Prepare additional network for mAP calculation... yolov3-lca_416_conv81_sub8 seen 64 Learning Rate: 0.001, Momentum: 0.9, Decay: 0.0005 Loaded: 0.521412 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592559, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491843, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.389609, Class: 0.466045, Obj: 0.483276, No Obj: 0.482399, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.261155, Class: 0.531530, Obj: 0.495915, No Obj: 0.592592, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.370454, Class: 0.733468, Obj: 0.553693, No Obj: 0.491839, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.312745, Class: 0.384897, Obj: 0.466523, No Obj: 0.482610, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491480, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362439, Class: 0.435724, Obj: 0.477586, No Obj: 0.482009, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589855, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491720, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403353, Class: 0.434169, Obj: 0.544213, No Obj: 0.482556, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628299, Class: 0.734659, Obj: 0.508238, No Obj: 0.491400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.320191, Class: 0.414799, Obj: 0.446971, No Obj: 0.482306, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491776, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811598, Class: 0.320444, Obj: 0.623590, No Obj: 0.482454, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592916, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491610, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516808, Class: 0.545803, Obj: 0.466350, No Obj: 0.482540, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593750, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635359, Class: 0.587486, Obj: 0.519164, No Obj: 0.492168, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.154431, Class: 0.470714, Obj: 0.616207, No Obj: 0.482456, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 1: 903.864014, 903.864014 avg loss, 0.000000 rate, 3.449638 seconds, 64 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.251840, Class: 0.332722, Obj: 0.248624, No Obj: 0.592715, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.347698, Class: 0.666725, Obj: 0.285458, No Obj: 0.491693, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516472, Class: 0.437621, Obj: 0.480570, No Obj: 0.482272, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380097, Class: 0.670789, Obj: 0.404170, No Obj: 0.491824, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.549913, Class: 0.526088, Obj: 0.459585, No Obj: 0.482531, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592824, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572814, Class: 0.581430, Obj: 0.555470, No Obj: 0.491674, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.441252, Class: 0.427754, Obj: 0.430112, No Obj: 0.482514, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378239, Class: 0.811331, Obj: 0.514108, No Obj: 0.491418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.479836, Class: 0.616101, Obj: 0.454326, No Obj: 0.482288, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743452, Class: 0.746242, Obj: 0.445518, No Obj: 0.491858, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733392, Class: 0.399877, Obj: 0.601547, No Obj: 0.482488, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.328866, Class: 0.366752, Obj: 0.487821, No Obj: 0.592487, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.365538, Class: 0.821319, Obj: 0.587713, No Obj: 0.491312, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411440, Class: 0.466265, Obj: 0.431856, No Obj: 0.482250, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588583, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775448, Class: 0.642319, Obj: 0.494313, No Obj: 0.491647, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.493804, Class: 0.443907, Obj: 0.484825, No Obj: 0.482632, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590567, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491727, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482499, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 2: 902.674744, 903.745117 avg loss, 0.000000 rate, 3.577031 seconds, 128 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588578, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.307076, Class: 0.726054, Obj: 0.513658, No Obj: 0.491666, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.401561, Class: 0.677711, Obj: 0.310743, No Obj: 0.482310, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594393, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401554, Class: 0.651584, Obj: 0.570403, No Obj: 0.491197, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.382315, Class: 0.413149, Obj: 0.433990, No Obj: 0.482460, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592881, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440152, Class: 0.612161, Obj: 0.460468, No Obj: 0.492100, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.337149, Class: 0.467195, Obj: 0.513705, No Obj: 0.482336, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589898, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491324, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.249765, Class: 0.358559, Obj: 0.343015, No Obj: 0.482464, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.321039, Class: 0.679495, Obj: 0.533485, No Obj: 0.491373, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409583, Class: 0.310627, Obj: 0.350380, No Obj: 0.482308, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.788083, Class: 0.348844, Obj: 0.547007, No Obj: 0.591196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491770, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495184, Class: 0.552469, Obj: 0.546447, No Obj: 0.482290, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516640, Class: 0.644702, Obj: 0.658381, No Obj: 0.491555, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.405852, Class: 0.525693, Obj: 0.513057, No Obj: 0.482281, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.334695, Class: 0.640679, Obj: 0.529874, No Obj: 0.492067, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418520, Class: 0.442071, Obj: 0.416749, No Obj: 0.482145, .5R: 0.285714, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 3: 903.290894, 903.699707 avg loss, 0.000000 rate, 3.578789 seconds, 192 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491892, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501762, Class: 0.362960, Obj: 0.471376, No Obj: 0.482101, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594589, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.492080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462652, Class: 0.509277, Obj: 0.516437, No Obj: 0.482267, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674123, Class: 0.607496, Obj: 0.581202, No Obj: 0.491836, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442913, Class: 0.402833, Obj: 0.518271, No Obj: 0.482364, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491681, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391309, Class: 0.429458, Obj: 0.624030, No Obj: 0.482129, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785048, Class: 0.657529, Obj: 0.397785, No Obj: 0.491642, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.454455, Class: 0.472654, Obj: 0.427308, No Obj: 0.482026, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.223587, Class: 0.532537, Obj: 0.541735, No Obj: 0.491632, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411675, Class: 0.506664, Obj: 0.542343, No Obj: 0.482317, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592651, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454148, Class: 0.598388, Obj: 0.542523, No Obj: 0.491324, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.406302, Class: 0.531633, Obj: 0.402706, No Obj: 0.482377, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.363986, Class: 0.503771, Obj: 0.348786, No Obj: 0.491369, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.325817, Class: 0.440324, Obj: 0.542905, No Obj: 0.482436, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 4: 903.766907, 903.706421 avg loss, 0.000000 rate, 3.612810 seconds, 256 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591781, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828190, Class: 0.677121, Obj: 0.636845, No Obj: 0.491461, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.376276, Class: 0.512248, Obj: 0.526442, No Obj: 0.482532, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: 0.433005, Class: 0.521487, Obj: 0.607616, No Obj: 0.594504, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.330176, Class: 0.605965, Obj: 0.557412, No Obj: 0.491867, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.159073, Class: 0.557674, Obj: 0.501281, No Obj: 0.482389, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.400511, Class: 0.411372, Obj: 0.600386, No Obj: 0.596477, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709479, Class: 0.553984, Obj: 0.650752, No Obj: 0.492059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.197085, Class: 0.436838, Obj: 0.550070, No Obj: 0.482384, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.224369, Class: 0.403432, Obj: 0.466692, No Obj: 0.592398, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.583813, Class: 0.575072, Obj: 0.542800, No Obj: 0.491846, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407257, Class: 0.472887, Obj: 0.597598, No Obj: 0.482218, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554372, Class: 0.463441, Obj: 0.432964, No Obj: 0.490976, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.703306, Class: 0.619626, Obj: 0.390190, No Obj: 0.482569, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491467, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354398, Class: 0.408032, Obj: 0.410653, No Obj: 0.482225, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517271, Class: 0.531466, Obj: 0.535767, No Obj: 0.491868, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.411345, Class: 0.544783, Obj: 0.463291, No Obj: 0.482522, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.866423, Class: 0.475870, Obj: 0.514468, No Obj: 0.591477, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.287824, Class: 0.697457, Obj: 0.650605, No Obj: 0.491498, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.276385, Class: 0.473082, Obj: 0.423094, No Obj: 0.482575, .5R: 0.000000, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 5: 904.947937, 903.830566 avg loss, 0.000000 rate, 3.646311 seconds, 320 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491783, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457001, Class: 0.559229, Obj: 0.509134, No Obj: 0.482289, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592969, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600613, Class: 0.579131, Obj: 0.659462, No Obj: 0.491044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669393, Class: 0.568730, Obj: 0.432878, No Obj: 0.482205, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.328127, Class: 0.378952, Obj: 0.452680, No Obj: 0.587798, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.633416, Class: 0.629327, Obj: 0.554047, No Obj: 0.491581, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434927, Class: 0.482177, Obj: 0.498231, No Obj: 0.482711, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591447, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326375, Class: 0.750577, Obj: 0.551275, No Obj: 0.491298, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.259047, Class: 0.436888, Obj: 0.532359, No Obj: 0.482572, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591488, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560844, Class: 0.569636, Obj: 0.298064, No Obj: 0.491350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457401, Class: 0.403079, Obj: 0.428572, No Obj: 0.482224, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491907, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.267073, Class: 0.424739, Obj: 0.470345, No Obj: 0.482355, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592872, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497861, Class: 0.537270, Obj: 0.467436, No Obj: 0.491496, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.555487, Class: 0.468642, Obj: 0.422847, No Obj: 0.482275, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590844, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554258, Class: 0.691361, Obj: 0.460136, No Obj: 0.492293, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.405383, Class: 0.465366, Obj: 0.409849, No Obj: 0.482259, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 6: 902.561768, 903.703674 avg loss, 0.000000 rate, 3.668878 seconds, 384 images Loaded: 0.000079 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593681, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477120, Class: 0.568755, Obj: 0.394653, No Obj: 0.491894, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458920, Class: 0.494890, Obj: 0.431198, No Obj: 0.482332, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.219527, Class: 0.737384, Obj: 0.400996, No Obj: 0.492365, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.331961, Class: 0.479222, Obj: 0.534238, No Obj: 0.482411, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594784, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491497, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378298, Class: 0.495077, Obj: 0.593007, No Obj: 0.482228, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.471540, Class: 0.433769, Obj: 0.491937, No Obj: 0.592053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491565, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419790, Class: 0.539520, Obj: 0.320372, No Obj: 0.482474, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590683, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491405, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482084, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578985, Class: 0.688980, Obj: 0.405621, No Obj: 0.491498, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.265249, Class: 0.537769, Obj: 0.502016, No Obj: 0.482260, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.351290, Class: 0.317261, Obj: 0.472510, No Obj: 0.593601, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.425943, Class: 0.763621, Obj: 0.425198, No Obj: 0.491692, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501836, Class: 0.390527, Obj: 0.380662, No Obj: 0.482438, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587903, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474188, Class: 0.435472, Obj: 0.311743, No Obj: 0.491315, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.272238, Class: 0.550027, Obj: 0.524737, No Obj: 0.482765, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 7: 903.256165, 903.658936 avg loss, 0.000000 rate, 3.704105 seconds, 448 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589717, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859949, Class: 0.302466, Obj: 0.327142, No Obj: 0.491628, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.404078, Class: 0.418633, Obj: 0.445018, No Obj: 0.482458, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.492030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.389920, Class: 0.494346, Obj: 0.358811, No Obj: 0.482344, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588478, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491522, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534648, Class: 0.496863, Obj: 0.552317, No Obj: 0.482456, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.358988, Class: 0.349806, Obj: 0.520113, No Obj: 0.593586, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.517217, Class: 0.700922, Obj: 0.547028, No Obj: 0.491665, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.631755, Class: 0.461289, Obj: 0.432848, No Obj: 0.482428, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592820, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565651, Class: 0.570459, Obj: 0.418593, No Obj: 0.491706, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.305692, Class: 0.499896, Obj: 0.518792, No Obj: 0.482549, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569907, Class: 0.300424, Obj: 0.404213, No Obj: 0.491438, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411572, Class: 0.478250, Obj: 0.467761, No Obj: 0.482326, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592458, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583448, Class: 0.676648, Obj: 0.591736, No Obj: 0.491552, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.284177, Class: 0.465269, Obj: 0.431082, No Obj: 0.482195, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590508, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607654, Class: 0.609057, Obj: 0.500636, No Obj: 0.491546, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.303825, Class: 0.362750, Obj: 0.538781, No Obj: 0.482523, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 8: 903.443542, 903.637390 avg loss, 0.000000 rate, 3.741990 seconds, 512 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491823, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573467, Class: 0.490854, Obj: 0.429000, No Obj: 0.482467, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.376905, Class: 0.514190, Obj: 0.471687, No Obj: 0.592938, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.346924, Class: 0.603443, Obj: 0.454407, No Obj: 0.491579, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397968, Class: 0.447365, Obj: 0.521460, No Obj: 0.482594, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593347, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491296, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451129, Class: 0.444940, Obj: 0.535481, No Obj: 0.482622, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475081, Class: 0.473225, Obj: 0.456348, No Obj: 0.492091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418765, Class: 0.451687, Obj: 0.427039, No Obj: 0.482359, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491707, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.325993, Class: 0.540260, Obj: 0.390554, No Obj: 0.482152, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.499265, Class: 0.547734, Obj: 0.455689, No Obj: 0.591557, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.663305, Class: 0.701586, Obj: 0.570433, No Obj: 0.491993, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.439982, Class: 0.497367, Obj: 0.522393, No Obj: 0.482514, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535138, Class: 0.509029, Obj: 0.494373, No Obj: 0.491766, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.423362, Class: 0.516472, Obj: 0.457595, No Obj: 0.482402, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591429, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677320, Class: 0.668529, Obj: 0.499511, No Obj: 0.491519, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.562259, Class: 0.390014, Obj: 0.480347, No Obj: 0.482328, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 9: 903.460083, 903.619629 avg loss, 0.000000 rate, 3.763626 seconds, 576 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594799, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491352, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.353550, Class: 0.451221, Obj: 0.517014, No Obj: 0.482463, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.839917, Class: 0.397368, Obj: 0.308161, No Obj: 0.593053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.654513, Class: 0.630050, Obj: 0.450193, No Obj: 0.491360, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.452772, Class: 0.418626, Obj: 0.510386, No Obj: 0.482640, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328566, Class: 0.469423, Obj: 0.374394, No Obj: 0.491854, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.149656, Class: 0.458046, Obj: 0.616341, No Obj: 0.482323, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588906, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698660, Class: 0.843976, Obj: 0.580314, No Obj: 0.491704, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.478737, Class: 0.490581, Obj: 0.470121, No Obj: 0.482462, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.267061, Class: 0.614719, Obj: 0.362197, No Obj: 0.490885, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.307189, Class: 0.363628, Obj: 0.534342, No Obj: 0.481988, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622540, Class: 0.419325, Obj: 0.577804, No Obj: 0.482512, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491430, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.352884, Class: 0.469148, Obj: 0.515599, No Obj: 0.482652, .5R: 0.250000, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664246, Class: 0.345262, Obj: 0.595405, No Obj: 0.491652, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539311, Class: 0.350270, Obj: 0.697481, No Obj: 0.482502, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 10: 903.159668, 903.573608 avg loss, 0.000000 rate, 3.783774 seconds, 640 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590980, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885681, Class: 0.430180, Obj: 0.526337, No Obj: 0.491303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.509882, Class: 0.375326, Obj: 0.515348, No Obj: 0.482472, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592280, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635504, Class: 0.550621, Obj: 0.705793, No Obj: 0.491527, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.401837, Class: 0.492558, Obj: 0.497648, No Obj: 0.482689, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.623963, Class: 0.650223, Obj: 0.522521, No Obj: 0.592366, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689812, Class: 0.727390, Obj: 0.433158, No Obj: 0.491619, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.452145, Class: 0.464975, Obj: 0.543260, No Obj: 0.482559, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644891, Class: 0.662089, Obj: 0.586383, No Obj: 0.491377, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.269208, Class: 0.484740, Obj: 0.618705, No Obj: 0.482542, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591417, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703626, Class: 0.761440, Obj: 0.633864, No Obj: 0.491575, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377759, Class: 0.436107, Obj: 0.428750, No Obj: 0.482090, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593352, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491550, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357907, Class: 0.442821, Obj: 0.450237, No Obj: 0.482529, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491753, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394952, Class: 0.482645, Obj: 0.537830, No Obj: 0.482126, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591917, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491393, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.272479, Class: 0.449258, Obj: 0.462409, No Obj: 0.482202, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 11: 903.503235, 903.566589 avg loss, 0.000000 rate, 3.813789 seconds, 704 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.179687, Class: 0.526534, Obj: 0.589829, No Obj: 0.589769, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491387, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356331, Class: 0.547019, Obj: 0.489562, No Obj: 0.482421, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740272, Class: 0.708711, Obj: 0.475410, No Obj: 0.491792, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.452914, Class: 0.500289, Obj: 0.511495, No Obj: 0.482311, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591809, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491725, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668604, Class: 0.583671, Obj: 0.356457, No Obj: 0.482331, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645333, Class: 0.622049, Obj: 0.330193, No Obj: 0.491916, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456594, Class: 0.391425, Obj: 0.572418, No Obj: 0.482518, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591917, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429241, Class: 0.752276, Obj: 0.517572, No Obj: 0.491255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.349074, Class: 0.684477, Obj: 0.284883, No Obj: 0.482257, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593793, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802621, Class: 0.491374, Obj: 0.509905, No Obj: 0.491354, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.364700, Class: 0.447328, Obj: 0.540334, No Obj: 0.482383, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.395292, Class: 0.459329, Obj: 0.704969, No Obj: 0.587020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491612, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406693, Class: 0.428354, Obj: 0.494698, No Obj: 0.482305, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.442683, Class: 0.336821, Obj: 0.492793, No Obj: 0.593706, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.391010, Class: 0.537057, Obj: 0.476499, No Obj: 0.491551, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.162622, Class: 0.433117, Obj: 0.533282, No Obj: 0.482063, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 12: 903.116028, 903.521545 avg loss, 0.000000 rate, 3.869781 seconds, 768 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593924, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491910, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.168156, Class: 0.304939, Obj: 0.481459, No Obj: 0.482363, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.404275, Class: 0.418174, Obj: 0.729341, No Obj: 0.590844, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491408, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344302, Class: 0.550414, Obj: 0.637901, No Obj: 0.482570, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491672, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310448, Class: 0.465203, Obj: 0.497456, No Obj: 0.482064, .5R: 0.200000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565835, Class: 0.478923, Obj: 0.484230, No Obj: 0.492000, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.379986, Class: 0.568803, Obj: 0.405795, No Obj: 0.482774, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.645848, Class: 0.286651, Obj: 0.791296, No Obj: 0.589577, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.423960, Class: 0.672014, Obj: 0.485283, No Obj: 0.491842, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381233, Class: 0.443742, Obj: 0.441529, No Obj: 0.482473, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491631, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454806, Class: 0.466962, Obj: 0.419713, No Obj: 0.482405, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593424, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779517, Class: 0.442337, Obj: 0.488088, No Obj: 0.491171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482709, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593323, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458340, Class: 0.653060, Obj: 0.396276, No Obj: 0.491767, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.317484, Class: 0.486907, Obj: 0.653384, No Obj: 0.482205, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 13: 903.802368, 903.549622 avg loss, 0.000000 rate, 3.911484 seconds, 832 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.455193, Class: 0.318888, Obj: 0.466794, No Obj: 0.591899, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.588305, Class: 0.462233, Obj: 0.437714, No Obj: 0.491045, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.484123, Class: 0.376630, Obj: 0.487309, No Obj: 0.482388, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457451, Class: 0.479801, Obj: 0.466257, No Obj: 0.491339, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.136186, Class: 0.503362, Obj: 0.629604, No Obj: 0.482751, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588885, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743472, Class: 0.586551, Obj: 0.465792, No Obj: 0.491412, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.321030, Class: 0.441939, Obj: 0.539753, No Obj: 0.482162, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589669, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491707, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.281202, Class: 0.452576, Obj: 0.512965, No Obj: 0.482109, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.726240, Class: 0.415381, Obj: 0.586994, No Obj: 0.589984, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.567630, Class: 0.551041, Obj: 0.624725, No Obj: 0.491509, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.608179, Class: 0.437073, Obj: 0.518056, No Obj: 0.482389, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592893, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325409, Class: 0.508091, Obj: 0.684533, No Obj: 0.491956, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250020, Class: 0.476628, Obj: 0.456001, No Obj: 0.482337, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594611, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491314, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.361285, Class: 0.536284, Obj: 0.451060, No Obj: 0.482246, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588735, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491544, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.515887, Class: 0.350394, Obj: 0.336286, No Obj: 0.482366, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 14: 902.602417, 903.454895 avg loss, 0.000000 rate, 3.971171 seconds, 896 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.595490, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.359441, Class: 0.494193, Obj: 0.536069, No Obj: 0.491416, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385887, Class: 0.499711, Obj: 0.554670, No Obj: 0.482290, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.240889, Class: 0.541929, Obj: 0.489925, No Obj: 0.593640, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.599873, Class: 0.422481, Obj: 0.531016, No Obj: 0.491960, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.398350, Class: 0.495773, Obj: 0.464475, No Obj: 0.482163, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590736, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491481, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438643, Class: 0.590235, Obj: 0.530089, No Obj: 0.482421, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.418901, Class: 0.528406, Obj: 0.668687, No Obj: 0.593250, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491801, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.162040, Class: 0.382416, Obj: 0.432710, No Obj: 0.482166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588485, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491458, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354663, Class: 0.498963, Obj: 0.479391, No Obj: 0.482690, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491384, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406120, Class: 0.481046, Obj: 0.535540, No Obj: 0.482461, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594609, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554425, Class: 0.692972, Obj: 0.507731, No Obj: 0.491718, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.320984, Class: 0.425782, Obj: 0.501740, No Obj: 0.482062, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.294624, Class: 0.629722, Obj: 0.508725, No Obj: 0.491500, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.327436, Class: 0.409546, Obj: 0.654976, No Obj: 0.482218, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 15: 903.798767, 903.489258 avg loss, 0.000000 rate, 4.020507 seconds, 960 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.516981, Class: 0.237864, Obj: 0.546569, No Obj: 0.591973, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491413, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444025, Class: 0.359926, Obj: 0.504611, No Obj: 0.482510, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.596599, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503991, Class: 0.633587, Obj: 0.423263, No Obj: 0.491502, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.525643, Class: 0.490679, Obj: 0.462870, No Obj: 0.482327, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491810, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424656, Class: 0.487295, Obj: 0.486683, No Obj: 0.482329, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.270773, Class: 0.458080, Obj: 0.474007, No Obj: 0.589138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.348765, Class: 0.604361, Obj: 0.597596, No Obj: 0.491281, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.453403, Class: 0.502482, Obj: 0.460323, No Obj: 0.482547, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491291, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407128, Class: 0.532595, Obj: 0.507804, No Obj: 0.482322, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.458774, Class: 0.484568, Obj: 0.605284, No Obj: 0.591645, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.541371, Class: 0.602983, Obj: 0.536121, No Obj: 0.491711, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.431058, Class: 0.338390, Obj: 0.474570, No Obj: 0.482537, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591970, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491295, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471162, Class: 0.443782, Obj: 0.445363, No Obj: 0.482447, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591440, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.969913, Class: 0.388775, Obj: 0.453065, No Obj: 0.492016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.396832, Class: 0.496994, Obj: 0.424759, No Obj: 0.482297, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 16: 903.476135, 903.487976 avg loss, 0.000000 rate, 4.050453 seconds, 1024 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594918, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402903, Class: 0.609743, Obj: 0.454083, No Obj: 0.492143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419890, Class: 0.503495, Obj: 0.489958, No Obj: 0.482269, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.747437, Class: 0.421907, Obj: 0.504838, No Obj: 0.595366, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491596, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.221741, Class: 0.271364, Obj: 0.513270, No Obj: 0.482298, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.312975, Class: 0.421193, Obj: 0.562430, No Obj: 0.590265, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.634676, Class: 0.628704, Obj: 0.499149, No Obj: 0.490911, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.354447, Class: 0.299533, Obj: 0.484749, No Obj: 0.482362, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.301563, Class: 0.538932, Obj: 0.360152, No Obj: 0.593492, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.498637, Class: 0.551226, Obj: 0.667300, No Obj: 0.491618, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488071, Class: 0.424830, Obj: 0.561165, No Obj: 0.482520, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519312, Class: 0.676841, Obj: 0.462814, No Obj: 0.491716, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.390788, Class: 0.375387, Obj: 0.438766, No Obj: 0.482553, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.287160, Class: 0.589641, Obj: 0.328426, No Obj: 0.592949, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.621406, Class: 0.676563, Obj: 0.578208, No Obj: 0.491907, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.294056, Class: 0.501168, Obj: 0.486751, No Obj: 0.482453, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512587, Class: 0.215294, Obj: 0.631502, No Obj: 0.491854, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.276171, Class: 0.419203, Obj: 0.365576, No Obj: 0.482466, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545916, Class: 0.457759, Obj: 0.469460, No Obj: 0.491784, .5R: 0.833333, .75R: 0.000000, count: 6 Region 106 Avg IOU: 0.259497, Class: 0.399348, Obj: 0.468148, No Obj: 0.482493, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 17: 904.186584, 903.557861 avg loss, 0.000000 rate, 4.092338 seconds, 1088 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797431, Class: 0.662846, Obj: 0.554621, No Obj: 0.491564, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.249265, Class: 0.486548, Obj: 0.375991, No Obj: 0.482502, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491653, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393072, Class: 0.413363, Obj: 0.584339, No Obj: 0.482443, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589930, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491603, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396868, Class: 0.476496, Obj: 0.536078, No Obj: 0.482301, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593440, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506414, Class: 0.587215, Obj: 0.497729, No Obj: 0.491772, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426065, Class: 0.428539, Obj: 0.475575, No Obj: 0.482473, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591425, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501576, Class: 0.429956, Obj: 0.706474, No Obj: 0.491340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.393531, Class: 0.424632, Obj: 0.479414, No Obj: 0.482479, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.389893, Class: 0.451611, Obj: 0.551426, No Obj: 0.591657, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.419713, Class: 0.796570, Obj: 0.673263, No Obj: 0.491414, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.358062, Class: 0.527464, Obj: 0.511362, No Obj: 0.482528, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590797, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491419, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502520, Class: 0.426987, Obj: 0.388367, No Obj: 0.482219, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577202, Class: 0.627173, Obj: 0.551606, No Obj: 0.491015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435050, Class: 0.477045, Obj: 0.463801, No Obj: 0.482394, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 18: 903.009705, 903.503052 avg loss, 0.000000 rate, 4.103625 seconds, 1152 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470701, Class: 0.661130, Obj: 0.547189, No Obj: 0.491741, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498863, Class: 0.472629, Obj: 0.552656, No Obj: 0.482181, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491514, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407383, Class: 0.478240, Obj: 0.455067, No Obj: 0.482391, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592376, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491495, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.306014, Class: 0.410968, Obj: 0.494358, No Obj: 0.482445, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592669, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787679, Class: 0.594883, Obj: 0.469091, No Obj: 0.491843, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.300985, Class: 0.489667, Obj: 0.536097, No Obj: 0.482022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589612, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491758, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328828, Class: 0.430047, Obj: 0.547387, No Obj: 0.482228, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592864, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565323, Class: 0.636020, Obj: 0.503811, No Obj: 0.491415, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.347678, Class: 0.550200, Obj: 0.344558, No Obj: 0.482642, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485832, Class: 0.737573, Obj: 0.640659, No Obj: 0.491265, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.333031, Class: 0.594413, Obj: 0.575219, No Obj: 0.482136, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491713, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.339123, Class: 0.511094, Obj: 0.450631, No Obj: 0.482033, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 19: 903.211060, 903.473877 avg loss, 0.000000 rate, 4.077176 seconds, 1216 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593685, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491535, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354184, Class: 0.527174, Obj: 0.492253, No Obj: 0.482307, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.299325, Class: 0.562782, Obj: 0.748444, No Obj: 0.593238, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491421, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482331, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592698, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.492415, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.450734, Class: 0.467242, Obj: 0.495042, No Obj: 0.482100, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725578, Class: 0.722060, Obj: 0.405040, No Obj: 0.491613, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.258296, Class: 0.483514, Obj: 0.447831, No Obj: 0.482431, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592576, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543888, Class: 0.720540, Obj: 0.540557, No Obj: 0.491153, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.594007, Class: 0.456927, Obj: 0.506608, No Obj: 0.482550, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588741, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772198, Class: 0.459281, Obj: 0.498416, No Obj: 0.491885, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.329125, Class: 0.387439, Obj: 0.575559, No Obj: 0.482298, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.339899, Class: 0.351371, Obj: 0.502546, No Obj: 0.594470, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786386, Class: 0.615912, Obj: 0.579345, No Obj: 0.491571, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.193275, Class: 0.358523, Obj: 0.404466, No Obj: 0.482189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.601829, Class: 0.439490, Obj: 0.438506, No Obj: 0.592553, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.411441, Class: 0.617563, Obj: 0.521077, No Obj: 0.491729, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.219355, Class: 0.546934, Obj: 0.512100, No Obj: 0.482164, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 20: 903.310242, 903.457520 avg loss, 0.000000 rate, 4.023064 seconds, 1280 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590593, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.292357, Class: 0.588372, Obj: 0.457455, No Obj: 0.491469, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.430880, Class: 0.533596, Obj: 0.356147, No Obj: 0.482375, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607509, Class: 0.594515, Obj: 0.489900, No Obj: 0.491537, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.425600, Class: 0.479407, Obj: 0.469011, No Obj: 0.482331, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521966, Class: 0.459112, Obj: 0.375325, No Obj: 0.491097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.407945, Class: 0.421179, Obj: 0.392738, No Obj: 0.482013, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589786, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491291, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.346693, Class: 0.464217, Obj: 0.619142, No Obj: 0.482047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.324123, Class: 0.485376, Obj: 0.604698, No Obj: 0.592985, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.599254, Class: 0.690740, Obj: 0.405296, No Obj: 0.491806, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.497624, Class: 0.498696, Obj: 0.519685, No Obj: 0.482681, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590465, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479006, Class: 0.680012, Obj: 0.439544, No Obj: 0.491419, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418533, Class: 0.491799, Obj: 0.562928, No Obj: 0.482573, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.283328, Class: 0.331597, Obj: 0.641383, No Obj: 0.593443, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491484, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.283637, Class: 0.439721, Obj: 0.388389, No Obj: 0.482339, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591484, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491624, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394016, Class: 0.474538, Obj: 0.473984, No Obj: 0.482075, .5R: 0.300000, .75R: 0.000000, count: 10 (next mAP calculation at 1000 iterations) 21: 903.024658, 903.414246 avg loss, 0.000000 rate, 3.968739 seconds, 1344 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592372, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569858, Class: 0.568674, Obj: 0.488198, No Obj: 0.491577, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.531026, Class: 0.309342, Obj: 0.619049, No Obj: 0.482191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.595056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368379, Class: 0.506470, Obj: 0.578909, No Obj: 0.492047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.288064, Class: 0.508595, Obj: 0.500842, No Obj: 0.481982, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590470, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491596, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400619, Class: 0.518275, Obj: 0.458865, No Obj: 0.482378, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.301720, Class: 0.673688, Obj: 0.588969, No Obj: 0.491285, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.327684, Class: 0.513529, Obj: 0.470226, No Obj: 0.482565, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591846, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491558, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.355365, Class: 0.485173, Obj: 0.433814, No Obj: 0.482360, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591794, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832867, Class: 0.728727, Obj: 0.371640, No Obj: 0.491324, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.354262, Class: 0.448134, Obj: 0.497717, No Obj: 0.482545, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504030, Class: 0.417226, Obj: 0.565418, No Obj: 0.482208, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491254, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467567, Class: 0.609142, Obj: 0.579041, No Obj: 0.482227, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 22: 903.263550, 903.399170 avg loss, 0.000000 rate, 3.964319 seconds, 1408 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.294223, Class: 0.350170, Obj: 0.486781, No Obj: 0.590374, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.549905, Class: 0.474264, Obj: 0.402685, No Obj: 0.491031, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.456969, Class: 0.534463, Obj: 0.613800, No Obj: 0.482699, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594561, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491953, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618850, Class: 0.607364, Obj: 0.432503, No Obj: 0.482359, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.647765, Class: 0.419139, Obj: 0.611007, No Obj: 0.590295, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.574116, Class: 0.691845, Obj: 0.592136, No Obj: 0.491839, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.520260, Class: 0.540888, Obj: 0.462442, No Obj: 0.482307, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504493, Class: 0.735915, Obj: 0.700051, No Obj: 0.491139, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392471, Class: 0.228323, Obj: 0.479035, No Obj: 0.482437, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593530, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523720, Class: 0.646801, Obj: 0.585737, No Obj: 0.492242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528615, Class: 0.442702, Obj: 0.399622, No Obj: 0.482063, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591832, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491671, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456989, Class: 0.409575, Obj: 0.437013, No Obj: 0.482329, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502250, Class: 0.517712, Obj: 0.423138, No Obj: 0.492184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389182, Class: 0.477213, Obj: 0.440785, No Obj: 0.482494, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591653, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.353071, Class: 0.684039, Obj: 0.563937, No Obj: 0.491678, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.300060, Class: 0.434224, Obj: 0.503229, No Obj: 0.482300, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 23: 902.871887, 903.346436 avg loss, 0.000000 rate, 3.918757 seconds, 1472 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.595902, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384106, Class: 0.413648, Obj: 0.611400, No Obj: 0.491330, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382029, Class: 0.448463, Obj: 0.511706, No Obj: 0.482290, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.596047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470169, Class: 0.725084, Obj: 0.451387, No Obj: 0.491768, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601947, Class: 0.491767, Obj: 0.435379, No Obj: 0.482253, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491633, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541368, Class: 0.456168, Obj: 0.442147, No Obj: 0.482310, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592622, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381857, Class: 0.681222, Obj: 0.530102, No Obj: 0.491600, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.447309, Class: 0.558463, Obj: 0.360266, No Obj: 0.482170, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585705, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561660, Class: 0.705294, Obj: 0.560363, No Obj: 0.491383, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.335740, Class: 0.380820, Obj: 0.503895, No Obj: 0.482537, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590588, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457238, Class: 0.596905, Obj: 0.449374, No Obj: 0.491060, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.424677, Class: 0.440370, Obj: 0.516719, No Obj: 0.482503, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769955, Class: 0.557168, Obj: 0.548531, No Obj: 0.491512, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.303162, Class: 0.496043, Obj: 0.502900, No Obj: 0.482286, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592717, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491558, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599592, Class: 0.503051, Obj: 0.523244, No Obj: 0.482285, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 24: 903.498962, 903.361694 avg loss, 0.000000 rate, 3.884079 seconds, 1536 images Loaded: 0.000084 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592360, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388946, Class: 0.420460, Obj: 0.618744, No Obj: 0.482238, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450625, Class: 0.611660, Obj: 0.437959, No Obj: 0.491559, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.454268, Class: 0.433777, Obj: 0.452259, No Obj: 0.482155, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523666, Class: 0.558483, Obj: 0.459649, No Obj: 0.491594, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.418751, Class: 0.415511, Obj: 0.542555, No Obj: 0.482537, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.596075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491644, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.238111, Class: 0.382555, Obj: 0.646416, No Obj: 0.482039, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619430, Class: 0.846387, Obj: 0.361399, No Obj: 0.492129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.436702, Class: 0.465746, Obj: 0.501564, No Obj: 0.481897, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.685306, Class: 0.437731, Obj: 0.582236, No Obj: 0.590680, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491722, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.322560, Class: 0.563825, Obj: 0.378454, No Obj: 0.482355, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455089, Class: 0.482214, Obj: 0.460529, No Obj: 0.491033, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.404905, Class: 0.383204, Obj: 0.512053, No Obj: 0.482367, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591465, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465757, Class: 0.528626, Obj: 0.627805, No Obj: 0.491251, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448670, Class: 0.446115, Obj: 0.540575, No Obj: 0.482008, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 25: 903.064758, 903.332031 avg loss, 0.000000 rate, 3.867957 seconds, 1600 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.664875, Class: 0.551375, Obj: 0.491143, No Obj: 0.592882, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.757947, Class: 0.661724, Obj: 0.492509, No Obj: 0.491764, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.239244, Class: 0.502626, Obj: 0.483763, No Obj: 0.481928, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448828, Class: 0.540839, Obj: 0.558016, No Obj: 0.491327, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.193857, Class: 0.468852, Obj: 0.452269, No Obj: 0.482119, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590802, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.507544, Class: 0.529485, Obj: 0.463057, No Obj: 0.482134, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491339, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427360, Class: 0.410843, Obj: 0.584922, No Obj: 0.482443, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831827, Class: 0.698549, Obj: 0.560563, No Obj: 0.490889, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.329641, Class: 0.431504, Obj: 0.474813, No Obj: 0.482204, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.467474, Class: 0.471027, Obj: 0.621354, No Obj: 0.592522, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751451, Class: 0.677652, Obj: 0.503585, No Obj: 0.491059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.330792, Class: 0.585234, Obj: 0.595726, No Obj: 0.482532, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588859, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453090, Class: 0.586646, Obj: 0.547047, No Obj: 0.491317, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.330757, Class: 0.419023, Obj: 0.410804, No Obj: 0.482106, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.348721, Class: 0.574118, Obj: 0.653587, No Obj: 0.491415, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482331, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 26: 902.514648, 903.250305 avg loss, 0.000000 rate, 3.877998 seconds, 1664 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590570, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490860, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441535, Class: 0.439572, Obj: 0.564559, No Obj: 0.482115, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590985, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491546, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407936, Class: 0.429531, Obj: 0.438620, No Obj: 0.482029, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488999, Class: 0.643949, Obj: 0.467693, No Obj: 0.491278, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482346, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588382, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581052, Class: 0.507018, Obj: 0.473488, No Obj: 0.491269, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.570216, Class: 0.432750, Obj: 0.504570, No Obj: 0.482129, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591565, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383680, Class: 0.536980, Obj: 0.467322, No Obj: 0.491187, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.337816, Class: 0.544991, Obj: 0.503798, No Obj: 0.482288, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592367, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491726, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464743, Class: 0.642847, Obj: 0.564459, No Obj: 0.482026, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592864, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491597, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.529785, Class: 0.523292, Obj: 0.472807, No Obj: 0.482100, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592536, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491767, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.275340, Class: 0.570915, Obj: 0.423201, No Obj: 0.482060, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 27: 902.280701, 903.153320 avg loss, 0.000000 rate, 3.855847 seconds, 1728 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.530846, Class: 0.457382, Obj: 0.634978, No Obj: 0.590764, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491582, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356469, Class: 0.405383, Obj: 0.547027, No Obj: 0.482271, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779072, Class: 0.617681, Obj: 0.528417, No Obj: 0.491382, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.302757, Class: 0.536330, Obj: 0.370215, No Obj: 0.482241, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.283592, Class: 0.419506, Obj: 0.780768, No Obj: 0.591181, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.578679, Class: 0.631369, Obj: 0.603410, No Obj: 0.491733, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387417, Class: 0.454281, Obj: 0.476351, No Obj: 0.482129, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491519, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.529114, Class: 0.663816, Obj: 0.583401, No Obj: 0.481808, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.692002, Class: 0.432668, Obj: 0.690380, No Obj: 0.594776, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491494, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357191, Class: 0.522603, Obj: 0.414042, No Obj: 0.482149, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.595215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.492111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496183, Class: 0.484314, Obj: 0.515141, No Obj: 0.482034, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593885, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693592, Class: 0.675929, Obj: 0.507696, No Obj: 0.491219, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643891, Class: 0.428596, Obj: 0.432391, No Obj: 0.481830, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590689, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491529, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.305625, Class: 0.502759, Obj: 0.389683, No Obj: 0.482424, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 28: 902.898010, 903.127808 avg loss, 0.000000 rate, 3.857214 seconds, 1792 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.352504, Class: 0.492126, Obj: 0.675749, No Obj: 0.593039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491426, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.297275, Class: 0.583486, Obj: 0.584663, No Obj: 0.482444, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572852, Class: 0.583520, Obj: 0.386746, No Obj: 0.491182, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.435492, Class: 0.382998, Obj: 0.517903, No Obj: 0.482145, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600048, Class: 0.590102, Obj: 0.592689, No Obj: 0.491292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383734, Class: 0.505060, Obj: 0.514868, No Obj: 0.481818, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592825, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420597, Class: 0.576748, Obj: 0.389803, No Obj: 0.491387, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.203966, Class: 0.396725, Obj: 0.601322, No Obj: 0.481989, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378522, Class: 0.396399, Obj: 0.523763, No Obj: 0.491819, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.340263, Class: 0.434759, Obj: 0.426598, No Obj: 0.481767, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590455, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615588, Class: 0.526583, Obj: 0.552690, No Obj: 0.491314, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.339264, Class: 0.414077, Obj: 0.460487, No Obj: 0.481975, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625516, Class: 0.638911, Obj: 0.438196, No Obj: 0.491218, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.373380, Class: 0.486114, Obj: 0.532682, No Obj: 0.482005, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.171435, Class: 0.408379, Obj: 0.538221, No Obj: 0.491387, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.296211, Class: 0.450895, Obj: 0.407801, No Obj: 0.482030, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 29: 902.361938, 903.051208 avg loss, 0.000000 rate, 3.856086 seconds, 1856 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589567, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491212, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471568, Class: 0.475642, Obj: 0.576687, No Obj: 0.482113, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.390118, Class: 0.735267, Obj: 0.309702, No Obj: 0.491653, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527461, Class: 0.452596, Obj: 0.444970, No Obj: 0.482000, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674375, Class: 0.633349, Obj: 0.443479, No Obj: 0.491454, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.354820, Class: 0.337055, Obj: 0.400099, No Obj: 0.482069, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593695, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.282010, Class: 0.648201, Obj: 0.618398, No Obj: 0.492272, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.309390, Class: 0.454785, Obj: 0.391022, No Obj: 0.482020, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.301016, Class: 0.416518, Obj: 0.383258, No Obj: 0.592377, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.641456, Class: 0.646156, Obj: 0.579798, No Obj: 0.491093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.396061, Class: 0.553094, Obj: 0.462682, No Obj: 0.482107, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.596173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377321, Class: 0.559911, Obj: 0.260599, No Obj: 0.491503, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432807, Class: 0.474146, Obj: 0.465772, No Obj: 0.481779, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590802, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547975, Class: 0.677468, Obj: 0.612251, No Obj: 0.491379, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372492, Class: 0.445903, Obj: 0.396236, No Obj: 0.482110, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498293, Class: 0.443992, Obj: 0.291920, No Obj: 0.491355, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.390813, Class: 0.527055, Obj: 0.417033, No Obj: 0.481925, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 30: 902.670593, 903.013123 avg loss, 0.000000 rate, 3.871769 seconds, 1920 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.388815, Class: 0.259080, Obj: 0.458078, No Obj: 0.594194, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.603909, Class: 0.603856, Obj: 0.578577, No Obj: 0.491682, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.395725, Class: 0.426529, Obj: 0.483854, No Obj: 0.481581, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594390, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491642, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343201, Class: 0.447244, Obj: 0.426308, No Obj: 0.481735, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468387, Class: 0.637970, Obj: 0.574323, No Obj: 0.491168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481934, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.477349, Class: 0.405633, Obj: 0.606771, No Obj: 0.592820, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.594600, Class: 0.413340, Obj: 0.219470, No Obj: 0.491037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.410066, Class: 0.423669, Obj: 0.403222, No Obj: 0.481575, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491559, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392176, Class: 0.430037, Obj: 0.512738, No Obj: 0.481792, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636683, Class: 0.585799, Obj: 0.408899, No Obj: 0.491645, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.670219, Class: 0.420784, Obj: 0.577212, No Obj: 0.481915, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.589399, Class: 0.407632, Obj: 0.485768, No Obj: 0.590532, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490772, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397769, Class: 0.524202, Obj: 0.476945, No Obj: 0.482034, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589629, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616004, Class: 0.591521, Obj: 0.526960, No Obj: 0.490977, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.342529, Class: 0.483886, Obj: 0.462106, No Obj: 0.481869, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 31: 901.535034, 902.865295 avg loss, 0.000000 rate, 3.884504 seconds, 1984 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592968, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.245931, Class: 0.439980, Obj: 0.559998, No Obj: 0.481713, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593838, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.443700, Class: 0.666333, Obj: 0.458610, No Obj: 0.491689, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.929019, Class: 0.582037, Obj: 0.445471, No Obj: 0.481566, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592533, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491321, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.204150, Class: 0.520589, Obj: 0.481140, No Obj: 0.481564, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.378041, Class: 0.500736, Obj: 0.405871, No Obj: 0.591519, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.615718, Class: 0.670905, Obj: 0.524280, No Obj: 0.491715, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481742, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340404, Class: 0.589100, Obj: 0.493941, No Obj: 0.491077, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.521476, Class: 0.452411, Obj: 0.473081, No Obj: 0.481867, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569234, Class: 0.497671, Obj: 0.605477, No Obj: 0.490908, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.350296, Class: 0.585277, Obj: 0.566383, No Obj: 0.481869, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590887, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491548, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.390209, Class: 0.521674, Obj: 0.483637, No Obj: 0.481901, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.277405, Class: 0.388766, Obj: 0.472704, No Obj: 0.589973, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.357975, Class: 0.649175, Obj: 0.616726, No Obj: 0.491396, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.162592, Class: 0.496166, Obj: 0.485583, No Obj: 0.481610, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 32: 901.617004, 902.740479 avg loss, 0.000000 rate, 3.900450 seconds, 2048 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681295, Class: 0.724462, Obj: 0.546837, No Obj: 0.490933, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445671, Class: 0.535207, Obj: 0.453173, No Obj: 0.481727, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590856, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491307, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506071, Class: 0.550565, Obj: 0.485735, No Obj: 0.481637, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589739, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.507849, Class: 0.464236, Obj: 0.616444, No Obj: 0.481659, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.166235, Class: 0.640243, Obj: 0.503540, No Obj: 0.490729, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.430491, Class: 0.389311, Obj: 0.367320, No Obj: 0.481531, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.333274, Class: 0.458701, Obj: 0.541131, No Obj: 0.590747, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.635893, Class: 0.596941, Obj: 0.457428, No Obj: 0.491010, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.318002, Class: 0.378567, Obj: 0.504636, No Obj: 0.481702, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590791, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491670, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.341300, Class: 0.463700, Obj: 0.378775, No Obj: 0.481731, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.234597, Class: 0.469357, Obj: 0.561053, No Obj: 0.589085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.548843, Class: 0.695900, Obj: 0.456948, No Obj: 0.490623, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389470, Class: 0.390417, Obj: 0.480317, No Obj: 0.481711, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.305451, Class: 0.600470, Obj: 0.420736, No Obj: 0.491404, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542729, Class: 0.507330, Obj: 0.455857, No Obj: 0.481780, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 33: 900.788818, 902.545288 avg loss, 0.000000 rate, 3.902614 seconds, 2112 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541010, Class: 0.516206, Obj: 0.469566, No Obj: 0.491553, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.579190, Class: 0.544439, Obj: 0.446316, No Obj: 0.481442, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591814, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432085, Class: 0.480739, Obj: 0.503734, No Obj: 0.481703, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612803, Class: 0.652144, Obj: 0.556546, No Obj: 0.490980, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.405482, Class: 0.428737, Obj: 0.569184, No Obj: 0.481694, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.284366, Class: 0.684058, Obj: 0.459730, No Obj: 0.491522, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.146039, Class: 0.327670, Obj: 0.782974, No Obj: 0.481514, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591877, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491309, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478213, Class: 0.576616, Obj: 0.432739, No Obj: 0.481793, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.517107, Class: 0.444628, Obj: 0.566070, No Obj: 0.589577, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491361, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.166134, Class: 0.433084, Obj: 0.416777, No Obj: 0.481557, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592769, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452508, Class: 0.593393, Obj: 0.609761, No Obj: 0.491595, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.324505, Class: 0.572678, Obj: 0.487167, No Obj: 0.481631, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491212, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.350860, Class: 0.479320, Obj: 0.492837, No Obj: 0.481732, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 34: 900.865906, 902.377319 avg loss, 0.000000 rate, 3.925217 seconds, 2176 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591943, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.405848, Class: 0.648814, Obj: 0.554150, No Obj: 0.481516, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.517976, Class: 0.367887, Obj: 0.597520, No Obj: 0.591765, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490800, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382498, Class: 0.538833, Obj: 0.421012, No Obj: 0.481321, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586848, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571165, Class: 0.465123, Obj: 0.321325, No Obj: 0.481206, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707789, Class: 0.493273, Obj: 0.448562, No Obj: 0.491454, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381162, Class: 0.605998, Obj: 0.511950, No Obj: 0.481621, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734400, Class: 0.410255, Obj: 0.450326, No Obj: 0.491027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362877, Class: 0.595253, Obj: 0.593675, No Obj: 0.481273, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592362, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490944, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.319232, Class: 0.405842, Obj: 0.525509, No Obj: 0.481448, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.431078, Class: 0.791483, Obj: 0.548311, No Obj: 0.491182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486322, Class: 0.387131, Obj: 0.427586, No Obj: 0.481597, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.409929, Class: 0.574868, Obj: 0.422693, No Obj: 0.490771, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.434829, Class: 0.387439, Obj: 0.506255, No Obj: 0.481596, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 35: 900.284607, 902.168030 avg loss, 0.000000 rate, 3.932445 seconds, 2240 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589628, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.317346, Class: 0.701173, Obj: 0.504705, No Obj: 0.490838, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.543175, Class: 0.582836, Obj: 0.493307, No Obj: 0.481409, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.595735, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361928, Class: 0.649646, Obj: 0.427420, No Obj: 0.491057, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.463843, Class: 0.441648, Obj: 0.402559, No Obj: 0.481435, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.750472, Class: 0.417540, Obj: 0.429482, No Obj: 0.592225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828311, Class: 0.493169, Obj: 0.387639, No Obj: 0.490766, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.329481, Class: 0.505777, Obj: 0.325531, No Obj: 0.481376, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.257703, Class: 0.402524, Obj: 0.429221, No Obj: 0.591987, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447867, Class: 0.431731, Obj: 0.546691, No Obj: 0.481367, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.726935, Class: 0.303094, Obj: 0.563524, No Obj: 0.589104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490932, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.303287, Class: 0.537430, Obj: 0.442238, No Obj: 0.481294, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.145559, Class: 0.476782, Obj: 0.531680, No Obj: 0.592285, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.323183, Class: 0.470976, Obj: 0.417662, No Obj: 0.481305, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444667, Class: 0.486582, Obj: 0.485400, No Obj: 0.481511, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.651522, Class: 0.447966, Obj: 0.530277, No Obj: 0.591095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.507530, Class: 0.631102, Obj: 0.659887, No Obj: 0.491280, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319010, Class: 0.456174, Obj: 0.437998, No Obj: 0.481132, .5R: 0.000000, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 36: 900.388000, 901.990051 avg loss, 0.000000 rate, 3.940072 seconds, 2304 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490683, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312999, Class: 0.454089, Obj: 0.434420, No Obj: 0.481307, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.540203, Class: 0.572091, Obj: 0.637638, No Obj: 0.595350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457319, Class: 0.511690, Obj: 0.571256, No Obj: 0.481243, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.171679, Class: 0.382986, Obj: 0.504111, No Obj: 0.588578, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490918, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458567, Class: 0.451680, Obj: 0.398980, No Obj: 0.480990, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590616, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.232525, Class: 0.685898, Obj: 0.537122, No Obj: 0.491011, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441758, Class: 0.447858, Obj: 0.458040, No Obj: 0.481316, .5R: 0.454545, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.595378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769660, Class: 0.424903, Obj: 0.537976, No Obj: 0.491280, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.393409, Class: 0.420436, Obj: 0.434066, No Obj: 0.481030, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588527, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490951, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373335, Class: 0.447164, Obj: 0.448424, No Obj: 0.481191, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594904, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490643, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428845, Class: 0.439230, Obj: 0.499234, No Obj: 0.480832, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590901, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588199, Class: 0.549246, Obj: 0.420570, No Obj: 0.491188, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.371090, Class: 0.512730, Obj: 0.437280, No Obj: 0.481269, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 37: 899.893066, 901.780334 avg loss, 0.000000 rate, 3.943562 seconds, 2368 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490815, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487400, Class: 0.461725, Obj: 0.520358, No Obj: 0.480644, .5R: 0.400000, .75R: 0.100000, count: 10 Region 82 Avg IOU: 0.420817, Class: 0.355321, Obj: 0.674711, No Obj: 0.591418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644612, Class: 0.662896, Obj: 0.474371, No Obj: 0.491405, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.417679, Class: 0.449715, Obj: 0.499323, No Obj: 0.480822, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591752, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428061, Class: 0.675417, Obj: 0.626681, No Obj: 0.491223, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.293994, Class: 0.449010, Obj: 0.481068, No Obj: 0.481202, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665549, Class: 0.593348, Obj: 0.493476, No Obj: 0.490930, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514434, Class: 0.422575, Obj: 0.494237, No Obj: 0.480591, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592957, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479494, Class: 0.589250, Obj: 0.579547, No Obj: 0.490959, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419981, Class: 0.427428, Obj: 0.533463, No Obj: 0.480879, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382882, Class: 0.671167, Obj: 0.549715, No Obj: 0.491174, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.377359, Class: 0.374063, Obj: 0.605689, No Obj: 0.481103, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591812, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323278, Class: 0.607280, Obj: 0.280175, No Obj: 0.490976, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354575, Class: 0.341588, Obj: 0.398523, No Obj: 0.480832, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593744, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304445, Class: 0.422631, Obj: 0.450978, No Obj: 0.491125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328371, Class: 0.589458, Obj: 0.565369, No Obj: 0.480882, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 38: 899.278992, 901.530212 avg loss, 0.000000 rate, 3.953256 seconds, 2432 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405099, Class: 0.541347, Obj: 0.545964, No Obj: 0.490909, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426152, Class: 0.460268, Obj: 0.504606, No Obj: 0.480733, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490810, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335922, Class: 0.470286, Obj: 0.492929, No Obj: 0.480554, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586824, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490992, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.371235, Class: 0.424896, Obj: 0.404415, No Obj: 0.480514, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.203475, Class: 0.464593, Obj: 0.551568, No Obj: 0.591584, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.581318, Class: 0.722229, Obj: 0.508942, No Obj: 0.490478, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.341462, Class: 0.449384, Obj: 0.493687, No Obj: 0.480716, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.515381, Class: 0.426360, Obj: 0.602769, No Obj: 0.589516, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.555061, Class: 0.645225, Obj: 0.414440, No Obj: 0.491034, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.068812, Class: 0.521001, Obj: 0.383041, No Obj: 0.480975, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.344812, Class: 0.487575, Obj: 0.529821, No Obj: 0.589895, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490671, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.268965, Class: 0.503246, Obj: 0.327836, No Obj: 0.480515, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588436, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490517, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461194, Class: 0.474095, Obj: 0.400851, No Obj: 0.480655, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589815, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.321979, Class: 0.682858, Obj: 0.672467, No Obj: 0.490465, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.286211, Class: 0.535416, Obj: 0.552725, No Obj: 0.481099, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 39: 898.566895, 901.233887 avg loss, 0.000000 rate, 3.953911 seconds, 2496 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.562861, Class: 0.391297, Obj: 0.580066, No Obj: 0.589674, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.562744, Class: 0.479338, Obj: 0.471613, No Obj: 0.490511, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372807, Class: 0.342925, Obj: 0.390486, No Obj: 0.480475, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588946, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582151, Class: 0.510948, Obj: 0.475556, No Obj: 0.490533, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.321463, Class: 0.595999, Obj: 0.539156, No Obj: 0.480575, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.514499, Class: 0.365820, Obj: 0.723060, No Obj: 0.591368, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.407244, Class: 0.599976, Obj: 0.496011, No Obj: 0.490708, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.499323, Class: 0.383492, Obj: 0.476024, No Obj: 0.480263, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424309, Class: 0.560611, Obj: 0.444488, No Obj: 0.480430, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600381, Class: 0.674457, Obj: 0.548555, No Obj: 0.490953, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.400786, Class: 0.375414, Obj: 0.437117, No Obj: 0.480599, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490503, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446941, Class: 0.422096, Obj: 0.494455, No Obj: 0.480426, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.359858, Class: 0.412142, Obj: 0.547210, No Obj: 0.591815, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490864, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.426341, Class: 0.355854, Obj: 0.499281, No Obj: 0.480697, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704914, Class: 0.727974, Obj: 0.507029, No Obj: 0.490696, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345423, Class: 0.512135, Obj: 0.475911, No Obj: 0.480471, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 40: 897.335388, 900.844055 avg loss, 0.000000 rate, 3.945699 seconds, 2560 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589518, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.390094, Class: 0.667509, Obj: 0.534694, No Obj: 0.490847, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.304743, Class: 0.516493, Obj: 0.507360, No Obj: 0.480469, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593763, Class: 0.720932, Obj: 0.730511, No Obj: 0.490629, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.314617, Class: 0.550417, Obj: 0.505790, No Obj: 0.480142, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419810, Class: 0.609593, Obj: 0.468117, No Obj: 0.490875, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.267855, Class: 0.483375, Obj: 0.501066, No Obj: 0.480166, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553195, Class: 0.720246, Obj: 0.389658, No Obj: 0.490484, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450070, Class: 0.411306, Obj: 0.316787, No Obj: 0.480593, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490471, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423785, Class: 0.545943, Obj: 0.445382, No Obj: 0.480391, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592989, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684809, Class: 0.345498, Obj: 0.541479, No Obj: 0.490436, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.286593, Class: 0.498344, Obj: 0.271189, No Obj: 0.480252, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.593818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456032, Class: 0.585761, Obj: 0.634979, No Obj: 0.491060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.464018, Class: 0.488983, Obj: 0.598223, No Obj: 0.480530, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592512, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490759, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412294, Class: 0.507555, Obj: 0.509430, No Obj: 0.480152, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 41: 897.233582, 900.483032 avg loss, 0.000000 rate, 3.941422 seconds, 2624 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489999, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493677, Class: 0.339983, Obj: 0.586948, No Obj: 0.480105, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591659, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.348799, Class: 0.430276, Obj: 0.385161, No Obj: 0.479931, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589554, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490826, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416753, Class: 0.513844, Obj: 0.460505, No Obj: 0.480272, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589767, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776663, Class: 0.654171, Obj: 0.539493, No Obj: 0.490705, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.434052, Class: 0.471662, Obj: 0.520521, No Obj: 0.480166, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588960, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538853, Class: 0.670594, Obj: 0.359813, No Obj: 0.490199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382291, Class: 0.472969, Obj: 0.454536, No Obj: 0.480123, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552171, Class: 0.597453, Obj: 0.532974, No Obj: 0.490071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.495649, Class: 0.440013, Obj: 0.502489, No Obj: 0.480109, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490274, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437319, Class: 0.451431, Obj: 0.358586, No Obj: 0.480122, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377409, Class: 0.811902, Obj: 0.602927, No Obj: 0.490172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.333995, Class: 0.492995, Obj: 0.469986, No Obj: 0.480036, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 42: 895.968567, 900.031616 avg loss, 0.000000 rate, 3.925196 seconds, 2688 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.261030, Class: 0.391724, Obj: 0.432432, No Obj: 0.591594, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.458920, Class: 0.601868, Obj: 0.691800, No Obj: 0.489975, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.436629, Class: 0.509273, Obj: 0.388454, No Obj: 0.479827, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746621, Class: 0.629341, Obj: 0.577489, No Obj: 0.489893, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550791, Class: 0.495576, Obj: 0.505723, No Obj: 0.479946, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490293, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444484, Class: 0.236998, Obj: 0.427127, No Obj: 0.479757, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589817, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.286373, Class: 0.605408, Obj: 0.580687, No Obj: 0.490285, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.454964, Class: 0.536262, Obj: 0.528037, No Obj: 0.479657, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591723, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627697, Class: 0.557532, Obj: 0.526859, No Obj: 0.490009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458582, Class: 0.428651, Obj: 0.510968, No Obj: 0.479690, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586843, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796679, Class: 0.580648, Obj: 0.482615, No Obj: 0.490102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.469028, Class: 0.416246, Obj: 0.476183, No Obj: 0.479656, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590679, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.498846, Class: 0.504179, Obj: 0.481794, No Obj: 0.479331, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.594799, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441825, Class: 0.612983, Obj: 0.589690, No Obj: 0.479658, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 43: 894.399170, 899.468384 avg loss, 0.000000 rate, 3.919579 seconds, 2752 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490855, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565639, Class: 0.564677, Obj: 0.582870, No Obj: 0.479223, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591941, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399020, Class: 0.582519, Obj: 0.540503, No Obj: 0.490384, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.293098, Class: 0.449632, Obj: 0.628492, No Obj: 0.479617, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524178, Class: 0.571675, Obj: 0.391566, No Obj: 0.490230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504522, Class: 0.455072, Obj: 0.431767, No Obj: 0.479242, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497911, Class: 0.691569, Obj: 0.368137, No Obj: 0.490432, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343366, Class: 0.444065, Obj: 0.457777, No Obj: 0.479407, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490278, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.186620, Class: 0.471502, Obj: 0.649905, No Obj: 0.479535, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592674, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383631, Class: 0.379242, Obj: 0.485640, No Obj: 0.479149, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592658, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438318, Class: 0.598233, Obj: 0.493527, No Obj: 0.490061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.346830, Class: 0.467247, Obj: 0.458705, No Obj: 0.479202, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592967, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490280, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546369, Class: 0.463126, Obj: 0.479191, No Obj: 0.479319, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 44: 894.458923, 898.967407 avg loss, 0.000000 rate, 3.906616 seconds, 2816 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429174, Class: 0.663153, Obj: 0.527189, No Obj: 0.490188, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740984, Class: 0.471377, Obj: 0.430050, No Obj: 0.478978, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489461, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393868, Class: 0.441419, Obj: 0.470512, No Obj: 0.479200, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605520, Class: 0.622554, Obj: 0.668607, No Obj: 0.489823, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.399314, Class: 0.404852, Obj: 0.538316, No Obj: 0.478883, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590720, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490286, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.314092, Class: 0.395397, Obj: 0.497359, No Obj: 0.479048, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588496, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552546, Class: 0.710985, Obj: 0.515111, No Obj: 0.489815, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.502652, Class: 0.589377, Obj: 0.428545, No Obj: 0.479123, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.396889, Class: 0.342428, Obj: 0.519344, No Obj: 0.589969, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489658, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427780, Class: 0.523979, Obj: 0.532375, No Obj: 0.478729, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.255226, Class: 0.521864, Obj: 0.584064, No Obj: 0.489833, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386449, Class: 0.449457, Obj: 0.521043, No Obj: 0.479028, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589483, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826838, Class: 0.616374, Obj: 0.378336, No Obj: 0.490082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750287, Class: 0.252480, Obj: 0.438735, No Obj: 0.478966, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 45: 892.935364, 898.364197 avg loss, 0.000000 rate, 3.903630 seconds, 2880 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.200305, Class: 0.368846, Obj: 0.486448, No Obj: 0.589517, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.469896, Class: 0.670986, Obj: 0.529265, No Obj: 0.489703, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.281736, Class: 0.316794, Obj: 0.551094, No Obj: 0.478647, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.380696, Class: 0.467617, Obj: 0.538544, No Obj: 0.593123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489832, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.360439, Class: 0.467488, Obj: 0.491384, No Obj: 0.478723, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587582, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436120, Class: 0.386581, Obj: 0.518016, No Obj: 0.489498, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337656, Class: 0.376053, Obj: 0.473898, No Obj: 0.478430, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.415555, Class: 0.507195, Obj: 0.589224, No Obj: 0.590275, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.412990, Class: 0.688935, Obj: 0.493179, No Obj: 0.489856, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.283425, Class: 0.432829, Obj: 0.560930, No Obj: 0.478551, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555311, Class: 0.604066, Obj: 0.544312, No Obj: 0.489158, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.438372, Class: 0.479035, Obj: 0.471075, No Obj: 0.478713, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590673, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355460, Class: 0.566292, Obj: 0.372296, No Obj: 0.489889, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.450255, Class: 0.462352, Obj: 0.431418, No Obj: 0.478627, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.280707, Class: 0.506636, Obj: 0.400483, No Obj: 0.591276, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.352682, Class: 0.753519, Obj: 0.391740, No Obj: 0.489318, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.393040, Class: 0.493837, Obj: 0.445522, No Obj: 0.479038, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457440, Class: 0.708148, Obj: 0.602408, No Obj: 0.489633, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380673, Class: 0.478985, Obj: 0.483416, No Obj: 0.478942, .5R: 0.181818, .75R: 0.181818, count: 11 (next mAP calculation at 1000 iterations) 46: 892.019714, 897.729736 avg loss, 0.000000 rate, 3.904453 seconds, 2944 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.513141, Class: 0.658490, Obj: 0.400943, No Obj: 0.589703, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.795497, Class: 0.433646, Obj: 0.401476, No Obj: 0.489376, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.401004, Class: 0.505467, Obj: 0.526770, No Obj: 0.478098, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363776, Class: 0.476625, Obj: 0.459396, No Obj: 0.478108, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590779, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.299309, Class: 0.631206, Obj: 0.437372, No Obj: 0.489819, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387701, Class: 0.519948, Obj: 0.496233, No Obj: 0.478026, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.336250, Class: 0.284515, Obj: 0.407718, No Obj: 0.586939, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489601, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.295029, Class: 0.682522, Obj: 0.523161, No Obj: 0.478291, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592366, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489838, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362384, Class: 0.380587, Obj: 0.418740, No Obj: 0.478113, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.476346, Class: 0.379666, Obj: 0.581285, No Obj: 0.589645, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.309989, Class: 0.731994, Obj: 0.563963, No Obj: 0.489370, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.317438, Class: 0.485060, Obj: 0.397684, No Obj: 0.477958, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687363, Class: 0.759215, Obj: 0.561532, No Obj: 0.489708, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511111, Class: 0.436605, Obj: 0.561077, No Obj: 0.478285, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364291, Class: 0.792786, Obj: 0.672046, No Obj: 0.489451, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480557, Class: 0.397875, Obj: 0.563143, No Obj: 0.478086, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 47: 890.288940, 896.985657 avg loss, 0.000000 rate, 3.904374 seconds, 3008 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590493, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497471, Class: 0.637372, Obj: 0.656701, No Obj: 0.489307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360522, Class: 0.480432, Obj: 0.451039, No Obj: 0.477783, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588652, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527034, Class: 0.611702, Obj: 0.515156, No Obj: 0.489171, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.415834, Class: 0.461000, Obj: 0.462609, No Obj: 0.477743, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589624, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502469, Class: 0.744988, Obj: 0.483387, No Obj: 0.489806, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.432146, Class: 0.458537, Obj: 0.477707, No Obj: 0.477444, .5R: 0.300000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489848, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503203, Class: 0.487858, Obj: 0.482362, No Obj: 0.477749, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585866, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626888, Class: 0.584841, Obj: 0.475884, No Obj: 0.489372, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.336694, Class: 0.504615, Obj: 0.610604, No Obj: 0.477830, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.334599, Class: 0.751007, Obj: 0.355446, No Obj: 0.489023, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342500, Class: 0.448056, Obj: 0.440865, No Obj: 0.477790, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491666, Class: 0.690706, Obj: 0.477565, No Obj: 0.489320, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.531424, Class: 0.368634, Obj: 0.429580, No Obj: 0.477933, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589852, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617115, Class: 0.560371, Obj: 0.469884, No Obj: 0.489281, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.500294, Class: 0.442339, Obj: 0.589050, No Obj: 0.477287, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 48: 889.016541, 896.188721 avg loss, 0.000000 rate, 3.906497 seconds, 3072 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.252456, Class: 0.638229, Obj: 0.534349, No Obj: 0.488855, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551649, Class: 0.416244, Obj: 0.426920, No Obj: 0.477088, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589371, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489293, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.336651, Class: 0.548511, Obj: 0.450365, No Obj: 0.476991, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588739, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417470, Class: 0.775467, Obj: 0.616507, No Obj: 0.489041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395246, Class: 0.561513, Obj: 0.530881, No Obj: 0.477096, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588366, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804192, Class: 0.399976, Obj: 0.565216, No Obj: 0.489331, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.495336, Class: 0.450054, Obj: 0.539636, No Obj: 0.477406, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590681, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485742, Class: 0.791005, Obj: 0.400172, No Obj: 0.488781, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397649, Class: 0.498264, Obj: 0.323098, No Obj: 0.476917, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590493, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520730, Class: 0.483698, Obj: 0.365557, No Obj: 0.489117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.196503, Class: 0.573599, Obj: 0.546688, No Obj: 0.477016, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588325, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519871, Class: 0.637003, Obj: 0.632371, No Obj: 0.488936, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398175, Class: 0.395059, Obj: 0.448598, No Obj: 0.477368, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.592362, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541540, Class: 0.425523, Obj: 0.473253, No Obj: 0.476788, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 49: 887.495239, 895.319397 avg loss, 0.000000 rate, 3.890595 seconds, 3136 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591754, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356156, Class: 0.700719, Obj: 0.697952, No Obj: 0.489348, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403533, Class: 0.444920, Obj: 0.451809, No Obj: 0.476474, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.416752, Class: 0.421761, Obj: 0.512209, No Obj: 0.589419, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.504189, Class: 0.665239, Obj: 0.554873, No Obj: 0.488436, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.291331, Class: 0.501684, Obj: 0.396272, No Obj: 0.476480, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589894, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912558, Class: 0.568546, Obj: 0.338525, No Obj: 0.488902, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.342002, Class: 0.429316, Obj: 0.468623, No Obj: 0.476324, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.488836, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.290198, Class: 0.465112, Obj: 0.437896, No Obj: 0.476486, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587839, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583341, Class: 0.636735, Obj: 0.525567, No Obj: 0.489095, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.628077, Class: 0.401841, Obj: 0.496557, No Obj: 0.476884, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589638, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361999, Class: 0.739511, Obj: 0.437165, No Obj: 0.488519, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.406982, Class: 0.448591, Obj: 0.469259, No Obj: 0.476533, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587484, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498092, Class: 0.627712, Obj: 0.551074, No Obj: 0.488371, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.300184, Class: 0.581955, Obj: 0.432875, No Obj: 0.476853, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590365, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.488822, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392322, Class: 0.414131, Obj: 0.335425, No Obj: 0.476240, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 50: 886.126953, 894.400146 avg loss, 0.000000 rate, 3.894475 seconds, 3200 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411670, Class: 0.578456, Obj: 0.579596, No Obj: 0.488189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467515, Class: 0.610971, Obj: 0.536949, No Obj: 0.475670, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420410, Class: 0.706565, Obj: 0.566257, No Obj: 0.488617, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319515, Class: 0.422672, Obj: 0.413959, No Obj: 0.475859, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589788, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854590, Class: 0.733789, Obj: 0.639493, No Obj: 0.488439, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.407064, Class: 0.451883, Obj: 0.435434, No Obj: 0.475728, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623382, Class: 0.809426, Obj: 0.443429, No Obj: 0.488998, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.292378, Class: 0.493001, Obj: 0.438749, No Obj: 0.475779, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.488613, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480038, Class: 0.487905, Obj: 0.493160, No Obj: 0.475710, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591905, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491463, Class: 0.626457, Obj: 0.591096, No Obj: 0.488415, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.584245, Class: 0.351099, Obj: 0.537911, No Obj: 0.476101, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590310, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595012, Class: 0.514916, Obj: 0.492701, No Obj: 0.488573, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515291, Class: 0.466475, Obj: 0.537401, No Obj: 0.475889, .5R: 0.454545, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737663, Class: 0.471184, Obj: 0.537693, No Obj: 0.488746, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.413505, Class: 0.567829, Obj: 0.475405, No Obj: 0.476086, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 51: 883.840027, 893.344116 avg loss, 0.000000 rate, 3.903249 seconds, 3264 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.454515, Class: 0.440769, Obj: 0.491776, No Obj: 0.589745, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.626087, Class: 0.623447, Obj: 0.579476, No Obj: 0.488721, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.463325, Class: 0.567558, Obj: 0.559104, No Obj: 0.475013, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.488107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457992, Class: 0.363339, Obj: 0.506821, No Obj: 0.475243, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613712, Class: 0.574474, Obj: 0.461614, No Obj: 0.488500, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404793, Class: 0.480733, Obj: 0.508672, No Obj: 0.475540, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.488426, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.187011, Class: 0.456898, Obj: 0.456976, No Obj: 0.475285, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487726, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397410, Class: 0.548843, Obj: 0.470716, No Obj: 0.475346, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588702, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541422, Class: 0.678532, Obj: 0.572308, No Obj: 0.488177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420987, Class: 0.478394, Obj: 0.472900, No Obj: 0.475155, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.591013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459804, Class: 0.706359, Obj: 0.509012, No Obj: 0.488377, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.389247, Class: 0.436845, Obj: 0.513688, No Obj: 0.474917, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459408, Class: 0.664651, Obj: 0.521037, No Obj: 0.488196, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.377533, Class: 0.415069, Obj: 0.495680, No Obj: 0.475354, .5R: 0.375000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 52: 882.090698, 892.218750 avg loss, 0.000000 rate, 3.904154 seconds, 3328 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570936, Class: 0.519113, Obj: 0.485834, No Obj: 0.487991, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.369614, Class: 0.466850, Obj: 0.488470, No Obj: 0.474500, .5R: 0.153846, .75R: 0.153846, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589889, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581130, Class: 0.702014, Obj: 0.529250, No Obj: 0.488043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.423418, Class: 0.444859, Obj: 0.405322, No Obj: 0.474458, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590620, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.488266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469141, Class: 0.519411, Obj: 0.468790, No Obj: 0.474455, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589998, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487980, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.250599, Class: 0.579496, Obj: 0.414575, No Obj: 0.474600, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586365, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.334933, Class: 0.528890, Obj: 0.636760, No Obj: 0.488130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417900, Class: 0.423514, Obj: 0.446274, No Obj: 0.474518, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.441406, Class: 0.359563, Obj: 0.735099, No Obj: 0.583470, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.228555, Class: 0.800446, Obj: 0.461696, No Obj: 0.487789, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370211, Class: 0.437518, Obj: 0.316317, No Obj: 0.474621, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487492, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435484, Class: 0.347279, Obj: 0.613727, No Obj: 0.474615, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588558, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487997, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514038, Class: 0.423048, Obj: 0.463873, No Obj: 0.474672, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 53: 879.656616, 890.962524 avg loss, 0.000000 rate, 3.902093 seconds, 3392 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589557, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415342, Class: 0.365810, Obj: 0.432660, No Obj: 0.473552, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587658, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704766, Class: 0.494333, Obj: 0.479002, No Obj: 0.487847, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467859, Class: 0.609449, Obj: 0.438925, No Obj: 0.473423, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518904, Class: 0.630076, Obj: 0.436157, No Obj: 0.487383, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.323444, Class: 0.539777, Obj: 0.455036, No Obj: 0.473631, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.520340, Class: 0.469855, Obj: 0.468382, No Obj: 0.586206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487564, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315758, Class: 0.404393, Obj: 0.537933, No Obj: 0.473780, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586676, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742230, Class: 0.525812, Obj: 0.552939, No Obj: 0.487653, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370496, Class: 0.512573, Obj: 0.604167, No Obj: 0.473699, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590922, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455911, Class: 0.504562, Obj: 0.457620, No Obj: 0.473819, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588776, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508171, Class: 0.831729, Obj: 0.547555, No Obj: 0.487858, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459795, Class: 0.444392, Obj: 0.483255, No Obj: 0.473921, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586832, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608144, Class: 0.668149, Obj: 0.523038, No Obj: 0.486876, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.388319, Class: 0.492128, Obj: 0.540326, No Obj: 0.473859, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 54: 876.766357, 889.542908 avg loss, 0.000000 rate, 3.907387 seconds, 3456 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.584877, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714306, Class: 0.436845, Obj: 0.473778, No Obj: 0.487069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.472957, Class: 0.508406, Obj: 0.618364, No Obj: 0.473040, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.359013, Class: 0.420202, Obj: 0.712601, No Obj: 0.587465, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.687402, Class: 0.598385, Obj: 0.513665, No Obj: 0.487597, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.497239, Class: 0.479016, Obj: 0.478301, No Obj: 0.472756, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589344, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573953, Class: 0.426036, Obj: 0.612685, No Obj: 0.487154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498030, Class: 0.493514, Obj: 0.433782, No Obj: 0.472879, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479650, Class: 0.602357, Obj: 0.671323, No Obj: 0.487258, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582797, Class: 0.537634, Obj: 0.408841, No Obj: 0.472778, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587558, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834021, Class: 0.454763, Obj: 0.520717, No Obj: 0.487339, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.224622, Class: 0.559598, Obj: 0.460410, No Obj: 0.472778, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462384, Class: 0.766643, Obj: 0.495071, No Obj: 0.487559, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467657, Class: 0.549518, Obj: 0.519857, No Obj: 0.472893, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.251574, Class: 0.458381, Obj: 0.458742, No Obj: 0.586415, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.569288, Class: 0.708160, Obj: 0.470606, No Obj: 0.486920, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.438113, Class: 0.491046, Obj: 0.482669, No Obj: 0.472788, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585947, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487259, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578521, Class: 0.421556, Obj: 0.537000, No Obj: 0.473093, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 55: 874.932922, 888.081909 avg loss, 0.000000 rate, 3.900536 seconds, 3520 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483694, Class: 0.519467, Obj: 0.569139, No Obj: 0.486942, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.293358, Class: 0.425783, Obj: 0.534403, No Obj: 0.471801, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586390, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817413, Class: 0.838927, Obj: 0.499602, No Obj: 0.486765, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.472641, Class: 0.538381, Obj: 0.435856, No Obj: 0.471912, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.260233, Class: 0.552056, Obj: 0.381216, No Obj: 0.486941, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539941, Class: 0.419890, Obj: 0.458531, No Obj: 0.472036, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585700, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486807, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388982, Class: 0.571580, Obj: 0.300508, No Obj: 0.472061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.590250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486816, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373136, Class: 0.416745, Obj: 0.416273, No Obj: 0.471812, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587710, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486579, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.369308, Class: 0.436215, Obj: 0.537082, No Obj: 0.472059, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634132, Class: 0.202002, Obj: 0.410461, No Obj: 0.487131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451843, Class: 0.442437, Obj: 0.460396, No Obj: 0.471728, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587952, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486969, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422212, Class: 0.434974, Obj: 0.468200, No Obj: 0.471798, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 56: 872.515991, 886.525330 avg loss, 0.000000 rate, 3.900924 seconds, 3584 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589643, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575593, Class: 0.653174, Obj: 0.667606, No Obj: 0.486329, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.479521, Class: 0.429159, Obj: 0.472962, No Obj: 0.471026, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.589570, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.257873, Class: 0.496994, Obj: 0.520814, No Obj: 0.470949, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587715, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.291534, Class: 0.451098, Obj: 0.472871, No Obj: 0.470971, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751804, Class: 0.285411, Obj: 0.488897, No Obj: 0.485974, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.365216, Class: 0.458713, Obj: 0.408193, No Obj: 0.470873, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399200, Class: 0.421947, Obj: 0.460107, No Obj: 0.486243, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462750, Class: 0.482251, Obj: 0.580240, No Obj: 0.471184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586627, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.349168, Class: 0.575318, Obj: 0.526849, No Obj: 0.486221, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.281150, Class: 0.445101, Obj: 0.492108, No Obj: 0.470695, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486206, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.304452, Class: 0.511840, Obj: 0.445329, No Obj: 0.470929, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586768, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520316, Class: 0.535269, Obj: 0.365744, No Obj: 0.486531, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.359081, Class: 0.427103, Obj: 0.499486, No Obj: 0.471246, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 57: 869.340149, 884.806824 avg loss, 0.000000 rate, 3.903202 seconds, 3648 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586890, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452056, Class: 0.538970, Obj: 0.546991, No Obj: 0.486160, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.356595, Class: 0.381074, Obj: 0.386702, No Obj: 0.470334, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.588292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.485909, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.332194, Class: 0.513800, Obj: 0.490677, No Obj: 0.469748, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.584776, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.485610, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.214494, Class: 0.464192, Obj: 0.460220, No Obj: 0.470413, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.584232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.372907, Class: 0.544769, Obj: 0.493508, No Obj: 0.485687, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.599106, Class: 0.332255, Obj: 0.581896, No Obj: 0.470002, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.302448, Class: 0.256238, Obj: 0.635884, No Obj: 0.585771, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.441508, Class: 0.749023, Obj: 0.292995, No Obj: 0.485872, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342860, Class: 0.451688, Obj: 0.466762, No Obj: 0.469946, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.485730, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298660, Class: 0.462241, Obj: 0.508978, No Obj: 0.469974, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587996, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354660, Class: 0.424787, Obj: 0.466203, No Obj: 0.470109, .5R: 0.142857, .75R: 0.000000, count: 14 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548545, Class: 0.554595, Obj: 0.511984, No Obj: 0.485805, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.145626, Class: 0.351558, Obj: 0.470573, No Obj: 0.469911, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 58: 866.786255, 883.004761 avg loss, 0.000000 rate, 3.921228 seconds, 3712 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.485826, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351780, Class: 0.529994, Obj: 0.507638, No Obj: 0.468670, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.258498, Class: 0.379003, Obj: 0.549619, No Obj: 0.587236, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.450098, Class: 0.471677, Obj: 0.509470, No Obj: 0.485378, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.549197, Class: 0.521740, Obj: 0.318293, No Obj: 0.469084, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585384, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.484971, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556673, Class: 0.466938, Obj: 0.455489, No Obj: 0.468724, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.357618, Class: 0.258149, Obj: 0.388739, No Obj: 0.485415, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.135666, Class: 0.555679, Obj: 0.623050, No Obj: 0.468634, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585970, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.285238, Class: 0.675280, Obj: 0.604557, No Obj: 0.484988, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.444743, Class: 0.504587, Obj: 0.555550, No Obj: 0.469205, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742692, Class: 0.271697, Obj: 0.576694, No Obj: 0.485491, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.303223, Class: 0.396123, Obj: 0.569793, No Obj: 0.469109, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585456, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.407040, Class: 0.645805, Obj: 0.560501, No Obj: 0.484996, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360000, Class: 0.393554, Obj: 0.382109, No Obj: 0.468711, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.459041, Class: 0.453161, Obj: 0.501930, No Obj: 0.585517, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.591485, Class: 0.660830, Obj: 0.557467, No Obj: 0.485642, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.293370, Class: 0.436305, Obj: 0.474716, No Obj: 0.468884, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 59: 863.189270, 881.023193 avg loss, 0.000000 rate, 3.909935 seconds, 3776 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586694, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598825, Class: 0.683964, Obj: 0.608762, No Obj: 0.484581, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.485376, Class: 0.466346, Obj: 0.501793, No Obj: 0.467877, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581376, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.485231, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462344, Class: 0.537163, Obj: 0.518181, No Obj: 0.467338, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.432445, Class: 0.509675, Obj: 0.371708, No Obj: 0.586083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.541627, Class: 0.504325, Obj: 0.479004, No Obj: 0.484851, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.326780, Class: 0.447057, Obj: 0.483500, No Obj: 0.467496, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585922, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.484455, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.274639, Class: 0.499402, Obj: 0.420215, No Obj: 0.467835, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586731, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602398, Class: 0.609258, Obj: 0.442996, No Obj: 0.484710, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.345424, Class: 0.443712, Obj: 0.469700, No Obj: 0.467268, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583630, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771136, Class: 0.626622, Obj: 0.487010, No Obj: 0.484385, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.130949, Class: 0.460463, Obj: 0.393712, No Obj: 0.467622, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.185413, Class: 0.666758, Obj: 0.433773, No Obj: 0.589653, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.258005, Class: 0.683542, Obj: 0.437416, No Obj: 0.484690, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319733, Class: 0.534012, Obj: 0.499802, No Obj: 0.467488, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.274757, Class: 0.335862, Obj: 0.459520, No Obj: 0.581061, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431681, Class: 0.671652, Obj: 0.502355, No Obj: 0.484566, .5R: 0.200000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.309959, Class: 0.537557, Obj: 0.409256, No Obj: 0.467659, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 60: 859.291809, 878.850037 avg loss, 0.000000 rate, 3.902428 seconds, 3840 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.301451, Class: 0.622391, Obj: 0.577267, No Obj: 0.585166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.483884, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.387651, Class: 0.491499, Obj: 0.482659, No Obj: 0.466504, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595084, Class: 0.603097, Obj: 0.392137, No Obj: 0.484116, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.515858, Class: 0.508547, Obj: 0.502672, No Obj: 0.466328, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585732, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536745, Class: 0.644844, Obj: 0.552210, No Obj: 0.483890, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.158731, Class: 0.432443, Obj: 0.580835, No Obj: 0.466350, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581579, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573492, Class: 0.599934, Obj: 0.434423, No Obj: 0.484230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.293307, Class: 0.595710, Obj: 0.365115, No Obj: 0.466610, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583783, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.484338, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.352807, Class: 0.450312, Obj: 0.478772, No Obj: 0.466464, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.366311, Class: 0.392774, Obj: 0.522730, No Obj: 0.585250, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.635329, Class: 0.504366, Obj: 0.519963, No Obj: 0.484340, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.353808, Class: 0.382980, Obj: 0.464525, No Obj: 0.466267, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585998, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.299814, Class: 0.466609, Obj: 0.515516, No Obj: 0.484300, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691503, Class: 0.429935, Obj: 0.327196, No Obj: 0.466560, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405599, Class: 0.661090, Obj: 0.528659, No Obj: 0.483988, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.428018, Class: 0.464951, Obj: 0.477963, No Obj: 0.466661, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 61: 855.367798, 876.501831 avg loss, 0.000000 rate, 3.904631 seconds, 3904 images Loaded: 0.000069 seconds Region 82 Avg IOU: 0.248041, Class: 0.397130, Obj: 0.785262, No Obj: 0.583826, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.568088, Class: 0.626840, Obj: 0.330926, No Obj: 0.483611, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448076, Class: 0.496785, Obj: 0.459589, No Obj: 0.464936, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.587521, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.483476, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415502, Class: 0.500536, Obj: 0.525175, No Obj: 0.464811, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586555, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.484056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384326, Class: 0.366844, Obj: 0.440038, No Obj: 0.464707, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585979, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635335, Class: 0.648474, Obj: 0.457338, No Obj: 0.483789, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412285, Class: 0.402847, Obj: 0.470509, No Obj: 0.465019, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.483110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.322109, Class: 0.482925, Obj: 0.415370, No Obj: 0.465094, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.584065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394289, Class: 0.475404, Obj: 0.364166, No Obj: 0.483948, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386814, Class: 0.515149, Obj: 0.529881, No Obj: 0.465079, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513567, Class: 0.634931, Obj: 0.626629, No Obj: 0.483133, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.366130, Class: 0.543416, Obj: 0.381925, No Obj: 0.465431, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582695, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503009, Class: 0.705806, Obj: 0.508870, No Obj: 0.483499, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.445464, Class: 0.536479, Obj: 0.593658, No Obj: 0.465569, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 62: 851.740112, 874.025635 avg loss, 0.000000 rate, 3.901726 seconds, 3968 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579895, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.358362, Class: 0.673670, Obj: 0.503295, No Obj: 0.482745, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.410685, Class: 0.492604, Obj: 0.512154, No Obj: 0.463868, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.469528, Class: 0.349763, Obj: 0.505653, No Obj: 0.585889, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482947, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549269, Class: 0.497301, Obj: 0.403194, No Obj: 0.463466, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579983, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732484, Class: 0.402470, Obj: 0.566072, No Obj: 0.482393, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400458, Class: 0.529662, Obj: 0.417180, No Obj: 0.463846, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582826, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444238, Class: 0.617490, Obj: 0.356820, No Obj: 0.482421, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459256, Class: 0.440476, Obj: 0.529755, No Obj: 0.463857, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.586152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740956, Class: 0.577711, Obj: 0.594566, No Obj: 0.482983, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403539, Class: 0.558661, Obj: 0.461392, No Obj: 0.463576, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482363, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480329, Class: 0.441121, Obj: 0.291650, No Obj: 0.463406, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.585552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482988, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.284240, Class: 0.387822, Obj: 0.434123, No Obj: 0.463756, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494200, Class: 0.714156, Obj: 0.588246, No Obj: 0.482821, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.397582, Class: 0.389833, Obj: 0.450674, No Obj: 0.463249, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 63: 846.617432, 871.284790 avg loss, 0.000000 rate, 3.905183 seconds, 4032 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.167332, Class: 0.473013, Obj: 0.339309, No Obj: 0.583221, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.650644, Class: 0.598865, Obj: 0.471969, No Obj: 0.482045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.415417, Class: 0.566667, Obj: 0.449662, No Obj: 0.462333, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583789, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399485, Class: 0.653585, Obj: 0.428446, No Obj: 0.482071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535965, Class: 0.616446, Obj: 0.399762, No Obj: 0.461849, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.580906, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533589, Class: 0.619249, Obj: 0.491916, No Obj: 0.482108, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.356553, Class: 0.372502, Obj: 0.393227, No Obj: 0.462259, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.624151, Class: 0.311791, Obj: 0.602703, No Obj: 0.583658, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482215, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456066, Class: 0.487304, Obj: 0.450846, No Obj: 0.461824, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526151, Class: 0.659941, Obj: 0.597802, No Obj: 0.481972, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.315923, Class: 0.344312, Obj: 0.475772, No Obj: 0.461610, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582885, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481954, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.449610, Class: 0.388350, Obj: 0.489813, No Obj: 0.461993, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732335, Class: 0.755906, Obj: 0.512675, No Obj: 0.482359, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434990, Class: 0.461870, Obj: 0.436399, No Obj: 0.462331, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582973, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413680, Class: 0.624316, Obj: 0.436844, No Obj: 0.482412, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.204679, Class: 0.388071, Obj: 0.437967, No Obj: 0.462000, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 64: 842.691040, 868.425415 avg loss, 0.000000 rate, 3.905527 seconds, 4096 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581347, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481334, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.330987, Class: 0.538329, Obj: 0.536338, No Obj: 0.460630, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481341, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.294954, Class: 0.577384, Obj: 0.531754, No Obj: 0.460417, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481554, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.308202, Class: 0.489015, Obj: 0.359480, No Obj: 0.460588, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.530347, Class: 0.403481, Obj: 0.514993, No Obj: 0.579950, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397996, Class: 0.503529, Obj: 0.416247, No Obj: 0.460630, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583779, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454912, Class: 0.685430, Obj: 0.568444, No Obj: 0.481003, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.519931, Class: 0.466630, Obj: 0.501959, No Obj: 0.460197, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.584693, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481536, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469083, Class: 0.517082, Obj: 0.484913, No Obj: 0.460176, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581001, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856577, Class: 0.432567, Obj: 0.322414, No Obj: 0.481093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.317093, Class: 0.416023, Obj: 0.432691, No Obj: 0.460633, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528547, Class: 0.743851, Obj: 0.496578, No Obj: 0.481049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.263807, Class: 0.451675, Obj: 0.497719, No Obj: 0.460530, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 65: 837.689331, 865.351807 avg loss, 0.000000 rate, 3.906929 seconds, 4160 images Loaded: 0.000074 seconds Region 82 Avg IOU: 0.388457, Class: 0.557305, Obj: 0.489947, No Obj: 0.582701, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.324594, Class: 0.617051, Obj: 0.546029, No Obj: 0.480448, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.352783, Class: 0.499231, Obj: 0.455895, No Obj: 0.458363, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.416445, Class: 0.465587, Obj: 0.522000, No Obj: 0.583983, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.480381, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.368321, Class: 0.385148, Obj: 0.495515, No Obj: 0.458709, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.268605, Class: 0.530656, Obj: 0.526406, No Obj: 0.480155, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.293543, Class: 0.481053, Obj: 0.439475, No Obj: 0.458634, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625072, Class: 0.749145, Obj: 0.394331, No Obj: 0.480184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429238, Class: 0.446121, Obj: 0.424187, No Obj: 0.458626, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.580242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.480819, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344388, Class: 0.421256, Obj: 0.501027, No Obj: 0.458822, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581989, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804422, Class: 0.715623, Obj: 0.448191, No Obj: 0.480493, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.375025, Class: 0.349181, Obj: 0.425489, No Obj: 0.458785, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581508, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570747, Class: 0.601200, Obj: 0.307883, No Obj: 0.480401, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.220741, Class: 0.486586, Obj: 0.411071, No Obj: 0.458797, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.398986, Class: 0.341343, Obj: 0.645473, No Obj: 0.579195, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.593266, Class: 0.619088, Obj: 0.538669, No Obj: 0.479940, .5R: 0.800000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.476454, Class: 0.428416, Obj: 0.473113, No Obj: 0.458693, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 66: 832.625732, 862.079224 avg loss, 0.000000 rate, 3.909066 seconds, 4224 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577686, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.479702, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436993, Class: 0.500354, Obj: 0.393535, No Obj: 0.456841, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581876, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.479868, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.124663, Class: 0.375230, Obj: 0.599320, No Obj: 0.456994, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.293403, Class: 0.448351, Obj: 0.489915, No Obj: 0.479532, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.355437, Class: 0.516343, Obj: 0.411664, No Obj: 0.456776, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847671, Class: 0.523128, Obj: 0.626048, No Obj: 0.479769, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.345354, Class: 0.355419, Obj: 0.419670, No Obj: 0.457078, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579411, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318673, Class: 0.529029, Obj: 0.340187, No Obj: 0.479645, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461472, Class: 0.382217, Obj: 0.513868, No Obj: 0.457024, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.283658, Class: 0.613705, Obj: 0.454160, No Obj: 0.479294, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469193, Class: 0.404034, Obj: 0.408768, No Obj: 0.456946, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.580615, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667610, Class: 0.700501, Obj: 0.343155, No Obj: 0.479971, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.332531, Class: 0.488357, Obj: 0.446588, No Obj: 0.456733, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339529, Class: 0.655896, Obj: 0.543234, No Obj: 0.479260, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.423496, Class: 0.535707, Obj: 0.496330, No Obj: 0.456830, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 67: 827.327515, 858.604065 avg loss, 0.000000 rate, 3.897717 seconds, 4288 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.580935, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529763, Class: 0.627508, Obj: 0.452904, No Obj: 0.478596, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.435401, Class: 0.521706, Obj: 0.405483, No Obj: 0.454665, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582815, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525343, Class: 0.591370, Obj: 0.405170, No Obj: 0.478197, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.383206, Class: 0.486341, Obj: 0.498633, No Obj: 0.454947, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.583007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698833, Class: 0.326881, Obj: 0.450618, No Obj: 0.478813, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370596, Class: 0.506823, Obj: 0.512500, No Obj: 0.454453, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579773, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510537, Class: 0.566908, Obj: 0.451539, No Obj: 0.478217, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.562312, Class: 0.391161, Obj: 0.448513, No Obj: 0.454982, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.131987, Class: 0.422413, Obj: 0.604236, No Obj: 0.580874, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727048, Class: 0.662931, Obj: 0.453555, No Obj: 0.478849, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415337, Class: 0.445255, Obj: 0.439417, No Obj: 0.454861, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.575992, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863444, Class: 0.797024, Obj: 0.354795, No Obj: 0.478763, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.294572, Class: 0.467725, Obj: 0.454118, No Obj: 0.454650, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578407, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.478231, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490222, Class: 0.405112, Obj: 0.406432, No Obj: 0.454964, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578955, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546290, Class: 0.564087, Obj: 0.467092, No Obj: 0.478466, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.510973, Class: 0.436537, Obj: 0.420736, No Obj: 0.455155, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 68: 822.273376, 854.971008 avg loss, 0.000000 rate, 3.908886 seconds, 4352 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.581431, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647878, Class: 0.557378, Obj: 0.393238, No Obj: 0.477571, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.358089, Class: 0.424781, Obj: 0.442019, No Obj: 0.452441, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579940, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428419, Class: 0.490575, Obj: 0.456862, No Obj: 0.477649, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347827, Class: 0.418914, Obj: 0.576267, No Obj: 0.453125, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.582853, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.220893, Class: 0.692531, Obj: 0.366578, No Obj: 0.477838, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.292756, Class: 0.357868, Obj: 0.431914, No Obj: 0.452890, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577697, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571263, Class: 0.614156, Obj: 0.323363, No Obj: 0.477643, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.406293, Class: 0.401884, Obj: 0.417883, No Obj: 0.452800, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579502, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437485, Class: 0.615471, Obj: 0.556240, No Obj: 0.477685, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.364417, Class: 0.376510, Obj: 0.476441, No Obj: 0.452842, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578754, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438204, Class: 0.517690, Obj: 0.607720, No Obj: 0.477480, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.453078, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.271786, Class: 0.472852, Obj: 0.275742, No Obj: 0.579959, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.478007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.267450, Class: 0.250371, Obj: 0.344856, No Obj: 0.452813, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576969, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378210, Class: 0.565870, Obj: 0.569047, No Obj: 0.477959, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411771, Class: 0.549722, Obj: 0.418201, No Obj: 0.452592, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 69: 816.383301, 851.112244 avg loss, 0.000000 rate, 3.897458 seconds, 4416 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.580928, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605689, Class: 0.734694, Obj: 0.637749, No Obj: 0.476649, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.233852, Class: 0.488094, Obj: 0.472913, No Obj: 0.450519, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577950, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.476487, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.450484, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577803, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428491, Class: 0.685438, Obj: 0.619602, No Obj: 0.476681, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.512914, Class: 0.524584, Obj: 0.409791, No Obj: 0.450634, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.579058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.476955, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.306588, Class: 0.585278, Obj: 0.423400, No Obj: 0.450688, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522390, Class: 0.626520, Obj: 0.415353, No Obj: 0.476979, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412087, Class: 0.426632, Obj: 0.429325, No Obj: 0.450887, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578912, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.264346, Class: 0.756980, Obj: 0.387404, No Obj: 0.476552, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342400, Class: 0.385592, Obj: 0.410026, No Obj: 0.450001, .5R: 0.000000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576000, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464344, Class: 0.231677, Obj: 0.570297, No Obj: 0.476666, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362146, Class: 0.425617, Obj: 0.494531, No Obj: 0.450761, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577416, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.476215, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401618, Class: 0.528419, Obj: 0.464754, No Obj: 0.450594, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 70: 809.520020, 846.953003 avg loss, 0.000000 rate, 3.914818 seconds, 4480 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.575181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475674, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363415, Class: 0.409211, Obj: 0.379495, No Obj: 0.448493, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.429422, Class: 0.306131, Obj: 0.709206, No Obj: 0.572427, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475565, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.450640, Class: 0.411412, Obj: 0.582642, No Obj: 0.448765, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.486400, Class: 0.371874, Obj: 0.430716, No Obj: 0.576981, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475452, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.317487, Class: 0.443749, Obj: 0.503818, No Obj: 0.448326, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.575249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543290, Class: 0.584577, Obj: 0.539396, No Obj: 0.475607, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.332674, Class: 0.425856, Obj: 0.390085, No Obj: 0.448532, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475476, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.339531, Class: 0.407394, Obj: 0.555159, No Obj: 0.448308, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.220338, Class: 0.357864, Obj: 0.297702, No Obj: 0.574312, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475849, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315632, Class: 0.471734, Obj: 0.452917, No Obj: 0.448497, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.500545, Class: 0.403475, Obj: 0.484460, No Obj: 0.576581, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.582841, Class: 0.737079, Obj: 0.616350, No Obj: 0.475479, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.352056, Class: 0.495123, Obj: 0.406152, No Obj: 0.448499, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.578405, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475640, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324374, Class: 0.515383, Obj: 0.602951, No Obj: 0.448135, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 71: 803.515564, 842.609253 avg loss, 0.000000 rate, 3.917019 seconds, 4544 images Loaded: 0.000066 seconds Region 82 Avg IOU: 0.414352, Class: 0.433813, Obj: 0.780310, No Obj: 0.575736, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.540733, Class: 0.613470, Obj: 0.485046, No Obj: 0.474613, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.530749, Class: 0.529857, Obj: 0.474313, No Obj: 0.445678, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.575908, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.474009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394139, Class: 0.456104, Obj: 0.484924, No Obj: 0.446000, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.574472, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617003, Class: 0.805064, Obj: 0.408717, No Obj: 0.474204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.283078, Class: 0.482894, Obj: 0.598143, No Obj: 0.446128, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577532, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.335023, Class: 0.520445, Obj: 0.371198, No Obj: 0.474645, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.288199, Class: 0.465809, Obj: 0.464881, No Obj: 0.445820, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.644181, Class: 0.349442, Obj: 0.544862, No Obj: 0.573919, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.623486, Class: 0.710388, Obj: 0.566123, No Obj: 0.474306, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.416270, Class: 0.476218, Obj: 0.471212, No Obj: 0.446317, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.069285, Class: 0.498859, Obj: 0.590833, No Obj: 0.575388, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.474507, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340305, Class: 0.571064, Obj: 0.400455, No Obj: 0.445828, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576974, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.289716, Class: 0.613588, Obj: 0.481665, No Obj: 0.474244, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.451112, Class: 0.410337, Obj: 0.395324, No Obj: 0.446123, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496912, Class: 0.603588, Obj: 0.594278, No Obj: 0.474828, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.556185, Class: 0.518716, Obj: 0.371844, No Obj: 0.445978, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 72: 796.006470, 837.948975 avg loss, 0.000000 rate, 3.912510 seconds, 4608 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.473326, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448115, Class: 0.400653, Obj: 0.420693, No Obj: 0.443490, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.472762, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.294399, Class: 0.383523, Obj: 0.451561, No Obj: 0.443225, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.575077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.472809, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.313867, Class: 0.419076, Obj: 0.450321, No Obj: 0.443213, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.577341, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721174, Class: 0.497776, Obj: 0.465161, No Obj: 0.472847, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.322237, Class: 0.378639, Obj: 0.430327, No Obj: 0.443358, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.573413, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774331, Class: 0.546034, Obj: 0.390403, No Obj: 0.473456, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.172551, Class: 0.401346, Obj: 0.428329, No Obj: 0.443741, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.319832, Class: 0.554686, Obj: 0.536296, No Obj: 0.473472, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.423070, Class: 0.502797, Obj: 0.557429, No Obj: 0.443473, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.576571, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503181, Class: 0.763313, Obj: 0.533249, No Obj: 0.473119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.625370, Class: 0.624577, Obj: 0.365053, No Obj: 0.443402, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.574024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.233383, Class: 0.477866, Obj: 0.507551, No Obj: 0.473885, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.340259, Class: 0.470491, Obj: 0.497337, No Obj: 0.443272, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 73: 788.754395, 833.029541 avg loss, 0.000000 rate, 3.899595 seconds, 4672 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.572571, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347881, Class: 0.588468, Obj: 0.384348, No Obj: 0.471476, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.367778, Class: 0.503823, Obj: 0.467244, No Obj: 0.440725, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.573831, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463101, Class: 0.540988, Obj: 0.369885, No Obj: 0.471537, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.393763, Class: 0.515126, Obj: 0.444051, No Obj: 0.440800, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.570794, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.471667, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466765, Class: 0.404507, Obj: 0.428289, No Obj: 0.441231, .5R: 0.285714, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.573444, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.471970, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.489143, Class: 0.405764, Obj: 0.452611, No Obj: 0.440781, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.575517, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.285812, Class: 0.725651, Obj: 0.376297, No Obj: 0.471938, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.267985, Class: 0.496832, Obj: 0.405502, No Obj: 0.440910, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.573627, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.471831, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582088, Class: 0.460996, Obj: 0.450314, No Obj: 0.440550, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.206070, Class: 0.441872, Obj: 0.579783, No Obj: 0.572179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.375829, Class: 0.667345, Obj: 0.405555, No Obj: 0.471981, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.289622, Class: 0.441909, Obj: 0.482447, No Obj: 0.440722, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571714, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447474, Class: 0.601340, Obj: 0.406875, No Obj: 0.471860, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.446211, Class: 0.477235, Obj: 0.506556, No Obj: 0.440479, .5R: 0.200000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 74: 781.728149, 827.899414 avg loss, 0.000000 rate, 3.918003 seconds, 4736 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778938, Class: 0.630365, Obj: 0.512516, No Obj: 0.469869, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.370665, Class: 0.549400, Obj: 0.468028, No Obj: 0.437660, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.572780, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790798, Class: 0.687512, Obj: 0.497319, No Obj: 0.470245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.461200, Class: 0.510611, Obj: 0.408252, No Obj: 0.437962, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.283477, Class: 0.665280, Obj: 0.501393, No Obj: 0.470293, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532713, Class: 0.595376, Obj: 0.380543, No Obj: 0.438189, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.569260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661150, Class: 0.636485, Obj: 0.267575, No Obj: 0.470531, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.297638, Class: 0.532777, Obj: 0.485310, No Obj: 0.437778, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571869, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560319, Class: 0.679195, Obj: 0.518345, No Obj: 0.470834, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.632415, Class: 0.437464, Obj: 0.567796, No Obj: 0.437851, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.569719, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626001, Class: 0.670586, Obj: 0.417237, No Obj: 0.470759, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441746, Class: 0.495163, Obj: 0.341078, No Obj: 0.437999, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.574624, Class: 0.370680, Obj: 0.469832, No Obj: 0.573288, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.270680, Class: 0.831718, Obj: 0.431073, No Obj: 0.470711, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409352, Class: 0.421030, Obj: 0.427141, No Obj: 0.437957, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571418, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466681, Class: 0.593329, Obj: 0.390962, No Obj: 0.470085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460387, Class: 0.543188, Obj: 0.546883, No Obj: 0.438094, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 75: 773.087585, 822.418213 avg loss, 0.000000 rate, 3.913907 seconds, 4800 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.622260, Class: 0.388583, Obj: 0.529585, No Obj: 0.566098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.514065, Class: 0.635452, Obj: 0.468892, No Obj: 0.469023, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.559210, Class: 0.484459, Obj: 0.509188, No Obj: 0.435388, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571914, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.469419, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357353, Class: 0.492416, Obj: 0.414924, No Obj: 0.434865, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.331004, Class: 0.705704, Obj: 0.536674, No Obj: 0.468749, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512916, Class: 0.455882, Obj: 0.563781, No Obj: 0.435121, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571622, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601268, Class: 0.684489, Obj: 0.458930, No Obj: 0.468723, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.344409, Class: 0.403072, Obj: 0.432045, No Obj: 0.434608, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.573592, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.469204, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324355, Class: 0.457409, Obj: 0.364843, No Obj: 0.434844, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.269363, Class: 0.413039, Obj: 0.492034, No Obj: 0.567881, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.602841, Class: 0.549557, Obj: 0.485041, No Obj: 0.469101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.388430, Class: 0.454156, Obj: 0.310161, No Obj: 0.434904, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.570469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.469011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394011, Class: 0.458071, Obj: 0.379237, No Obj: 0.435138, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.570032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696974, Class: 0.828386, Obj: 0.194208, No Obj: 0.468994, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.302612, Class: 0.399609, Obj: 0.448464, No Obj: 0.435144, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 76: 765.305664, 816.706970 avg loss, 0.000000 rate, 3.924170 seconds, 4864 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571446, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.467608, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552826, Class: 0.358532, Obj: 0.416867, No Obj: 0.431634, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.572926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.374363, Class: 0.497818, Obj: 0.606941, No Obj: 0.467683, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.454569, Class: 0.457614, Obj: 0.423325, No Obj: 0.431407, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.332317, Class: 0.535611, Obj: 0.522437, No Obj: 0.568543, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.484784, Class: 0.552277, Obj: 0.456059, No Obj: 0.467712, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462584, Class: 0.488090, Obj: 0.421426, No Obj: 0.432235, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.594607, Class: 0.288551, Obj: 0.552859, No Obj: 0.568889, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431875, Class: 0.611084, Obj: 0.433584, No Obj: 0.467748, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.406010, Class: 0.473339, Obj: 0.413567, No Obj: 0.431885, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.347820, Class: 0.295467, Obj: 0.917463, No Obj: 0.571650, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.467518, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386352, Class: 0.448206, Obj: 0.432953, No Obj: 0.431909, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.566252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.467644, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343555, Class: 0.493553, Obj: 0.554651, No Obj: 0.432145, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.570491, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.467231, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398008, Class: 0.358612, Obj: 0.376742, No Obj: 0.431952, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.565529, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.467378, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.332929, Class: 0.452877, Obj: 0.389325, No Obj: 0.432031, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 77: 756.426880, 810.678955 avg loss, 0.000000 rate, 3.922710 seconds, 4928 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.513955, Class: 0.342496, Obj: 0.593143, No Obj: 0.569371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.465803, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392882, Class: 0.506270, Obj: 0.450842, No Obj: 0.429066, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.566804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512951, Class: 0.555345, Obj: 0.377773, No Obj: 0.466050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345270, Class: 0.525755, Obj: 0.413156, No Obj: 0.428572, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.568548, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.465720, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735281, Class: 0.439646, Obj: 0.223745, No Obj: 0.428820, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.571468, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626285, Class: 0.593381, Obj: 0.421350, No Obj: 0.465846, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.359748, Class: 0.479839, Obj: 0.396922, No Obj: 0.428711, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.569438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.200487, Class: 0.723011, Obj: 0.311850, No Obj: 0.465910, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370630, Class: 0.451511, Obj: 0.463187, No Obj: 0.428357, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.282663, Class: 0.425094, Obj: 0.497566, No Obj: 0.569778, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.465818, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397044, Class: 0.413960, Obj: 0.406571, No Obj: 0.428243, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.383175, Class: 0.474786, Obj: 0.576520, No Obj: 0.567982, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.379274, Class: 0.586027, Obj: 0.480915, No Obj: 0.465955, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.286136, Class: 0.435322, Obj: 0.409710, No Obj: 0.428431, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.567463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.465968, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324004, Class: 0.365417, Obj: 0.483663, No Obj: 0.428198, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 78: 747.555176, 804.366577 avg loss, 0.000000 rate, 3.924183 seconds, 4992 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.567213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513631, Class: 0.596692, Obj: 0.508066, No Obj: 0.464172, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.185120, Class: 0.400998, Obj: 0.410782, No Obj: 0.425055, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.565418, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.464462, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379436, Class: 0.546761, Obj: 0.337663, No Obj: 0.424947, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.566241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718708, Class: 0.381408, Obj: 0.314564, No Obj: 0.464287, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343995, Class: 0.558283, Obj: 0.409712, No Obj: 0.425373, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.564568, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.464132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380949, Class: 0.458769, Obj: 0.412539, No Obj: 0.425599, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.566102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.274178, Class: 0.580180, Obj: 0.498978, No Obj: 0.464657, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372734, Class: 0.408081, Obj: 0.386748, No Obj: 0.425306, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.566582, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654711, Class: 0.555129, Obj: 0.351717, No Obj: 0.464696, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462665, Class: 0.520859, Obj: 0.508961, No Obj: 0.425190, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.370500, Class: 0.521793, Obj: 0.448845, No Obj: 0.565299, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.401752, Class: 0.654628, Obj: 0.488109, No Obj: 0.464526, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.417268, Class: 0.468262, Obj: 0.553515, No Obj: 0.425535, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.568633, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632753, Class: 0.731000, Obj: 0.434296, No Obj: 0.463999, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.198177, Class: 0.510911, Obj: 0.503579, No Obj: 0.425055, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 79: 738.271362, 797.757080 avg loss, 0.000000 rate, 3.920294 seconds, 5056 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.564190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418161, Class: 0.458528, Obj: 0.388833, No Obj: 0.462405, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.419311, Class: 0.304325, Obj: 0.419998, No Obj: 0.421827, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.562389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584263, Class: 0.604780, Obj: 0.469641, No Obj: 0.462395, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.328767, Class: 0.547173, Obj: 0.394604, No Obj: 0.421609, .5R: 0.111111, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.564062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643087, Class: 0.438500, Obj: 0.434654, No Obj: 0.462811, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461821, Class: 0.595013, Obj: 0.496353, No Obj: 0.421242, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.564985, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577979, Class: 0.749259, Obj: 0.561349, No Obj: 0.462448, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.514992, Class: 0.552131, Obj: 0.541357, No Obj: 0.421723, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.564076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.462665, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590067, Class: 0.443045, Obj: 0.553796, No Obj: 0.421777, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.565023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787247, Class: 0.708587, Obj: 0.521427, No Obj: 0.462167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.462758, Class: 0.519449, Obj: 0.380447, No Obj: 0.421978, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.562317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502122, Class: 0.491465, Obj: 0.458286, No Obj: 0.462659, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429123, Class: 0.463968, Obj: 0.473225, No Obj: 0.421864, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.262222, Class: 0.610926, Obj: 0.715478, No Obj: 0.566358, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.462739, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415905, Class: 0.571913, Obj: 0.491493, No Obj: 0.421949, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 80: 727.767029, 790.758057 avg loss, 0.000000 rate, 3.919946 seconds, 5120 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.420004, Class: 0.389815, Obj: 0.626517, No Obj: 0.563156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.379323, Class: 0.728259, Obj: 0.356313, No Obj: 0.460966, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543566, Class: 0.408717, Obj: 0.345020, No Obj: 0.417475, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.562420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577417, Class: 0.640318, Obj: 0.438513, No Obj: 0.460764, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337817, Class: 0.462933, Obj: 0.497029, No Obj: 0.418390, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.562626, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.461099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566793, Class: 0.526822, Obj: 0.519759, No Obj: 0.418303, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.564070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.460994, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.333728, Class: 0.446441, Obj: 0.386617, No Obj: 0.418213, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.273436, Class: 0.354844, Obj: 0.585783, No Obj: 0.565206, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852623, Class: 0.637184, Obj: 0.519570, No Obj: 0.460963, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.174629, Class: 0.680584, Obj: 0.402603, No Obj: 0.417646, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.566443, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399898, Class: 0.520829, Obj: 0.439279, No Obj: 0.460545, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.476907, Class: 0.480987, Obj: 0.299341, No Obj: 0.417444, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.563257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.460421, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399610, Class: 0.542849, Obj: 0.356397, No Obj: 0.418132, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.562917, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.461060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532377, Class: 0.487131, Obj: 0.348721, No Obj: 0.418194, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 81: 718.041260, 783.486389 avg loss, 0.000000 rate, 3.922845 seconds, 5184 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.555580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.286841, Class: 0.603330, Obj: 0.417042, No Obj: 0.458535, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.494991, Class: 0.491400, Obj: 0.408264, No Obj: 0.414527, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.562768, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578859, Class: 0.739342, Obj: 0.368030, No Obj: 0.458405, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.381995, Class: 0.494270, Obj: 0.503278, No Obj: 0.414140, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.561168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.458721, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396501, Class: 0.409309, Obj: 0.430906, No Obj: 0.413731, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.413401, Class: 0.518434, Obj: 0.767611, No Obj: 0.561626, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.461237, Class: 0.588265, Obj: 0.441812, No Obj: 0.459020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469230, Class: 0.419012, Obj: 0.480476, No Obj: 0.413924, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.548804, Class: 0.471699, Obj: 0.496451, No Obj: 0.557290, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.272081, Class: 0.419168, Obj: 0.706135, No Obj: 0.458952, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528880, Class: 0.474037, Obj: 0.320951, No Obj: 0.414715, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.312742, Class: 0.537262, Obj: 0.476749, No Obj: 0.559581, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.458473, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399036, Class: 0.556355, Obj: 0.501932, No Obj: 0.414298, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.218049, Class: 0.318568, Obj: 0.568314, No Obj: 0.559214, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.458717, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.527872, Class: 0.386270, Obj: 0.374669, No Obj: 0.414400, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.482698, Class: 0.339211, Obj: 0.522420, No Obj: 0.559743, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.458304, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585847, Class: 0.545920, Obj: 0.460293, No Obj: 0.414347, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 82: 707.446533, 775.882385 avg loss, 0.000000 rate, 3.910381 seconds, 5248 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.559037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524159, Class: 0.674396, Obj: 0.545473, No Obj: 0.456672, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.332472, Class: 0.470802, Obj: 0.437936, No Obj: 0.410438, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.560665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.272898, Class: 0.692946, Obj: 0.354838, No Obj: 0.457074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.351086, Class: 0.467183, Obj: 0.422855, No Obj: 0.410436, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.557963, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456892, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415146, Class: 0.523862, Obj: 0.364774, No Obj: 0.410091, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.558046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579859, Class: 0.678592, Obj: 0.362337, No Obj: 0.456654, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643786, Class: 0.439859, Obj: 0.483921, No Obj: 0.410254, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.558818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456839, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312234, Class: 0.345958, Obj: 0.289787, No Obj: 0.409853, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.561020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456632, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.376010, Class: 0.454547, Obj: 0.419173, No Obj: 0.410464, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.334057, Class: 0.495914, Obj: 0.499742, No Obj: 0.559911, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.345251, Class: 0.363247, Obj: 0.563615, No Obj: 0.456708, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.273722, Class: 0.434201, Obj: 0.467240, No Obj: 0.410184, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.556779, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456302, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634155, Class: 0.489350, Obj: 0.387751, No Obj: 0.409693, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 83: 696.291931, 767.923340 avg loss, 0.000000 rate, 3.917472 seconds, 5312 images Loaded: 0.000080 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.556908, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489054, Class: 0.583925, Obj: 0.321769, No Obj: 0.454539, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389827, Class: 0.462915, Obj: 0.417330, No Obj: 0.406305, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.556498, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695448, Class: 0.678016, Obj: 0.602301, No Obj: 0.454347, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.186398, Class: 0.475431, Obj: 0.489131, No Obj: 0.405667, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.553980, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.454513, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451161, Class: 0.515037, Obj: 0.413617, No Obj: 0.406579, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.556447, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.455005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.276753, Class: 0.454614, Obj: 0.392103, No Obj: 0.406160, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.560234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.454447, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454589, Class: 0.505096, Obj: 0.462091, No Obj: 0.405529, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.557350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632197, Class: 0.635641, Obj: 0.311651, No Obj: 0.454570, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456746, Class: 0.451476, Obj: 0.486328, No Obj: 0.405935, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.559399, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560114, Class: 0.628650, Obj: 0.527758, No Obj: 0.454435, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.355451, Class: 0.479890, Obj: 0.328075, No Obj: 0.405837, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.557043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380607, Class: 0.673346, Obj: 0.509759, No Obj: 0.454902, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.346753, Class: 0.464938, Obj: 0.422723, No Obj: 0.406087, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 84: 685.968506, 759.727844 avg loss, 0.000000 rate, 3.915926 seconds, 5376 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.420374, Class: 0.470309, Obj: 0.701113, No Obj: 0.557280, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.453056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.204759, Class: 0.376090, Obj: 0.354907, No Obj: 0.402226, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.554763, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452349, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.317749, Class: 0.540385, Obj: 0.309447, No Obj: 0.401252, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.316364, Class: 0.431083, Obj: 0.539374, No Obj: 0.555815, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452343, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.166764, Class: 0.427033, Obj: 0.554260, No Obj: 0.401298, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.554191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.265634, Class: 0.452319, Obj: 0.416646, No Obj: 0.401789, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.555625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.174324, Class: 0.792241, Obj: 0.604209, No Obj: 0.452301, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.401919, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.555930, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452422, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392913, Class: 0.414790, Obj: 0.433014, No Obj: 0.401803, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.714473, Class: 0.392850, Obj: 0.614483, No Obj: 0.553567, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452545, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572624, Class: 0.462835, Obj: 0.402587, No Obj: 0.401843, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.553532, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452501, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.449506, Class: 0.497299, Obj: 0.298062, No Obj: 0.401983, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 85: 674.353577, 751.190430 avg loss, 0.000000 rate, 3.915192 seconds, 5440 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.551885, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.450190, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418351, Class: 0.542875, Obj: 0.433184, No Obj: 0.396871, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.551962, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605335, Class: 0.656355, Obj: 0.456289, No Obj: 0.449932, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578456, Class: 0.424699, Obj: 0.516931, No Obj: 0.396788, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.552575, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575637, Class: 0.332021, Obj: 0.398678, No Obj: 0.450087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570401, Class: 0.476297, Obj: 0.395646, No Obj: 0.396521, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.551806, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464642, Class: 0.498517, Obj: 0.567964, No Obj: 0.450226, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440951, Class: 0.534068, Obj: 0.394699, No Obj: 0.397117, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.272787, Class: 0.267127, Obj: 0.416825, No Obj: 0.551488, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.336164, Class: 0.754919, Obj: 0.431874, No Obj: 0.450129, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.331627, Class: 0.409495, Obj: 0.359174, No Obj: 0.396803, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.553919, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.449715, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.285305, Class: 0.374193, Obj: 0.459666, No Obj: 0.396557, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.552389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.450136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621000, Class: 0.407736, Obj: 0.454765, No Obj: 0.397290, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.553945, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.450125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.227224, Class: 0.438476, Obj: 0.537438, No Obj: 0.396738, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 86: 661.479370, 742.219299 avg loss, 0.000000 rate, 3.910451 seconds, 5504 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.550157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.447839, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.187553, Class: 0.445856, Obj: 0.323912, No Obj: 0.392050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.548101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723485, Class: 0.566918, Obj: 0.506346, No Obj: 0.447398, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395506, Class: 0.463135, Obj: 0.414921, No Obj: 0.392462, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.234326, Class: 0.519812, Obj: 0.375357, No Obj: 0.550039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.447921, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406494, Class: 0.537902, Obj: 0.512446, No Obj: 0.392393, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.546551, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663443, Class: 0.650143, Obj: 0.410553, No Obj: 0.447816, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.283253, Class: 0.445016, Obj: 0.401557, No Obj: 0.393077, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.550628, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663164, Class: 0.744431, Obj: 0.521065, No Obj: 0.448015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491505, Class: 0.484578, Obj: 0.334700, No Obj: 0.392454, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.548903, Class: 0.411033, Obj: 0.381232, No Obj: 0.549378, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.448119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391547, Class: 0.478581, Obj: 0.466164, No Obj: 0.392918, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.725946, Class: 0.346445, Obj: 0.444329, No Obj: 0.548927, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.452892, Class: 0.527340, Obj: 0.496226, No Obj: 0.448046, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.484480, Class: 0.505691, Obj: 0.385191, No Obj: 0.392709, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.253021, Class: 0.480058, Obj: 0.384322, No Obj: 0.547641, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.447937, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381867, Class: 0.448520, Obj: 0.376511, No Obj: 0.392784, .5R: 0.375000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 87: 650.293762, 733.026733 avg loss, 0.000000 rate, 3.917925 seconds, 5568 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.549513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571656, Class: 0.618135, Obj: 0.487899, No Obj: 0.445400, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.501171, Class: 0.499621, Obj: 0.369035, No Obj: 0.387501, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.547547, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.367343, Class: 0.497248, Obj: 0.619925, No Obj: 0.445399, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.255040, Class: 0.485445, Obj: 0.363099, No Obj: 0.387714, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.545545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752237, Class: 0.671411, Obj: 0.344815, No Obj: 0.445276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.465214, Class: 0.536566, Obj: 0.410857, No Obj: 0.388256, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.546206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399304, Class: 0.671652, Obj: 0.532481, No Obj: 0.445094, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.467023, Class: 0.474143, Obj: 0.425747, No Obj: 0.387464, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.547204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590246, Class: 0.666055, Obj: 0.500558, No Obj: 0.445228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461297, Class: 0.578252, Obj: 0.352137, No Obj: 0.387722, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.548850, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543791, Class: 0.623543, Obj: 0.376359, No Obj: 0.445388, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.245070, Class: 0.337981, Obj: 0.419412, No Obj: 0.387650, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.339188, Class: 0.385990, Obj: 0.493458, No Obj: 0.546964, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.445523, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.439797, Class: 0.414303, Obj: 0.407856, No Obj: 0.387449, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.717635, Class: 0.465045, Obj: 0.416953, No Obj: 0.544561, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.445112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328480, Class: 0.486547, Obj: 0.394615, No Obj: 0.387739, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 88: 637.492554, 723.473328 avg loss, 0.000000 rate, 3.913017 seconds, 5632 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.547397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326199, Class: 0.604706, Obj: 0.393309, No Obj: 0.442414, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.328739, Class: 0.433779, Obj: 0.376749, No Obj: 0.382019, .5R: 0.090909, .75R: 0.090909, count: 11 Region 82 Avg IOU: 0.625757, Class: 0.408151, Obj: 0.655636, No Obj: 0.544626, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.442603, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423821, Class: 0.436180, Obj: 0.417651, No Obj: 0.382198, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.503036, Class: 0.440096, Obj: 0.607735, No Obj: 0.543310, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.443120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.256968, Class: 0.373483, Obj: 0.391975, No Obj: 0.383423, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.544808, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568775, Class: 0.579831, Obj: 0.478497, No Obj: 0.442645, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.362678, Class: 0.435463, Obj: 0.429872, No Obj: 0.382552, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.545879, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328090, Class: 0.556501, Obj: 0.445094, No Obj: 0.442789, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383104, Class: 0.533946, Obj: 0.312195, No Obj: 0.382554, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.545318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312390, Class: 0.743810, Obj: 0.453027, No Obj: 0.442618, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.423537, Class: 0.470410, Obj: 0.312000, No Obj: 0.382557, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.545097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.442776, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413787, Class: 0.416261, Obj: 0.364743, No Obj: 0.382342, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.463615, Class: 0.352499, Obj: 0.340640, No Obj: 0.543227, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.149473, Class: 0.587878, Obj: 0.298207, No Obj: 0.442860, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.338453, Class: 0.456690, Obj: 0.372835, No Obj: 0.383306, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 89: 625.239258, 713.649902 avg loss, 0.000000 rate, 3.919595 seconds, 5696 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.542438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.440361, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.281830, Class: 0.391847, Obj: 0.504827, No Obj: 0.378119, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.543941, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545840, Class: 0.517687, Obj: 0.372296, No Obj: 0.439895, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.599823, Class: 0.419641, Obj: 0.372483, No Obj: 0.377403, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.544073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645543, Class: 0.422030, Obj: 0.354964, No Obj: 0.440007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.208805, Class: 0.448028, Obj: 0.427487, No Obj: 0.377049, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.540715, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.439824, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373004, Class: 0.460680, Obj: 0.380127, No Obj: 0.377829, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.543183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383271, Class: 0.493690, Obj: 0.513920, No Obj: 0.439599, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.318469, Class: 0.521623, Obj: 0.276083, No Obj: 0.377007, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.542446, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600942, Class: 0.637026, Obj: 0.300079, No Obj: 0.440104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328128, Class: 0.396102, Obj: 0.423955, No Obj: 0.377662, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.542538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.439984, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391217, Class: 0.441317, Obj: 0.469102, No Obj: 0.377576, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.682401, Class: 0.362350, Obj: 0.473879, No Obj: 0.543334, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.889578, Class: 0.701505, Obj: 0.531780, No Obj: 0.439514, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.235190, Class: 0.325272, Obj: 0.229104, No Obj: 0.377152, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 90: 611.558655, 703.440796 avg loss, 0.000000 rate, 3.923246 seconds, 5760 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.538141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425794, Class: 0.726083, Obj: 0.530592, No Obj: 0.437393, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.249776, Class: 0.468279, Obj: 0.375146, No Obj: 0.372403, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.361743, Class: 0.383709, Obj: 0.596714, No Obj: 0.540429, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.668973, Class: 0.600285, Obj: 0.412785, No Obj: 0.437408, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.327603, Class: 0.409138, Obj: 0.397262, No Obj: 0.372698, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: 0.354988, Class: 0.407342, Obj: 0.645422, No Obj: 0.539563, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.437233, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.198011, Class: 0.384764, Obj: 0.278594, No Obj: 0.372687, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.539522, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445921, Class: 0.549549, Obj: 0.516047, No Obj: 0.437592, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.372319, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.540992, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740573, Class: 0.558536, Obj: 0.285975, No Obj: 0.436494, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.374439, Class: 0.428534, Obj: 0.305044, No Obj: 0.372079, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.536710, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.437829, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438299, Class: 0.452064, Obj: 0.334832, No Obj: 0.372835, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.539964, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514775, Class: 0.517418, Obj: 0.445834, No Obj: 0.437463, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.406964, Class: 0.426165, Obj: 0.358167, No Obj: 0.372096, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.541796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.437056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399325, Class: 0.444737, Obj: 0.332063, No Obj: 0.372498, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 91: 599.064026, 693.003113 avg loss, 0.000000 rate, 3.924309 seconds, 5824 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.538291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747375, Class: 0.432263, Obj: 0.413640, No Obj: 0.433807, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394150, Class: 0.439635, Obj: 0.348206, No Obj: 0.366958, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.537668, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435469, Class: 0.647768, Obj: 0.366951, No Obj: 0.434326, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467175, Class: 0.500629, Obj: 0.423939, No Obj: 0.366986, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.537543, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678753, Class: 0.650298, Obj: 0.429061, No Obj: 0.434140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.333951, Class: 0.467791, Obj: 0.413048, No Obj: 0.366386, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.537643, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.434696, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422079, Class: 0.361089, Obj: 0.369721, No Obj: 0.367274, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.537268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.434292, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.320130, Class: 0.522843, Obj: 0.431879, No Obj: 0.366727, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.537805, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.434434, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.313137, Class: 0.514178, Obj: 0.368279, No Obj: 0.366360, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.536077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.228571, Class: 0.484887, Obj: 0.501777, No Obj: 0.434324, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.393918, Class: 0.454785, Obj: 0.301829, No Obj: 0.367634, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.537743, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.205949, Class: 0.666183, Obj: 0.471899, No Obj: 0.434272, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620317, Class: 0.416116, Obj: 0.408012, No Obj: 0.367156, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 92: 585.581299, 682.260925 avg loss, 0.000000 rate, 3.927488 seconds, 5888 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.534739, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381750, Class: 0.687301, Obj: 0.385196, No Obj: 0.430861, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354174, Class: 0.399463, Obj: 0.346316, No Obj: 0.360963, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.143189, Class: 0.544205, Obj: 0.470056, No Obj: 0.535359, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.513933, Class: 0.560243, Obj: 0.354118, No Obj: 0.430932, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.321453, Class: 0.534160, Obj: 0.271522, No Obj: 0.361407, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.533993, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587713, Class: 0.701504, Obj: 0.509734, No Obj: 0.430647, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.485241, Class: 0.502096, Obj: 0.292003, No Obj: 0.360989, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.533172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406054, Class: 0.514984, Obj: 0.456409, No Obj: 0.431165, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.489937, Class: 0.536534, Obj: 0.292229, No Obj: 0.361493, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.535154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.431089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.370025, Class: 0.398835, Obj: 0.321720, No Obj: 0.361020, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.535032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680385, Class: 0.545363, Obj: 0.532056, No Obj: 0.431449, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.335993, Class: 0.533036, Obj: 0.408661, No Obj: 0.361718, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.536498, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735499, Class: 0.585441, Obj: 0.456233, No Obj: 0.431340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.300052, Class: 0.471576, Obj: 0.360972, No Obj: 0.361157, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.534172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.431209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438303, Class: 0.365315, Obj: 0.339591, No Obj: 0.361544, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 93: 571.070374, 671.141846 avg loss, 0.000000 rate, 3.908881 seconds, 5952 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.528378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556892, Class: 0.631134, Obj: 0.508645, No Obj: 0.428025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.284795, Class: 0.548085, Obj: 0.536766, No Obj: 0.355590, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.529340, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.427707, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472449, Class: 0.464640, Obj: 0.358887, No Obj: 0.355715, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.385418, Class: 0.425077, Obj: 0.636272, No Obj: 0.531569, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.468937, Class: 0.589678, Obj: 0.495067, No Obj: 0.428553, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.304995, Class: 0.409775, Obj: 0.264842, No Obj: 0.355695, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.532096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.427572, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427300, Class: 0.532629, Obj: 0.213991, No Obj: 0.355916, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.528444, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631954, Class: 0.750457, Obj: 0.509545, No Obj: 0.427943, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375670, Class: 0.464923, Obj: 0.300582, No Obj: 0.355114, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.530930, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.427872, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441518, Class: 0.464402, Obj: 0.416170, No Obj: 0.354751, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.530228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564790, Class: 0.361431, Obj: 0.585063, No Obj: 0.428090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.568755, Class: 0.563766, Obj: 0.423774, No Obj: 0.355736, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.530995, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649802, Class: 0.588167, Obj: 0.354082, No Obj: 0.427664, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.454032, Class: 0.529676, Obj: 0.292438, No Obj: 0.355281, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 94: 556.263550, 659.653992 avg loss, 0.000000 rate, 3.895686 seconds, 6016 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.499889, Class: 0.499506, Obj: 0.668277, No Obj: 0.528560, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.424106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329770, Class: 0.484942, Obj: 0.351102, No Obj: 0.349166, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.528059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465227, Class: 0.658383, Obj: 0.422193, No Obj: 0.424522, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.477357, Class: 0.508471, Obj: 0.329598, No Obj: 0.348607, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.525339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411110, Class: 0.586422, Obj: 0.473287, No Obj: 0.424570, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381886, Class: 0.446863, Obj: 0.329914, No Obj: 0.349322, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.266345, Class: 0.381306, Obj: 0.502553, No Obj: 0.524905, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.478137, Class: 0.624723, Obj: 0.415809, No Obj: 0.424793, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.322846, Class: 0.516197, Obj: 0.363639, No Obj: 0.350563, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.528238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.424948, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.342258, Class: 0.455498, Obj: 0.319663, No Obj: 0.349823, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.528116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721930, Class: 0.604892, Obj: 0.423104, No Obj: 0.424000, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.406304, Class: 0.431371, Obj: 0.291908, No Obj: 0.348889, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.249088, Class: 0.409104, Obj: 0.597031, No Obj: 0.526779, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.424453, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.332720, Class: 0.561383, Obj: 0.309138, No Obj: 0.349551, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.451185, Class: 0.480226, Obj: 0.571340, No Obj: 0.525337, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.436878, Class: 0.320690, Obj: 0.306407, No Obj: 0.424970, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469074, Class: 0.514270, Obj: 0.359281, No Obj: 0.349147, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 95: 542.370178, 647.925598 avg loss, 0.000000 rate, 3.904447 seconds, 6080 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.524119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408158, Class: 0.664094, Obj: 0.316909, No Obj: 0.421408, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.408125, Class: 0.439233, Obj: 0.303592, No Obj: 0.343830, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.523628, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.275334, Class: 0.609864, Obj: 0.516145, No Obj: 0.421652, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375202, Class: 0.440266, Obj: 0.328220, No Obj: 0.343948, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.525868, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.421539, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403570, Class: 0.471988, Obj: 0.307731, No Obj: 0.343127, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.526576, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577943, Class: 0.708535, Obj: 0.456224, No Obj: 0.421707, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.421162, Class: 0.558550, Obj: 0.347612, No Obj: 0.343300, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.525385, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.421398, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482030, Class: 0.445684, Obj: 0.387189, No Obj: 0.343809, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.524868, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588999, Class: 0.621774, Obj: 0.369076, No Obj: 0.421538, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.322872, Class: 0.544869, Obj: 0.287929, No Obj: 0.344103, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.521888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526599, Class: 0.407559, Obj: 0.525792, No Obj: 0.421720, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.390735, Class: 0.346343, Obj: 0.422728, No Obj: 0.344702, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.523081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506963, Class: 0.717360, Obj: 0.348219, No Obj: 0.420970, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.318321, Class: 0.513389, Obj: 0.368878, No Obj: 0.343900, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 96: 528.984924, 636.031555 avg loss, 0.000000 rate, 3.921518 seconds, 6144 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.593684, Class: 0.317055, Obj: 0.589473, No Obj: 0.521715, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.417647, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.157680, Class: 0.513493, Obj: 0.325347, No Obj: 0.337315, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.523028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.417737, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410481, Class: 0.468863, Obj: 0.273437, No Obj: 0.337633, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.521945, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.417824, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.337625, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.521186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418728, Class: 0.486106, Obj: 0.416293, No Obj: 0.417333, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.416072, Class: 0.618071, Obj: 0.237401, No Obj: 0.337038, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.520427, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.252847, Class: 0.659825, Obj: 0.377026, No Obj: 0.418035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.336618, Class: 0.447904, Obj: 0.269137, No Obj: 0.337215, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.522692, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412008, Class: 0.783883, Obj: 0.399839, No Obj: 0.417915, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371125, Class: 0.462901, Obj: 0.354242, No Obj: 0.337015, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.522877, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.417545, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481227, Class: 0.508451, Obj: 0.321727, No Obj: 0.336276, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.521563, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.418207, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407427, Class: 0.489231, Obj: 0.383236, No Obj: 0.337122, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 97: 513.981934, 623.826599 avg loss, 0.000000 rate, 3.909769 seconds, 6208 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.516309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534767, Class: 0.675030, Obj: 0.530605, No Obj: 0.413698, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411748, Class: 0.378393, Obj: 0.331569, No Obj: 0.330526, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.516318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.414601, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.192736, Class: 0.482907, Obj: 0.331195, No Obj: 0.331344, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.517363, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411841, Class: 0.593397, Obj: 0.364460, No Obj: 0.414072, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.437436, Class: 0.361523, Obj: 0.318205, No Obj: 0.330920, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.516192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638417, Class: 0.542053, Obj: 0.410170, No Obj: 0.414541, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.473987, Class: 0.411926, Obj: 0.440623, No Obj: 0.331855, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.515622, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.414758, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412623, Class: 0.534141, Obj: 0.307895, No Obj: 0.331217, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.518881, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575827, Class: 0.583423, Obj: 0.638618, No Obj: 0.413613, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732958, Class: 0.486553, Obj: 0.398551, No Obj: 0.331238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.516263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605016, Class: 0.627945, Obj: 0.503549, No Obj: 0.413615, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.333532, Class: 0.509842, Obj: 0.281342, No Obj: 0.330434, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.517116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.414584, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.319502, Class: 0.320982, Obj: 0.315850, No Obj: 0.331255, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 98: 498.847168, 611.328674 avg loss, 0.000000 rate, 3.907826 seconds, 6272 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.514764, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.311454, Class: 0.693565, Obj: 0.644012, No Obj: 0.410380, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394293, Class: 0.436468, Obj: 0.448837, No Obj: 0.324460, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.514567, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.410593, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.077897, Class: 0.330266, Obj: 0.371561, No Obj: 0.324933, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.512604, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.410304, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.222748, Class: 0.518924, Obj: 0.325541, No Obj: 0.324999, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.514804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.365128, Class: 0.441551, Obj: 0.303933, No Obj: 0.410211, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411086, Class: 0.470642, Obj: 0.300415, No Obj: 0.324998, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.515382, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.410425, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573499, Class: 0.428971, Obj: 0.316716, No Obj: 0.324201, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.513282, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.410332, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382560, Class: 0.513748, Obj: 0.300504, No Obj: 0.325110, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.512436, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484225, Class: 0.540001, Obj: 0.431599, No Obj: 0.410430, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334798, Class: 0.425306, Obj: 0.222363, No Obj: 0.323943, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.510158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362288, Class: 0.621626, Obj: 0.459312, No Obj: 0.410232, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381097, Class: 0.568375, Obj: 0.338768, No Obj: 0.324798, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 99: 484.707245, 598.666504 avg loss, 0.000000 rate, 3.916297 seconds, 6336 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.507091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434715, Class: 0.414059, Obj: 0.562752, No Obj: 0.406670, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.315804, Class: 0.413281, Obj: 0.301688, No Obj: 0.319045, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.507318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.407063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.359232, Class: 0.572817, Obj: 0.297792, No Obj: 0.319728, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.509000, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789078, Class: 0.689409, Obj: 0.504611, No Obj: 0.406460, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.362671, Class: 0.475175, Obj: 0.316459, No Obj: 0.317925, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.509363, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.406157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328898, Class: 0.558154, Obj: 0.346930, No Obj: 0.318066, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.509896, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.375682, Class: 0.589827, Obj: 0.269904, No Obj: 0.405892, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413040, Class: 0.449879, Obj: 0.356723, No Obj: 0.317941, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.583311, Class: 0.564122, Obj: 0.572083, No Obj: 0.506547, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.196295, Class: 0.665541, Obj: 0.365881, No Obj: 0.407149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457036, Class: 0.441307, Obj: 0.274544, No Obj: 0.318485, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.505916, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309913, Class: 0.632131, Obj: 0.497600, No Obj: 0.406245, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.157148, Class: 0.505639, Obj: 0.283311, No Obj: 0.317134, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.509088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458871, Class: 0.410895, Obj: 0.535076, No Obj: 0.406227, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.449902, Class: 0.544172, Obj: 0.409008, No Obj: 0.317481, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 100: 469.902374, 585.790100 avg loss, 0.000000 rate, 3.924672 seconds, 6400 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.507178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.402626, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.326194, Class: 0.523494, Obj: 0.296823, No Obj: 0.311293, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.503209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340214, Class: 0.610053, Obj: 0.358395, No Obj: 0.402220, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.413460, Class: 0.482746, Obj: 0.259631, No Obj: 0.311650, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.353497, Class: 0.389573, Obj: 0.368439, No Obj: 0.503432, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.402809, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584623, Class: 0.654163, Obj: 0.317290, No Obj: 0.312876, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.476903, Class: 0.406084, Obj: 0.577846, No Obj: 0.504385, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.671500, Class: 0.318363, Obj: 0.391330, No Obj: 0.402548, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370516, Class: 0.496397, Obj: 0.233396, No Obj: 0.311219, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.505190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.402189, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.254225, Class: 0.461660, Obj: 0.325426, No Obj: 0.311052, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.574444, Class: 0.532515, Obj: 0.549080, No Obj: 0.505608, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.475407, Class: 0.631119, Obj: 0.409486, No Obj: 0.403172, .5R: 0.400000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.320451, Class: 0.515782, Obj: 0.348055, No Obj: 0.311876, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.504712, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529545, Class: 0.607080, Obj: 0.467831, No Obj: 0.402747, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375460, Class: 0.535996, Obj: 0.426502, No Obj: 0.310606, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.501666, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.401966, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.371342, Class: 0.481880, Obj: 0.329776, No Obj: 0.310989, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 101: 454.951569, 572.706238 avg loss, 0.000000 rate, 3.693235 seconds, 6464 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.500875, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.398664, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494737, Class: 0.530804, Obj: 0.233279, No Obj: 0.305050, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.499691, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563206, Class: 0.562085, Obj: 0.319021, No Obj: 0.399087, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582203, Class: 0.504348, Obj: 0.416402, No Obj: 0.305944, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.500883, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546947, Class: 0.613304, Obj: 0.604621, No Obj: 0.398816, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493447, Class: 0.461816, Obj: 0.313723, No Obj: 0.305434, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.502543, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.397764, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409866, Class: 0.488021, Obj: 0.283907, No Obj: 0.304061, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.365344, Class: 0.651599, Obj: 0.698486, No Obj: 0.502027, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.479902, Class: 0.673848, Obj: 0.426944, No Obj: 0.398227, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.348658, Class: 0.445256, Obj: 0.304843, No Obj: 0.303579, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.499786, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587905, Class: 0.673034, Obj: 0.553786, No Obj: 0.398840, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343759, Class: 0.518487, Obj: 0.363618, No Obj: 0.305002, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.497840, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423067, Class: 0.675635, Obj: 0.502575, No Obj: 0.399343, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.420301, Class: 0.532928, Obj: 0.328824, No Obj: 0.305005, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.497400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389607, Class: 0.657439, Obj: 0.325359, No Obj: 0.398090, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.437981, Class: 0.462044, Obj: 0.303368, No Obj: 0.304752, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 102: 439.942871, 559.429932 avg loss, 0.000000 rate, 3.904566 seconds, 6528 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.495064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633431, Class: 0.600752, Obj: 0.591201, No Obj: 0.394382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.299962, Class: 0.446382, Obj: 0.269816, No Obj: 0.299760, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.495218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427972, Class: 0.639615, Obj: 0.522636, No Obj: 0.394044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.409557, Class: 0.522794, Obj: 0.263372, No Obj: 0.297338, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.499377, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527013, Class: 0.567557, Obj: 0.508575, No Obj: 0.394336, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.262361, Class: 0.366075, Obj: 0.326485, No Obj: 0.298188, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.497146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.394071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.246786, Class: 0.436381, Obj: 0.315659, No Obj: 0.297812, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.497613, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449291, Class: 0.656027, Obj: 0.501196, No Obj: 0.394087, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.514247, Class: 0.469133, Obj: 0.413824, No Obj: 0.297215, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.495997, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.393917, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464750, Class: 0.493606, Obj: 0.309979, No Obj: 0.298171, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.496230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507843, Class: 0.811720, Obj: 0.524310, No Obj: 0.394172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526802, Class: 0.434505, Obj: 0.313668, No Obj: 0.297714, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.496979, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.394316, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521252, Class: 0.412158, Obj: 0.282697, No Obj: 0.298034, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 103: 425.854004, 546.072327 avg loss, 0.000000 rate, 3.919166 seconds, 6592 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.492617, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482099, Class: 0.588513, Obj: 0.512122, No Obj: 0.390276, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.479627, Class: 0.476260, Obj: 0.300532, No Obj: 0.291631, .5R: 0.375000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489870, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761470, Class: 0.729710, Obj: 0.416817, No Obj: 0.389572, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.331692, Class: 0.477831, Obj: 0.263633, No Obj: 0.290982, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.492005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.390425, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524982, Class: 0.516107, Obj: 0.312426, No Obj: 0.291207, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.490466, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540305, Class: 0.509034, Obj: 0.238333, No Obj: 0.390517, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450943, Class: 0.459017, Obj: 0.348862, No Obj: 0.291838, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566432, Class: 0.455295, Obj: 0.518038, No Obj: 0.389460, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488813, Class: 0.486654, Obj: 0.243809, No Obj: 0.291452, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.493261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590125, Class: 0.645256, Obj: 0.559979, No Obj: 0.389744, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536128, Class: 0.493227, Obj: 0.276728, No Obj: 0.291375, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.491445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.389969, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.292172, Class: 0.502752, Obj: 0.325051, No Obj: 0.291169, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487962, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428103, Class: 0.650723, Obj: 0.602807, No Obj: 0.390893, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.302289, Class: 0.555182, Obj: 0.385931, No Obj: 0.291728, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 104: 410.817902, 532.546875 avg loss, 0.000000 rate, 3.913261 seconds, 6656 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.526152, Class: 0.309538, Obj: 0.362952, No Obj: 0.488469, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.273528, Class: 0.511928, Obj: 0.443293, No Obj: 0.385526, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.284398, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509602, Class: 0.779053, Obj: 0.179556, No Obj: 0.385417, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.299405, Class: 0.501245, Obj: 0.341957, No Obj: 0.284330, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.489099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812520, Class: 0.673988, Obj: 0.308639, No Obj: 0.385127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.480323, Class: 0.463721, Obj: 0.241089, No Obj: 0.284122, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.487905, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.386191, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486037, Class: 0.605880, Obj: 0.274536, No Obj: 0.285963, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.188582, Class: 0.398629, Obj: 0.304335, No Obj: 0.486034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.386252, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.199246, Class: 0.594523, Obj: 0.285959, No Obj: 0.285228, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486688, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.441656, Class: 0.428019, Obj: 0.597587, No Obj: 0.385383, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447856, Class: 0.551141, Obj: 0.274386, No Obj: 0.283779, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.486259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514827, Class: 0.592540, Obj: 0.398072, No Obj: 0.385755, .5R: 0.600000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.340503, Class: 0.508471, Obj: 0.252880, No Obj: 0.284895, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.485880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.386216, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524314, Class: 0.438675, Obj: 0.200546, No Obj: 0.284926, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 105: 396.454895, 518.937683 avg loss, 0.000000 rate, 3.920958 seconds, 6720 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.481960, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457386, Class: 0.693287, Obj: 0.366673, No Obj: 0.381475, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408591, Class: 0.347314, Obj: 0.275633, No Obj: 0.278763, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.479614, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570453, Class: 0.557662, Obj: 0.379883, No Obj: 0.380419, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.375517, Class: 0.534979, Obj: 0.242474, No Obj: 0.278157, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.482445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592016, Class: 0.529491, Obj: 0.446990, No Obj: 0.381204, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.405187, Class: 0.487102, Obj: 0.250290, No Obj: 0.277522, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.480892, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.380792, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505117, Class: 0.474828, Obj: 0.248061, No Obj: 0.276429, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.479858, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492005, Class: 0.453353, Obj: 0.383146, No Obj: 0.381122, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371397, Class: 0.469204, Obj: 0.220034, No Obj: 0.277700, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.480234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.271425, Class: 0.796962, Obj: 0.380001, No Obj: 0.381061, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392972, Class: 0.471320, Obj: 0.332375, No Obj: 0.276969, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.273968, Class: 0.514614, Obj: 0.319705, No Obj: 0.484849, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.380360, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380386, Class: 0.448662, Obj: 0.220991, No Obj: 0.276482, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.479205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.380355, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338958, Class: 0.517430, Obj: 0.238959, No Obj: 0.276994, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 106: 381.610657, 505.204987 avg loss, 0.000000 rate, 3.904708 seconds, 6784 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.477660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570970, Class: 0.509731, Obj: 0.469447, No Obj: 0.376008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.555287, Class: 0.437627, Obj: 0.365492, No Obj: 0.271077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533549, Class: 0.615948, Obj: 0.358539, No Obj: 0.375616, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.433638, Class: 0.498481, Obj: 0.346346, No Obj: 0.270918, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475569, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.240803, Class: 0.623697, Obj: 0.376726, No Obj: 0.377091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520119, Class: 0.490912, Obj: 0.284337, No Obj: 0.271272, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.476551, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.375731, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.288670, Class: 0.409977, Obj: 0.234872, No Obj: 0.270307, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.376286, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.371387, Class: 0.497261, Obj: 0.278933, No Obj: 0.270147, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475582, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379132, Class: 0.590374, Obj: 0.469902, No Obj: 0.376001, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.353572, Class: 0.465625, Obj: 0.202745, No Obj: 0.270405, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.414253, Class: 0.510685, Obj: 0.562240, No Obj: 0.477064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.376710, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399895, Class: 0.482605, Obj: 0.205588, No Obj: 0.270642, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.475598, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402425, Class: 0.711053, Obj: 0.471784, No Obj: 0.377667, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.349297, Class: 0.440203, Obj: 0.266053, No Obj: 0.273046, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 107: 368.211914, 491.505676 avg loss, 0.000000 rate, 3.905929 seconds, 6848 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.470295, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628254, Class: 0.444807, Obj: 0.325397, No Obj: 0.370805, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.479498, Class: 0.499673, Obj: 0.240896, No Obj: 0.263090, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.310310, Class: 0.348682, Obj: 0.410972, No Obj: 0.470322, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.480367, Class: 0.599083, Obj: 0.661051, No Obj: 0.371442, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425951, Class: 0.584812, Obj: 0.241945, No Obj: 0.263354, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.520998, Class: 0.335217, Obj: 0.522716, No Obj: 0.470317, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.695885, Class: 0.577845, Obj: 0.443251, No Obj: 0.370077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.262858, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.472173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.371492, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.341276, Class: 0.417593, Obj: 0.299516, No Obj: 0.263377, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.471569, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.371368, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367155, Class: 0.509006, Obj: 0.241363, No Obj: 0.263467, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.468453, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.365489, Class: 0.765372, Obj: 0.326802, No Obj: 0.370692, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.351783, Class: 0.490969, Obj: 0.296252, No Obj: 0.263312, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.471160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.372094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399113, Class: 0.421134, Obj: 0.223368, No Obj: 0.264197, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.474611, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.371462, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400516, Class: 0.457510, Obj: 0.372744, No Obj: 0.263066, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 108: 352.608917, 477.615997 avg loss, 0.000000 rate, 3.900741 seconds, 6912 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.464990, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423217, Class: 0.614713, Obj: 0.302704, No Obj: 0.366409, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.462745, Class: 0.501260, Obj: 0.248358, No Obj: 0.256886, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.450018, Class: 0.394588, Obj: 0.338747, No Obj: 0.466159, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.367289, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.299130, Class: 0.431090, Obj: 0.265038, No Obj: 0.258841, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.466467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733377, Class: 0.628824, Obj: 0.302575, No Obj: 0.365580, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.348699, Class: 0.508643, Obj: 0.244923, No Obj: 0.256138, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.466157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.366378, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335845, Class: 0.537719, Obj: 0.254245, No Obj: 0.256432, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.466876, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.253380, Class: 0.441688, Obj: 0.209861, No Obj: 0.366348, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.324139, Class: 0.438918, Obj: 0.324401, No Obj: 0.257029, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.468724, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492950, Class: 0.575447, Obj: 0.534339, No Obj: 0.367019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411972, Class: 0.466299, Obj: 0.233209, No Obj: 0.256205, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.467191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504155, Class: 0.631218, Obj: 0.426350, No Obj: 0.365812, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501534, Class: 0.662441, Obj: 0.241504, No Obj: 0.256305, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.462770, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670256, Class: 0.632644, Obj: 0.314417, No Obj: 0.366897, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.514606, Class: 0.430507, Obj: 0.260179, No Obj: 0.256644, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 109: 339.896454, 463.844055 avg loss, 0.000000 rate, 3.921497 seconds, 6976 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.459273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.346776, Class: 0.665383, Obj: 0.390836, No Obj: 0.360774, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.384735, Class: 0.573213, Obj: 0.287907, No Obj: 0.249002, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.460405, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531665, Class: 0.630935, Obj: 0.452875, No Obj: 0.361133, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.410325, Class: 0.515897, Obj: 0.264815, No Obj: 0.249222, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.462388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474042, Class: 0.812108, Obj: 0.274003, No Obj: 0.361387, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.879010, Class: 0.617662, Obj: 0.210338, No Obj: 0.250088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.463827, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516935, Class: 0.554785, Obj: 0.401671, No Obj: 0.361764, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.389756, Class: 0.383749, Obj: 0.307097, No Obj: 0.249756, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.460778, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373082, Class: 0.394165, Obj: 0.169501, No Obj: 0.361379, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.576361, Class: 0.504464, Obj: 0.182849, No Obj: 0.249201, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.618620, Class: 0.457776, Obj: 0.502164, No Obj: 0.459805, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.343352, Class: 0.749339, Obj: 0.299901, No Obj: 0.362212, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.507618, Class: 0.527395, Obj: 0.219204, No Obj: 0.250369, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.461950, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466542, Class: 0.635986, Obj: 0.371070, No Obj: 0.361172, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.250930, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.462596, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.361751, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.246822, Class: 0.513540, Obj: 0.153589, No Obj: 0.249793, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 110: 325.931946, 450.052856 avg loss, 0.000000 rate, 3.908926 seconds, 7040 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456626, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.356014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.411062, Class: 0.374340, Obj: 0.220121, No Obj: 0.242219, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.245590, Class: 0.596903, Obj: 0.619250, No Obj: 0.355888, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619379, Class: 0.471628, Obj: 0.315403, No Obj: 0.241423, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.331128, Class: 0.431020, Obj: 0.471042, No Obj: 0.454387, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.454881, Class: 0.525248, Obj: 0.311500, No Obj: 0.356123, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.258997, Class: 0.558085, Obj: 0.331131, No Obj: 0.242522, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.454301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505019, Class: 0.616413, Obj: 0.419436, No Obj: 0.356330, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411403, Class: 0.463519, Obj: 0.278453, No Obj: 0.242917, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.455176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497152, Class: 0.708255, Obj: 0.481848, No Obj: 0.355634, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.338534, Class: 0.459504, Obj: 0.214170, No Obj: 0.241150, .5R: 0.142857, .75R: 0.071429, count: 14 Region 82 Avg IOU: 0.424677, Class: 0.560203, Obj: 0.273732, No Obj: 0.452713, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.350927, Class: 0.601491, Obj: 0.361475, No Obj: 0.356544, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.438354, Class: 0.384339, Obj: 0.174051, No Obj: 0.242761, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.468570, Class: 0.373631, Obj: 0.485783, No Obj: 0.455360, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.805088, Class: 0.770176, Obj: 0.445342, No Obj: 0.356183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.295300, Class: 0.395946, Obj: 0.270129, No Obj: 0.242389, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.456967, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523849, Class: 0.510945, Obj: 0.482080, No Obj: 0.355171, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.336222, Class: 0.414257, Obj: 0.265616, No Obj: 0.241649, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 111: 312.035980, 436.251160 avg loss, 0.000000 rate, 3.914240 seconds, 7104 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.449342, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.268088, Class: 0.610739, Obj: 0.309419, No Obj: 0.351659, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.258405, Class: 0.403704, Obj: 0.309010, No Obj: 0.235773, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.383864, Class: 0.354821, Obj: 0.344364, No Obj: 0.447418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.351659, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312597, Class: 0.461074, Obj: 0.254150, No Obj: 0.236210, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.503893, Class: 0.494221, Obj: 0.392689, No Obj: 0.447795, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.684341, Class: 0.757189, Obj: 0.379875, No Obj: 0.350910, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.520952, Class: 0.388501, Obj: 0.212373, No Obj: 0.235419, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.447399, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584730, Class: 0.645875, Obj: 0.339304, No Obj: 0.350856, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.493597, Class: 0.565754, Obj: 0.362076, No Obj: 0.235320, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.449603, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.351702, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395019, Class: 0.428664, Obj: 0.243372, No Obj: 0.235540, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.447821, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.350398, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338418, Class: 0.455411, Obj: 0.247333, No Obj: 0.235053, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.448758, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.422106, Class: 0.597978, Obj: 0.359492, No Obj: 0.351288, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.342636, Class: 0.383511, Obj: 0.260128, No Obj: 0.235848, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.452426, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507009, Class: 0.618477, Obj: 0.303006, No Obj: 0.351073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395692, Class: 0.404212, Obj: 0.124209, No Obj: 0.235870, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 112: 299.083771, 422.534424 avg loss, 0.000000 rate, 3.923563 seconds, 7168 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.233390, Class: 0.412787, Obj: 0.436095, No Obj: 0.444570, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.501751, Class: 0.527481, Obj: 0.313885, No Obj: 0.346097, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.404375, Class: 0.620443, Obj: 0.170016, No Obj: 0.228774, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.440828, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630928, Class: 0.505657, Obj: 0.376035, No Obj: 0.345304, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.506539, Class: 0.460682, Obj: 0.256925, No Obj: 0.228334, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.448294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677810, Class: 0.644394, Obj: 0.496663, No Obj: 0.346903, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395753, Class: 0.440820, Obj: 0.143290, No Obj: 0.229960, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.443087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.345108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338754, Class: 0.398524, Obj: 0.188174, No Obj: 0.228157, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.445482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573004, Class: 0.440044, Obj: 0.427031, No Obj: 0.346436, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.447658, Class: 0.355092, Obj: 0.213429, No Obj: 0.228596, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.444599, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669899, Class: 0.655541, Obj: 0.302635, No Obj: 0.344973, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.257896, Class: 0.591846, Obj: 0.311836, No Obj: 0.228080, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.441693, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.346678, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.372259, Class: 0.433462, Obj: 0.222863, No Obj: 0.228348, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.444538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.345511, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467907, Class: 0.554184, Obj: 0.158023, No Obj: 0.228930, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 113: 285.791565, 408.860138 avg loss, 0.000000 rate, 3.918569 seconds, 7232 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.440997, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.341361, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338592, Class: 0.495359, Obj: 0.204779, No Obj: 0.222585, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.435270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.340082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335283, Class: 0.502561, Obj: 0.215788, No Obj: 0.221715, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.114258, Class: 0.477428, Obj: 0.501525, No Obj: 0.436760, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.339761, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.470525, Class: 0.435365, Obj: 0.204744, No Obj: 0.221429, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.436136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.340504, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.404038, Class: 0.442209, Obj: 0.154980, No Obj: 0.222213, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.516579, Class: 0.411528, Obj: 0.292888, No Obj: 0.436898, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.316449, Class: 0.375501, Obj: 0.296749, No Obj: 0.340843, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339387, Class: 0.385220, Obj: 0.204060, No Obj: 0.222660, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.437769, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700908, Class: 0.699016, Obj: 0.582070, No Obj: 0.340790, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493978, Class: 0.484819, Obj: 0.204681, No Obj: 0.221833, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.435628, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.341064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.405774, Class: 0.443297, Obj: 0.201623, No Obj: 0.220990, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.435880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492192, Class: 0.370827, Obj: 0.294156, No Obj: 0.340492, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.259587, Class: 0.488894, Obj: 0.260959, No Obj: 0.220772, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 114: 273.608337, 395.334961 avg loss, 0.000000 rate, 3.916311 seconds, 7296 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.429786, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.334291, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451394, Class: 0.507680, Obj: 0.249488, No Obj: 0.214116, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.429264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647532, Class: 0.711285, Obj: 0.357130, No Obj: 0.334758, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.531835, Class: 0.480683, Obj: 0.197067, No Obj: 0.215547, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.429818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.334843, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433510, Class: 0.502520, Obj: 0.201205, No Obj: 0.214474, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.430542, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.334708, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340028, Class: 0.419742, Obj: 0.216986, No Obj: 0.215115, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.433355, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406533, Class: 0.588356, Obj: 0.337666, No Obj: 0.334807, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.373705, Class: 0.468216, Obj: 0.228623, No Obj: 0.215176, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.548444, Class: 0.416199, Obj: 0.285159, No Obj: 0.433160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.334188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432748, Class: 0.415931, Obj: 0.298107, No Obj: 0.215166, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.430206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469409, Class: 0.489631, Obj: 0.290682, No Obj: 0.334489, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.259048, Class: 0.506187, Obj: 0.176758, No Obj: 0.213719, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.430715, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490172, Class: 0.732772, Obj: 0.435504, No Obj: 0.335036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365626, Class: 0.394903, Obj: 0.152085, No Obj: 0.215297, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 115: 261.084717, 381.909943 avg loss, 0.000000 rate, 3.921390 seconds, 7360 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.425573, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489417, Class: 0.628980, Obj: 0.261125, No Obj: 0.328635, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.606013, Class: 0.636619, Obj: 0.159938, No Obj: 0.206805, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.424073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.251875, Class: 0.697904, Obj: 0.493512, No Obj: 0.329402, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.225304, Class: 0.436902, Obj: 0.210394, No Obj: 0.208469, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.424286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.329827, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571563, Class: 0.530394, Obj: 0.201831, No Obj: 0.208570, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.401466, Class: 0.327573, Obj: 0.506995, No Obj: 0.424787, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785104, Class: 0.692891, Obj: 0.374953, No Obj: 0.328252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.522514, Class: 0.373852, Obj: 0.248639, No Obj: 0.207798, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.426148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640629, Class: 0.683571, Obj: 0.366128, No Obj: 0.329784, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.481018, Class: 0.533954, Obj: 0.187877, No Obj: 0.208085, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.424850, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668258, Class: 0.390606, Obj: 0.423586, No Obj: 0.330018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.315560, Class: 0.543151, Obj: 0.279701, No Obj: 0.209214, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.157168, Class: 0.388638, Obj: 0.406856, No Obj: 0.425261, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.415832, Class: 0.736037, Obj: 0.334584, No Obj: 0.329208, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.397740, Class: 0.458168, Obj: 0.170732, No Obj: 0.207846, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.423840, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.443217, Class: 0.506491, Obj: 0.386336, No Obj: 0.329348, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.657259, Class: 0.410111, Obj: 0.186951, No Obj: 0.209227, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 116: 249.818115, 368.700745 avg loss, 0.000000 rate, 3.913328 seconds, 7424 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.419285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.323152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.492717, Class: 0.440475, Obj: 0.187012, No Obj: 0.201109, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.416679, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.323753, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413573, Class: 0.452626, Obj: 0.232424, No Obj: 0.202192, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.418870, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459562, Class: 0.762506, Obj: 0.268953, No Obj: 0.324028, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408105, Class: 0.445843, Obj: 0.239698, No Obj: 0.201840, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.417008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.287179, Class: 0.655684, Obj: 0.193703, No Obj: 0.323095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649542, Class: 0.524266, Obj: 0.176508, No Obj: 0.201141, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.657578, Class: 0.374919, Obj: 0.509059, No Obj: 0.416865, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.583398, Class: 0.668641, Obj: 0.228517, No Obj: 0.324017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509505, Class: 0.398048, Obj: 0.176415, No Obj: 0.201724, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.417224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486590, Class: 0.720996, Obj: 0.181917, No Obj: 0.323608, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648638, Class: 0.327698, Obj: 0.116661, No Obj: 0.201763, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.419437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.323971, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511759, Class: 0.425262, Obj: 0.260508, No Obj: 0.202653, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.420152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.243038, Class: 0.582121, Obj: 0.311160, No Obj: 0.324255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643213, Class: 0.419335, Obj: 0.145459, No Obj: 0.200981, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 117: 237.241119, 355.554779 avg loss, 0.000000 rate, 3.920752 seconds, 7488 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.415404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.318345, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414419, Class: 0.472937, Obj: 0.178302, No Obj: 0.194592, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.492747, Class: 0.486561, Obj: 0.622875, No Obj: 0.409454, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.317187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395083, Class: 0.479557, Obj: 0.225984, No Obj: 0.195008, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.701968, Class: 0.306384, Obj: 0.395724, No Obj: 0.413426, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.316887, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.408875, Class: 0.396762, Obj: 0.192057, No Obj: 0.194371, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.411204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658300, Class: 0.640316, Obj: 0.337964, No Obj: 0.317003, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.398602, Class: 0.358375, Obj: 0.130911, No Obj: 0.194444, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.411744, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.317664, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.194257, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.410079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450993, Class: 0.606959, Obj: 0.411079, No Obj: 0.318541, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.520931, Class: 0.462449, Obj: 0.129790, No Obj: 0.195172, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.408983, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506300, Class: 0.668946, Obj: 0.354738, No Obj: 0.317848, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.341538, Class: 0.427990, Obj: 0.202471, No Obj: 0.194719, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.410361, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494278, Class: 0.657270, Obj: 0.345780, No Obj: 0.317236, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.358774, Class: 0.463668, Obj: 0.178787, No Obj: 0.194923, .5R: 0.222222, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 118: 225.762833, 342.575592 avg loss, 0.000000 rate, 3.925883 seconds, 7552 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.409683, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584424, Class: 0.695918, Obj: 0.177133, No Obj: 0.312592, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420362, Class: 0.451032, Obj: 0.207915, No Obj: 0.189120, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.302254, Class: 0.515161, Obj: 0.285009, No Obj: 0.404412, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.312051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.342081, Class: 0.455507, Obj: 0.155692, No Obj: 0.189115, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.405150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619769, Class: 0.628622, Obj: 0.163453, No Obj: 0.311240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508200, Class: 0.580542, Obj: 0.216837, No Obj: 0.187847, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.408019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.410201, Class: 0.677172, Obj: 0.338481, No Obj: 0.313295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.209387, Class: 0.375893, Obj: 0.239324, No Obj: 0.189347, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.404969, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552462, Class: 0.447866, Obj: 0.240169, No Obj: 0.312512, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.395920, Class: 0.496140, Obj: 0.193100, No Obj: 0.189109, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.405964, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641519, Class: 0.636093, Obj: 0.434975, No Obj: 0.312754, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.458272, Class: 0.358953, Obj: 0.158028, No Obj: 0.189020, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.405429, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495810, Class: 0.522946, Obj: 0.350835, No Obj: 0.311548, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.482514, Class: 0.597361, Obj: 0.082228, No Obj: 0.188551, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.407205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.312700, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.272434, Class: 0.356410, Obj: 0.147438, No Obj: 0.189575, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 119: 215.882187, 329.906250 avg loss, 0.000000 rate, 3.926926 seconds, 7616 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.398524, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329725, Class: 0.592876, Obj: 0.350813, No Obj: 0.307018, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.382213, Class: 0.421286, Obj: 0.231263, No Obj: 0.182640, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.397269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.306229, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396769, Class: 0.475231, Obj: 0.190067, No Obj: 0.182672, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.395724, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729652, Class: 0.627107, Obj: 0.393295, No Obj: 0.305499, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.181849, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.397077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417216, Class: 0.724043, Obj: 0.377539, No Obj: 0.305453, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.438622, Class: 0.598937, Obj: 0.201805, No Obj: 0.182801, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.396087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.305237, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.515385, Class: 0.414381, Obj: 0.182419, No Obj: 0.181657, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.397923, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.280863, Class: 0.511443, Obj: 0.364539, No Obj: 0.305865, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389301, Class: 0.403601, Obj: 0.162223, No Obj: 0.181513, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.402845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458700, Class: 0.586871, Obj: 0.252475, No Obj: 0.305947, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.426489, Class: 0.531752, Obj: 0.193867, No Obj: 0.182449, .5R: 0.272727, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.399235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493784, Class: 0.669059, Obj: 0.392222, No Obj: 0.305956, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447618, Class: 0.423026, Obj: 0.148623, No Obj: 0.181789, .5R: 0.400000, .75R: 0.000000, count: 10 (next mAP calculation at 1000 iterations) 120: 204.711700, 317.386810 avg loss, 0.000000 rate, 3.919320 seconds, 7680 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.392298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461621, Class: 0.493511, Obj: 0.352872, No Obj: 0.301439, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.361892, Class: 0.476615, Obj: 0.192615, No Obj: 0.176535, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.390654, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458684, Class: 0.616431, Obj: 0.230072, No Obj: 0.299989, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.386591, Class: 0.412397, Obj: 0.175157, No Obj: 0.176223, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.392178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578885, Class: 0.580098, Obj: 0.323568, No Obj: 0.300539, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250802, Class: 0.439005, Obj: 0.210240, No Obj: 0.176137, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.465602, Class: 0.402846, Obj: 0.347673, No Obj: 0.390243, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.300493, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.220160, Class: 0.558182, Obj: 0.225618, No Obj: 0.176026, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.389772, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.367485, Class: 0.686713, Obj: 0.375156, No Obj: 0.300144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343923, Class: 0.372956, Obj: 0.232138, No Obj: 0.176166, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.393490, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.300901, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383666, Class: 0.571432, Obj: 0.158004, No Obj: 0.175896, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.393767, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.300939, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.402491, Class: 0.450033, Obj: 0.162368, No Obj: 0.177588, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.393181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447971, Class: 0.727089, Obj: 0.338831, No Obj: 0.300530, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.367535, Class: 0.468967, Obj: 0.172362, No Obj: 0.176107, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 121: 195.632919, 305.211426 avg loss, 0.000000 rate, 3.930306 seconds, 7744 images Loaded: 0.000054 seconds Region 82 Avg IOU: 0.622765, Class: 0.436572, Obj: 0.364564, No Obj: 0.387008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.294707, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328475, Class: 0.612188, Obj: 0.180644, No Obj: 0.170528, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.382251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577734, Class: 0.482315, Obj: 0.214616, No Obj: 0.293704, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.421171, Class: 0.477371, Obj: 0.188218, No Obj: 0.170237, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.654635, Class: 0.503760, Obj: 0.378035, No Obj: 0.387370, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734521, Class: 0.387376, Obj: 0.273193, No Obj: 0.296254, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.171342, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.385733, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.295144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366536, Class: 0.558357, Obj: 0.169688, No Obj: 0.169618, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.384289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.395398, Class: 0.673468, Obj: 0.284402, No Obj: 0.295969, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.581514, Class: 0.505347, Obj: 0.150568, No Obj: 0.171362, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.383654, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772563, Class: 0.708019, Obj: 0.397491, No Obj: 0.294409, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.291274, Class: 0.542728, Obj: 0.167560, No Obj: 0.170207, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.384429, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.294798, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.327720, Class: 0.576972, Obj: 0.120486, No Obj: 0.169848, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.384779, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678224, Class: 0.650229, Obj: 0.248555, No Obj: 0.294682, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.396725, Class: 0.422724, Obj: 0.165057, No Obj: 0.169321, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 122: 185.260361, 293.216309 avg loss, 0.000000 rate, 3.920243 seconds, 7808 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.382841, Class: 0.364176, Obj: 0.444530, No Obj: 0.378125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737676, Class: 0.468027, Obj: 0.108077, No Obj: 0.289808, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.291755, Class: 0.467820, Obj: 0.217109, No Obj: 0.164273, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.375774, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634915, Class: 0.545201, Obj: 0.323400, No Obj: 0.289874, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.311039, Class: 0.482812, Obj: 0.148722, No Obj: 0.164711, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.378768, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.287655, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.339232, Class: 0.564553, Obj: 0.166194, No Obj: 0.164490, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.380213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626648, Class: 0.768777, Obj: 0.333368, No Obj: 0.287671, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.256603, Class: 0.359670, Obj: 0.083245, No Obj: 0.163349, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.376264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.288843, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694140, Class: 0.452414, Obj: 0.182559, No Obj: 0.164854, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.374505, Class: 0.408703, Obj: 0.292139, No Obj: 0.381113, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.287456, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437646, Class: 0.497027, Obj: 0.125635, No Obj: 0.163553, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.381495, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.330847, Class: 0.610140, Obj: 0.234285, No Obj: 0.287795, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.380440, Class: 0.496353, Obj: 0.132769, No Obj: 0.164352, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.378785, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.288570, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.439528, Class: 0.447931, Obj: 0.170513, No Obj: 0.164464, .5R: 0.500000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 123: 175.960510, 281.490723 avg loss, 0.000000 rate, 3.921812 seconds, 7872 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.570590, Class: 0.426536, Obj: 0.477136, No Obj: 0.373847, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.283269, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.265348, Class: 0.278415, Obj: 0.163174, No Obj: 0.159422, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.372888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662876, Class: 0.724751, Obj: 0.302785, No Obj: 0.283538, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652246, Class: 0.454262, Obj: 0.166897, No Obj: 0.158751, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.368482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.282232, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.181830, Class: 0.332887, Obj: 0.302259, No Obj: 0.157155, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.372737, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734603, Class: 0.472070, Obj: 0.300898, No Obj: 0.281860, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.356335, Class: 0.431068, Obj: 0.117675, No Obj: 0.157748, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.367414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430102, Class: 0.719600, Obj: 0.364378, No Obj: 0.280968, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.384600, Class: 0.377352, Obj: 0.149113, No Obj: 0.157503, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.373013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.284532, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.296742, Class: 0.500084, Obj: 0.096232, No Obj: 0.159728, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.369501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.282859, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428697, Class: 0.412909, Obj: 0.099836, No Obj: 0.157784, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.371891, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489014, Class: 0.645146, Obj: 0.325863, No Obj: 0.282709, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.471830, Class: 0.423166, Obj: 0.191377, No Obj: 0.158192, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 124: 166.225677, 269.964233 avg loss, 0.000000 rate, 3.921265 seconds, 7936 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.365544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504132, Class: 0.655590, Obj: 0.259211, No Obj: 0.276702, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.507892, Class: 0.644336, Obj: 0.110115, No Obj: 0.152283, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.363227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.276575, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.238525, Class: 0.540916, Obj: 0.082419, No Obj: 0.152224, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.365085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.277307, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432898, Class: 0.506890, Obj: 0.115689, No Obj: 0.153468, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.364751, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480752, Class: 0.697295, Obj: 0.342442, No Obj: 0.277103, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.438548, Class: 0.450453, Obj: 0.200462, No Obj: 0.153133, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.365141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.276581, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.453025, Class: 0.453625, Obj: 0.135812, No Obj: 0.151961, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.363526, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507851, Class: 0.698705, Obj: 0.239067, No Obj: 0.276521, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.455594, Class: 0.567110, Obj: 0.145257, No Obj: 0.153294, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.362438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429072, Class: 0.529953, Obj: 0.210868, No Obj: 0.276064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371336, Class: 0.545069, Obj: 0.181354, No Obj: 0.152494, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.366051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.158078, Class: 0.568847, Obj: 0.342935, No Obj: 0.276632, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382322, Class: 0.516271, Obj: 0.163065, No Obj: 0.153655, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 125: 157.799881, 258.747803 avg loss, 0.000000 rate, 3.903165 seconds, 8000 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.356853, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447249, Class: 0.676720, Obj: 0.360917, No Obj: 0.270898, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.368764, Class: 0.463567, Obj: 0.185191, No Obj: 0.147713, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.355421, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.269648, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442447, Class: 0.446735, Obj: 0.143504, No Obj: 0.146108, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.564313, Class: 0.277652, Obj: 0.434028, No Obj: 0.357292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.519775, Class: 0.560471, Obj: 0.219632, No Obj: 0.269336, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386920, Class: 0.497196, Obj: 0.119124, No Obj: 0.148087, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.353495, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.270287, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.269281, Class: 0.418036, Obj: 0.106071, No Obj: 0.147003, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.358768, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467769, Class: 0.535508, Obj: 0.305429, No Obj: 0.270232, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.514945, Class: 0.525307, Obj: 0.124807, No Obj: 0.147416, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.358018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.234722, Class: 0.629776, Obj: 0.383428, No Obj: 0.270392, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342181, Class: 0.391745, Obj: 0.113100, No Obj: 0.146201, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.357963, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328960, Class: 0.552908, Obj: 0.278193, No Obj: 0.269600, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460805, Class: 0.466884, Obj: 0.138145, No Obj: 0.146426, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.360590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.269508, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600537, Class: 0.454193, Obj: 0.143659, No Obj: 0.146883, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 126: 149.266006, 247.799622 avg loss, 0.000000 rate, 3.921543 seconds, 8064 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.348113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366331, Class: 0.544237, Obj: 0.272332, No Obj: 0.263724, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.395064, Class: 0.317339, Obj: 0.102558, No Obj: 0.141623, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.355072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.442329, Class: 0.340931, Obj: 0.264664, No Obj: 0.265462, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409613, Class: 0.444486, Obj: 0.089962, No Obj: 0.142107, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.348139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609700, Class: 0.611635, Obj: 0.283562, No Obj: 0.263195, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.377288, Class: 0.410963, Obj: 0.117879, No Obj: 0.141098, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.349665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446436, Class: 0.484658, Obj: 0.247917, No Obj: 0.264451, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444851, Class: 0.521027, Obj: 0.150822, No Obj: 0.140806, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.346173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381312, Class: 0.638224, Obj: 0.193197, No Obj: 0.263848, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.284757, Class: 0.582820, Obj: 0.149016, No Obj: 0.140976, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.350950, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428600, Class: 0.605135, Obj: 0.467042, No Obj: 0.264797, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543815, Class: 0.437343, Obj: 0.146859, No Obj: 0.143045, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.351397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.263846, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414180, Class: 0.523844, Obj: 0.135769, No Obj: 0.142068, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.351822, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394844, Class: 0.434326, Obj: 0.347113, No Obj: 0.264016, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442593, Class: 0.472288, Obj: 0.128711, No Obj: 0.141701, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 127: 141.397461, 237.159409 avg loss, 0.000000 rate, 3.923881 seconds, 8128 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.341226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575221, Class: 0.710369, Obj: 0.226634, No Obj: 0.258659, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.136930, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.341545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727824, Class: 0.722481, Obj: 0.205451, No Obj: 0.258404, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400652, Class: 0.478853, Obj: 0.110908, No Obj: 0.136191, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.343942, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.258231, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456934, Class: 0.442634, Obj: 0.137195, No Obj: 0.135488, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.342195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.256839, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461358, Class: 0.438401, Obj: 0.137691, No Obj: 0.136136, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.343112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.222012, Class: 0.722967, Obj: 0.221466, No Obj: 0.259748, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.247138, Class: 0.521510, Obj: 0.142496, No Obj: 0.137045, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.510414, Class: 0.500999, Obj: 0.448770, No Obj: 0.339491, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.489007, Class: 0.589020, Obj: 0.225110, No Obj: 0.258506, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528301, Class: 0.413352, Obj: 0.190318, No Obj: 0.137217, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.341041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401081, Class: 0.645249, Obj: 0.325406, No Obj: 0.258003, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.332183, Class: 0.551630, Obj: 0.152000, No Obj: 0.136030, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.339183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506745, Class: 0.590784, Obj: 0.294400, No Obj: 0.258507, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.446073, Class: 0.403288, Obj: 0.096661, No Obj: 0.137273, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 128: 133.518951, 226.795364 avg loss, 0.000000 rate, 3.929093 seconds, 8192 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.334538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.303808, Class: 0.720281, Obj: 0.194034, No Obj: 0.251895, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375634, Class: 0.465262, Obj: 0.152594, No Obj: 0.131695, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.335819, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.219550, Class: 0.716672, Obj: 0.219383, No Obj: 0.252580, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.131721, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.472893, Class: 0.388264, Obj: 0.137335, No Obj: 0.331668, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.251494, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543209, Class: 0.416072, Obj: 0.221934, No Obj: 0.131195, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.333966, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504557, Class: 0.761599, Obj: 0.193957, No Obj: 0.252703, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.390148, Class: 0.513075, Obj: 0.163889, No Obj: 0.131319, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.752918, Class: 0.373590, Obj: 0.369407, No Obj: 0.333714, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.715054, Class: 0.620682, Obj: 0.204721, No Obj: 0.252077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.273397, Class: 0.427229, Obj: 0.115679, No Obj: 0.131769, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.333111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.251905, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356736, Class: 0.472238, Obj: 0.142428, No Obj: 0.132215, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.332049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715415, Class: 0.290841, Obj: 0.154236, No Obj: 0.251231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339376, Class: 0.541475, Obj: 0.130838, No Obj: 0.131910, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.344865, Class: 0.464764, Obj: 0.290301, No Obj: 0.334627, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.251686, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.529077, Class: 0.450171, Obj: 0.197219, No Obj: 0.130777, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 129: 126.245003, 216.740326 avg loss, 0.000000 rate, 3.927029 seconds, 8256 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.323492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489456, Class: 0.688812, Obj: 0.164901, No Obj: 0.243822, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.385477, Class: 0.502279, Obj: 0.127752, No Obj: 0.127012, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.328341, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.246508, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436105, Class: 0.378280, Obj: 0.136653, No Obj: 0.126360, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.324782, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.245349, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510644, Class: 0.388218, Obj: 0.157011, No Obj: 0.127153, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.328903, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696884, Class: 0.617252, Obj: 0.487328, No Obj: 0.247030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.348341, Class: 0.339650, Obj: 0.035320, No Obj: 0.126915, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.326239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.246940, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.314015, Class: 0.535335, Obj: 0.147642, No Obj: 0.126396, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.329746, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.246703, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397004, Class: 0.358945, Obj: 0.104635, No Obj: 0.127076, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.330453, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.246962, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335314, Class: 0.508655, Obj: 0.125845, No Obj: 0.126910, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.329556, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.246784, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397340, Class: 0.406090, Obj: 0.149124, No Obj: 0.126883, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 130: 119.646500, 207.030945 avg loss, 0.000000 rate, 3.919748 seconds, 8320 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.317370, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.239341, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398601, Class: 0.557062, Obj: 0.072482, No Obj: 0.122143, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.428676, Class: 0.622224, Obj: 0.437908, No Obj: 0.321538, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.508458, Class: 0.557336, Obj: 0.256610, No Obj: 0.240305, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.506242, Class: 0.504249, Obj: 0.104189, No Obj: 0.121917, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.321399, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755824, Class: 0.432993, Obj: 0.298475, No Obj: 0.240497, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.314484, Class: 0.474000, Obj: 0.153043, No Obj: 0.122385, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.320374, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392346, Class: 0.590522, Obj: 0.190134, No Obj: 0.239371, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.474032, Class: 0.446945, Obj: 0.186233, No Obj: 0.122023, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.325728, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.346198, Class: 0.598870, Obj: 0.259614, No Obj: 0.239997, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.493585, Class: 0.392577, Obj: 0.101224, No Obj: 0.120848, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.320007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699516, Class: 0.584329, Obj: 0.193440, No Obj: 0.240375, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398658, Class: 0.503693, Obj: 0.104076, No Obj: 0.121591, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.322017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.239780, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437772, Class: 0.468917, Obj: 0.166124, No Obj: 0.121614, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.320103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841973, Class: 0.518510, Obj: 0.185862, No Obj: 0.238752, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.354568, Class: 0.475530, Obj: 0.115800, No Obj: 0.122089, .5R: 0.333333, .75R: 0.000000, count: 12 (next mAP calculation at 1000 iterations) 131: 113.347885, 197.662643 avg loss, 0.000000 rate, 3.929313 seconds, 8384 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.315476, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.234124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465204, Class: 0.424743, Obj: 0.095035, No Obj: 0.117575, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.314281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528843, Class: 0.658916, Obj: 0.156063, No Obj: 0.234103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395363, Class: 0.276186, Obj: 0.155950, No Obj: 0.116549, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.311149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414439, Class: 0.632742, Obj: 0.208754, No Obj: 0.234818, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.118027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.313364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485654, Class: 0.551232, Obj: 0.407163, No Obj: 0.233622, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630519, Class: 0.456016, Obj: 0.163614, No Obj: 0.117131, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.260656, Class: 0.272233, Obj: 0.370956, No Obj: 0.316484, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.234555, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497931, Class: 0.528588, Obj: 0.084128, No Obj: 0.117740, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.314960, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423557, Class: 0.636238, Obj: 0.164984, No Obj: 0.234803, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.553517, Class: 0.536008, Obj: 0.085452, No Obj: 0.117515, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.311224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.232517, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490064, Class: 0.545314, Obj: 0.115929, No Obj: 0.116364, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.312859, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.233302, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414387, Class: 0.461903, Obj: 0.112496, No Obj: 0.116910, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 132: 106.047066, 188.501083 avg loss, 0.000000 rate, 3.933094 seconds, 8448 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.304450, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.227791, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458754, Class: 0.383392, Obj: 0.109000, No Obj: 0.112382, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.354913, Class: 0.576700, Obj: 0.207545, No Obj: 0.304466, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.227421, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421820, Class: 0.462677, Obj: 0.138052, No Obj: 0.112530, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.306505, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.227682, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.345763, Class: 0.394420, Obj: 0.092690, No Obj: 0.112403, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.306262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.227399, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378736, Class: 0.393793, Obj: 0.116569, No Obj: 0.112968, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.304670, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588772, Class: 0.575111, Obj: 0.251294, No Obj: 0.227642, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.285843, Class: 0.445469, Obj: 0.074320, No Obj: 0.112163, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.302500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472475, Class: 0.535998, Obj: 0.179882, No Obj: 0.228065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581218, Class: 0.393185, Obj: 0.165306, No Obj: 0.112655, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.307721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.229048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681619, Class: 0.542357, Obj: 0.120029, No Obj: 0.112441, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.303469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519258, Class: 0.665096, Obj: 0.165246, No Obj: 0.228222, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.520070, Class: 0.386773, Obj: 0.097919, No Obj: 0.113120, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 133: 99.786026, 179.629578 avg loss, 0.000000 rate, 3.921635 seconds, 8512 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.472966, Class: 0.477790, Obj: 0.301976, No Obj: 0.299345, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.222679, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448994, Class: 0.413027, Obj: 0.127239, No Obj: 0.108263, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.297135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.220635, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316279, Class: 0.481363, Obj: 0.103667, No Obj: 0.107766, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.297571, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487512, Class: 0.767423, Obj: 0.295917, No Obj: 0.221747, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.309300, Class: 0.476084, Obj: 0.074050, No Obj: 0.108924, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.300423, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.222537, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377051, Class: 0.557387, Obj: 0.122062, No Obj: 0.108574, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.298276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604217, Class: 0.613920, Obj: 0.097970, No Obj: 0.222816, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477245, Class: 0.450935, Obj: 0.097122, No Obj: 0.109294, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.507684, Class: 0.555918, Obj: 0.369693, No Obj: 0.298831, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.350664, Class: 0.599797, Obj: 0.233795, No Obj: 0.221914, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.500070, Class: 0.480027, Obj: 0.114137, No Obj: 0.108252, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.191254, Class: 0.318604, Obj: 0.317939, No Obj: 0.298095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.222835, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354434, Class: 0.434145, Obj: 0.108327, No Obj: 0.109228, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.297793, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562989, Class: 0.714206, Obj: 0.239336, No Obj: 0.221980, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.316740, Class: 0.434660, Obj: 0.072741, No Obj: 0.108244, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 134: 95.043404, 171.170959 avg loss, 0.000000 rate, 3.917913 seconds, 8576 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.294426, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.283309, Class: 0.707334, Obj: 0.180814, No Obj: 0.215223, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440498, Class: 0.411797, Obj: 0.114377, No Obj: 0.104073, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.287837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563436, Class: 0.580075, Obj: 0.247773, No Obj: 0.216135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.374311, Class: 0.373552, Obj: 0.137820, No Obj: 0.104384, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.290354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.215404, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.483922, Class: 0.510852, Obj: 0.104322, No Obj: 0.103768, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.295008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498597, Class: 0.626629, Obj: 0.251456, No Obj: 0.217518, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.310275, Class: 0.421093, Obj: 0.155399, No Obj: 0.105362, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.291234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.216194, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552858, Class: 0.409073, Obj: 0.118584, No Obj: 0.104140, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.288220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617035, Class: 0.425893, Obj: 0.227294, No Obj: 0.215223, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.420640, Class: 0.514968, Obj: 0.121722, No Obj: 0.104203, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.285517, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.167660, Class: 0.601471, Obj: 0.380465, No Obj: 0.216466, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361753, Class: 0.381529, Obj: 0.124395, No Obj: 0.104327, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.289877, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512071, Class: 0.477142, Obj: 0.211529, No Obj: 0.215891, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.326374, Class: 0.443412, Obj: 0.094344, No Obj: 0.103905, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 135: 89.216003, 162.975464 avg loss, 0.000000 rate, 3.917873 seconds, 8640 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.283805, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505254, Class: 0.642345, Obj: 0.177137, No Obj: 0.210323, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.393585, Class: 0.615503, Obj: 0.077612, No Obj: 0.100509, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.287360, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472202, Class: 0.665695, Obj: 0.265084, No Obj: 0.210240, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.331197, Class: 0.396620, Obj: 0.097962, No Obj: 0.100419, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.590405, Class: 0.414530, Obj: 0.392508, No Obj: 0.287100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.210599, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.100150, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.283155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.295993, Class: 0.533657, Obj: 0.234187, No Obj: 0.210553, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.292080, Class: 0.479526, Obj: 0.124800, No Obj: 0.101286, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.279026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481300, Class: 0.607935, Obj: 0.205831, No Obj: 0.209882, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.346166, Class: 0.582674, Obj: 0.071818, No Obj: 0.101000, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.284649, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570800, Class: 0.710307, Obj: 0.200105, No Obj: 0.212307, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426637, Class: 0.486227, Obj: 0.075717, No Obj: 0.101412, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.705345, Class: 0.421977, Obj: 0.249885, No Obj: 0.289008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.516984, Class: 0.552547, Obj: 0.178163, No Obj: 0.210894, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.442454, Class: 0.565605, Obj: 0.101875, No Obj: 0.101070, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.290863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888025, Class: 0.443934, Obj: 0.250843, No Obj: 0.209997, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.337989, Class: 0.414660, Obj: 0.074268, No Obj: 0.100612, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 136: 84.541359, 155.132050 avg loss, 0.000000 rate, 3.919933 seconds, 8704 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.446951, Class: 0.385242, Obj: 0.224891, No Obj: 0.281298, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.204439, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422107, Class: 0.507349, Obj: 0.061362, No Obj: 0.096410, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.431676, Class: 0.526487, Obj: 0.304658, No Obj: 0.275522, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.204886, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604017, Class: 0.428979, Obj: 0.082231, No Obj: 0.097565, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.273514, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.291630, Class: 0.536392, Obj: 0.207535, No Obj: 0.203604, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562978, Class: 0.426193, Obj: 0.080307, No Obj: 0.096528, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.279472, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457098, Class: 0.440292, Obj: 0.236002, No Obj: 0.205765, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.303902, Class: 0.494623, Obj: 0.095024, No Obj: 0.096432, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.278529, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.205191, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395471, Class: 0.498771, Obj: 0.115721, No Obj: 0.096595, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.273705, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699052, Class: 0.469991, Obj: 0.236261, No Obj: 0.203033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533234, Class: 0.438291, Obj: 0.072776, No Obj: 0.096629, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.276053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.204033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485329, Class: 0.451282, Obj: 0.057307, No Obj: 0.096386, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.281049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437485, Class: 0.611135, Obj: 0.116951, No Obj: 0.204766, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.427462, Class: 0.408632, Obj: 0.092131, No Obj: 0.096368, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 137: 79.249680, 147.543808 avg loss, 0.000000 rate, 3.919452 seconds, 8768 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.271996, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.199110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.270368, Class: 0.519039, Obj: 0.055309, No Obj: 0.092560, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.275565, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366767, Class: 0.648319, Obj: 0.197869, No Obj: 0.198729, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.484057, Class: 0.475473, Obj: 0.091195, No Obj: 0.092575, .5R: 0.555556, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.264468, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.198030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.257723, Class: 0.390552, Obj: 0.082815, No Obj: 0.093118, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.266262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.198738, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.249489, Class: 0.443848, Obj: 0.053689, No Obj: 0.093075, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.359532, Class: 0.552138, Obj: 0.245455, No Obj: 0.269177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.199115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445730, Class: 0.474583, Obj: 0.067927, No Obj: 0.092612, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.270903, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.199158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.341514, Class: 0.509400, Obj: 0.095848, No Obj: 0.093310, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.271956, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.199058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467058, Class: 0.426710, Obj: 0.085827, No Obj: 0.093189, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.267896, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674142, Class: 0.638035, Obj: 0.168769, No Obj: 0.198981, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504918, Class: 0.529927, Obj: 0.147504, No Obj: 0.093276, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 138: 74.889900, 140.278412 avg loss, 0.000000 rate, 3.912075 seconds, 8832 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.262697, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459781, Class: 0.582211, Obj: 0.143031, No Obj: 0.193096, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.331680, Class: 0.484139, Obj: 0.061510, No Obj: 0.089510, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.261998, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625982, Class: 0.735899, Obj: 0.091795, No Obj: 0.193124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417270, Class: 0.478655, Obj: 0.102818, No Obj: 0.089606, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.268068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.193987, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.390501, Class: 0.407587, Obj: 0.075315, No Obj: 0.089510, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.264580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474191, Class: 0.554291, Obj: 0.276434, No Obj: 0.193141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389345, Class: 0.485011, Obj: 0.080292, No Obj: 0.089427, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.262214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496677, Class: 0.526435, Obj: 0.205284, No Obj: 0.193851, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.368921, Class: 0.458405, Obj: 0.090779, No Obj: 0.089332, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.262534, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.280325, Class: 0.611790, Obj: 0.188350, No Obj: 0.192818, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.376929, Class: 0.391032, Obj: 0.052294, No Obj: 0.089087, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.262494, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.363686, Class: 0.661500, Obj: 0.180118, No Obj: 0.192763, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.335568, Class: 0.393121, Obj: 0.087369, No Obj: 0.089335, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.160495, Class: 0.399489, Obj: 0.228840, No Obj: 0.258395, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.350966, Class: 0.686839, Obj: 0.210684, No Obj: 0.192313, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594688, Class: 0.495641, Obj: 0.079492, No Obj: 0.089069, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 139: 70.096039, 133.260178 avg loss, 0.000000 rate, 3.924113 seconds, 8896 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.257179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.187149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.305421, Class: 0.582838, Obj: 0.127387, No Obj: 0.086140, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.258252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.346551, Class: 0.670829, Obj: 0.163945, No Obj: 0.188849, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398374, Class: 0.451561, Obj: 0.099659, No Obj: 0.086312, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.254775, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507611, Class: 0.634308, Obj: 0.204778, No Obj: 0.186472, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.366148, Class: 0.403132, Obj: 0.044737, No Obj: 0.085796, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.254364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.188214, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.296813, Class: 0.410706, Obj: 0.032666, No Obj: 0.086114, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.255943, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535252, Class: 0.603677, Obj: 0.218317, No Obj: 0.188113, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.346175, Class: 0.497168, Obj: 0.070999, No Obj: 0.086896, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.259417, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.296557, Class: 0.596870, Obj: 0.202103, No Obj: 0.187227, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.354894, Class: 0.476931, Obj: 0.085294, No Obj: 0.086174, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.251404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646813, Class: 0.513859, Obj: 0.138642, No Obj: 0.186644, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.414483, Class: 0.467951, Obj: 0.077292, No Obj: 0.085767, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.256943, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658898, Class: 0.598336, Obj: 0.136004, No Obj: 0.186966, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441690, Class: 0.493727, Obj: 0.081148, No Obj: 0.086090, .5R: 0.444444, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 140: 66.586479, 126.592812 avg loss, 0.000000 rate, 3.917796 seconds, 8960 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.861847, Class: 0.457669, Obj: 0.390173, No Obj: 0.255212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.535600, Class: 0.716459, Obj: 0.090743, No Obj: 0.183406, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615694, Class: 0.576690, Obj: 0.082886, No Obj: 0.083043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.718935, Class: 0.290460, Obj: 0.322656, No Obj: 0.246726, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.182232, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.153364, Class: 0.389292, Obj: 0.087790, No Obj: 0.082650, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.244690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705553, Class: 0.683026, Obj: 0.176283, No Obj: 0.182900, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.388994, Class: 0.467184, Obj: 0.074670, No Obj: 0.083397, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.250291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.182255, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.307248, Class: 0.427373, Obj: 0.071586, No Obj: 0.082418, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.248607, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.182042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.264452, Class: 0.377240, Obj: 0.066746, No Obj: 0.082766, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.252534, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734278, Class: 0.615356, Obj: 0.191943, No Obj: 0.183092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459721, Class: 0.522091, Obj: 0.105544, No Obj: 0.083093, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.251338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499042, Class: 0.504647, Obj: 0.198106, No Obj: 0.182806, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354579, Class: 0.477476, Obj: 0.091477, No Obj: 0.082835, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.250681, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.310668, Class: 0.753153, Obj: 0.150248, No Obj: 0.181717, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345030, Class: 0.352124, Obj: 0.074991, No Obj: 0.082135, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 141: 62.042782, 120.137810 avg loss, 0.000000 rate, 3.912121 seconds, 9024 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.435212, Class: 0.602319, Obj: 0.150046, No Obj: 0.242106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.498928, Class: 0.531977, Obj: 0.081718, No Obj: 0.175965, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.332687, Class: 0.391378, Obj: 0.085819, No Obj: 0.079021, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.247962, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.431224, Class: 0.793532, Obj: 0.135472, No Obj: 0.178820, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419296, Class: 0.405930, Obj: 0.095402, No Obj: 0.080608, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.241646, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553343, Class: 0.726579, Obj: 0.163372, No Obj: 0.176670, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.431644, Class: 0.481655, Obj: 0.059079, No Obj: 0.079505, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.240563, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.372124, Class: 0.640400, Obj: 0.173377, No Obj: 0.176708, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.409971, Class: 0.380825, Obj: 0.073423, No Obj: 0.079892, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.240595, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653432, Class: 0.499771, Obj: 0.121966, No Obj: 0.176142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.367013, Class: 0.487406, Obj: 0.080149, No Obj: 0.079554, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.240157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.176161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562953, Class: 0.498317, Obj: 0.082849, No Obj: 0.079366, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.238450, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.176687, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329184, Class: 0.505103, Obj: 0.059497, No Obj: 0.079237, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.241348, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.177796, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.334366, Class: 0.613067, Obj: 0.054020, No Obj: 0.079948, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 142: 58.811741, 114.005203 avg loss, 0.000000 rate, 3.922105 seconds, 9088 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.241766, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561290, Class: 0.227102, Obj: 0.259992, No Obj: 0.173117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.424328, Class: 0.430439, Obj: 0.079082, No Obj: 0.076659, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.235385, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.172179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510054, Class: 0.512228, Obj: 0.094090, No Obj: 0.076658, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.238224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430826, Class: 0.596025, Obj: 0.259778, No Obj: 0.172857, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.460394, Class: 0.352150, Obj: 0.085547, No Obj: 0.077935, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.237291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.170563, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.390489, Class: 0.483172, Obj: 0.057433, No Obj: 0.076990, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.233345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436068, Class: 0.643774, Obj: 0.151338, No Obj: 0.171002, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.424142, Class: 0.435513, Obj: 0.089711, No Obj: 0.076949, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.230535, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.171148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563525, Class: 0.522479, Obj: 0.090329, No Obj: 0.076666, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.232167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510532, Class: 0.665989, Obj: 0.166159, No Obj: 0.172047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409685, Class: 0.486493, Obj: 0.045492, No Obj: 0.076657, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.236338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739520, Class: 0.403598, Obj: 0.132100, No Obj: 0.172549, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460972, Class: 0.424498, Obj: 0.062476, No Obj: 0.076481, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 143: 55.054935, 108.110176 avg loss, 0.000000 rate, 3.920959 seconds, 9152 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.227061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528173, Class: 0.603900, Obj: 0.146129, No Obj: 0.165982, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.074206, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.533702, Class: 0.610910, Obj: 0.558932, No Obj: 0.225617, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.166582, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.368293, Class: 0.496011, Obj: 0.062977, No Obj: 0.073430, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.226690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.166732, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.318189, Class: 0.416937, Obj: 0.051993, No Obj: 0.074030, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.231570, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.167265, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400667, Class: 0.525705, Obj: 0.079183, No Obj: 0.074085, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.230118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752031, Class: 0.622439, Obj: 0.136074, No Obj: 0.168043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.074640, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.223021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.166031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516208, Class: 0.434613, Obj: 0.081550, No Obj: 0.074344, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.237774, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575833, Class: 0.430944, Obj: 0.167549, No Obj: 0.169399, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.472972, Class: 0.287549, Obj: 0.097200, No Obj: 0.074978, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.233448, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.387742, Class: 0.666292, Obj: 0.183871, No Obj: 0.167370, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.470677, Class: 0.561045, Obj: 0.077994, No Obj: 0.074363, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 144: 51.976185, 102.496780 avg loss, 0.000000 rate, 3.921059 seconds, 9216 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.279184, Class: 0.562889, Obj: 0.196068, No Obj: 0.219905, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.639994, Class: 0.694100, Obj: 0.195676, No Obj: 0.162488, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.264026, Class: 0.522951, Obj: 0.101798, No Obj: 0.071288, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.223157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544967, Class: 0.679536, Obj: 0.175361, No Obj: 0.162149, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.375265, Class: 0.460780, Obj: 0.068090, No Obj: 0.070778, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.222333, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463653, Class: 0.662527, Obj: 0.214078, No Obj: 0.162224, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.337587, Class: 0.512473, Obj: 0.082368, No Obj: 0.070970, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.445880, Class: 0.383541, Obj: 0.151203, No Obj: 0.221580, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.595566, Class: 0.651317, Obj: 0.262683, No Obj: 0.161154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339431, Class: 0.416822, Obj: 0.079078, No Obj: 0.070977, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.223697, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.162654, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.376031, Class: 0.459064, Obj: 0.084589, No Obj: 0.071964, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.223437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362626, Class: 0.657590, Obj: 0.095249, No Obj: 0.161873, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375364, Class: 0.561768, Obj: 0.074635, No Obj: 0.071132, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.223257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424770, Class: 0.588232, Obj: 0.149432, No Obj: 0.162489, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.251762, Class: 0.500959, Obj: 0.044727, No Obj: 0.071928, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.223552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304638, Class: 0.742428, Obj: 0.080791, No Obj: 0.161006, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.344397, Class: 0.554156, Obj: 0.066381, No Obj: 0.071339, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 145: 49.512691, 97.198372 avg loss, 0.000000 rate, 3.924147 seconds, 9280 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.212537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.157105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329164, Class: 0.413566, Obj: 0.103578, No Obj: 0.069006, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.215727, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491921, Class: 0.651533, Obj: 0.111352, No Obj: 0.157018, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.277486, Class: 0.468028, Obj: 0.081247, No Obj: 0.068478, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.212663, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.156471, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403079, Class: 0.500182, Obj: 0.046099, No Obj: 0.067996, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.211182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.155750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380242, Class: 0.469631, Obj: 0.084022, No Obj: 0.068271, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.213960, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.157342, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621312, Class: 0.437689, Obj: 0.111437, No Obj: 0.068750, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.216936, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492072, Class: 0.709787, Obj: 0.093904, No Obj: 0.156348, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.254614, Class: 0.410955, Obj: 0.095455, No Obj: 0.068407, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.209960, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.156319, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.211619, Class: 0.519952, Obj: 0.048382, No Obj: 0.069245, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.584662, Class: 0.377624, Obj: 0.143205, No Obj: 0.209207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.156338, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.319430, Class: 0.540299, Obj: 0.053599, No Obj: 0.067946, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 146: 45.614479, 92.039986 avg loss, 0.000000 rate, 3.910849 seconds, 9344 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.210101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.151358, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.309239, Class: 0.429585, Obj: 0.041051, No Obj: 0.065849, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.212121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354309, Class: 0.738199, Obj: 0.142804, No Obj: 0.153263, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394651, Class: 0.375960, Obj: 0.073108, No Obj: 0.066524, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.204906, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.151384, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367240, Class: 0.552694, Obj: 0.045524, No Obj: 0.066327, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.203321, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.150623, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.065942, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.208469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516184, Class: 0.591106, Obj: 0.179940, No Obj: 0.151379, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.491285, Class: 0.372853, Obj: 0.056518, No Obj: 0.065648, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.209178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469982, Class: 0.714222, Obj: 0.102033, No Obj: 0.152760, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.456597, Class: 0.529530, Obj: 0.069912, No Obj: 0.066311, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.208623, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.189382, Class: 0.711356, Obj: 0.083021, No Obj: 0.151846, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.455773, Class: 0.402246, Obj: 0.036414, No Obj: 0.066287, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.211924, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497637, Class: 0.668909, Obj: 0.269283, No Obj: 0.151604, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362909, Class: 0.504424, Obj: 0.034487, No Obj: 0.065825, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 147: 42.793781, 87.115364 avg loss, 0.000000 rate, 3.919246 seconds, 9408 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.311149, Class: 0.511189, Obj: 0.218704, No Obj: 0.201324, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.351575, Class: 0.656381, Obj: 0.135800, No Obj: 0.147255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.364006, Class: 0.432802, Obj: 0.054470, No Obj: 0.063756, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.206397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461764, Class: 0.512356, Obj: 0.153314, No Obj: 0.147221, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.317680, Class: 0.482674, Obj: 0.052211, No Obj: 0.063715, .5R: 0.250000, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.201835, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412915, Class: 0.846757, Obj: 0.115737, No Obj: 0.147133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.268010, Class: 0.469737, Obj: 0.036155, No Obj: 0.063500, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.325687, Class: 0.631587, Obj: 0.175660, No Obj: 0.202736, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.652012, Class: 0.599230, Obj: 0.224780, No Obj: 0.147624, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475665, Class: 0.535454, Obj: 0.083705, No Obj: 0.063931, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.202970, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.146532, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429947, Class: 0.474244, Obj: 0.128347, No Obj: 0.063141, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.206991, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.148775, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419318, Class: 0.405485, Obj: 0.059457, No Obj: 0.063924, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.204327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686765, Class: 0.635117, Obj: 0.280300, No Obj: 0.148003, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.355348, Class: 0.494670, Obj: 0.054369, No Obj: 0.063638, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.201250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601905, Class: 0.676855, Obj: 0.173275, No Obj: 0.147599, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.424108, Class: 0.419642, Obj: 0.069192, No Obj: 0.064214, .5R: 0.444444, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 148: 41.140747, 82.517899 avg loss, 0.000000 rate, 3.907491 seconds, 9472 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.202204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435566, Class: 0.711069, Obj: 0.138512, No Obj: 0.143886, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447647, Class: 0.468188, Obj: 0.087630, No Obj: 0.061407, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.197185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.143761, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461133, Class: 0.483814, Obj: 0.041841, No Obj: 0.060997, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.192428, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.141695, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397838, Class: 0.485414, Obj: 0.062456, No Obj: 0.061461, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.191600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.142320, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.311075, Class: 0.417130, Obj: 0.058054, No Obj: 0.061024, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.197931, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.142353, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429434, Class: 0.517788, Obj: 0.039856, No Obj: 0.061279, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.197410, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.141856, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464474, Class: 0.292662, Obj: 0.026574, No Obj: 0.060993, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.624580, Class: 0.438490, Obj: 0.187275, No Obj: 0.198184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.142495, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364527, Class: 0.431440, Obj: 0.087709, No Obj: 0.061278, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.356712, Class: 0.427418, Obj: 0.355777, No Obj: 0.192629, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.142809, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427449, Class: 0.414497, Obj: 0.070821, No Obj: 0.061173, .5R: 0.500000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 149: 38.179119, 78.084023 avg loss, 0.000000 rate, 3.922873 seconds, 9536 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.384214, Class: 0.562997, Obj: 0.226925, No Obj: 0.191309, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.138139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393266, Class: 0.435213, Obj: 0.038947, No Obj: 0.059427, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.189689, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.293464, Class: 0.595883, Obj: 0.070818, No Obj: 0.138421, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511132, Class: 0.482948, Obj: 0.050180, No Obj: 0.059248, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.189482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.136886, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406209, Class: 0.425401, Obj: 0.062450, No Obj: 0.058613, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.455761, Class: 0.374916, Obj: 0.260861, No Obj: 0.189072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727740, Class: 0.572335, Obj: 0.066121, No Obj: 0.137412, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384198, Class: 0.477313, Obj: 0.060776, No Obj: 0.059244, .5R: 0.111111, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.188479, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.137082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.405957, Class: 0.456077, Obj: 0.072005, No Obj: 0.058839, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.186673, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.136973, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380676, Class: 0.552031, Obj: 0.022138, No Obj: 0.058816, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.151629, Class: 0.487775, Obj: 0.245955, No Obj: 0.187692, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.137605, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.321711, Class: 0.460784, Obj: 0.066532, No Obj: 0.059402, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.188863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481068, Class: 0.583895, Obj: 0.147696, No Obj: 0.137683, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.127824, Class: 0.473522, Obj: 0.036659, No Obj: 0.058880, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 150: 35.866772, 73.862297 avg loss, 0.000001 rate, 3.928729 seconds, 9600 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.182806, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.134395, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582641, Class: 0.578347, Obj: 0.032193, No Obj: 0.057586, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.185249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312434, Class: 0.746326, Obj: 0.069707, No Obj: 0.134321, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.280072, Class: 0.541730, Obj: 0.056644, No Obj: 0.057677, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.182146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522031, Class: 0.654816, Obj: 0.098244, No Obj: 0.132937, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392786, Class: 0.485651, Obj: 0.041203, No Obj: 0.057265, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.185108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752870, Class: 0.476691, Obj: 0.127728, No Obj: 0.134598, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.391923, Class: 0.472824, Obj: 0.028537, No Obj: 0.057124, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.217187, Class: 0.313590, Obj: 0.138967, No Obj: 0.184919, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.636258, Class: 0.713086, Obj: 0.083438, No Obj: 0.132935, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.408686, Class: 0.460208, Obj: 0.049305, No Obj: 0.056924, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.185162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546083, Class: 0.587604, Obj: 0.132498, No Obj: 0.133399, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.335565, Class: 0.450112, Obj: 0.068211, No Obj: 0.056748, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.237812, Class: 0.342030, Obj: 0.083755, No Obj: 0.183662, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.133550, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328731, Class: 0.471458, Obj: 0.059216, No Obj: 0.056798, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.182792, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.218713, Class: 0.680619, Obj: 0.123446, No Obj: 0.133556, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057071, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 151: 33.618336, 69.837898 avg loss, 0.000001 rate, 3.909674 seconds, 9664 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.380981, Class: 0.403707, Obj: 0.230659, No Obj: 0.181569, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.507050, Class: 0.604246, Obj: 0.110350, No Obj: 0.128833, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386299, Class: 0.433870, Obj: 0.038758, No Obj: 0.055199, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.178055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411940, Class: 0.602671, Obj: 0.116506, No Obj: 0.129727, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.443422, Class: 0.445495, Obj: 0.069865, No Obj: 0.055487, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.483308, Class: 0.358977, Obj: 0.195565, No Obj: 0.181575, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.457189, Class: 0.599133, Obj: 0.152281, No Obj: 0.128701, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.415337, Class: 0.484680, Obj: 0.074829, No Obj: 0.054761, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.185167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466024, Class: 0.790947, Obj: 0.119442, No Obj: 0.130307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361337, Class: 0.449898, Obj: 0.057008, No Obj: 0.055059, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.177069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.128738, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454501, Class: 0.435507, Obj: 0.047800, No Obj: 0.054975, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.174562, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.129357, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.389746, Class: 0.666355, Obj: 0.032253, No Obj: 0.054967, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.177977, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.315802, Class: 0.708046, Obj: 0.181594, No Obj: 0.129513, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343493, Class: 0.517703, Obj: 0.052141, No Obj: 0.054681, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.179755, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479104, Class: 0.505089, Obj: 0.106844, No Obj: 0.130064, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.604932, Class: 0.436714, Obj: 0.039939, No Obj: 0.055238, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 152: 31.455507, 65.999657 avg loss, 0.000001 rate, 3.938307 seconds, 9728 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.481983, Class: 0.483547, Obj: 0.163244, No Obj: 0.169925, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.125123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351246, Class: 0.435780, Obj: 0.028120, No Obj: 0.052994, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.166706, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.125317, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316334, Class: 0.443038, Obj: 0.060768, No Obj: 0.053135, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.172272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.441496, Class: 0.657755, Obj: 0.183759, No Obj: 0.124669, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375337, Class: 0.413884, Obj: 0.030567, No Obj: 0.053212, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.172403, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.125356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.181191, Class: 0.474106, Obj: 0.046668, No Obj: 0.053263, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.176392, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604620, Class: 0.583630, Obj: 0.137387, No Obj: 0.125042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.345980, Class: 0.261199, Obj: 0.044313, No Obj: 0.052883, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.611214, Class: 0.456052, Obj: 0.283448, No Obj: 0.174015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.124551, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451724, Class: 0.486174, Obj: 0.064498, No Obj: 0.053130, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.173521, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.371305, Class: 0.655995, Obj: 0.115007, No Obj: 0.125231, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.357830, Class: 0.558211, Obj: 0.046894, No Obj: 0.052757, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.172775, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.124611, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432457, Class: 0.551874, Obj: 0.046104, No Obj: 0.052692, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 153: 29.389275, 62.338619 avg loss, 0.000001 rate, 3.923773 seconds, 9792 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.166863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386992, Class: 0.608597, Obj: 0.148437, No Obj: 0.121105, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.342646, Class: 0.508935, Obj: 0.067131, No Obj: 0.051655, .5R: 0.250000, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.169097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259775, Class: 0.801691, Obj: 0.070267, No Obj: 0.120579, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.315119, Class: 0.524936, Obj: 0.043997, No Obj: 0.050917, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.164373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.346678, Class: 0.699768, Obj: 0.095515, No Obj: 0.120385, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.264614, Class: 0.366668, Obj: 0.087451, No Obj: 0.051424, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.171289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490100, Class: 0.483333, Obj: 0.126579, No Obj: 0.121722, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.304481, Class: 0.482255, Obj: 0.047659, No Obj: 0.051260, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.544533, Class: 0.357355, Obj: 0.142882, No Obj: 0.167089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.122213, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.285277, Class: 0.513973, Obj: 0.035302, No Obj: 0.051356, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.195360, Class: 0.475847, Obj: 0.194335, No Obj: 0.166946, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.626055, Class: 0.587122, Obj: 0.088316, No Obj: 0.121076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.472337, Class: 0.464590, Obj: 0.047796, No Obj: 0.051419, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.168546, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579887, Class: 0.703444, Obj: 0.109083, No Obj: 0.122307, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.536005, Class: 0.547011, Obj: 0.043316, No Obj: 0.051079, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.166175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555135, Class: 0.515739, Obj: 0.055779, No Obj: 0.121311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.310731, Class: 0.494377, Obj: 0.038599, No Obj: 0.051716, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 154: 28.734133, 58.978172 avg loss, 0.000001 rate, 3.930468 seconds, 9856 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.161064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.116884, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461492, Class: 0.421945, Obj: 0.034422, No Obj: 0.049506, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.164275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.117316, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381553, Class: 0.512044, Obj: 0.035792, No Obj: 0.049487, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.517915, Class: 0.262713, Obj: 0.165814, No Obj: 0.164423, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.118304, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510488, Class: 0.528933, Obj: 0.039674, No Obj: 0.049662, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.160158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622220, Class: 0.413864, Obj: 0.115491, No Obj: 0.116642, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.402936, Class: 0.466577, Obj: 0.024638, No Obj: 0.049208, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.159937, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.117553, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.162864, Class: 0.421124, Obj: 0.052031, No Obj: 0.049307, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.160885, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.117735, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517119, Class: 0.387146, Obj: 0.069627, No Obj: 0.049454, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.164097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507436, Class: 0.583157, Obj: 0.074506, No Obj: 0.117614, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.395160, Class: 0.510439, Obj: 0.032855, No Obj: 0.048975, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.160752, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717153, Class: 0.674802, Obj: 0.163793, No Obj: 0.117084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411579, Class: 0.506292, Obj: 0.044257, No Obj: 0.049176, .5R: 0.444444, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 155: 26.246679, 55.705025 avg loss, 0.000001 rate, 3.919527 seconds, 9920 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.157474, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.113108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416280, Class: 0.439207, Obj: 0.036219, No Obj: 0.048011, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.158261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473253, Class: 0.530285, Obj: 0.053725, No Obj: 0.114550, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.275358, Class: 0.456779, Obj: 0.043841, No Obj: 0.048826, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.161138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566043, Class: 0.501914, Obj: 0.096875, No Obj: 0.114321, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.390314, Class: 0.537158, Obj: 0.040846, No Obj: 0.047592, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.158329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550194, Class: 0.652662, Obj: 0.151171, No Obj: 0.113561, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.236998, Class: 0.529729, Obj: 0.031876, No Obj: 0.047615, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.160513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339990, Class: 0.660323, Obj: 0.120508, No Obj: 0.114145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.283803, Class: 0.596462, Obj: 0.030589, No Obj: 0.047622, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.151553, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.263772, Class: 0.445263, Obj: 0.095205, No Obj: 0.113523, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.399491, Class: 0.438586, Obj: 0.042466, No Obj: 0.047678, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.163103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.360454, Class: 0.741505, Obj: 0.122249, No Obj: 0.114881, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381329, Class: 0.563563, Obj: 0.059731, No Obj: 0.047602, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.526899, Class: 0.524192, Obj: 0.152253, No Obj: 0.159063, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.630858, Class: 0.737244, Obj: 0.116431, No Obj: 0.113665, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.558127, Class: 0.494687, Obj: 0.053518, No Obj: 0.047800, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 156: 24.971085, 52.631630 avg loss, 0.000001 rate, 3.920463 seconds, 9984 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.495592, Class: 0.370848, Obj: 0.055823, No Obj: 0.147814, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.456399, Class: 0.542858, Obj: 0.129976, No Obj: 0.109748, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.274028, Class: 0.508584, Obj: 0.019320, No Obj: 0.046140, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.154416, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506126, Class: 0.659486, Obj: 0.062610, No Obj: 0.109316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328406, Class: 0.527854, Obj: 0.041884, No Obj: 0.045802, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.154923, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549280, Class: 0.770387, Obj: 0.142189, No Obj: 0.109862, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409432, Class: 0.495575, Obj: 0.056508, No Obj: 0.046733, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.386715, Class: 0.474929, Obj: 0.223770, No Obj: 0.156038, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.520378, Class: 0.575529, Obj: 0.149188, No Obj: 0.110035, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.336959, Class: 0.566176, Obj: 0.012425, No Obj: 0.046234, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.150712, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473122, Class: 0.758007, Obj: 0.151882, No Obj: 0.110040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.240666, Class: 0.537690, Obj: 0.027823, No Obj: 0.045947, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.151415, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.109847, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406930, Class: 0.487675, Obj: 0.053340, No Obj: 0.045772, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.153243, Class: 0.378000, Obj: 0.153535, No Obj: 0.151910, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.481259, Class: 0.642309, Obj: 0.106800, No Obj: 0.110866, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.261950, Class: 0.448503, Obj: 0.034025, No Obj: 0.046641, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.150658, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.110523, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551028, Class: 0.433589, Obj: 0.053474, No Obj: 0.046285, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 157: 23.376160, 49.706081 avg loss, 0.000001 rate, 3.924067 seconds, 10048 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.144743, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649950, Class: 0.377762, Obj: 0.117194, No Obj: 0.105696, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.431823, Class: 0.482093, Obj: 0.055875, No Obj: 0.044369, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.144763, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599909, Class: 0.574598, Obj: 0.091541, No Obj: 0.105906, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.308940, Class: 0.474247, Obj: 0.035035, No Obj: 0.044274, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.262523, Class: 0.486559, Obj: 0.126628, No Obj: 0.149004, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.106726, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495938, Class: 0.504139, Obj: 0.050910, No Obj: 0.044465, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.157084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718914, Class: 0.593554, Obj: 0.120394, No Obj: 0.107373, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.302957, Class: 0.501518, Obj: 0.053588, No Obj: 0.044732, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.149443, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.106442, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312830, Class: 0.546424, Obj: 0.048473, No Obj: 0.044357, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.149007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487965, Class: 0.709737, Obj: 0.130565, No Obj: 0.106563, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347655, Class: 0.455162, Obj: 0.028277, No Obj: 0.044716, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.150346, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.107016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461282, Class: 0.456728, Obj: 0.064395, No Obj: 0.044890, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.150388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640391, Class: 0.631115, Obj: 0.084434, No Obj: 0.106765, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.220452, Class: 0.473904, Obj: 0.034318, No Obj: 0.044764, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 158: 22.497625, 46.985237 avg loss, 0.000001 rate, 3.923416 seconds, 10112 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.394157, Class: 0.286575, Obj: 0.191705, No Obj: 0.138764, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.554892, Class: 0.559446, Obj: 0.114623, No Obj: 0.102594, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.407199, Class: 0.380154, Obj: 0.034736, No Obj: 0.043044, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.139158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.103055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494613, Class: 0.455016, Obj: 0.022019, No Obj: 0.043000, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.145883, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501042, Class: 0.692267, Obj: 0.151972, No Obj: 0.103648, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381635, Class: 0.524575, Obj: 0.036252, No Obj: 0.043352, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.140075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.102072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441485, Class: 0.485439, Obj: 0.020442, No Obj: 0.042779, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.141837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.263234, Class: 0.512387, Obj: 0.101157, No Obj: 0.103582, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.324979, Class: 0.492149, Obj: 0.045100, No Obj: 0.042933, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.139606, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797876, Class: 0.563170, Obj: 0.078892, No Obj: 0.104189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.531665, Class: 0.471006, Obj: 0.030649, No Obj: 0.043246, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.146725, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.103190, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.426766, Class: 0.547040, Obj: 0.043986, No Obj: 0.042649, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.147069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.103227, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462353, Class: 0.497446, Obj: 0.034850, No Obj: 0.042755, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 159: 20.303719, 44.317085 avg loss, 0.000001 rate, 3.920284 seconds, 10176 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.140890, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.101108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366690, Class: 0.424666, Obj: 0.050556, No Obj: 0.041918, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.137636, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.098892, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516608, Class: 0.338938, Obj: 0.037453, No Obj: 0.041889, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.141487, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099418, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.222799, Class: 0.446097, Obj: 0.029872, No Obj: 0.041296, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.141216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648402, Class: 0.304600, Obj: 0.094487, No Obj: 0.100462, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.382300, Class: 0.606918, Obj: 0.050089, No Obj: 0.041356, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.134897, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811689, Class: 0.475461, Obj: 0.164746, No Obj: 0.100481, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.379388, Class: 0.604630, Obj: 0.026594, No Obj: 0.041459, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.132566, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099320, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.385457, Class: 0.406389, Obj: 0.030441, No Obj: 0.041718, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.134671, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.230100, Class: 0.447626, Obj: 0.053695, No Obj: 0.041474, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.137256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423862, Class: 0.657170, Obj: 0.221456, No Obj: 0.099508, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409581, Class: 0.377984, Obj: 0.044072, No Obj: 0.041566, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 160: 18.957302, 41.781109 avg loss, 0.000001 rate, 3.923281 seconds, 10240 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.136139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658693, Class: 0.475638, Obj: 0.155973, No Obj: 0.096676, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458294, Class: 0.464794, Obj: 0.040643, No Obj: 0.040477, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.130757, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778264, Class: 0.559420, Obj: 0.051966, No Obj: 0.095759, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.349762, Class: 0.437000, Obj: 0.045010, No Obj: 0.040005, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.132566, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612736, Class: 0.564175, Obj: 0.095666, No Obj: 0.096348, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413679, Class: 0.567695, Obj: 0.030219, No Obj: 0.040162, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.131817, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482078, Class: 0.395971, Obj: 0.088542, No Obj: 0.096930, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.295565, Class: 0.546424, Obj: 0.045662, No Obj: 0.040152, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.135263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.097112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351619, Class: 0.446308, Obj: 0.051864, No Obj: 0.040011, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.131910, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.096709, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.308112, Class: 0.479368, Obj: 0.048429, No Obj: 0.040377, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.315434, Class: 0.303188, Obj: 0.143119, No Obj: 0.131649, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.324099, Class: 0.592492, Obj: 0.064363, No Obj: 0.096211, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.478547, Class: 0.519659, Obj: 0.018324, No Obj: 0.040240, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.130703, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.095516, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511911, Class: 0.604357, Obj: 0.033258, No Obj: 0.040286, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 161: 18.353840, 39.438381 avg loss, 0.000001 rate, 3.924416 seconds, 10304 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.125880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.094070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315226, Class: 0.553592, Obj: 0.030549, No Obj: 0.039071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.130516, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745982, Class: 0.539257, Obj: 0.060845, No Obj: 0.093520, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038611, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.129121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.422406, Class: 0.614847, Obj: 0.082758, No Obj: 0.092837, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.381617, Class: 0.513150, Obj: 0.035342, No Obj: 0.039043, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.127203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413800, Class: 0.658487, Obj: 0.108104, No Obj: 0.093727, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.326460, Class: 0.457122, Obj: 0.026320, No Obj: 0.038830, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.124564, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433852, Class: 0.522236, Obj: 0.091135, No Obj: 0.092209, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.268404, Class: 0.457994, Obj: 0.069288, No Obj: 0.038879, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.610421, Class: 0.291043, Obj: 0.081118, No Obj: 0.130510, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.267223, Class: 0.620117, Obj: 0.062726, No Obj: 0.093005, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038723, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.347741, Class: 0.442899, Obj: 0.114518, No Obj: 0.134716, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.445329, Class: 0.553821, Obj: 0.112870, No Obj: 0.093789, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.389871, Class: 0.702014, Obj: 0.041836, No Obj: 0.039102, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.129976, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.093650, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407794, Class: 0.439286, Obj: 0.045786, No Obj: 0.038786, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 162: 16.785095, 37.173054 avg loss, 0.000001 rate, 3.914117 seconds, 10368 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.335295, Class: 0.274662, Obj: 0.054625, No Obj: 0.126376, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784849, Class: 0.770264, Obj: 0.121951, No Obj: 0.089905, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.347671, Class: 0.437536, Obj: 0.016861, No Obj: 0.037625, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.124047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.090093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430995, Class: 0.545698, Obj: 0.028198, No Obj: 0.037597, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.123021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416528, Class: 0.682320, Obj: 0.086610, No Obj: 0.090017, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.348498, Class: 0.458045, Obj: 0.035079, No Obj: 0.037538, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.124209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825734, Class: 0.394607, Obj: 0.072371, No Obj: 0.090356, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.337258, Class: 0.430663, Obj: 0.032467, No Obj: 0.037490, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.738300, Class: 0.404381, Obj: 0.101010, No Obj: 0.124745, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.411080, Class: 0.650518, Obj: 0.114388, No Obj: 0.089109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347617, Class: 0.463032, Obj: 0.046485, No Obj: 0.037528, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.122199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.089516, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503028, Class: 0.467961, Obj: 0.028513, No Obj: 0.037578, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.127165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.404835, Class: 0.662686, Obj: 0.094924, No Obj: 0.090391, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513584, Class: 0.457443, Obj: 0.045704, No Obj: 0.037456, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.130016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391618, Class: 0.561188, Obj: 0.111156, No Obj: 0.090824, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.435669, Class: 0.287242, Obj: 0.054746, No Obj: 0.037721, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 163: 15.981518, 35.053902 avg loss, 0.000001 rate, 3.919589 seconds, 10432 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.118972, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.086796, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.248940, Class: 0.369309, Obj: 0.016438, No Obj: 0.036374, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.118298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.086853, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.489022, Class: 0.448536, Obj: 0.024772, No Obj: 0.036368, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.120026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554140, Class: 0.521220, Obj: 0.121578, No Obj: 0.086605, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.589163, Class: 0.495217, Obj: 0.015832, No Obj: 0.036167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.119693, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460914, Class: 0.617189, Obj: 0.117025, No Obj: 0.086998, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.323171, Class: 0.400316, Obj: 0.035481, No Obj: 0.036267, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.113860, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361254, Class: 0.568317, Obj: 0.046781, No Obj: 0.087122, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.357105, Class: 0.470168, Obj: 0.034495, No Obj: 0.036457, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.635558, Class: 0.417765, Obj: 0.126018, No Obj: 0.118117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.612342, Class: 0.436287, Obj: 0.140336, No Obj: 0.087304, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.295091, Class: 0.559044, Obj: 0.044844, No Obj: 0.036472, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.120785, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.087328, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440356, Class: 0.426039, Obj: 0.026762, No Obj: 0.036417, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.120214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.363743, Class: 0.561088, Obj: 0.101133, No Obj: 0.087278, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.289343, Class: 0.377387, Obj: 0.036603, No Obj: 0.036465, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 164: 15.259086, 33.074421 avg loss, 0.000001 rate, 3.921673 seconds, 10496 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.662218, Class: 0.508073, Obj: 0.093130, No Obj: 0.112520, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.669532, Class: 0.526580, Obj: 0.075426, No Obj: 0.084223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365999, Class: 0.504379, Obj: 0.025453, No Obj: 0.035282, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.121649, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084886, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.102786, Class: 0.539309, Obj: 0.016469, No Obj: 0.035903, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.118195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448561, Class: 0.681117, Obj: 0.066336, No Obj: 0.084803, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.507364, Class: 0.578487, Obj: 0.046802, No Obj: 0.035114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.112038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.363355, Class: 0.732681, Obj: 0.059990, No Obj: 0.084212, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.384392, Class: 0.602784, Obj: 0.028606, No Obj: 0.035218, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.117088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084811, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427552, Class: 0.454658, Obj: 0.041878, No Obj: 0.035269, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.116400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084460, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.309265, Class: 0.474580, Obj: 0.022150, No Obj: 0.035067, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.113524, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084549, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441431, Class: 0.546152, Obj: 0.033528, No Obj: 0.035225, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.117550, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457395, Class: 0.499329, Obj: 0.105258, No Obj: 0.084213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444354, Class: 0.497253, Obj: 0.034244, No Obj: 0.035416, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 165: 14.079550, 31.174934 avg loss, 0.000001 rate, 3.925057 seconds, 10560 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.286321, Class: 0.446249, Obj: 0.139603, No Obj: 0.114994, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.548525, Class: 0.659015, Obj: 0.036551, No Obj: 0.081873, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456867, Class: 0.374178, Obj: 0.049181, No Obj: 0.033991, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.113433, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.082131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435757, Class: 0.534897, Obj: 0.036284, No Obj: 0.034298, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.182282, Class: 0.349365, Obj: 0.156483, No Obj: 0.112333, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.082137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.227606, Class: 0.490193, Obj: 0.025669, No Obj: 0.034092, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.114104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508033, Class: 0.657590, Obj: 0.123449, No Obj: 0.082468, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.421124, Class: 0.409848, Obj: 0.056287, No Obj: 0.034559, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.118254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.083480, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.161492, Class: 0.518377, Obj: 0.024433, No Obj: 0.034201, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.114696, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.082131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.238531, Class: 0.458664, Obj: 0.030467, No Obj: 0.034156, .5R: 0.000000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.110874, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472092, Class: 0.375485, Obj: 0.098728, No Obj: 0.081561, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384307, Class: 0.641026, Obj: 0.015100, No Obj: 0.034041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.361919, Class: 0.292766, Obj: 0.133546, No Obj: 0.111350, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.212851, Class: 0.641245, Obj: 0.042829, No Obj: 0.081131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033882, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 166: 14.069885, 29.464430 avg loss, 0.000001 rate, 3.925760 seconds, 10624 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.106796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.078798, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416578, Class: 0.419413, Obj: 0.032415, No Obj: 0.033011, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.106264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.078522, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.346057, Class: 0.674946, Obj: 0.035663, No Obj: 0.033171, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.108380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384347, Class: 0.606833, Obj: 0.100201, No Obj: 0.079068, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.583552, Class: 0.514639, Obj: 0.029575, No Obj: 0.032955, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.494990, Class: 0.207690, Obj: 0.239646, No Obj: 0.108812, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.330836, Class: 0.566017, Obj: 0.079983, No Obj: 0.079183, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.324701, Class: 0.502097, Obj: 0.014040, No Obj: 0.032948, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.193357, Class: 0.330393, Obj: 0.146958, No Obj: 0.106966, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.190379, Class: 0.271925, Obj: 0.066405, No Obj: 0.079051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033302, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.681208, Class: 0.413599, Obj: 0.175785, No Obj: 0.108427, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.447796, Class: 0.553518, Obj: 0.087604, No Obj: 0.079150, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533152, Class: 0.593478, Obj: 0.023901, No Obj: 0.033126, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.110069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.079187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692558, Class: 0.408187, Obj: 0.017436, No Obj: 0.033008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.109706, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502234, Class: 0.688695, Obj: 0.066395, No Obj: 0.078933, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.457121, Class: 0.498336, Obj: 0.024144, No Obj: 0.033173, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 167: 12.507018, 27.768688 avg loss, 0.000001 rate, 3.922724 seconds, 10688 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.104575, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.076409, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328319, Class: 0.424089, Obj: 0.028991, No Obj: 0.032226, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.109532, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.279910, Class: 0.657614, Obj: 0.043297, No Obj: 0.076883, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.309266, Class: 0.531563, Obj: 0.078780, No Obj: 0.031985, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.177279, Class: 0.495012, Obj: 0.093922, No Obj: 0.103850, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.456619, Class: 0.400293, Obj: 0.072162, No Obj: 0.076237, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382207, Class: 0.497666, Obj: 0.031025, No Obj: 0.031871, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.101216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.075947, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.284542, Class: 0.489805, Obj: 0.036227, No Obj: 0.031966, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.332992, Class: 0.338177, Obj: 0.074161, No Obj: 0.106758, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.076289, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.318403, Class: 0.599893, Obj: 0.018974, No Obj: 0.032306, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.434581, Class: 0.334673, Obj: 0.137092, No Obj: 0.103369, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.350585, Class: 0.578546, Obj: 0.109517, No Obj: 0.076357, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.234367, Class: 0.410958, Obj: 0.075941, No Obj: 0.031909, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.106996, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.076779, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.314972, Class: 0.398619, Obj: 0.015456, No Obj: 0.032043, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.104932, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.075960, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362471, Class: 0.392569, Obj: 0.035897, No Obj: 0.031964, .5R: 0.166667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 168: 12.447749, 26.236595 avg loss, 0.000001 rate, 3.926364 seconds, 10752 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.098842, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519333, Class: 0.611878, Obj: 0.025675, No Obj: 0.074009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.253479, Class: 0.540422, Obj: 0.045535, No Obj: 0.030977, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.100914, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.313611, Class: 0.395686, Obj: 0.050080, No Obj: 0.074495, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.300697, Class: 0.448002, Obj: 0.020469, No Obj: 0.031196, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.278817, Class: 0.530322, Obj: 0.160584, No Obj: 0.103616, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.555990, Class: 0.444979, Obj: 0.176561, No Obj: 0.074419, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250610, Class: 0.465071, Obj: 0.017352, No Obj: 0.031101, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.342689, Class: 0.494345, Obj: 0.114506, No Obj: 0.104276, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.655852, Class: 0.554218, Obj: 0.076160, No Obj: 0.074160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450850, Class: 0.425362, Obj: 0.035322, No Obj: 0.031113, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.102933, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.073495, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.264279, Class: 0.502426, Obj: 0.034269, No Obj: 0.030912, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.101890, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828762, Class: 0.701352, Obj: 0.132535, No Obj: 0.073900, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.103625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.074513, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.452148, Class: 0.468023, Obj: 0.022815, No Obj: 0.030951, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.101657, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.074632, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.277794, Class: 0.451147, Obj: 0.024116, No Obj: 0.030987, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 169: 11.498152, 24.762751 avg loss, 0.000001 rate, 3.926403 seconds, 10816 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.101656, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.229045, Class: 0.650511, Obj: 0.049440, No Obj: 0.071796, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.242096, Class: 0.460725, Obj: 0.022113, No Obj: 0.029990, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471973, Class: 0.631575, Obj: 0.059576, No Obj: 0.072315, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.542134, Class: 0.417832, Obj: 0.033881, No Obj: 0.030005, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.101024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435084, Class: 0.669393, Obj: 0.078046, No Obj: 0.072206, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.328520, Class: 0.467437, Obj: 0.021356, No Obj: 0.030065, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.094659, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342818, Class: 0.657729, Obj: 0.073248, No Obj: 0.071133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389836, Class: 0.443609, Obj: 0.031542, No Obj: 0.030135, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.072080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.348076, Class: 0.450305, Obj: 0.034751, No Obj: 0.030179, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.531629, Class: 0.337710, Obj: 0.127482, No Obj: 0.100861, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.073126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396557, Class: 0.491261, Obj: 0.032942, No Obj: 0.030018, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.382577, Class: 0.340220, Obj: 0.096929, No Obj: 0.096687, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.357414, Class: 0.437238, Obj: 0.100277, No Obj: 0.071862, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.540716, Class: 0.415736, Obj: 0.028293, No Obj: 0.030357, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.071892, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481222, Class: 0.530874, Obj: 0.037963, No Obj: 0.030204, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 170: 11.170547, 23.403530 avg loss, 0.000001 rate, 3.923568 seconds, 10880 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.094221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.321651, Class: 0.273389, Obj: 0.053329, No Obj: 0.068924, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.351506, Class: 0.648641, Obj: 0.029397, No Obj: 0.029305, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.099318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.204593, Class: 0.679197, Obj: 0.061427, No Obj: 0.069810, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.313291, Class: 0.544255, Obj: 0.007458, No Obj: 0.029295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.094572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593739, Class: 0.588993, Obj: 0.063544, No Obj: 0.069205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439210, Class: 0.501286, Obj: 0.020891, No Obj: 0.029269, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.351442, Class: 0.362774, Obj: 0.049245, No Obj: 0.097475, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.069348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398915, Class: 0.512741, Obj: 0.034254, No Obj: 0.029079, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.366089, Class: 0.200561, Obj: 0.040877, No Obj: 0.098816, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.506519, Class: 0.592072, Obj: 0.052650, No Obj: 0.070483, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.783443, Class: 0.506834, Obj: 0.012357, No Obj: 0.029099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.092571, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.069891, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463420, Class: 0.496470, Obj: 0.037100, No Obj: 0.029145, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.094672, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654665, Class: 0.348528, Obj: 0.059010, No Obj: 0.069520, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.092696, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412540, Class: 0.462408, Obj: 0.079942, No Obj: 0.068666, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.215233, Class: 0.519770, Obj: 0.070024, No Obj: 0.029215, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 171: 9.963514, 22.059528 avg loss, 0.000001 rate, 3.921380 seconds, 10944 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.094807, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.247607, Class: 0.611970, Obj: 0.061570, No Obj: 0.067774, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.430312, Class: 0.424908, Obj: 0.011220, No Obj: 0.028321, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.088953, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468207, Class: 0.539039, Obj: 0.094194, No Obj: 0.067118, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.379985, Class: 0.512285, Obj: 0.025864, No Obj: 0.028236, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.096249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698481, Class: 0.697028, Obj: 0.066416, No Obj: 0.067577, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.321613, Class: 0.404736, Obj: 0.023383, No Obj: 0.028293, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.098724, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.068016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394287, Class: 0.501989, Obj: 0.032165, No Obj: 0.028214, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.095102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488661, Class: 0.459354, Obj: 0.075187, No Obj: 0.068014, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.255412, Class: 0.490101, Obj: 0.016358, No Obj: 0.028728, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.331017, Class: 0.443142, Obj: 0.185005, No Obj: 0.090295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.493396, Class: 0.579571, Obj: 0.039297, No Obj: 0.067667, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.369835, Class: 0.338402, Obj: 0.026493, No Obj: 0.028078, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.089161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663772, Class: 0.645963, Obj: 0.089774, No Obj: 0.067436, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.547411, Class: 0.546738, Obj: 0.024669, No Obj: 0.028535, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.091457, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788687, Class: 0.413833, Obj: 0.085647, No Obj: 0.067602, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.343127, Class: 0.534655, Obj: 0.019944, No Obj: 0.028553, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 172: 9.999676, 20.853542 avg loss, 0.000001 rate, 3.927276 seconds, 11008 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.087468, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598334, Class: 0.642109, Obj: 0.064961, No Obj: 0.065477, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.313213, Class: 0.536816, Obj: 0.015050, No Obj: 0.027432, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.090235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.065905, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.209327, Class: 0.550236, Obj: 0.032762, No Obj: 0.027694, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.089559, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444720, Class: 0.683465, Obj: 0.059879, No Obj: 0.065363, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.360859, Class: 0.520345, Obj: 0.019338, No Obj: 0.027412, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.321882, Class: 0.298766, Obj: 0.043423, No Obj: 0.089677, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.411400, Class: 0.771528, Obj: 0.060194, No Obj: 0.065437, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.290950, Class: 0.549111, Obj: 0.025733, No Obj: 0.027486, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.086150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554766, Class: 0.729859, Obj: 0.014206, No Obj: 0.065682, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.232308, Class: 0.447947, Obj: 0.021932, No Obj: 0.027546, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.088735, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514736, Class: 0.518740, Obj: 0.062527, No Obj: 0.065394, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.459171, Class: 0.502862, Obj: 0.032833, No Obj: 0.027552, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.091259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528149, Class: 0.488353, Obj: 0.039934, No Obj: 0.065747, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621310, Class: 0.415693, Obj: 0.020527, No Obj: 0.027519, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.086200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364331, Class: 0.606210, Obj: 0.059052, No Obj: 0.064411, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.302769, Class: 0.453212, Obj: 0.022265, No Obj: 0.027312, .5R: 0.000000, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 173: 9.327840, 19.700972 avg loss, 0.000001 rate, 3.923815 seconds, 11072 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.063237, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.333885, Class: 0.523072, Obj: 0.038088, No Obj: 0.026732, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.085993, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435817, Class: 0.538636, Obj: 0.073408, No Obj: 0.063357, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642418, Class: 0.487931, Obj: 0.023426, No Obj: 0.026939, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.320305, Class: 0.348053, Obj: 0.099795, No Obj: 0.088106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.397998, Class: 0.679423, Obj: 0.066004, No Obj: 0.064123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384971, Class: 0.413877, Obj: 0.037343, No Obj: 0.026952, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084723, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514940, Class: 0.657665, Obj: 0.089049, No Obj: 0.063065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338762, Class: 0.346446, Obj: 0.015092, No Obj: 0.026698, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.379631, Class: 0.269070, Obj: 0.097658, No Obj: 0.089243, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.063275, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.321617, Class: 0.510361, Obj: 0.050117, No Obj: 0.026712, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.086275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.063162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471428, Class: 0.393137, Obj: 0.033901, No Obj: 0.026870, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.422353, Class: 0.381742, Obj: 0.084004, No Obj: 0.084831, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.063442, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354016, Class: 0.468387, Obj: 0.032013, No Obj: 0.026656, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.089090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544678, Class: 0.817221, Obj: 0.033320, No Obj: 0.063702, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.307185, Class: 0.429988, Obj: 0.036280, No Obj: 0.026619, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 174: 8.915393, 18.622414 avg loss, 0.000001 rate, 3.924275 seconds, 11136 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.085251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.276095, Class: 0.578434, Obj: 0.092405, No Obj: 0.061530, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589739, Class: 0.452672, Obj: 0.024663, No Obj: 0.025853, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.087385, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.263168, Class: 0.680646, Obj: 0.038677, No Obj: 0.062044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475531, Class: 0.439175, Obj: 0.025024, No Obj: 0.026100, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.084261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508606, Class: 0.707873, Obj: 0.072390, No Obj: 0.060991, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446029, Class: 0.422773, Obj: 0.021262, No Obj: 0.025818, .5R: 0.375000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.081725, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631274, Class: 0.590800, Obj: 0.065016, No Obj: 0.061586, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.456036, Class: 0.494451, Obj: 0.032324, No Obj: 0.025969, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.584756, Class: 0.237566, Obj: 0.131619, No Obj: 0.081615, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.297181, Class: 0.828935, Obj: 0.031528, No Obj: 0.061018, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.324252, Class: 0.507952, Obj: 0.039500, No Obj: 0.025845, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.085793, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461014, Class: 0.478357, Obj: 0.075826, No Obj: 0.061490, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.265739, Class: 0.539253, Obj: 0.022824, No Obj: 0.025919, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.083205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392297, Class: 0.851785, Obj: 0.040727, No Obj: 0.060807, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.464922, Class: 0.489366, Obj: 0.024083, No Obj: 0.025825, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.081445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429534, Class: 0.697561, Obj: 0.038076, No Obj: 0.061469, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.393839, Class: 0.471842, Obj: 0.018899, No Obj: 0.026217, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 175: 8.647146, 17.624887 avg loss, 0.000001 rate, 3.928630 seconds, 11200 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.207905, Class: 0.280928, Obj: 0.149404, No Obj: 0.079743, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.309650, Class: 0.671699, Obj: 0.070992, No Obj: 0.059134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439673, Class: 0.478146, Obj: 0.019805, No Obj: 0.025219, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.081274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059472, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.402022, Class: 0.494585, Obj: 0.012625, No Obj: 0.025141, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.081248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514445, Class: 0.566748, Obj: 0.070032, No Obj: 0.059361, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.285295, Class: 0.457887, Obj: 0.020724, No Obj: 0.024943, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.169849, Class: 0.419108, Obj: 0.109039, No Obj: 0.085344, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059993, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.167417, Class: 0.543456, Obj: 0.014420, No Obj: 0.025253, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.083141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423169, Class: 0.662231, Obj: 0.055577, No Obj: 0.059450, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.360962, Class: 0.405378, Obj: 0.057890, No Obj: 0.025278, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.077676, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386028, Class: 0.682530, Obj: 0.033028, No Obj: 0.058952, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.479564, Class: 0.334638, Obj: 0.025234, No Obj: 0.025057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.654160, Class: 0.494180, Obj: 0.127034, No Obj: 0.077123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.550818, Class: 0.838829, Obj: 0.077026, No Obj: 0.059520, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582040, Class: 0.481731, Obj: 0.023291, No Obj: 0.025270, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.081471, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.177596, Class: 0.325819, Obj: 0.015289, No Obj: 0.025071, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 176: 7.910466, 16.653446 avg loss, 0.000001 rate, 3.921285 seconds, 11264 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.081396, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452526, Class: 0.681168, Obj: 0.071051, No Obj: 0.057658, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.289822, Class: 0.466989, Obj: 0.032610, No Obj: 0.024642, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.080857, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512958, Class: 0.605047, Obj: 0.017482, No Obj: 0.058036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467240, Class: 0.494760, Obj: 0.028455, No Obj: 0.024481, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.279090, Class: 0.362701, Obj: 0.045136, No Obj: 0.077411, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380220, Class: 0.508785, Obj: 0.021210, No Obj: 0.024267, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.075579, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057485, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477469, Class: 0.480773, Obj: 0.037289, No Obj: 0.024319, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.078044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526672, Class: 0.597906, Obj: 0.031356, No Obj: 0.057152, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.385450, Class: 0.490537, Obj: 0.024468, No Obj: 0.024372, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.079629, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.058076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.452280, Class: 0.407022, Obj: 0.020462, No Obj: 0.024439, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.186163, Class: 0.521512, Obj: 0.094130, No Obj: 0.081057, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.196009, Class: 0.556168, Obj: 0.055655, No Obj: 0.057990, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.186995, Class: 0.540639, Obj: 0.011403, No Obj: 0.024399, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.078487, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475551, Class: 0.432937, Obj: 0.030343, No Obj: 0.024370, .5R: 0.428571, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 177: 7.758297, 15.763931 avg loss, 0.000001 rate, 3.912737 seconds, 11328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.077677, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.299069, Class: 0.443549, Obj: 0.061324, No Obj: 0.055873, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.357374, Class: 0.393755, Obj: 0.015574, No Obj: 0.023799, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.073231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326280, Class: 0.632941, Obj: 0.029303, No Obj: 0.055688, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.273032, Class: 0.542454, Obj: 0.016763, No Obj: 0.023694, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.076443, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329128, Class: 0.751667, Obj: 0.080568, No Obj: 0.055877, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677382, Class: 0.534782, Obj: 0.013782, No Obj: 0.023565, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.279457, Class: 0.407056, Obj: 0.078886, No Obj: 0.080735, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.437295, Class: 0.722521, Obj: 0.080006, No Obj: 0.056008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552630, Class: 0.493725, Obj: 0.025241, No Obj: 0.023767, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.508487, Class: 0.229032, Obj: 0.129379, No Obj: 0.077312, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.055830, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423181, Class: 0.517942, Obj: 0.013255, No Obj: 0.023745, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.077298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464822, Class: 0.632137, Obj: 0.042648, No Obj: 0.055883, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.524113, Class: 0.367232, Obj: 0.019296, No Obj: 0.023666, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.281439, Class: 0.456352, Obj: 0.138300, No Obj: 0.075337, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.545210, Class: 0.485018, Obj: 0.043054, No Obj: 0.055720, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439664, Class: 0.475455, Obj: 0.032696, No Obj: 0.023836, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.197944, Class: 0.386703, Obj: 0.028839, No Obj: 0.081765, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.349499, Class: 0.631651, Obj: 0.086885, No Obj: 0.057083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389248, Class: 0.505323, Obj: 0.025314, No Obj: 0.023883, .5R: 0.222222, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 178: 7.258552, 14.913393 avg loss, 0.000001 rate, 3.920298 seconds, 11392 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.072349, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488103, Class: 0.555298, Obj: 0.056378, No Obj: 0.054069, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.323185, Class: 0.436241, Obj: 0.011893, No Obj: 0.022913, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.236957, Class: 0.643260, Obj: 0.173456, No Obj: 0.072905, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.675154, Class: 0.488918, Obj: 0.032916, No Obj: 0.054190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.300953, Class: 0.546313, Obj: 0.006811, No Obj: 0.023124, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.582294, Class: 0.482550, Obj: 0.088411, No Obj: 0.073991, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.624421, Class: 0.509757, Obj: 0.045119, No Obj: 0.054501, .5R: 0.800000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.604133, Class: 0.410398, Obj: 0.026472, No Obj: 0.023087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.072938, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553999, Class: 0.646509, Obj: 0.033738, No Obj: 0.053813, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.419984, Class: 0.489662, Obj: 0.014481, No Obj: 0.023163, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.359035, Class: 0.457852, Obj: 0.085459, No Obj: 0.072444, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053847, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570136, Class: 0.425704, Obj: 0.017233, No Obj: 0.023107, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.073545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.054096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430698, Class: 0.343868, Obj: 0.017539, No Obj: 0.023005, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.290035, Class: 0.314694, Obj: 0.079421, No Obj: 0.071078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053935, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433909, Class: 0.495215, Obj: 0.020071, No Obj: 0.022817, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.071450, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.225430, Class: 0.638081, Obj: 0.044721, No Obj: 0.053912, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.322889, Class: 0.469572, Obj: 0.035015, No Obj: 0.022921, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 179: 6.729589, 14.095013 avg loss, 0.000001 rate, 3.936531 seconds, 11456 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.071651, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639789, Class: 0.649574, Obj: 0.068759, No Obj: 0.052777, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.519481, Class: 0.510480, Obj: 0.022304, No Obj: 0.022421, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.070682, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538075, Class: 0.455825, Obj: 0.054691, No Obj: 0.052207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.327866, Class: 0.445725, Obj: 0.016274, No Obj: 0.022259, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.073190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052810, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.295106, Class: 0.582168, Obj: 0.019086, No Obj: 0.022492, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.071662, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052779, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522371, Class: 0.526586, Obj: 0.018115, No Obj: 0.022497, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.069504, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052396, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.180407, Class: 0.575688, Obj: 0.008313, No Obj: 0.022538, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.069272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373172, Class: 0.481578, Obj: 0.023832, No Obj: 0.022339, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.071091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373121, Class: 0.567529, Obj: 0.047096, No Obj: 0.052666, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.466429, Class: 0.484286, Obj: 0.018502, No Obj: 0.022281, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.073440, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751823, Class: 0.779835, Obj: 0.031824, No Obj: 0.052969, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.283012, Class: 0.511724, Obj: 0.026815, No Obj: 0.022342, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 180: 6.380011, 13.323512 avg loss, 0.000001 rate, 3.925812 seconds, 11520 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.067898, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.293098, Class: 0.287348, Obj: 0.071997, No Obj: 0.051101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394970, Class: 0.480892, Obj: 0.021030, No Obj: 0.021597, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.068131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370107, Class: 0.447706, Obj: 0.056767, No Obj: 0.050650, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.377870, Class: 0.415366, Obj: 0.023675, No Obj: 0.021818, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.065369, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050706, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487600, Class: 0.587320, Obj: 0.016708, No Obj: 0.021788, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.068589, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494845, Class: 0.727472, Obj: 0.022314, No Obj: 0.050928, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540151, Class: 0.403694, Obj: 0.014382, No Obj: 0.021789, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.402379, Class: 0.378063, Obj: 0.063169, No Obj: 0.069856, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050800, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324949, Class: 0.431799, Obj: 0.024083, No Obj: 0.021647, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.067490, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615361, Class: 0.552306, Obj: 0.033814, No Obj: 0.050741, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.308106, Class: 0.536707, Obj: 0.015586, No Obj: 0.021896, .5R: 0.000000, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.069258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517726, Class: 0.748222, Obj: 0.046854, No Obj: 0.051080, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.514837, Class: 0.417583, Obj: 0.017720, No Obj: 0.021856, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.567783, Class: 0.549245, Obj: 0.093498, No Obj: 0.072325, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.501268, Class: 0.703726, Obj: 0.049063, No Obj: 0.051604, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404532, Class: 0.412791, Obj: 0.019568, No Obj: 0.021967, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 181: 6.394025, 12.630564 avg loss, 0.000001 rate, 3.921997 seconds, 11584 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.066991, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.049481, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.509933, Class: 0.386547, Obj: 0.025769, No Obj: 0.021170, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.067625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.432748, Class: 0.838191, Obj: 0.053194, No Obj: 0.049195, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.377399, Class: 0.370598, Obj: 0.016735, No Obj: 0.021285, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.262174, Class: 0.315861, Obj: 0.084703, No Obj: 0.069039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.698054, Class: 0.534045, Obj: 0.045967, No Obj: 0.049642, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486551, Class: 0.492273, Obj: 0.015581, No Obj: 0.021161, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.068461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312833, Class: 0.627979, Obj: 0.061002, No Obj: 0.049607, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.391082, Class: 0.498317, Obj: 0.021448, No Obj: 0.021452, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.067066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.289023, Class: 0.436413, Obj: 0.043298, No Obj: 0.049350, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.454371, Class: 0.497139, Obj: 0.015189, No Obj: 0.021062, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.065337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726672, Class: 0.713775, Obj: 0.022139, No Obj: 0.049181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.474278, Class: 0.612301, Obj: 0.013411, No Obj: 0.021097, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.064679, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.293080, Class: 0.641271, Obj: 0.031542, No Obj: 0.049238, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.459054, Class: 0.388325, Obj: 0.016367, No Obj: 0.021135, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.486447, Class: 0.601572, Obj: 0.042790, No Obj: 0.068244, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.049967, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.284346, Class: 0.431824, Obj: 0.012792, No Obj: 0.021314, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 182: 5.928185, 11.960326 avg loss, 0.000001 rate, 3.920103 seconds, 11648 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.065574, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384125, Class: 0.753563, Obj: 0.036837, No Obj: 0.047884, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.321374, Class: 0.366725, Obj: 0.028942, No Obj: 0.020544, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.063060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498059, Class: 0.571595, Obj: 0.045319, No Obj: 0.047734, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451659, Class: 0.419697, Obj: 0.019354, No Obj: 0.020544, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.320283, Class: 0.403989, Obj: 0.056378, No Obj: 0.062420, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.442230, Class: 0.638790, Obj: 0.053683, No Obj: 0.047615, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510618, Class: 0.507078, Obj: 0.021783, No Obj: 0.020479, .5R: 0.500000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.065994, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.047888, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587250, Class: 0.477914, Obj: 0.011032, No Obj: 0.020530, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.062981, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.047759, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.314249, Class: 0.485631, Obj: 0.011835, No Obj: 0.020754, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.067489, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417843, Class: 0.594205, Obj: 0.042127, No Obj: 0.048649, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.281868, Class: 0.638402, Obj: 0.005929, No Obj: 0.020670, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.281948, Class: 0.425721, Obj: 0.058812, No Obj: 0.067163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.048275, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.389827, Class: 0.539983, Obj: 0.018127, No Obj: 0.020577, .5R: 0.300000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.062270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381788, Class: 0.568820, Obj: 0.174277, No Obj: 0.047765, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.281396, Class: 0.367365, Obj: 0.022572, No Obj: 0.020718, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 183: 5.753918, 11.339685 avg loss, 0.000001 rate, 3.929208 seconds, 11712 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060910, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560943, Class: 0.573142, Obj: 0.035130, No Obj: 0.046652, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.334412, Class: 0.399973, Obj: 0.020460, No Obj: 0.019963, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.403642, Class: 0.413886, Obj: 0.096999, No Obj: 0.067377, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610806, Class: 0.697291, Obj: 0.023369, No Obj: 0.047602, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.387168, Class: 0.529199, Obj: 0.003187, No Obj: 0.020080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.062939, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424168, Class: 0.547229, Obj: 0.030822, No Obj: 0.046333, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472830, Class: 0.457923, Obj: 0.012347, No Obj: 0.019940, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.061199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688101, Class: 0.611247, Obj: 0.006941, No Obj: 0.046480, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.282136, Class: 0.481956, Obj: 0.013581, No Obj: 0.019957, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.525030, Class: 0.473067, Obj: 0.063196, No Obj: 0.063060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.576524, Class: 0.642093, Obj: 0.033059, No Obj: 0.047105, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426215, Class: 0.365325, Obj: 0.024138, No Obj: 0.020197, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.063252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046566, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551928, Class: 0.364882, Obj: 0.011147, No Obj: 0.019969, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060935, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.284000, Class: 0.440083, Obj: 0.020381, No Obj: 0.019961, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060636, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046785, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.283584, Class: 0.446062, Obj: 0.032061, No Obj: 0.019989, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 184: 5.074644, 10.713181 avg loss, 0.000001 rate, 3.928046 seconds, 11776 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.061360, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.045119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427168, Class: 0.514254, Obj: 0.015839, No Obj: 0.019400, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.058819, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326927, Class: 0.407656, Obj: 0.091639, No Obj: 0.045480, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.303308, Class: 0.530689, Obj: 0.013780, No Obj: 0.019559, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.061554, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644509, Class: 0.594179, Obj: 0.048105, No Obj: 0.045114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545864, Class: 0.591544, Obj: 0.014237, No Obj: 0.019381, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.058379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453680, Class: 0.707994, Obj: 0.026444, No Obj: 0.045119, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408691, Class: 0.494500, Obj: 0.035956, No Obj: 0.019334, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060528, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259819, Class: 0.752469, Obj: 0.068342, No Obj: 0.045356, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.361549, Class: 0.495462, Obj: 0.025946, No Obj: 0.019384, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.338598, Class: 0.261552, Obj: 0.193654, No Obj: 0.060508, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.045489, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473025, Class: 0.579334, Obj: 0.010933, No Obj: 0.019688, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545388, Class: 0.769225, Obj: 0.049692, No Obj: 0.044973, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.318731, Class: 0.380146, Obj: 0.015492, No Obj: 0.019462, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.062314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329107, Class: 0.538206, Obj: 0.030173, No Obj: 0.045443, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.365495, Class: 0.443727, Obj: 0.018612, No Obj: 0.019428, .5R: 0.375000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 185: 5.516222, 10.193485 avg loss, 0.000001 rate, 3.924912 seconds, 11840 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.044340, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365164, Class: 0.391533, Obj: 0.009764, No Obj: 0.019159, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.301695, Class: 0.272190, Obj: 0.119518, No Obj: 0.059159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.345610, Class: 0.549901, Obj: 0.045284, No Obj: 0.043886, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.440193, Class: 0.451576, Obj: 0.020693, No Obj: 0.019011, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.062666, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043799, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394399, Class: 0.461521, Obj: 0.014769, No Obj: 0.018899, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.114586, Class: 0.551396, Obj: 0.046470, No Obj: 0.060892, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.471853, Class: 0.346272, Obj: 0.046555, No Obj: 0.044788, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.423519, Class: 0.457457, Obj: 0.014068, No Obj: 0.019046, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.060431, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.044250, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466219, Class: 0.513294, Obj: 0.019234, No Obj: 0.018933, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.349628, Class: 0.590590, Obj: 0.032885, No Obj: 0.044150, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339972, Class: 0.442161, Obj: 0.011175, No Obj: 0.018914, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059923, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719215, Class: 0.548848, Obj: 0.050156, No Obj: 0.044363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475472, Class: 0.373929, Obj: 0.009527, No Obj: 0.018956, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386375, Class: 0.825824, Obj: 0.029542, No Obj: 0.043978, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.505390, Class: 0.574170, Obj: 0.012192, No Obj: 0.019024, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 186: 5.314878, 9.705625 avg loss, 0.000001 rate, 3.907145 seconds, 11904 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517074, Class: 0.571616, Obj: 0.032932, No Obj: 0.042673, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.268072, Class: 0.442393, Obj: 0.017801, No Obj: 0.018455, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.693162, Class: 0.415652, Obj: 0.075885, No Obj: 0.056647, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042303, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472302, Class: 0.384970, Obj: 0.009532, No Obj: 0.018331, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057655, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042891, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506599, Class: 0.477411, Obj: 0.011614, No Obj: 0.018470, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057568, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561112, Class: 0.644045, Obj: 0.035606, No Obj: 0.043039, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.451039, Class: 0.380165, Obj: 0.015245, No Obj: 0.018577, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.056111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394547, Class: 0.634060, Obj: 0.035843, No Obj: 0.042052, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.235328, Class: 0.512609, Obj: 0.017592, No Obj: 0.018430, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.580908, Class: 0.410557, Obj: 0.112219, No Obj: 0.056804, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.519138, Class: 0.582187, Obj: 0.010856, No Obj: 0.043089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.399556, Class: 0.578339, Obj: 0.018759, No Obj: 0.018585, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.056228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042770, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310461, Class: 0.439433, Obj: 0.015417, No Obj: 0.018377, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.054485, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424420, Class: 0.621251, Obj: 0.023621, No Obj: 0.042220, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.424488, Class: 0.475066, Obj: 0.012636, No Obj: 0.018482, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 187: 5.085090, 9.243571 avg loss, 0.000001 rate, 3.921000 seconds, 11968 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.054157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.365995, Class: 0.667653, Obj: 0.028644, No Obj: 0.040999, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.516435, Class: 0.436219, Obj: 0.016858, No Obj: 0.017889, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.055650, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041891, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437294, Class: 0.459309, Obj: 0.016963, No Obj: 0.018051, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.055296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040965, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.270327, Class: 0.424330, Obj: 0.015924, No Obj: 0.018051, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053915, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425240, Class: 0.779263, Obj: 0.026276, No Obj: 0.041261, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.500025, Class: 0.577197, Obj: 0.027679, No Obj: 0.017846, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.059357, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703348, Class: 0.205241, Obj: 0.033123, No Obj: 0.042088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534381, Class: 0.440561, Obj: 0.021007, No Obj: 0.018004, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053907, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513594, Class: 0.675778, Obj: 0.048002, No Obj: 0.040956, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425925, Class: 0.478198, Obj: 0.026671, No Obj: 0.018056, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.054788, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041587, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.227968, Class: 0.555353, Obj: 0.023779, No Obj: 0.018041, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.057393, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506997, Class: 0.400794, Obj: 0.057405, No Obj: 0.041611, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.469582, Class: 0.389119, Obj: 0.015817, No Obj: 0.017981, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 188: 4.581707, 8.777385 avg loss, 0.000001 rate, 3.927192 seconds, 12032 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.051309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484075, Class: 0.383368, Obj: 0.017686, No Obj: 0.017591, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040237, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568581, Class: 0.412723, Obj: 0.032763, No Obj: 0.017419, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053982, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638259, Class: 0.622095, Obj: 0.022950, No Obj: 0.040005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.234354, Class: 0.431602, Obj: 0.014713, No Obj: 0.017422, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052577, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340866, Class: 0.595039, Obj: 0.022040, No Obj: 0.017448, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053714, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364478, Class: 0.773376, Obj: 0.034732, No Obj: 0.040815, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.549808, Class: 0.507790, Obj: 0.031617, No Obj: 0.017614, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.512544, Class: 0.230377, Obj: 0.042983, No Obj: 0.053248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477503, Class: 0.415070, Obj: 0.014697, No Obj: 0.017448, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.054862, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828646, Class: 0.699536, Obj: 0.021911, No Obj: 0.040691, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.493868, Class: 0.467211, Obj: 0.006830, No Obj: 0.017661, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.055277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.439166, Class: 0.701033, Obj: 0.076722, No Obj: 0.040043, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.486390, Class: 0.530854, Obj: 0.017734, No Obj: 0.017553, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 189: 4.229558, 8.322602 avg loss, 0.000001 rate, 3.923006 seconds, 12096 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.528235, Class: 0.438417, Obj: 0.072303, No Obj: 0.053742, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.361199, Class: 0.717263, Obj: 0.019169, No Obj: 0.039047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528634, Class: 0.383589, Obj: 0.008983, No Obj: 0.017134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052728, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458379, Class: 0.442515, Obj: 0.021505, No Obj: 0.017186, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050942, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366691, Class: 0.622491, Obj: 0.029253, No Obj: 0.038775, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.399629, Class: 0.468432, Obj: 0.014498, No Obj: 0.016902, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723600, Class: 0.284227, Obj: 0.011665, No Obj: 0.017018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484559, Class: 0.554531, Obj: 0.008515, No Obj: 0.017034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.053235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494435, Class: 0.857889, Obj: 0.030627, No Obj: 0.039710, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.215463, Class: 0.362292, Obj: 0.009441, No Obj: 0.017280, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052606, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630112, Class: 0.769131, Obj: 0.022833, No Obj: 0.038680, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545518, Class: 0.515397, Obj: 0.013139, No Obj: 0.017047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420444, Class: 0.593495, Obj: 0.033533, No Obj: 0.039047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.359862, Class: 0.471862, Obj: 0.013060, No Obj: 0.016978, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 190: 3.786215, 7.868964 avg loss, 0.000001 rate, 3.925642 seconds, 12160 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.167534, Class: 0.636818, Obj: 0.043710, No Obj: 0.049137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037804, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460633, Class: 0.465762, Obj: 0.009060, No Obj: 0.016539, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.254175, Class: 0.409174, Obj: 0.054630, No Obj: 0.049365, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.617911, Class: 0.556738, Obj: 0.047663, No Obj: 0.038022, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.323159, Class: 0.624798, Obj: 0.005833, No Obj: 0.016425, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.049420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.283485, Class: 0.695371, Obj: 0.012655, No Obj: 0.038012, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.311404, Class: 0.499612, Obj: 0.020567, No Obj: 0.016492, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050543, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.313950, Class: 0.407628, Obj: 0.013508, No Obj: 0.016699, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.051792, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037858, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693292, Class: 0.555350, Obj: 0.031934, No Obj: 0.016514, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.049810, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445707, Class: 0.417790, Obj: 0.017853, No Obj: 0.016762, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037511, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466818, Class: 0.549494, Obj: 0.018880, No Obj: 0.016659, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446264, Class: 0.636229, Obj: 0.026245, No Obj: 0.038008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.272619, Class: 0.342028, Obj: 0.019749, No Obj: 0.016673, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 191: 4.031043, 7.485172 avg loss, 0.000001 rate, 3.922035 seconds, 12224 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.048103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557772, Class: 0.531731, Obj: 0.078758, No Obj: 0.036844, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319873, Class: 0.476853, Obj: 0.013784, No Obj: 0.016233, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.049783, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769923, Class: 0.507345, Obj: 0.024809, No Obj: 0.037090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.331213, Class: 0.656187, Obj: 0.012369, No Obj: 0.016266, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037232, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315326, Class: 0.542124, Obj: 0.015686, No Obj: 0.016149, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.047802, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036890, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.193446, Class: 0.395686, Obj: 0.015088, No Obj: 0.016156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.050665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328866, Class: 0.498653, Obj: 0.041395, No Obj: 0.037383, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.342938, Class: 0.487570, Obj: 0.011786, No Obj: 0.016156, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.052588, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449425, Class: 0.569823, Obj: 0.025831, No Obj: 0.037002, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.369936, Class: 0.463711, Obj: 0.020518, No Obj: 0.016193, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.047432, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397618, Class: 0.503005, Obj: 0.019951, No Obj: 0.016294, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.047865, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.342601, Class: 0.455345, Obj: 0.019182, No Obj: 0.016038, .5R: 0.111111, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 192: 4.634354, 7.200090 avg loss, 0.000001 rate, 3.923716 seconds, 12288 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.048711, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.236510, Class: 0.644426, Obj: 0.049185, No Obj: 0.035762, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434203, Class: 0.488882, Obj: 0.015315, No Obj: 0.015706, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046719, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304231, Class: 0.617313, Obj: 0.016908, No Obj: 0.035668, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380043, Class: 0.386261, Obj: 0.021813, No Obj: 0.015809, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.048420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.369613, Class: 0.430215, Obj: 0.022981, No Obj: 0.015768, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.459586, Class: 0.370534, Obj: 0.090495, No Obj: 0.047327, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.446756, Class: 0.679660, Obj: 0.040903, No Obj: 0.035678, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.454899, Class: 0.589836, Obj: 0.014512, No Obj: 0.015823, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.166724, Class: 0.423424, Obj: 0.082020, No Obj: 0.046681, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.035626, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366626, Class: 0.527928, Obj: 0.014466, No Obj: 0.015678, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.048210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783653, Class: 0.605290, Obj: 0.043887, No Obj: 0.036207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.358822, Class: 0.435473, Obj: 0.023163, No Obj: 0.015724, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.048408, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.171581, Class: 0.448852, Obj: 0.033158, No Obj: 0.036218, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446942, Class: 0.402676, Obj: 0.011551, No Obj: 0.015887, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.226879, Class: 0.337015, Obj: 0.047138, No Obj: 0.035642, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.289374, Class: 0.454073, Obj: 0.011586, No Obj: 0.015835, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 193: 3.646704, 6.844751 avg loss, 0.000001 rate, 3.925175 seconds, 12352 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.047606, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384815, Class: 0.575261, Obj: 0.040060, No Obj: 0.035079, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.254881, Class: 0.447896, Obj: 0.009113, No Obj: 0.015429, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339285, Class: 0.583102, Obj: 0.025019, No Obj: 0.034958, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.296859, Class: 0.418593, Obj: 0.014515, No Obj: 0.015365, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522364, Class: 0.652828, Obj: 0.031069, No Obj: 0.034955, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.335666, Class: 0.385737, Obj: 0.014456, No Obj: 0.015468, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.045219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688314, Class: 0.787811, Obj: 0.020304, No Obj: 0.034611, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.563948, Class: 0.487250, Obj: 0.005985, No Obj: 0.015351, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.191578, Class: 0.266227, Obj: 0.038328, No Obj: 0.047063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.418845, Class: 0.595556, Obj: 0.043109, No Obj: 0.034973, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.714020, Class: 0.367112, Obj: 0.014296, No Obj: 0.015516, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.044563, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570587, Class: 0.633416, Obj: 0.029441, No Obj: 0.034718, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461877, Class: 0.477937, Obj: 0.014698, No Obj: 0.015274, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.044942, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490792, Class: 0.673942, Obj: 0.031133, No Obj: 0.034833, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459119, Class: 0.472442, Obj: 0.020682, No Obj: 0.015344, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046424, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434648, Class: 0.691104, Obj: 0.038508, No Obj: 0.035210, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.275397, Class: 0.494623, Obj: 0.018596, No Obj: 0.015396, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 194: 3.986170, 6.558893 avg loss, 0.000001 rate, 3.919547 seconds, 12416 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043521, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.365856, Class: 0.686922, Obj: 0.031372, No Obj: 0.033626, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439902, Class: 0.507138, Obj: 0.028356, No Obj: 0.014853, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.044313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033969, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440750, Class: 0.570862, Obj: 0.016216, No Obj: 0.014971, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.526229, Class: 0.393040, Obj: 0.066538, No Obj: 0.045411, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.034155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410991, Class: 0.427564, Obj: 0.005915, No Obj: 0.014971, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418023, Class: 0.670513, Obj: 0.072199, No Obj: 0.033738, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.332378, Class: 0.400610, Obj: 0.011508, No Obj: 0.015035, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043831, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.297828, Class: 0.532609, Obj: 0.031697, No Obj: 0.033958, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382516, Class: 0.522119, Obj: 0.012063, No Obj: 0.015133, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.045765, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628962, Class: 0.689110, Obj: 0.017101, No Obj: 0.034348, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.446433, Class: 0.487922, Obj: 0.005827, No Obj: 0.015120, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.046232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.336895, Class: 0.673065, Obj: 0.050486, No Obj: 0.034088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510071, Class: 0.461602, Obj: 0.011803, No Obj: 0.015021, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.493021, Class: 0.365041, Obj: 0.031168, No Obj: 0.045753, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.688912, Class: 0.553548, Obj: 0.051219, No Obj: 0.034015, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.280132, Class: 0.538195, Obj: 0.012277, No Obj: 0.014998, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 195: 3.479535, 6.250957 avg loss, 0.000001 rate, 3.927493 seconds, 12480 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.044439, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327730, Class: 0.717275, Obj: 0.036686, No Obj: 0.033616, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.327945, Class: 0.522787, Obj: 0.015810, No Obj: 0.014598, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042510, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365430, Class: 0.474880, Obj: 0.009854, No Obj: 0.014615, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043761, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355272, Class: 0.508710, Obj: 0.026784, No Obj: 0.033217, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.393897, Class: 0.456652, Obj: 0.011173, No Obj: 0.014652, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043637, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482244, Class: 0.565270, Obj: 0.017781, No Obj: 0.032880, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.355516, Class: 0.548194, Obj: 0.022308, No Obj: 0.014611, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.449706, Class: 0.361917, Obj: 0.038142, No Obj: 0.044247, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033333, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.305965, Class: 0.426201, Obj: 0.012985, No Obj: 0.014593, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.045242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.345083, Class: 0.484487, Obj: 0.006762, No Obj: 0.014583, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.043315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.301458, Class: 0.586274, Obj: 0.055934, No Obj: 0.033291, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.277660, Class: 0.539071, Obj: 0.037434, No Obj: 0.014620, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790741, Class: 0.579272, Obj: 0.015233, No Obj: 0.032922, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.443019, Class: 0.481270, Obj: 0.012671, No Obj: 0.014596, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 196: 3.609744, 5.986836 avg loss, 0.000001 rate, 3.927357 seconds, 12544 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517585, Class: 0.323989, Obj: 0.060024, No Obj: 0.032277, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.262554, Class: 0.556751, Obj: 0.009625, No Obj: 0.014275, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.032276, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.262032, Class: 0.451769, Obj: 0.013341, No Obj: 0.014345, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.032510, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397492, Class: 0.419219, Obj: 0.015314, No Obj: 0.014317, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042635, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586603, Class: 0.531606, Obj: 0.025947, No Obj: 0.032430, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.399427, Class: 0.441345, Obj: 0.020080, No Obj: 0.014408, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.502417, Class: 0.369224, Obj: 0.035247, No Obj: 0.043231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.151338, Class: 0.755403, Obj: 0.015688, No Obj: 0.032203, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.481665, Class: 0.329690, Obj: 0.004259, No Obj: 0.014270, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356115, Class: 0.625681, Obj: 0.040080, No Obj: 0.032124, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.383126, Class: 0.453940, Obj: 0.016771, No Obj: 0.014177, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323192, Class: 0.820893, Obj: 0.011442, No Obj: 0.031948, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337840, Class: 0.487972, Obj: 0.010313, No Obj: 0.014152, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.352005, Class: 0.443285, Obj: 0.039593, No Obj: 0.043679, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.504462, Class: 0.583138, Obj: 0.037282, No Obj: 0.032783, .5R: 0.600000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.586974, Class: 0.519967, Obj: 0.025965, No Obj: 0.014423, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 197: 3.359698, 5.724122 avg loss, 0.000002 rate, 3.925263 seconds, 12608 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661245, Class: 0.500331, Obj: 0.031286, No Obj: 0.031697, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557959, Class: 0.488454, Obj: 0.023909, No Obj: 0.013838, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.356947, Class: 0.575621, Obj: 0.029559, No Obj: 0.041829, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031508, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552907, Class: 0.465535, Obj: 0.042815, No Obj: 0.013985, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.270897, Class: 0.410288, Obj: 0.032138, No Obj: 0.040543, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.266745, Class: 0.500686, Obj: 0.016970, No Obj: 0.031295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.307803, Class: 0.459213, Obj: 0.014505, No Obj: 0.013866, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042423, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.439434, Class: 0.623337, Obj: 0.025274, No Obj: 0.031318, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.616269, Class: 0.510663, Obj: 0.009478, No Obj: 0.013917, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031267, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437845, Class: 0.582746, Obj: 0.018334, No Obj: 0.013754, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041921, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445528, Class: 0.557742, Obj: 0.021114, No Obj: 0.031361, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720988, Class: 0.519740, Obj: 0.009815, No Obj: 0.013973, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041499, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543573, Class: 0.396669, Obj: 0.039921, No Obj: 0.031218, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.357931, Class: 0.442459, Obj: 0.008807, No Obj: 0.013958, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.042725, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457029, Class: 0.745932, Obj: 0.042799, No Obj: 0.031409, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013872, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 198: 2.812353, 5.432945 avg loss, 0.000002 rate, 3.904786 seconds, 12672 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037758, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572662, Class: 0.712854, Obj: 0.015106, No Obj: 0.030495, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013497, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.040047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.232230, Class: 0.656559, Obj: 0.024316, No Obj: 0.030589, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.346397, Class: 0.463538, Obj: 0.014723, No Obj: 0.013622, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.621725, Class: 0.559173, Obj: 0.147529, No Obj: 0.040153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.556222, Class: 0.671694, Obj: 0.028091, No Obj: 0.030430, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013553, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.352862, Class: 0.420352, Obj: 0.010807, No Obj: 0.013442, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030389, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363842, Class: 0.418909, Obj: 0.004826, No Obj: 0.013544, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370568, Class: 0.659297, Obj: 0.042583, No Obj: 0.030800, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.713080, Class: 0.577864, Obj: 0.017865, No Obj: 0.013680, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.041183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520897, Class: 0.211625, Obj: 0.017429, No Obj: 0.030918, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385550, Class: 0.396124, Obj: 0.011138, No Obj: 0.013614, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038465, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.174188, Class: 0.833053, Obj: 0.004499, No Obj: 0.030378, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382245, Class: 0.489393, Obj: 0.010170, No Obj: 0.013493, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 199: 2.970574, 5.186708 avg loss, 0.000002 rate, 3.921934 seconds, 12736 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.288070, Class: 0.345372, Obj: 0.032469, No Obj: 0.039802, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.495906, Class: 0.643897, Obj: 0.044119, No Obj: 0.030004, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463916, Class: 0.454859, Obj: 0.011470, No Obj: 0.013288, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039559, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633204, Class: 0.691171, Obj: 0.018299, No Obj: 0.029795, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.346150, Class: 0.382251, Obj: 0.018831, No Obj: 0.013303, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037764, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.216216, Class: 0.617503, Obj: 0.026427, No Obj: 0.029372, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.565051, Class: 0.539927, Obj: 0.011368, No Obj: 0.013131, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.270340, Class: 0.336330, Obj: 0.017421, No Obj: 0.039980, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.160965, Class: 0.683570, Obj: 0.010179, No Obj: 0.030056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.416000, Class: 0.517687, Obj: 0.014037, No Obj: 0.013260, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038346, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489481, Class: 0.728945, Obj: 0.026224, No Obj: 0.029769, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.438006, Class: 0.503542, Obj: 0.016176, No Obj: 0.013268, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.039613, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.264409, Class: 0.731398, Obj: 0.025433, No Obj: 0.029583, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.301547, Class: 0.543286, Obj: 0.021182, No Obj: 0.013279, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037628, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029740, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.214610, Class: 0.641339, Obj: 0.005510, No Obj: 0.013162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382264, Class: 0.703966, Obj: 0.021681, No Obj: 0.029459, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.238911, Class: 0.471799, Obj: 0.015815, No Obj: 0.013126, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 200: 3.182433, 4.986280 avg loss, 0.000002 rate, 3.927059 seconds, 12800 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037753, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642539, Class: 0.537236, Obj: 0.016745, No Obj: 0.029177, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.191036, Class: 0.353102, Obj: 0.005066, No Obj: 0.012892, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028751, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.330008, Class: 0.531196, Obj: 0.011550, No Obj: 0.012825, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412990, Class: 0.630338, Obj: 0.021418, No Obj: 0.028884, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.313851, Class: 0.417520, Obj: 0.008800, No Obj: 0.012897, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038568, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498883, Class: 0.736924, Obj: 0.026100, No Obj: 0.028793, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361979, Class: 0.436129, Obj: 0.016340, No Obj: 0.012860, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.580708, Class: 0.471723, Obj: 0.051484, No Obj: 0.037109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379205, Class: 0.353252, Obj: 0.006532, No Obj: 0.013011, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037567, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444943, Class: 0.583385, Obj: 0.007690, No Obj: 0.028695, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328389, Class: 0.452964, Obj: 0.011315, No Obj: 0.012906, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664410, Class: 0.550668, Obj: 0.031728, No Obj: 0.029082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.221759, Class: 0.397786, Obj: 0.008212, No Obj: 0.012890, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037308, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.265097, Class: 0.762616, Obj: 0.009421, No Obj: 0.029006, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345094, Class: 0.573157, Obj: 0.006866, No Obj: 0.012875, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 201: 3.217932, 4.809446 avg loss, 0.000002 rate, 3.694622 seconds, 12864 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549490, Class: 0.566438, Obj: 0.018572, No Obj: 0.028236, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.393246, Class: 0.433476, Obj: 0.009312, No Obj: 0.012735, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037808, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532664, Class: 0.639052, Obj: 0.014303, No Obj: 0.028326, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394315, Class: 0.659850, Obj: 0.013106, No Obj: 0.012730, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.445805, Class: 0.341372, Obj: 0.041141, No Obj: 0.037865, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028226, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329206, Class: 0.478503, Obj: 0.014767, No Obj: 0.012651, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037701, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476007, Class: 0.727831, Obj: 0.019696, No Obj: 0.028335, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012671, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.038607, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631552, Class: 0.701264, Obj: 0.041623, No Obj: 0.028221, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.402246, Class: 0.432282, Obj: 0.017264, No Obj: 0.012700, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036704, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675066, Class: 0.347890, Obj: 0.036789, No Obj: 0.028107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.277325, Class: 0.543908, Obj: 0.009678, No Obj: 0.012550, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.371955, Class: 0.645013, Obj: 0.046075, No Obj: 0.028112, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.343989, Class: 0.442923, Obj: 0.010775, No Obj: 0.012684, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.323230, Class: 0.343809, Obj: 0.023986, No Obj: 0.038299, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028493, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381073, Class: 0.443833, Obj: 0.013559, No Obj: 0.012728, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 202: 3.346536, 4.663155 avg loss, 0.000002 rate, 3.922218 seconds, 12928 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.035433, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516687, Class: 0.697542, Obj: 0.016524, No Obj: 0.027243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338112, Class: 0.535847, Obj: 0.011570, No Obj: 0.012229, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036958, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427656, Class: 0.746178, Obj: 0.029508, No Obj: 0.027598, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012320, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.035870, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027396, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.352148, Class: 0.519009, Obj: 0.008853, No Obj: 0.012278, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.438614, Class: 0.316188, Obj: 0.038199, No Obj: 0.035468, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.585442, Class: 0.517237, Obj: 0.031876, No Obj: 0.027535, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513303, Class: 0.566107, Obj: 0.024166, No Obj: 0.012343, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556293, Class: 0.614037, Obj: 0.021008, No Obj: 0.027758, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.518462, Class: 0.431811, Obj: 0.006108, No Obj: 0.012423, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.034617, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552053, Class: 0.732593, Obj: 0.023684, No Obj: 0.027426, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.410386, Class: 0.438251, Obj: 0.011292, No Obj: 0.012275, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541442, Class: 0.689437, Obj: 0.030722, No Obj: 0.027473, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.383712, Class: 0.373250, Obj: 0.008996, No Obj: 0.012287, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428001, Class: 0.429321, Obj: 0.028074, No Obj: 0.027545, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.212534, Class: 0.499749, Obj: 0.012046, No Obj: 0.012271, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 203: 2.773586, 4.474198 avg loss, 0.000002 rate, 3.929070 seconds, 12992 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.035336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571223, Class: 0.636480, Obj: 0.016296, No Obj: 0.026971, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361171, Class: 0.465829, Obj: 0.013120, No Obj: 0.011965, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.036852, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.298492, Class: 0.827699, Obj: 0.018617, No Obj: 0.026976, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.363168, Class: 0.441989, Obj: 0.012994, No Obj: 0.012046, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.034110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580173, Class: 0.731966, Obj: 0.036891, No Obj: 0.026733, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.336263, Class: 0.505077, Obj: 0.015350, No Obj: 0.011961, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.035155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.306044, Class: 0.589824, Obj: 0.021816, No Obj: 0.026797, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334523, Class: 0.486359, Obj: 0.010278, No Obj: 0.012030, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033421, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455065, Class: 0.620445, Obj: 0.027952, No Obj: 0.026697, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.165794, Class: 0.499190, Obj: 0.006467, No Obj: 0.012006, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.035806, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026918, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365953, Class: 0.475652, Obj: 0.012006, No Obj: 0.011996, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.132067, Class: 0.246859, Obj: 0.039949, No Obj: 0.033850, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026573, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.369350, Class: 0.492597, Obj: 0.010556, No Obj: 0.011933, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.037867, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613631, Class: 0.691186, Obj: 0.023564, No Obj: 0.027090, .5R: 0.800000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.461091, Class: 0.427239, Obj: 0.005328, No Obj: 0.012201, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 204: 3.130893, 4.339868 avg loss, 0.000002 rate, 3.924812 seconds, 13056 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033631, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025884, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.215188, Class: 0.452292, Obj: 0.016277, No Obj: 0.011712, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033739, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711068, Class: 0.537051, Obj: 0.028971, No Obj: 0.026258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.332172, Class: 0.560907, Obj: 0.007539, No Obj: 0.011752, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.475920, Class: 0.350117, Obj: 0.042505, No Obj: 0.034197, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.561914, Class: 0.517177, Obj: 0.015126, No Obj: 0.026091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.346517, Class: 0.541863, Obj: 0.008977, No Obj: 0.011763, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033434, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355037, Class: 0.737140, Obj: 0.022874, No Obj: 0.026163, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.458857, Class: 0.352080, Obj: 0.015527, No Obj: 0.011738, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025893, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382137, Class: 0.430842, Obj: 0.018597, No Obj: 0.011646, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.359474, Class: 0.456504, Obj: 0.047584, No Obj: 0.033780, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378927, Class: 0.518185, Obj: 0.011239, No Obj: 0.011740, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.345234, Class: 0.476897, Obj: 0.058647, No Obj: 0.034339, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.478787, Class: 0.294424, Obj: 0.015603, No Obj: 0.026380, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.307590, Class: 0.578430, Obj: 0.013996, No Obj: 0.011744, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.034716, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.311155, Class: 0.638553, Obj: 0.007195, No Obj: 0.026182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.466616, Class: 0.570494, Obj: 0.020030, No Obj: 0.011705, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 205: 2.412257, 4.147107 avg loss, 0.000002 rate, 3.917175 seconds, 13120 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.299939, Class: 0.443449, Obj: 0.053548, No Obj: 0.033270, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.533764, Class: 0.566714, Obj: 0.019825, No Obj: 0.025599, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011518, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031771, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623963, Class: 0.611876, Obj: 0.035637, No Obj: 0.025221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.299491, Class: 0.397590, Obj: 0.011240, No Obj: 0.011450, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025335, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457159, Class: 0.489141, Obj: 0.008904, No Obj: 0.011482, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.412189, Class: 0.452275, Obj: 0.052790, No Obj: 0.035233, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.320260, Class: 0.466552, Obj: 0.032957, No Obj: 0.025716, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.416195, Class: 0.620298, Obj: 0.003089, No Obj: 0.011551, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.032838, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025680, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367225, Class: 0.508410, Obj: 0.015539, No Obj: 0.011451, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.032903, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025499, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.283140, Class: 0.527787, Obj: 0.009623, No Obj: 0.011418, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.032316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477096, Class: 0.581571, Obj: 0.012533, No Obj: 0.025383, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.337009, Class: 0.522420, Obj: 0.006491, No Obj: 0.011481, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025790, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.320327, Class: 0.395946, Obj: 0.009385, No Obj: 0.011543, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 206: 2.911660, 4.023562 avg loss, 0.000002 rate, 3.931679 seconds, 13184 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.032340, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394469, Class: 0.704204, Obj: 0.040200, No Obj: 0.024631, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.302243, Class: 0.371606, Obj: 0.009385, No Obj: 0.011147, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.150991, Class: 0.342531, Obj: 0.038608, No Obj: 0.031529, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024616, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511273, Class: 0.412591, Obj: 0.020758, No Obj: 0.011220, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031596, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024778, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510039, Class: 0.469213, Obj: 0.007434, No Obj: 0.011239, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.375360, Class: 0.358048, Obj: 0.056896, No Obj: 0.032787, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025206, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011284, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024616, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490140, Class: 0.558118, Obj: 0.009143, No Obj: 0.011214, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734122, Class: 0.357599, Obj: 0.024568, No Obj: 0.024642, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687993, Class: 0.575566, Obj: 0.009279, No Obj: 0.011299, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031630, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.138102, Class: 0.478105, Obj: 0.009126, No Obj: 0.024799, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.333302, Class: 0.446255, Obj: 0.019440, No Obj: 0.011165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.033891, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477827, Class: 0.547489, Obj: 0.014407, No Obj: 0.011235, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 207: 2.142861, 3.835492 avg loss, 0.000002 rate, 3.928372 seconds, 13248 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031923, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024284, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541388, Class: 0.421161, Obj: 0.015942, No Obj: 0.010904, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030980, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462330, Class: 0.709740, Obj: 0.016998, No Obj: 0.023920, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.333195, Class: 0.573082, Obj: 0.010499, No Obj: 0.010876, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029700, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023955, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338235, Class: 0.448298, Obj: 0.012411, No Obj: 0.010910, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.560978, Class: 0.413921, Obj: 0.039231, No Obj: 0.032163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.303122, Class: 0.784890, Obj: 0.017382, No Obj: 0.024400, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395710, Class: 0.484927, Obj: 0.010652, No Obj: 0.010870, .5R: 0.200000, .75R: 0.100000, count: 10 Region 82 Avg IOU: 0.270506, Class: 0.287693, Obj: 0.027159, No Obj: 0.030844, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.725783, Class: 0.580560, Obj: 0.037888, No Obj: 0.024064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.399725, Class: 0.433021, Obj: 0.009598, No Obj: 0.010939, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029768, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.331367, Class: 0.679648, Obj: 0.034912, No Obj: 0.023971, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511307, Class: 0.562736, Obj: 0.029767, No Obj: 0.010976, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607685, Class: 0.608240, Obj: 0.031521, No Obj: 0.023995, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.435476, Class: 0.392179, Obj: 0.015114, No Obj: 0.010962, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604971, Class: 0.547234, Obj: 0.011548, No Obj: 0.010961, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 208: 2.683047, 3.720248 avg loss, 0.000002 rate, 3.918849 seconds, 13312 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030674, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491198, Class: 0.702820, Obj: 0.022317, No Obj: 0.023502, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.315985, Class: 0.424283, Obj: 0.013466, No Obj: 0.010651, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.031533, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023821, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434654, Class: 0.528128, Obj: 0.011307, No Obj: 0.010696, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.476128, Class: 0.300038, Obj: 0.066419, No Obj: 0.031441, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.446185, Class: 0.644507, Obj: 0.015372, No Obj: 0.023695, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404294, Class: 0.488380, Obj: 0.009581, No Obj: 0.010817, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029873, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553825, Class: 0.589929, Obj: 0.017218, No Obj: 0.023606, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361212, Class: 0.428056, Obj: 0.011446, No Obj: 0.010613, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029510, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023387, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608665, Class: 0.547821, Obj: 0.008183, No Obj: 0.010659, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.256960, Class: 0.374528, Obj: 0.027164, No Obj: 0.030675, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.665439, Class: 0.725623, Obj: 0.018129, No Obj: 0.023455, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250460, Class: 0.358545, Obj: 0.006582, No Obj: 0.010687, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030369, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.185027, Class: 0.429551, Obj: 0.033217, No Obj: 0.023583, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.481733, Class: 0.500306, Obj: 0.012631, No Obj: 0.010723, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030534, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590686, Class: 0.255019, Obj: 0.016180, No Obj: 0.023499, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418476, Class: 0.439245, Obj: 0.008756, No Obj: 0.010695, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 209: 2.721191, 3.620342 avg loss, 0.000002 rate, 3.931845 seconds, 13376 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030507, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777928, Class: 0.601332, Obj: 0.018233, No Obj: 0.023082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.151529, Class: 0.427481, Obj: 0.006247, No Obj: 0.010449, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028668, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.341983, Class: 0.628510, Obj: 0.012340, No Obj: 0.022815, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.241842, Class: 0.397888, Obj: 0.007682, No Obj: 0.010396, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515850, Class: 0.656880, Obj: 0.015321, No Obj: 0.022795, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.354738, Class: 0.546892, Obj: 0.010305, No Obj: 0.010447, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.909713, Class: 0.638044, Obj: 0.034551, No Obj: 0.030383, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445413, Class: 0.493930, Obj: 0.008021, No Obj: 0.010491, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599776, Class: 0.556907, Obj: 0.021975, No Obj: 0.022848, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.492894, Class: 0.330482, Obj: 0.007794, No Obj: 0.010418, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.370839, Class: 0.392983, Obj: 0.043842, No Obj: 0.031898, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.504258, Class: 0.725097, Obj: 0.023781, No Obj: 0.023133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487874, Class: 0.498163, Obj: 0.007491, No Obj: 0.010490, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022886, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725541, Class: 0.349761, Obj: 0.023652, No Obj: 0.010374, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029734, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418128, Class: 0.449150, Obj: 0.010229, No Obj: 0.010478, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 210: 2.297350, 3.488043 avg loss, 0.000002 rate, 3.929077 seconds, 13440 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022598, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386179, Class: 0.484460, Obj: 0.015664, No Obj: 0.010264, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028957, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.285581, Class: 0.465816, Obj: 0.016614, No Obj: 0.022589, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482379, Class: 0.434991, Obj: 0.004888, No Obj: 0.010130, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029530, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454777, Class: 0.861615, Obj: 0.022640, No Obj: 0.022476, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.292998, Class: 0.518131, Obj: 0.004890, No Obj: 0.010268, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022334, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531169, Class: 0.493789, Obj: 0.001850, No Obj: 0.010205, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521055, Class: 0.481715, Obj: 0.016176, No Obj: 0.022671, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.365429, Class: 0.504685, Obj: 0.008202, No Obj: 0.010257, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608189, Class: 0.395207, Obj: 0.025528, No Obj: 0.022605, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.414764, Class: 0.460821, Obj: 0.005774, No Obj: 0.010163, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.246362, Class: 0.766626, Obj: 0.010093, No Obj: 0.022442, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.344367, Class: 0.554119, Obj: 0.004745, No Obj: 0.010186, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.029787, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412562, Class: 0.483873, Obj: 0.014092, No Obj: 0.022523, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475992, Class: 0.458204, Obj: 0.012997, No Obj: 0.010240, .5R: 0.285714, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 211: 2.148333, 3.354072 avg loss, 0.000002 rate, 3.922310 seconds, 13504 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.810369, Class: 0.351936, Obj: 0.043471, No Obj: 0.029151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.402947, Class: 0.643820, Obj: 0.017839, No Obj: 0.021942, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.452774, Class: 0.600970, Obj: 0.017496, No Obj: 0.009884, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030562, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.250237, Class: 0.675943, Obj: 0.016596, No Obj: 0.022003, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.255057, Class: 0.532925, Obj: 0.005061, No Obj: 0.010043, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027773, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644225, Class: 0.303471, Obj: 0.017594, No Obj: 0.021748, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535847, Class: 0.475154, Obj: 0.011283, No Obj: 0.010042, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.356574, Class: 0.631927, Obj: 0.023973, No Obj: 0.028382, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.881380, Class: 0.457380, Obj: 0.036535, No Obj: 0.021823, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.290367, Class: 0.479058, Obj: 0.008056, No Obj: 0.009964, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027563, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021850, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427362, Class: 0.443486, Obj: 0.008167, No Obj: 0.010161, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021741, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.197964, Class: 0.560225, Obj: 0.006748, No Obj: 0.010035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.371228, Class: 0.467065, Obj: 0.013744, No Obj: 0.028280, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.441161, Class: 0.649761, Obj: 0.031461, No Obj: 0.021659, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426420, Class: 0.459641, Obj: 0.009537, No Obj: 0.009916, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.030067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638624, Class: 0.654749, Obj: 0.020995, No Obj: 0.022217, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.191752, Class: 0.579325, Obj: 0.005437, No Obj: 0.010081, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 212: 2.339344, 3.252599 avg loss, 0.000002 rate, 3.932581 seconds, 13568 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028471, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417145, Class: 0.289920, Obj: 0.013937, No Obj: 0.021448, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.378740, Class: 0.496492, Obj: 0.012245, No Obj: 0.009780, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401575, Class: 0.664594, Obj: 0.019310, No Obj: 0.021248, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447922, Class: 0.484221, Obj: 0.007379, No Obj: 0.009688, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.504299, Class: 0.402948, Obj: 0.016714, No Obj: 0.028134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.318070, Class: 0.680589, Obj: 0.023375, No Obj: 0.021344, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.415604, Class: 0.457417, Obj: 0.003922, No Obj: 0.009756, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026953, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021208, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.449301, Class: 0.460017, Obj: 0.004560, No Obj: 0.009719, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026722, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486524, Class: 0.689125, Obj: 0.028391, No Obj: 0.021235, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.465572, Class: 0.457271, Obj: 0.007848, No Obj: 0.009685, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026892, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405073, Class: 0.749088, Obj: 0.058018, No Obj: 0.021465, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.299685, Class: 0.456084, Obj: 0.010255, No Obj: 0.009733, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.432764, Class: 0.388455, Obj: 0.020158, No Obj: 0.027137, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.617410, Class: 0.548326, Obj: 0.008095, No Obj: 0.021336, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.278682, Class: 0.469156, Obj: 0.014720, No Obj: 0.009730, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027485, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.358974, Class: 0.697618, Obj: 0.015060, No Obj: 0.021259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419609, Class: 0.478810, Obj: 0.013335, No Obj: 0.009801, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 213: 2.522183, 3.179557 avg loss, 0.000002 rate, 3.936030 seconds, 13632 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.028742, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021386, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009654, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447240, Class: 0.650528, Obj: 0.022713, No Obj: 0.020940, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.480132, Class: 0.410382, Obj: 0.009184, No Obj: 0.009567, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634648, Class: 0.862806, Obj: 0.012086, No Obj: 0.020860, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748976, Class: 0.403921, Obj: 0.008835, No Obj: 0.009490, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026450, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339195, Class: 0.720606, Obj: 0.016028, No Obj: 0.020797, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.466441, Class: 0.469650, Obj: 0.009037, No Obj: 0.009543, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.345485, Class: 0.435447, Obj: 0.052812, No Obj: 0.026120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.356666, Class: 0.690637, Obj: 0.009394, No Obj: 0.020833, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445445, Class: 0.473235, Obj: 0.008029, No Obj: 0.009527, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026361, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.307424, Class: 0.402298, Obj: 0.010019, No Obj: 0.009588, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.379775, Class: 0.480791, Obj: 0.046080, No Obj: 0.026257, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.307562, Class: 0.627713, Obj: 0.031093, No Obj: 0.020800, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328971, Class: 0.489841, Obj: 0.004477, No Obj: 0.009479, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528928, Class: 0.593129, Obj: 0.015471, No Obj: 0.020872, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.306782, Class: 0.399074, Obj: 0.008233, No Obj: 0.009493, .5R: 0.000000, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 214: 2.029029, 3.064505 avg loss, 0.000002 rate, 3.921035 seconds, 13696 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025930, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.344962, Class: 0.606822, Obj: 0.007934, No Obj: 0.020307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447320, Class: 0.513597, Obj: 0.012638, No Obj: 0.009326, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499114, Class: 0.561764, Obj: 0.017717, No Obj: 0.020566, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.519934, Class: 0.355183, Obj: 0.008220, No Obj: 0.009485, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026936, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259141, Class: 0.779173, Obj: 0.017849, No Obj: 0.020648, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009444, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571703, Class: 0.730560, Obj: 0.022657, No Obj: 0.020412, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465438, Class: 0.499919, Obj: 0.004443, No Obj: 0.009368, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024790, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590544, Class: 0.391624, Obj: 0.006672, No Obj: 0.009240, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.681265, Class: 0.371390, Obj: 0.058482, No Obj: 0.026420, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020383, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356446, Class: 0.485716, Obj: 0.011653, No Obj: 0.009336, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.229454, Class: 0.359525, Obj: 0.019126, No Obj: 0.025555, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.277206, Class: 0.474812, Obj: 0.041152, No Obj: 0.020563, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.416577, Class: 0.435053, Obj: 0.006592, No Obj: 0.009445, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.027388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020547, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454509, Class: 0.550859, Obj: 0.006224, No Obj: 0.009379, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 215: 2.264405, 2.984495 avg loss, 0.000002 rate, 3.931035 seconds, 13760 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025836, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545916, Class: 0.445487, Obj: 0.010381, No Obj: 0.019734, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.305346, Class: 0.523590, Obj: 0.007600, No Obj: 0.009049, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.185999, Class: 0.335080, Obj: 0.031145, No Obj: 0.025872, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.510730, Class: 0.554496, Obj: 0.025670, No Obj: 0.020064, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.534654, Class: 0.435530, Obj: 0.013483, No Obj: 0.009234, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024384, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019876, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473944, Class: 0.432667, Obj: 0.014074, No Obj: 0.009068, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019957, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377424, Class: 0.444625, Obj: 0.010509, No Obj: 0.009064, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.204274, Class: 0.569153, Obj: 0.021749, No Obj: 0.025979, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019835, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484567, Class: 0.486831, Obj: 0.008284, No Obj: 0.009016, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019989, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398691, Class: 0.471700, Obj: 0.004558, No Obj: 0.009147, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.563170, Class: 0.338133, Obj: 0.053371, No Obj: 0.026056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.461674, Class: 0.638751, Obj: 0.014959, No Obj: 0.020023, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.272259, Class: 0.610009, Obj: 0.007743, No Obj: 0.009105, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025902, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318670, Class: 0.533330, Obj: 0.012320, No Obj: 0.020038, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.260611, Class: 0.428106, Obj: 0.008963, No Obj: 0.009113, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 216: 2.155877, 2.901633 avg loss, 0.000002 rate, 3.927456 seconds, 13824 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024961, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490736, Class: 0.699239, Obj: 0.016212, No Obj: 0.019735, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.422620, Class: 0.436669, Obj: 0.009103, No Obj: 0.008914, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025612, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019490, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596109, Class: 0.616368, Obj: 0.007624, No Obj: 0.008852, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025586, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394962, Class: 0.772191, Obj: 0.015524, No Obj: 0.019389, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.414129, Class: 0.404528, Obj: 0.003765, No Obj: 0.008982, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.296621, Class: 0.367731, Obj: 0.039049, No Obj: 0.026314, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.526682, Class: 0.632910, Obj: 0.015890, No Obj: 0.019607, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.488363, Class: 0.476733, Obj: 0.009785, No Obj: 0.008966, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026382, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368499, Class: 0.693399, Obj: 0.039357, No Obj: 0.019436, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.325729, Class: 0.451315, Obj: 0.009243, No Obj: 0.008874, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019318, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575334, Class: 0.438961, Obj: 0.009861, No Obj: 0.008866, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023990, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555544, Class: 0.614774, Obj: 0.012802, No Obj: 0.019355, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.371207, Class: 0.437152, Obj: 0.006402, No Obj: 0.008969, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.347553, Class: 0.568407, Obj: 0.030453, No Obj: 0.024162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494039, Class: 0.508226, Obj: 0.011527, No Obj: 0.008997, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 217: 2.183371, 2.829807 avg loss, 0.000002 rate, 3.930751 seconds, 13888 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024645, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.299278, Class: 0.453072, Obj: 0.004429, No Obj: 0.008716, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.475656, Class: 0.529330, Obj: 0.053810, No Obj: 0.023492, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.291765, Class: 0.744682, Obj: 0.014840, No Obj: 0.019030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494833, Class: 0.477465, Obj: 0.014640, No Obj: 0.008757, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024567, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652052, Class: 0.625602, Obj: 0.003834, No Obj: 0.019152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400918, Class: 0.469704, Obj: 0.006193, No Obj: 0.008788, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.547945, Class: 0.414621, Obj: 0.020782, No Obj: 0.023921, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018889, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424881, Class: 0.527005, Obj: 0.003942, No Obj: 0.008648, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420754, Class: 0.720910, Obj: 0.014167, No Obj: 0.019044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.476063, Class: 0.440663, Obj: 0.007801, No Obj: 0.008739, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.026013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393998, Class: 0.520353, Obj: 0.013712, No Obj: 0.019089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371073, Class: 0.382078, Obj: 0.008875, No Obj: 0.008743, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025847, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019248, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008827, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449321, Class: 0.724202, Obj: 0.031164, No Obj: 0.018941, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749586, Class: 0.467686, Obj: 0.014375, No Obj: 0.008759, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 218: 1.551963, 2.702022 avg loss, 0.000002 rate, 3.925594 seconds, 13952 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023930, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453891, Class: 0.537038, Obj: 0.012052, No Obj: 0.018648, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008583, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679116, Class: 0.693253, Obj: 0.007966, No Obj: 0.018491, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461950, Class: 0.453117, Obj: 0.018951, No Obj: 0.008492, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.298535, Class: 0.760890, Obj: 0.020866, No Obj: 0.018482, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408314, Class: 0.475305, Obj: 0.004682, No Obj: 0.008508, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024701, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018606, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446944, Class: 0.482298, Obj: 0.016913, No Obj: 0.008616, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484124, Class: 0.610525, Obj: 0.014896, No Obj: 0.018317, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483756, Class: 0.510545, Obj: 0.010849, No Obj: 0.008494, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.024496, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018663, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428527, Class: 0.362157, Obj: 0.005207, No Obj: 0.008519, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.025337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018902, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436200, Class: 0.484716, Obj: 0.009656, No Obj: 0.008599, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023415, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018614, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457483, Class: 0.434419, Obj: 0.005305, No Obj: 0.008559, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 219: 1.522370, 2.584057 avg loss, 0.000002 rate, 3.912770 seconds, 14016 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.203049, Class: 0.360050, Obj: 0.025309, No Obj: 0.023928, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008396, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022967, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401479, Class: 0.480557, Obj: 0.001793, No Obj: 0.018255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.363257, Class: 0.499900, Obj: 0.006170, No Obj: 0.008374, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.271010, Class: 0.447700, Obj: 0.020303, No Obj: 0.023299, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.510014, Class: 0.748015, Obj: 0.016598, No Obj: 0.018226, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680355, Class: 0.291104, Obj: 0.006474, No Obj: 0.008398, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023750, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941616, Class: 0.545138, Obj: 0.020312, No Obj: 0.017955, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.240927, Class: 0.472056, Obj: 0.017354, No Obj: 0.008352, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.443811, Class: 0.606027, Obj: 0.003545, No Obj: 0.018145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.284972, Class: 0.447552, Obj: 0.012235, No Obj: 0.008353, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023943, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533196, Class: 0.464484, Obj: 0.008144, No Obj: 0.008383, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023749, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446941, Class: 0.600954, Obj: 0.006810, No Obj: 0.018236, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.286979, Class: 0.534415, Obj: 0.009472, No Obj: 0.008332, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022901, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366126, Class: 0.627752, Obj: 0.015285, No Obj: 0.018238, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.443875, Class: 0.450678, Obj: 0.007784, No Obj: 0.008348, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 220: 1.851484, 2.510800 avg loss, 0.000002 rate, 3.923108 seconds, 14080 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023704, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452295, Class: 0.737869, Obj: 0.015079, No Obj: 0.018080, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.375278, Class: 0.410379, Obj: 0.006989, No Obj: 0.008277, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.235605, Class: 0.315682, Obj: 0.021050, No Obj: 0.021984, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017713, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310022, Class: 0.408038, Obj: 0.009179, No Obj: 0.008119, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023618, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017662, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365488, Class: 0.619938, Obj: 0.009327, No Obj: 0.008183, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022995, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017837, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008167, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.283535, Class: 0.289881, Obj: 0.014978, No Obj: 0.022525, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017771, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.342903, Class: 0.526327, Obj: 0.010429, No Obj: 0.008183, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023396, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.346656, Class: 0.476657, Obj: 0.008408, No Obj: 0.008211, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022978, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017938, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521928, Class: 0.384147, Obj: 0.010805, No Obj: 0.008190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022737, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401373, Class: 0.518706, Obj: 0.032199, No Obj: 0.017781, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.350080, Class: 0.504832, Obj: 0.006803, No Obj: 0.008129, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 221: 2.127822, 2.472502 avg loss, 0.000002 rate, 3.915945 seconds, 14144 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021246, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475068, Class: 0.771837, Obj: 0.017503, No Obj: 0.017366, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.510494, Class: 0.474836, Obj: 0.010443, No Obj: 0.007991, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023768, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497521, Class: 0.639510, Obj: 0.017643, No Obj: 0.017410, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.389309, Class: 0.549274, Obj: 0.003760, No Obj: 0.008040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.300374, Class: 0.572245, Obj: 0.010627, No Obj: 0.022339, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770348, Class: 0.804713, Obj: 0.007660, No Obj: 0.017251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.477287, Class: 0.504230, Obj: 0.006085, No Obj: 0.007964, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.023354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540579, Class: 0.753615, Obj: 0.014121, No Obj: 0.017379, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.467035, Class: 0.424860, Obj: 0.008553, No Obj: 0.007995, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021592, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553345, Class: 0.790713, Obj: 0.019509, No Obj: 0.017206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419223, Class: 0.524394, Obj: 0.009574, No Obj: 0.007963, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528303, Class: 0.568348, Obj: 0.018389, No Obj: 0.017428, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.330707, Class: 0.466263, Obj: 0.007219, No Obj: 0.008030, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021967, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017474, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526714, Class: 0.647879, Obj: 0.005770, No Obj: 0.007993, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.635600, Class: 0.369436, Obj: 0.014851, No Obj: 0.022476, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431745, Class: 0.738768, Obj: 0.013214, No Obj: 0.017369, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.314176, Class: 0.427011, Obj: 0.016083, No Obj: 0.007930, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 222: 1.745898, 2.399842 avg loss, 0.000002 rate, 3.908876 seconds, 14208 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021540, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508199, Class: 0.490743, Obj: 0.015344, No Obj: 0.016836, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485996, Class: 0.495051, Obj: 0.007468, No Obj: 0.007804, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022490, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016851, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446146, Class: 0.568129, Obj: 0.009459, No Obj: 0.007776, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617560, Class: 0.346974, Obj: 0.004409, No Obj: 0.007974, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021347, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016796, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.332084, Class: 0.462783, Obj: 0.006426, No Obj: 0.007792, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021512, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818689, Class: 0.615222, Obj: 0.005222, No Obj: 0.016813, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.424791, Class: 0.506032, Obj: 0.010612, No Obj: 0.007841, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664530, Class: 0.684051, Obj: 0.015484, No Obj: 0.016840, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365096, Class: 0.514468, Obj: 0.005126, No Obj: 0.007857, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022401, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556153, Class: 0.669692, Obj: 0.011957, No Obj: 0.017050, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.338865, Class: 0.390980, Obj: 0.007477, No Obj: 0.007805, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.022073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380407, Class: 0.783601, Obj: 0.005449, No Obj: 0.017054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475495, Class: 0.589254, Obj: 0.009203, No Obj: 0.007825, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 223: 1.967584, 2.356616 avg loss, 0.000002 rate, 3.911461 seconds, 14272 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021702, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016513, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.255637, Class: 0.378799, Obj: 0.002954, No Obj: 0.007752, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021456, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.324646, Class: 0.876137, Obj: 0.012666, No Obj: 0.016663, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444243, Class: 0.519925, Obj: 0.002832, No Obj: 0.007696, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021732, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.415306, Class: 0.747365, Obj: 0.015953, No Obj: 0.016424, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.367020, Class: 0.530282, Obj: 0.007414, No Obj: 0.007686, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021700, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516016, Class: 0.591977, Obj: 0.014661, No Obj: 0.016676, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.370834, Class: 0.474827, Obj: 0.006245, No Obj: 0.007774, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549255, Class: 0.566137, Obj: 0.011776, No Obj: 0.016542, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.379684, Class: 0.520507, Obj: 0.007397, No Obj: 0.007659, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020611, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016619, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.348332, Class: 0.487591, Obj: 0.004955, No Obj: 0.007663, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020793, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016567, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.331613, Class: 0.522080, Obj: 0.005432, No Obj: 0.007683, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.261449, Class: 0.556235, Obj: 0.009301, No Obj: 0.016647, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.391578, Class: 0.516151, Obj: 0.013634, No Obj: 0.007602, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 224: 2.493400, 2.370294 avg loss, 0.000003 rate, 3.913935 seconds, 14336 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444338, Class: 0.404974, Obj: 0.003649, No Obj: 0.016224, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491327, Class: 0.309376, Obj: 0.006262, No Obj: 0.007505, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764245, Class: 0.706202, Obj: 0.019632, No Obj: 0.016108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.442006, Class: 0.430913, Obj: 0.008186, No Obj: 0.007430, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825915, Class: 0.531723, Obj: 0.016948, No Obj: 0.016116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.269362, Class: 0.449696, Obj: 0.008318, No Obj: 0.007508, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.021040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399915, Class: 0.440880, Obj: 0.008729, No Obj: 0.007436, .5R: 0.090909, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343546, Class: 0.710084, Obj: 0.029383, No Obj: 0.016157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.929477, Class: 0.579440, Obj: 0.002577, No Obj: 0.007480, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019473, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526609, Class: 0.703807, Obj: 0.015815, No Obj: 0.015868, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.376064, Class: 0.438360, Obj: 0.005319, No Obj: 0.007464, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389531, Class: 0.690520, Obj: 0.013921, No Obj: 0.016202, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.564311, Class: 0.486476, Obj: 0.005682, No Obj: 0.007421, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338633, Class: 0.479655, Obj: 0.008962, No Obj: 0.007541, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 225: 1.689697, 2.302234 avg loss, 0.000003 rate, 3.902510 seconds, 14400 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019920, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.350073, Class: 0.538212, Obj: 0.009587, No Obj: 0.015918, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.354898, Class: 0.551317, Obj: 0.022917, No Obj: 0.007353, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.435408, Class: 0.484002, Obj: 0.031534, No Obj: 0.019763, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.682632, Class: 0.756152, Obj: 0.011514, No Obj: 0.015795, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.406429, Class: 0.501428, Obj: 0.005453, No Obj: 0.007307, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823994, Class: 0.786490, Obj: 0.035432, No Obj: 0.015883, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.268164, Class: 0.541699, Obj: 0.003317, No Obj: 0.007340, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019841, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015744, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380653, Class: 0.437810, Obj: 0.006993, No Obj: 0.007289, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666935, Class: 0.635642, Obj: 0.024416, No Obj: 0.015890, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.428301, Class: 0.538864, Obj: 0.005831, No Obj: 0.007347, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.466594, Class: 0.368709, Obj: 0.019938, No Obj: 0.020283, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015803, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378317, Class: 0.539347, Obj: 0.006653, No Obj: 0.007347, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437160, Class: 0.603312, Obj: 0.009345, No Obj: 0.015815, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.410919, Class: 0.419290, Obj: 0.009036, No Obj: 0.007346, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020423, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.229473, Class: 0.538390, Obj: 0.012901, No Obj: 0.015774, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.355285, Class: 0.410917, Obj: 0.005655, No Obj: 0.007329, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 226: 1.744994, 2.246511 avg loss, 0.000003 rate, 3.909022 seconds, 14464 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015467, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388948, Class: 0.490052, Obj: 0.005003, No Obj: 0.007159, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019293, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503370, Class: 0.752435, Obj: 0.007841, No Obj: 0.015452, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007159, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020633, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485545, Class: 0.588144, Obj: 0.011528, No Obj: 0.015689, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.236284, Class: 0.543876, Obj: 0.002031, No Obj: 0.007152, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347785, Class: 0.667089, Obj: 0.012925, No Obj: 0.015358, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.328764, Class: 0.383480, Obj: 0.002225, No Obj: 0.007162, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.020634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503897, Class: 0.707711, Obj: 0.014864, No Obj: 0.015640, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.378929, Class: 0.520118, Obj: 0.014270, No Obj: 0.007253, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019548, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688662, Class: 0.394357, Obj: 0.009478, No Obj: 0.015487, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482072, Class: 0.509864, Obj: 0.006488, No Obj: 0.007167, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019700, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383775, Class: 0.681873, Obj: 0.011373, No Obj: 0.015564, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.298435, Class: 0.396702, Obj: 0.004483, No Obj: 0.007209, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018812, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015411, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384969, Class: 0.442467, Obj: 0.006879, No Obj: 0.007172, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 227: 1.436160, 2.165475 avg loss, 0.000003 rate, 3.915328 seconds, 14528 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556255, Class: 0.454294, Obj: 0.005848, No Obj: 0.007056, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018507, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419790, Class: 0.652845, Obj: 0.009009, No Obj: 0.015104, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.465542, Class: 0.529288, Obj: 0.005690, No Obj: 0.007093, .5R: 0.444444, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.563588, Class: 0.196070, Obj: 0.044297, No Obj: 0.019950, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.304285, Class: 0.622023, Obj: 0.004814, No Obj: 0.015200, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.301620, Class: 0.435295, Obj: 0.004604, No Obj: 0.007034, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019393, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427569, Class: 0.573585, Obj: 0.015903, No Obj: 0.015225, .5R: 0.400000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.315954, Class: 0.424907, Obj: 0.005306, No Obj: 0.007069, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018833, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584329, Class: 0.513485, Obj: 0.018444, No Obj: 0.015137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.326734, Class: 0.371998, Obj: 0.003848, No Obj: 0.007002, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018770, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355579, Class: 0.578465, Obj: 0.022071, No Obj: 0.014858, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.280831, Class: 0.574187, Obj: 0.007418, No Obj: 0.006994, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019499, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344275, Class: 0.514094, Obj: 0.007977, No Obj: 0.007033, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019604, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440571, Class: 0.394942, Obj: 0.004937, No Obj: 0.007056, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 228: 1.863866, 2.135314 avg loss, 0.000003 rate, 3.907992 seconds, 14592 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018653, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393409, Class: 0.506128, Obj: 0.008743, No Obj: 0.006821, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.664854, Class: 0.487625, Obj: 0.015568, No Obj: 0.018810, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.400400, Class: 0.445420, Obj: 0.010833, No Obj: 0.014857, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.325886, Class: 0.413520, Obj: 0.005649, No Obj: 0.006870, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019710, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510666, Class: 0.604186, Obj: 0.014247, No Obj: 0.014815, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.352947, Class: 0.489055, Obj: 0.004734, No Obj: 0.006898, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018886, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553578, Class: 0.723745, Obj: 0.018452, No Obj: 0.014769, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420545, Class: 0.509737, Obj: 0.005705, No Obj: 0.006869, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018849, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325463, Class: 0.633265, Obj: 0.007997, No Obj: 0.014811, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.425152, Class: 0.473972, Obj: 0.004045, No Obj: 0.006919, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.297616, Class: 0.667257, Obj: 0.014984, No Obj: 0.014932, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.447552, Class: 0.450249, Obj: 0.011552, No Obj: 0.006930, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017977, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509849, Class: 0.482228, Obj: 0.003345, No Obj: 0.014759, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.340684, Class: 0.630209, Obj: 0.006176, No Obj: 0.006866, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018627, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.409243, Class: 0.724319, Obj: 0.021426, No Obj: 0.014811, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.314175, Class: 0.410867, Obj: 0.006295, No Obj: 0.006858, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 229: 1.786960, 2.100479 avg loss, 0.000003 rate, 3.905440 seconds, 14656 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018475, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014282, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.358526, Class: 0.511035, Obj: 0.006513, No Obj: 0.006737, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570232, Class: 0.689485, Obj: 0.002864, No Obj: 0.014478, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.317748, Class: 0.415700, Obj: 0.005248, No Obj: 0.006757, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018661, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381498, Class: 0.635269, Obj: 0.015561, No Obj: 0.014467, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.507985, Class: 0.530380, Obj: 0.003871, No Obj: 0.006720, .5R: 0.375000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.225713, Class: 0.435660, Obj: 0.043413, No Obj: 0.017941, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014503, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456427, Class: 0.492229, Obj: 0.007920, No Obj: 0.006736, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.324974, Class: 0.486858, Obj: 0.023519, No Obj: 0.018590, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.443165, Class: 0.709449, Obj: 0.012678, No Obj: 0.014630, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.257012, Class: 0.448754, Obj: 0.008606, No Obj: 0.006742, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017759, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014465, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.323880, Class: 0.514328, Obj: 0.003989, No Obj: 0.006725, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018481, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.422697, Class: 0.633388, Obj: 0.014613, No Obj: 0.014437, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.523215, Class: 0.397308, Obj: 0.005287, No Obj: 0.006709, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453302, Class: 0.425769, Obj: 0.013953, No Obj: 0.014461, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.455415, Class: 0.401273, Obj: 0.005036, No Obj: 0.006721, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 230: 2.033464, 2.093778 avg loss, 0.000003 rate, 3.901844 seconds, 14720 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.330719, Class: 0.531348, Obj: 0.044443, No Obj: 0.019018, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.382470, Class: 0.615749, Obj: 0.013209, No Obj: 0.014265, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.609345, Class: 0.469575, Obj: 0.006990, No Obj: 0.006637, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710955, Class: 0.586324, Obj: 0.013498, No Obj: 0.014080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342187, Class: 0.505060, Obj: 0.007042, No Obj: 0.006629, .5R: 0.111111, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540578, Class: 0.643822, Obj: 0.010842, No Obj: 0.014104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.692478, Class: 0.689378, Obj: 0.001900, No Obj: 0.006572, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.278918, Class: 0.715277, Obj: 0.011594, No Obj: 0.014232, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.340980, Class: 0.580272, Obj: 0.008464, No Obj: 0.006597, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018722, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496741, Class: 0.537402, Obj: 0.005329, No Obj: 0.006606, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018915, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.266290, Class: 0.681170, Obj: 0.013226, No Obj: 0.014310, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.298179, Class: 0.513901, Obj: 0.009947, No Obj: 0.006615, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.289586, Class: 0.459031, Obj: 0.064730, No Obj: 0.019332, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.239740, Class: 0.637518, Obj: 0.017102, No Obj: 0.014223, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434115, Class: 0.417306, Obj: 0.006521, No Obj: 0.006595, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.365973, Class: 0.499612, Obj: 0.033460, No Obj: 0.017370, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.240512, Class: 0.277622, Obj: 0.006171, No Obj: 0.014057, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354816, Class: 0.611546, Obj: 0.005555, No Obj: 0.006578, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 231: 1.840675, 2.068467 avg loss, 0.000003 rate, 3.906709 seconds, 14784 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017623, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013822, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679171, Class: 0.537730, Obj: 0.028855, No Obj: 0.006464, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.201414, Class: 0.615924, Obj: 0.010775, No Obj: 0.013859, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.402053, Class: 0.479691, Obj: 0.005922, No Obj: 0.006443, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.284075, Class: 0.322083, Obj: 0.019094, No Obj: 0.018267, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.407033, Class: 0.754235, Obj: 0.008914, No Obj: 0.013896, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.192576, Class: 0.543540, Obj: 0.005980, No Obj: 0.006477, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016795, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013807, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.322499, Class: 0.528586, Obj: 0.003700, No Obj: 0.006458, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.019150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.332675, Class: 0.473122, Obj: 0.032229, No Obj: 0.014002, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392730, Class: 0.504752, Obj: 0.008375, No Obj: 0.006521, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013840, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.507779, Class: 0.513188, Obj: 0.005882, No Obj: 0.006390, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.322524, Class: 0.473900, Obj: 0.009710, No Obj: 0.017755, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.230650, Class: 0.738618, Obj: 0.011798, No Obj: 0.013805, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577547, Class: 0.480919, Obj: 0.005491, No Obj: 0.006537, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.390523, Class: 0.625440, Obj: 0.028507, No Obj: 0.017930, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013769, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.540524, Class: 0.433420, Obj: 0.011077, No Obj: 0.006521, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 232: 1.568701, 2.018491 avg loss, 0.000003 rate, 3.911766 seconds, 14848 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017989, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013670, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377094, Class: 0.474871, Obj: 0.003916, No Obj: 0.006376, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.511159, Class: 0.558649, Obj: 0.010146, No Obj: 0.016739, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.428608, Class: 0.590783, Obj: 0.014101, No Obj: 0.013510, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.396004, Class: 0.513486, Obj: 0.006231, No Obj: 0.006298, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323142, Class: 0.567581, Obj: 0.010122, No Obj: 0.013413, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.361744, Class: 0.674627, Obj: 0.011389, No Obj: 0.006298, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017847, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013653, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586229, Class: 0.427361, Obj: 0.009442, No Obj: 0.006399, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017602, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.314849, Class: 0.517629, Obj: 0.006792, No Obj: 0.013551, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382564, Class: 0.432101, Obj: 0.006504, No Obj: 0.006314, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017864, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325018, Class: 0.627094, Obj: 0.003746, No Obj: 0.013566, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.295441, Class: 0.520156, Obj: 0.005158, No Obj: 0.006289, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.018270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.395660, Class: 0.532731, Obj: 0.008646, No Obj: 0.013537, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379118, Class: 0.448359, Obj: 0.005431, No Obj: 0.006325, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.387003, Class: 0.379018, Obj: 0.007687, No Obj: 0.016777, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013603, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.245932, Class: 0.359284, Obj: 0.004384, No Obj: 0.006312, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 233: 1.547764, 1.971418 avg loss, 0.000003 rate, 3.912846 seconds, 14912 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016998, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013272, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.318971, Class: 0.509672, Obj: 0.006718, No Obj: 0.006225, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.129122, Class: 0.577898, Obj: 0.015741, No Obj: 0.016418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013396, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.317200, Class: 0.416023, Obj: 0.006530, No Obj: 0.006270, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.577948, Class: 0.454835, Obj: 0.012798, No Obj: 0.016851, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.645329, Class: 0.616541, Obj: 0.005314, No Obj: 0.013294, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.446158, Class: 0.544194, Obj: 0.006151, No Obj: 0.006241, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.213361, Class: 0.853242, Obj: 0.007923, No Obj: 0.013078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394060, Class: 0.509791, Obj: 0.005447, No Obj: 0.006212, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016859, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762437, Class: 0.620544, Obj: 0.012683, No Obj: 0.013265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.189050, Class: 0.401552, Obj: 0.003892, No Obj: 0.006195, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016909, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013399, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486477, Class: 0.566957, Obj: 0.003648, No Obj: 0.006232, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016947, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463243, Class: 0.582310, Obj: 0.005312, No Obj: 0.013228, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418058, Class: 0.261928, Obj: 0.001139, No Obj: 0.006175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016632, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013259, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.257385, Class: 0.447077, Obj: 0.003758, No Obj: 0.006234, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 234: 1.406422, 1.914918 avg loss, 0.000003 rate, 3.909803 seconds, 14976 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.185907, Class: 0.442651, Obj: 0.011383, No Obj: 0.017443, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485950, Class: 0.408968, Obj: 0.004775, No Obj: 0.006070, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.397719, Class: 0.526538, Obj: 0.018811, No Obj: 0.016796, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.220745, Class: 0.625781, Obj: 0.009223, No Obj: 0.012998, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.500346, Class: 0.430232, Obj: 0.009218, No Obj: 0.006048, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016435, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450877, Class: 0.671719, Obj: 0.020982, No Obj: 0.013064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.276529, Class: 0.561969, Obj: 0.009536, No Obj: 0.006127, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.204670, Class: 0.642956, Obj: 0.012210, No Obj: 0.012937, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362858, Class: 0.543129, Obj: 0.005897, No Obj: 0.006068, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015987, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012848, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.321454, Class: 0.462583, Obj: 0.003729, No Obj: 0.006049, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515562, Class: 0.550176, Obj: 0.014016, No Obj: 0.013171, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.437854, Class: 0.407080, Obj: 0.004792, No Obj: 0.006124, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016614, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356510, Class: 0.753500, Obj: 0.022909, No Obj: 0.012994, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.209057, Class: 0.479166, Obj: 0.005651, No Obj: 0.006074, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.369795, Class: 0.559668, Obj: 0.020803, No Obj: 0.017169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.422564, Class: 0.723386, Obj: 0.007973, No Obj: 0.013000, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.330843, Class: 0.509635, Obj: 0.005321, No Obj: 0.006089, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 235: 1.987047, 1.922131 avg loss, 0.000003 rate, 3.903765 seconds, 15040 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.721051, Class: 0.446344, Obj: 0.027116, No Obj: 0.017103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.348481, Class: 0.608822, Obj: 0.006272, No Obj: 0.012802, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514816, Class: 0.473323, Obj: 0.007059, No Obj: 0.005969, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.730449, Class: 0.507349, Obj: 0.021257, No Obj: 0.017302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012909, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388959, Class: 0.455682, Obj: 0.005874, No Obj: 0.006029, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012730, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464638, Class: 0.481947, Obj: 0.003301, No Obj: 0.005979, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519125, Class: 0.614923, Obj: 0.011728, No Obj: 0.012661, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.405538, Class: 0.486992, Obj: 0.003444, No Obj: 0.005927, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.558031, Class: 0.327347, Obj: 0.023097, No Obj: 0.016085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.474291, Class: 0.683748, Obj: 0.013496, No Obj: 0.012685, .5R: 0.500000, .75R: 0.166667, count: 6 Region 106 Avg IOU: 0.243318, Class: 0.619218, Obj: 0.007120, No Obj: 0.005986, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015520, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328923, Class: 0.694211, Obj: 0.011846, No Obj: 0.012597, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.300354, Class: 0.403653, Obj: 0.002581, No Obj: 0.005910, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.017217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480191, Class: 0.538002, Obj: 0.006771, No Obj: 0.012907, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.290465, Class: 0.492762, Obj: 0.008250, No Obj: 0.005987, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012546, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436267, Class: 0.377268, Obj: 0.003553, No Obj: 0.005903, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 236: 1.769596, 1.906878 avg loss, 0.000003 rate, 3.908821 seconds, 15104 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497600, Class: 0.583776, Obj: 0.008192, No Obj: 0.012409, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.289996, Class: 0.457386, Obj: 0.002115, No Obj: 0.005836, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464839, Class: 0.734381, Obj: 0.019630, No Obj: 0.012548, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498967, Class: 0.478717, Obj: 0.006564, No Obj: 0.005864, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014856, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561402, Class: 0.727137, Obj: 0.009934, No Obj: 0.012282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371657, Class: 0.361032, Obj: 0.004481, No Obj: 0.005838, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.382608, Class: 0.323548, Obj: 0.018125, No Obj: 0.015937, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012501, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310778, Class: 0.516513, Obj: 0.006364, No Obj: 0.005855, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012403, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462607, Class: 0.491152, Obj: 0.004877, No Obj: 0.005856, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015577, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568710, Class: 0.464407, Obj: 0.007335, No Obj: 0.012482, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.290953, Class: 0.415965, Obj: 0.002580, No Obj: 0.005859, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014860, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456280, Class: 0.638810, Obj: 0.005846, No Obj: 0.012392, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.313910, Class: 0.401608, Obj: 0.005058, No Obj: 0.005831, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.016295, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.296665, Class: 0.720956, Obj: 0.011719, No Obj: 0.012477, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.193735, Class: 0.487316, Obj: 0.003749, No Obj: 0.005842, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 237: 1.869994, 1.903189 avg loss, 0.000003 rate, 3.908329 seconds, 15168 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015525, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544025, Class: 0.417963, Obj: 0.014276, No Obj: 0.012172, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.423249, Class: 0.477133, Obj: 0.009589, No Obj: 0.005792, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633962, Class: 0.490421, Obj: 0.002283, No Obj: 0.005724, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012183, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.360005, Class: 0.511504, Obj: 0.007560, No Obj: 0.005723, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.279574, Class: 0.386855, Obj: 0.015492, No Obj: 0.012228, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.323252, Class: 0.451191, Obj: 0.005620, No Obj: 0.005734, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.359092, Class: 0.353282, Obj: 0.025965, No Obj: 0.015401, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.317915, Class: 0.741358, Obj: 0.004794, No Obj: 0.012148, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.305134, Class: 0.548307, Obj: 0.006431, No Obj: 0.005743, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014909, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711977, Class: 0.687954, Obj: 0.010039, No Obj: 0.012223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339783, Class: 0.511849, Obj: 0.006008, No Obj: 0.005747, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.316669, Class: 0.443665, Obj: 0.011387, No Obj: 0.015398, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.394164, Class: 0.546536, Obj: 0.042403, No Obj: 0.012102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492991, Class: 0.515093, Obj: 0.007690, No Obj: 0.005746, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015722, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479331, Class: 0.337163, Obj: 0.008469, No Obj: 0.012134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.335174, Class: 0.413644, Obj: 0.004465, No Obj: 0.005659, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 238: 1.955209, 1.908391 avg loss, 0.000003 rate, 3.905442 seconds, 15232 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775798, Class: 0.537716, Obj: 0.010711, No Obj: 0.011914, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.403556, Class: 0.399388, Obj: 0.003813, No Obj: 0.005579, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014716, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580666, Class: 0.744803, Obj: 0.007302, No Obj: 0.011895, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.283653, Class: 0.572268, Obj: 0.002694, No Obj: 0.005607, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014857, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521519, Class: 0.751291, Obj: 0.005657, No Obj: 0.011978, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411679, Class: 0.487267, Obj: 0.002759, No Obj: 0.005642, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011964, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463980, Class: 0.458265, Obj: 0.004010, No Obj: 0.005607, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014707, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665610, Class: 0.694455, Obj: 0.005104, No Obj: 0.011835, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511628, Class: 0.499514, Obj: 0.006731, No Obj: 0.005610, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015619, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556954, Class: 0.756898, Obj: 0.007472, No Obj: 0.012007, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.383009, Class: 0.431532, Obj: 0.005776, No Obj: 0.005644, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014911, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612211, Class: 0.670758, Obj: 0.012993, No Obj: 0.011970, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.301672, Class: 0.477737, Obj: 0.013888, No Obj: 0.005592, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015455, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681561, Class: 0.490410, Obj: 0.008850, No Obj: 0.012061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334121, Class: 0.527495, Obj: 0.005004, No Obj: 0.005588, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 239: 1.476046, 1.865157 avg loss, 0.000003 rate, 3.902411 seconds, 15296 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014770, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530222, Class: 0.496119, Obj: 0.011677, No Obj: 0.011733, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.469253, Class: 0.465226, Obj: 0.004474, No Obj: 0.005514, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.213369, Class: 0.706513, Obj: 0.007431, No Obj: 0.011727, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381548, Class: 0.421135, Obj: 0.012882, No Obj: 0.005493, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504905, Class: 0.720021, Obj: 0.011149, No Obj: 0.011725, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.080296, Class: 0.490646, Obj: 0.007136, No Obj: 0.005520, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015434, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.221805, Class: 0.655647, Obj: 0.006718, No Obj: 0.011725, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600160, Class: 0.478858, Obj: 0.011251, No Obj: 0.005539, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.694534, Class: 0.269039, Obj: 0.009373, No Obj: 0.014619, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011653, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447135, Class: 0.533837, Obj: 0.003835, No Obj: 0.005481, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014825, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011613, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398455, Class: 0.515541, Obj: 0.004655, No Obj: 0.005450, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.337342, Class: 0.410734, Obj: 0.016068, No Obj: 0.015509, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.291662, Class: 0.597448, Obj: 0.006228, No Obj: 0.011709, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.430735, Class: 0.503997, Obj: 0.004361, No Obj: 0.005514, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014748, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011726, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594906, Class: 0.389920, Obj: 0.010171, No Obj: 0.005469, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 240: 1.263807, 1.805022 avg loss, 0.000003 rate, 3.896443 seconds, 15360 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013963, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.160152, Class: 0.695350, Obj: 0.011382, No Obj: 0.011331, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412327, Class: 0.482873, Obj: 0.004233, No Obj: 0.005387, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014881, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608936, Class: 0.688971, Obj: 0.015872, No Obj: 0.011545, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.465089, Class: 0.492594, Obj: 0.005199, No Obj: 0.005417, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014648, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.334145, Class: 0.507725, Obj: 0.013981, No Obj: 0.011585, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384427, Class: 0.535142, Obj: 0.004553, No Obj: 0.005444, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011514, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298104, Class: 0.639918, Obj: 0.004841, No Obj: 0.005388, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.371205, Class: 0.267476, Obj: 0.015903, No Obj: 0.011648, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687397, Class: 0.426689, Obj: 0.002884, No Obj: 0.005401, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420800, Class: 0.728480, Obj: 0.022894, No Obj: 0.011357, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397983, Class: 0.455182, Obj: 0.004661, No Obj: 0.005367, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362573, Class: 0.711425, Obj: 0.003250, No Obj: 0.011526, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365460, Class: 0.538004, Obj: 0.003967, No Obj: 0.005390, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014371, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309051, Class: 0.483844, Obj: 0.022208, No Obj: 0.011400, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458791, Class: 0.637425, Obj: 0.003299, No Obj: 0.005361, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 241: 1.256331, 1.750153 avg loss, 0.000003 rate, 3.914719 seconds, 15424 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.276500, Class: 0.665751, Obj: 0.006585, No Obj: 0.011235, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.340239, Class: 0.461219, Obj: 0.007893, No Obj: 0.005301, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011392, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.215799, Class: 0.386848, Obj: 0.006817, No Obj: 0.005352, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014516, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011305, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365595, Class: 0.481437, Obj: 0.003372, No Obj: 0.005286, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.420253, Class: 0.359024, Obj: 0.021781, No Obj: 0.014064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.378745, Class: 0.343132, Obj: 0.011707, No Obj: 0.011213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381660, Class: 0.477998, Obj: 0.002696, No Obj: 0.005301, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.015075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629785, Class: 0.676098, Obj: 0.005576, No Obj: 0.011469, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.416237, Class: 0.508158, Obj: 0.004419, No Obj: 0.005317, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514362, Class: 0.717521, Obj: 0.006664, No Obj: 0.011129, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.465428, Class: 0.428321, Obj: 0.002394, No Obj: 0.005252, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013807, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.321441, Class: 0.541210, Obj: 0.015048, No Obj: 0.011096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.473827, Class: 0.405565, Obj: 0.005141, No Obj: 0.005251, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013899, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516306, Class: 0.555434, Obj: 0.013230, No Obj: 0.011174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.281780, Class: 0.503712, Obj: 0.006517, No Obj: 0.005268, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 242: 1.415469, 1.716684 avg loss, 0.000003 rate, 3.890899 seconds, 15488 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464758, Class: 0.634499, Obj: 0.007804, No Obj: 0.011039, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554760, Class: 0.543332, Obj: 0.006771, No Obj: 0.005182, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014416, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521310, Class: 0.382779, Obj: 0.015005, No Obj: 0.011073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451906, Class: 0.471600, Obj: 0.013356, No Obj: 0.005192, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013887, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010950, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464571, Class: 0.294672, Obj: 0.007097, No Obj: 0.005126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.408957, Class: 0.515875, Obj: 0.021999, No Obj: 0.014044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.492918, Class: 0.783790, Obj: 0.007237, No Obj: 0.011022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.252674, Class: 0.387701, Obj: 0.004153, No Obj: 0.005182, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.406167, Class: 0.608131, Obj: 0.012934, No Obj: 0.013523, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.645190, Class: 0.610297, Obj: 0.012559, No Obj: 0.010952, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.323774, Class: 0.463936, Obj: 0.004560, No Obj: 0.005189, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.303672, Class: 0.462336, Obj: 0.006760, No Obj: 0.014116, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.554022, Class: 0.716902, Obj: 0.005074, No Obj: 0.010942, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659159, Class: 0.668626, Obj: 0.004542, No Obj: 0.005152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774399, Class: 0.607158, Obj: 0.010031, No Obj: 0.010895, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.400447, Class: 0.412162, Obj: 0.003488, No Obj: 0.005137, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014706, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673593, Class: 0.465648, Obj: 0.027904, No Obj: 0.011083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472558, Class: 0.556920, Obj: 0.005867, No Obj: 0.005173, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 243: 1.475802, 1.692596 avg loss, 0.000003 rate, 3.905087 seconds, 15552 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013658, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304902, Class: 0.824741, Obj: 0.015465, No Obj: 0.010841, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.172107, Class: 0.398943, Obj: 0.003189, No Obj: 0.005072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013622, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481206, Class: 0.735870, Obj: 0.014575, No Obj: 0.010687, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.317145, Class: 0.483458, Obj: 0.003008, No Obj: 0.005069, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535981, Class: 0.581673, Obj: 0.012623, No Obj: 0.010778, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.396198, Class: 0.463442, Obj: 0.006703, No Obj: 0.005120, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010838, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.254064, Class: 0.437373, Obj: 0.001601, No Obj: 0.005079, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013856, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010852, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.207606, Class: 0.427454, Obj: 0.008690, No Obj: 0.005099, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010954, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.186937, Class: 0.512706, Obj: 0.002469, No Obj: 0.005222, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014372, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593989, Class: 0.607870, Obj: 0.009598, No Obj: 0.010864, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.387912, Class: 0.546742, Obj: 0.002428, No Obj: 0.005098, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010772, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.345999, Class: 0.495703, Obj: 0.004458, No Obj: 0.005087, .5R: 0.125000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 244: 1.483562, 1.671693 avg loss, 0.000004 rate, 3.911803 seconds, 15616 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.536695, Class: 0.449456, Obj: 0.019510, No Obj: 0.013308, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010574, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494399, Class: 0.432526, Obj: 0.005768, No Obj: 0.005027, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010494, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380013, Class: 0.467225, Obj: 0.002168, No Obj: 0.004953, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.306663, Class: 0.697219, Obj: 0.004421, No Obj: 0.010571, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.234291, Class: 0.410201, Obj: 0.006288, No Obj: 0.004954, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010550, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338288, Class: 0.402712, Obj: 0.003232, No Obj: 0.004962, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013717, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557440, Class: 0.355284, Obj: 0.022932, No Obj: 0.010652, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502055, Class: 0.547565, Obj: 0.006304, No Obj: 0.004972, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726068, Class: 0.499477, Obj: 0.006941, No Obj: 0.010500, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392696, Class: 0.655237, Obj: 0.003870, No Obj: 0.004971, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.014197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309594, Class: 0.636475, Obj: 0.006997, No Obj: 0.010732, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004999, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418616, Class: 0.680016, Obj: 0.007886, No Obj: 0.010520, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.448857, Class: 0.584147, Obj: 0.007728, No Obj: 0.004987, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 245: 1.085240, 1.613047 avg loss, 0.000004 rate, 3.897923 seconds, 15680 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.294156, Class: 0.418836, Obj: 0.008299, No Obj: 0.010476, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425031, Class: 0.430319, Obj: 0.008413, No Obj: 0.004889, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013325, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701449, Class: 0.644227, Obj: 0.005374, No Obj: 0.010400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600780, Class: 0.572747, Obj: 0.007625, No Obj: 0.004889, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.407359, Class: 0.236144, Obj: 0.009461, No Obj: 0.012966, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.318451, Class: 0.531763, Obj: 0.012038, No Obj: 0.010262, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.443489, Class: 0.568545, Obj: 0.004524, No Obj: 0.004874, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010309, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406870, Class: 0.513787, Obj: 0.003067, No Obj: 0.004928, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012776, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010229, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397471, Class: 0.500171, Obj: 0.003186, No Obj: 0.004895, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.290471, Class: 0.345502, Obj: 0.005368, No Obj: 0.012935, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628337, Class: 0.540405, Obj: 0.004532, No Obj: 0.010319, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.466770, Class: 0.529132, Obj: 0.005577, No Obj: 0.004932, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010333, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466582, Class: 0.484732, Obj: 0.004769, No Obj: 0.004866, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013283, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.183480, Class: 0.675207, Obj: 0.009980, No Obj: 0.010400, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417974, Class: 0.377677, Obj: 0.003133, No Obj: 0.004853, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 246: 1.363111, 1.588054 avg loss, 0.000004 rate, 3.905880 seconds, 15744 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.197109, Class: 0.856485, Obj: 0.008761, No Obj: 0.010078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526557, Class: 0.483450, Obj: 0.005222, No Obj: 0.004744, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010213, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407469, Class: 0.504765, Obj: 0.004950, No Obj: 0.004803, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557252, Class: 0.694804, Obj: 0.011795, No Obj: 0.010229, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.329131, Class: 0.416505, Obj: 0.002402, No Obj: 0.004790, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012819, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499460, Class: 0.452880, Obj: 0.005346, No Obj: 0.004787, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012934, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480706, Class: 0.424741, Obj: 0.005789, No Obj: 0.004694, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.333197, Class: 0.460482, Obj: 0.021528, No Obj: 0.012606, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451500, Class: 0.547988, Obj: 0.003545, No Obj: 0.004782, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012996, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412650, Class: 0.486736, Obj: 0.008911, No Obj: 0.010152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433436, Class: 0.599181, Obj: 0.005284, No Obj: 0.004791, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013582, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.305507, Class: 0.566115, Obj: 0.007210, No Obj: 0.010250, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.280379, Class: 0.521052, Obj: 0.002104, No Obj: 0.004814, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 247: 1.289879, 1.558236 avg loss, 0.000004 rate, 3.903842 seconds, 15808 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012722, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514171, Class: 0.751932, Obj: 0.007743, No Obj: 0.009988, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.156803, Class: 0.567735, Obj: 0.000325, No Obj: 0.004720, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012587, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009982, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366115, Class: 0.350263, Obj: 0.003175, No Obj: 0.004662, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012470, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423013, Class: 0.430318, Obj: 0.004922, No Obj: 0.004702, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012642, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661484, Class: 0.606306, Obj: 0.010009, No Obj: 0.010026, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.229541, Class: 0.571243, Obj: 0.002618, No Obj: 0.004656, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012367, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338377, Class: 0.451046, Obj: 0.002777, No Obj: 0.004699, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.454374, Class: 0.269465, Obj: 0.004512, No Obj: 0.012621, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009963, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474816, Class: 0.591166, Obj: 0.005831, No Obj: 0.004689, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012667, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361305, Class: 0.471492, Obj: 0.012988, No Obj: 0.009905, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381145, Class: 0.476900, Obj: 0.005133, No Obj: 0.004682, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494293, Class: 0.711997, Obj: 0.010574, No Obj: 0.010225, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.295673, Class: 0.549221, Obj: 0.003033, No Obj: 0.004718, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 248: 1.189187, 1.521331 avg loss, 0.000004 rate, 3.905903 seconds, 15872 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.469064, Class: 0.410295, Obj: 0.011848, No Obj: 0.012778, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009790, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.291869, Class: 0.433092, Obj: 0.006592, No Obj: 0.004622, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.013174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601674, Class: 0.612652, Obj: 0.006762, No Obj: 0.009800, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412702, Class: 0.541238, Obj: 0.002837, No Obj: 0.004621, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.745070, Class: 0.284011, Obj: 0.024838, No Obj: 0.012997, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009910, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730622, Class: 0.528839, Obj: 0.003578, No Obj: 0.004625, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011994, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411811, Class: 0.400073, Obj: 0.008648, No Obj: 0.009754, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.499149, Class: 0.417768, Obj: 0.007337, No Obj: 0.004607, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613152, Class: 0.484235, Obj: 0.008120, No Obj: 0.009723, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.453886, Class: 0.463614, Obj: 0.003358, No Obj: 0.004594, .5R: 0.400000, .75R: 0.100000, count: 10 Region 82 Avg IOU: 0.256940, Class: 0.518924, Obj: 0.022670, No Obj: 0.012452, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.491564, Class: 0.734443, Obj: 0.006104, No Obj: 0.009783, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.230260, Class: 0.388878, Obj: 0.004070, No Obj: 0.004572, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011993, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009797, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.176240, Class: 0.427674, Obj: 0.002089, No Obj: 0.004636, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.307506, Class: 0.325622, Obj: 0.028553, No Obj: 0.012886, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009857, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004633, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 249: 1.225247, 1.491723 avg loss, 0.000004 rate, 3.906675 seconds, 15936 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.471925, Class: 0.401506, Obj: 0.007742, No Obj: 0.012071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009652, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434736, Class: 0.329730, Obj: 0.002721, No Obj: 0.004505, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009453, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.336073, Class: 0.439988, Obj: 0.004689, No Obj: 0.004450, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.549713, Class: 0.532943, Obj: 0.011756, No Obj: 0.012345, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.477659, Class: 0.539122, Obj: 0.007465, No Obj: 0.009567, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.367422, Class: 0.431521, Obj: 0.004714, No Obj: 0.004513, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.555507, Class: 0.391743, Obj: 0.016864, No Obj: 0.011960, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.267264, Class: 0.791596, Obj: 0.009359, No Obj: 0.009562, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250924, Class: 0.550719, Obj: 0.003334, No Obj: 0.004509, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009609, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465593, Class: 0.444266, Obj: 0.002965, No Obj: 0.004530, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011497, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749881, Class: 0.777920, Obj: 0.007454, No Obj: 0.009486, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419517, Class: 0.300543, Obj: 0.001117, No Obj: 0.004505, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012352, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009566, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.420398, Class: 0.408336, Obj: 0.004911, No Obj: 0.004541, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012407, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455929, Class: 0.439829, Obj: 0.010990, No Obj: 0.009619, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.423990, Class: 0.460334, Obj: 0.004461, No Obj: 0.004509, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 250: 1.353872, 1.477938 avg loss, 0.000004 rate, 3.899006 seconds, 16000 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012383, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610699, Class: 0.644072, Obj: 0.004917, No Obj: 0.009480, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.285956, Class: 0.516255, Obj: 0.004969, No Obj: 0.004446, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529086, Class: 0.396404, Obj: 0.005602, No Obj: 0.009501, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520639, Class: 0.415329, Obj: 0.006281, No Obj: 0.004458, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.349032, Class: 0.455299, Obj: 0.017254, No Obj: 0.012036, .5R: 0.000000, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.282254, Class: 0.408944, Obj: 0.012067, No Obj: 0.009377, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413981, Class: 0.404038, Obj: 0.003747, No Obj: 0.004421, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011738, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448066, Class: 0.663023, Obj: 0.004136, No Obj: 0.009355, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.538359, Class: 0.457707, Obj: 0.002822, No Obj: 0.004417, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009459, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354489, Class: 0.456503, Obj: 0.003590, No Obj: 0.004428, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.330671, Class: 0.439862, Obj: 0.010950, No Obj: 0.011548, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009375, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559297, Class: 0.590880, Obj: 0.005135, No Obj: 0.004433, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.182692, Class: 0.465082, Obj: 0.031025, No Obj: 0.011829, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009343, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.123332, Class: 0.521514, Obj: 0.002308, No Obj: 0.004429, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.551750, Class: 0.351436, Obj: 0.025316, No Obj: 0.011567, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.235879, Class: 0.618320, Obj: 0.007711, No Obj: 0.009363, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.349206, Class: 0.536372, Obj: 0.008262, No Obj: 0.004437, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 251: 1.311022, 1.461246 avg loss, 0.000004 rate, 3.903485 seconds, 16064 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.249938, Class: 0.698626, Obj: 0.010830, No Obj: 0.011006, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.355463, Class: 0.679222, Obj: 0.010559, No Obj: 0.009153, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.261292, Class: 0.488143, Obj: 0.005949, No Obj: 0.004349, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011499, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483983, Class: 0.482421, Obj: 0.007250, No Obj: 0.009215, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.490426, Class: 0.505033, Obj: 0.005855, No Obj: 0.004397, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445176, Class: 0.759010, Obj: 0.008177, No Obj: 0.009261, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458470, Class: 0.430698, Obj: 0.003446, No Obj: 0.004360, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.012032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009298, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416189, Class: 0.384155, Obj: 0.009277, No Obj: 0.004388, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398286, Class: 0.754171, Obj: 0.007009, No Obj: 0.009172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365556, Class: 0.448280, Obj: 0.005784, No Obj: 0.004325, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.415843, Class: 0.513164, Obj: 0.019190, No Obj: 0.011909, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.655686, Class: 0.511872, Obj: 0.005130, No Obj: 0.009260, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465692, Class: 0.508382, Obj: 0.004907, No Obj: 0.004348, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.483334, Class: 0.304958, Obj: 0.009279, No Obj: 0.012045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009294, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298702, Class: 0.515814, Obj: 0.002333, No Obj: 0.004428, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377976, Class: 0.604708, Obj: 0.005973, No Obj: 0.009142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360038, Class: 0.488754, Obj: 0.008707, No Obj: 0.004376, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 252: 1.332916, 1.448413 avg loss, 0.000004 rate, 3.910107 seconds, 16128 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259255, Class: 0.738375, Obj: 0.009854, No Obj: 0.008990, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.475946, Class: 0.505022, Obj: 0.005434, No Obj: 0.004246, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634877, Class: 0.661370, Obj: 0.004583, No Obj: 0.009005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463547, Class: 0.478884, Obj: 0.003946, No Obj: 0.004284, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008977, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604966, Class: 0.422781, Obj: 0.004097, No Obj: 0.004247, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010642, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601802, Class: 0.724247, Obj: 0.014621, No Obj: 0.008952, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.410419, Class: 0.504308, Obj: 0.004185, No Obj: 0.004224, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673536, Class: 0.706272, Obj: 0.003330, No Obj: 0.008970, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526884, Class: 0.501892, Obj: 0.001078, No Obj: 0.004234, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.390366, Class: 0.320965, Obj: 0.004668, No Obj: 0.004286, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.268418, Class: 0.528258, Obj: 0.028270, No Obj: 0.011654, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.221284, Class: 0.685084, Obj: 0.011100, No Obj: 0.009047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459241, Class: 0.369936, Obj: 0.003445, No Obj: 0.004266, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011745, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428924, Class: 0.491921, Obj: 0.001923, No Obj: 0.004299, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 253: 1.261372, 1.429709 avg loss, 0.000004 rate, 3.904341 seconds, 16192 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008880, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412354, Class: 0.454264, Obj: 0.004196, No Obj: 0.004153, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011776, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008887, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463374, Class: 0.524111, Obj: 0.002838, No Obj: 0.004189, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008869, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544213, Class: 0.369469, Obj: 0.003520, No Obj: 0.004197, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011457, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672045, Class: 0.594579, Obj: 0.017621, No Obj: 0.008763, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577389, Class: 0.510123, Obj: 0.002808, No Obj: 0.004164, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011000, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008773, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.281283, Class: 0.530892, Obj: 0.003460, No Obj: 0.004127, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011628, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508172, Class: 0.759484, Obj: 0.005914, No Obj: 0.008885, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569389, Class: 0.605749, Obj: 0.002330, No Obj: 0.004221, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011530, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.245499, Class: 0.782517, Obj: 0.006035, No Obj: 0.008860, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613001, Class: 0.529018, Obj: 0.005387, No Obj: 0.004211, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011444, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008861, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357275, Class: 0.445654, Obj: 0.005188, No Obj: 0.004207, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 254: 1.191820, 1.405920 avg loss, 0.000004 rate, 3.909707 seconds, 16256 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010685, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555898, Class: 0.524867, Obj: 0.007933, No Obj: 0.008667, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.262300, Class: 0.410459, Obj: 0.002925, No Obj: 0.004109, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.240159, Class: 0.544262, Obj: 0.023211, No Obj: 0.010941, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.570303, Class: 0.493414, Obj: 0.006076, No Obj: 0.008656, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.320108, Class: 0.440705, Obj: 0.003715, No Obj: 0.004040, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010976, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.363402, Class: 0.533175, Obj: 0.007847, No Obj: 0.008605, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.471440, Class: 0.510368, Obj: 0.003102, No Obj: 0.004086, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.673505, Class: 0.590804, Obj: 0.006459, No Obj: 0.011409, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.349549, Class: 0.762543, Obj: 0.004943, No Obj: 0.008722, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596502, Class: 0.403684, Obj: 0.003943, No Obj: 0.004118, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008647, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.058621, Class: 0.640914, Obj: 0.000498, No Obj: 0.004068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010433, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841941, Class: 0.750273, Obj: 0.003954, No Obj: 0.008631, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.474936, Class: 0.463843, Obj: 0.003915, No Obj: 0.004089, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700772, Class: 0.495573, Obj: 0.006166, No Obj: 0.008643, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.316417, Class: 0.525623, Obj: 0.001594, No Obj: 0.004085, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008710, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478412, Class: 0.539531, Obj: 0.001638, No Obj: 0.004109, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 255: 1.004086, 1.365737 avg loss, 0.000004 rate, 3.920023 seconds, 16320 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.633763, Class: 0.432550, Obj: 0.010609, No Obj: 0.011715, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702478, Class: 0.635126, Obj: 0.005880, No Obj: 0.008539, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.311560, Class: 0.448156, Obj: 0.004481, No Obj: 0.004043, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010908, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343983, Class: 0.622099, Obj: 0.007495, No Obj: 0.008587, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.507947, Class: 0.561609, Obj: 0.003636, No Obj: 0.004036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010803, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.255041, Class: 0.713635, Obj: 0.009092, No Obj: 0.008529, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.340825, Class: 0.437103, Obj: 0.002945, No Obj: 0.004035, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010443, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416651, Class: 0.583755, Obj: 0.007932, No Obj: 0.008520, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.459229, Class: 0.416725, Obj: 0.002058, No Obj: 0.004036, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501671, Class: 0.689503, Obj: 0.007705, No Obj: 0.008479, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.236943, Class: 0.455527, Obj: 0.003237, No Obj: 0.004003, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.551187, Class: 0.359050, Obj: 0.013240, No Obj: 0.010864, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008498, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460490, Class: 0.435308, Obj: 0.003245, No Obj: 0.004012, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010551, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576877, Class: 0.652994, Obj: 0.010056, No Obj: 0.008424, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.152328, Class: 0.473631, Obj: 0.009620, No Obj: 0.004052, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011396, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008539, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.385242, Class: 0.470285, Obj: 0.003492, No Obj: 0.004045, .5R: 0.222222, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 256: 1.574777, 1.386641 avg loss, 0.000004 rate, 3.912312 seconds, 16384 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008309, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357349, Class: 0.455371, Obj: 0.007273, No Obj: 0.003939, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550375, Class: 0.640202, Obj: 0.003465, No Obj: 0.008271, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365417, Class: 0.477310, Obj: 0.005474, No Obj: 0.003937, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008318, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.322875, Class: 0.467342, Obj: 0.002441, No Obj: 0.003929, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437324, Class: 0.706092, Obj: 0.018058, No Obj: 0.008336, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.378271, Class: 0.469185, Obj: 0.001271, No Obj: 0.003916, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362153, Class: 0.712569, Obj: 0.010321, No Obj: 0.008269, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.313950, Class: 0.473193, Obj: 0.004021, No Obj: 0.003949, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010815, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520792, Class: 0.586079, Obj: 0.007295, No Obj: 0.008450, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.378224, Class: 0.614502, Obj: 0.015275, No Obj: 0.004011, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010330, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008317, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362404, Class: 0.280387, Obj: 0.009665, No Obj: 0.003935, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010629, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466742, Class: 0.365058, Obj: 0.011563, No Obj: 0.008363, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510184, Class: 0.376749, Obj: 0.004342, No Obj: 0.003964, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 257: 1.166913, 1.364668 avg loss, 0.000004 rate, 3.902663 seconds, 16448 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471910, Class: 0.779244, Obj: 0.002751, No Obj: 0.008108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.507930, Class: 0.439866, Obj: 0.002858, No Obj: 0.003866, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598344, Class: 0.645106, Obj: 0.007169, No Obj: 0.008251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483612, Class: 0.459515, Obj: 0.002940, No Obj: 0.003907, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010735, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444736, Class: 0.499750, Obj: 0.006979, No Obj: 0.008240, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.295908, Class: 0.583262, Obj: 0.002616, No Obj: 0.003884, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616603, Class: 0.639936, Obj: 0.009125, No Obj: 0.008191, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.297272, Class: 0.453577, Obj: 0.003614, No Obj: 0.003857, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.348556, Class: 0.452296, Obj: 0.002231, No Obj: 0.003888, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008253, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.323675, Class: 0.510124, Obj: 0.002702, No Obj: 0.003840, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010621, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610401, Class: 0.513103, Obj: 0.013634, No Obj: 0.008203, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.323874, Class: 0.505627, Obj: 0.004989, No Obj: 0.003889, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010954, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008269, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.385999, Class: 0.407540, Obj: 0.003328, No Obj: 0.003875, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 258: 1.398219, 1.368023 avg loss, 0.000004 rate, 3.906717 seconds, 16512 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009978, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675152, Class: 0.683778, Obj: 0.007312, No Obj: 0.008011, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.340948, Class: 0.474900, Obj: 0.006263, No Obj: 0.003775, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.262606, Class: 0.484423, Obj: 0.011798, No Obj: 0.010455, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.541951, Class: 0.614156, Obj: 0.011268, No Obj: 0.008106, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.445767, Class: 0.378895, Obj: 0.005392, No Obj: 0.003794, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.655881, Class: 0.414263, Obj: 0.011765, No Obj: 0.009470, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363575, Class: 0.510480, Obj: 0.002904, No Obj: 0.003784, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009547, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525913, Class: 0.724424, Obj: 0.012299, No Obj: 0.007945, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.303499, Class: 0.432361, Obj: 0.001927, No Obj: 0.003781, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.497609, Class: 0.259986, Obj: 0.004263, No Obj: 0.010098, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.603097, Class: 0.654361, Obj: 0.003568, No Obj: 0.007965, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.283993, Class: 0.368067, Obj: 0.001471, No Obj: 0.003784, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009963, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.388094, Class: 0.687142, Obj: 0.007852, No Obj: 0.008040, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.313953, Class: 0.501657, Obj: 0.002547, No Obj: 0.003842, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009899, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.320404, Class: 0.609324, Obj: 0.005831, No Obj: 0.008007, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.477266, Class: 0.451107, Obj: 0.003257, No Obj: 0.003833, .5R: 0.545455, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007909, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403570, Class: 0.511671, Obj: 0.004099, No Obj: 0.003797, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 259: 2.042822, 1.435503 avg loss, 0.000004 rate, 3.912114 seconds, 16576 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586487, Class: 0.629245, Obj: 0.004259, No Obj: 0.007833, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.339839, Class: 0.385922, Obj: 0.001831, No Obj: 0.003748, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.011254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451594, Class: 0.785611, Obj: 0.001901, No Obj: 0.007880, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.322560, Class: 0.435278, Obj: 0.003898, No Obj: 0.003739, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009989, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412808, Class: 0.407436, Obj: 0.005448, No Obj: 0.007875, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.321662, Class: 0.497917, Obj: 0.004078, No Obj: 0.003811, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009676, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591182, Class: 0.607643, Obj: 0.008884, No Obj: 0.007824, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.372523, Class: 0.456909, Obj: 0.002373, No Obj: 0.003701, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007907, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599709, Class: 0.442797, Obj: 0.005749, No Obj: 0.003711, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009649, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426339, Class: 0.684010, Obj: 0.004141, No Obj: 0.007843, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.403125, Class: 0.422934, Obj: 0.006526, No Obj: 0.003709, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009778, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.353284, Class: 0.351929, Obj: 0.011845, No Obj: 0.007966, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725842, Class: 0.274651, Obj: 0.001592, No Obj: 0.003742, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605833, Class: 0.720010, Obj: 0.009767, No Obj: 0.007847, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.398802, Class: 0.451561, Obj: 0.004873, No Obj: 0.003736, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 260: 1.274835, 1.419436 avg loss, 0.000005 rate, 3.890945 seconds, 16640 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009866, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529366, Class: 0.738476, Obj: 0.013497, No Obj: 0.007743, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380793, Class: 0.427999, Obj: 0.004147, No Obj: 0.003648, .5R: 0.333333, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009750, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007732, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.252956, Class: 0.587437, Obj: 0.003287, No Obj: 0.003660, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528233, Class: 0.424063, Obj: 0.002664, No Obj: 0.003709, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.357435, Class: 0.371646, Obj: 0.026334, No Obj: 0.009957, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.618808, Class: 0.782317, Obj: 0.005897, No Obj: 0.007708, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375883, Class: 0.369374, Obj: 0.002917, No Obj: 0.003680, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.330324, Class: 0.287909, Obj: 0.015888, No Obj: 0.009748, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659988, Class: 0.547809, Obj: 0.005359, No Obj: 0.007789, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482285, Class: 0.512829, Obj: 0.001277, No Obj: 0.003666, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.553971, Class: 0.417119, Obj: 0.025752, No Obj: 0.009858, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.393605, Class: 0.663195, Obj: 0.012620, No Obj: 0.007707, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.364646, Class: 0.370880, Obj: 0.002703, No Obj: 0.003668, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007769, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440314, Class: 0.410155, Obj: 0.003827, No Obj: 0.003650, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627221, Class: 0.606968, Obj: 0.012378, No Obj: 0.007745, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.322185, Class: 0.443008, Obj: 0.005179, No Obj: 0.003670, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 261: 1.713872, 1.448880 avg loss, 0.000005 rate, 3.904827 seconds, 16704 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702366, Class: 0.553094, Obj: 0.004501, No Obj: 0.007530, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.294144, Class: 0.495183, Obj: 0.002581, No Obj: 0.003583, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736054, Class: 0.392286, Obj: 0.006067, No Obj: 0.007678, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444585, Class: 0.575807, Obj: 0.002058, No Obj: 0.003617, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009607, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007599, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343708, Class: 0.541171, Obj: 0.002808, No Obj: 0.003602, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009820, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.276597, Class: 0.412649, Obj: 0.012489, No Obj: 0.007616, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469003, Class: 0.481308, Obj: 0.003581, No Obj: 0.003620, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009730, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528819, Class: 0.508271, Obj: 0.007570, No Obj: 0.007584, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.433654, Class: 0.532962, Obj: 0.003048, No Obj: 0.003585, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.308339, Class: 0.413934, Obj: 0.009259, No Obj: 0.009218, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007545, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463805, Class: 0.480512, Obj: 0.002912, No Obj: 0.003591, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010223, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445332, Class: 0.687314, Obj: 0.010693, No Obj: 0.007618, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.353328, Class: 0.433231, Obj: 0.003217, No Obj: 0.003599, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009598, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.335960, Class: 0.659740, Obj: 0.001760, No Obj: 0.007606, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398020, Class: 0.431786, Obj: 0.003951, No Obj: 0.003581, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 262: 1.668870, 1.470879 avg loss, 0.000005 rate, 3.901237 seconds, 16768 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009718, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450740, Class: 0.683489, Obj: 0.005962, No Obj: 0.007570, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.352574, Class: 0.491139, Obj: 0.004404, No Obj: 0.003579, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009401, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007403, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505982, Class: 0.441305, Obj: 0.002770, No Obj: 0.003534, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009841, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565747, Class: 0.547986, Obj: 0.008070, No Obj: 0.007566, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684489, Class: 0.611446, Obj: 0.000775, No Obj: 0.003549, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009767, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748846, Class: 0.607247, Obj: 0.010855, No Obj: 0.007558, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.390195, Class: 0.581002, Obj: 0.005923, No Obj: 0.003591, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.174405, Class: 0.453350, Obj: 0.012028, No Obj: 0.009922, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007461, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520021, Class: 0.536572, Obj: 0.002597, No Obj: 0.003553, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009712, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007501, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464439, Class: 0.382587, Obj: 0.005335, No Obj: 0.003540, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605745, Class: 0.370078, Obj: 0.006816, No Obj: 0.007441, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434891, Class: 0.414599, Obj: 0.001199, No Obj: 0.003535, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.010008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007524, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550406, Class: 0.432090, Obj: 0.002953, No Obj: 0.003526, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 263: 0.972424, 1.421033 avg loss, 0.000005 rate, 3.900193 seconds, 16832 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.532596, Class: 0.287488, Obj: 0.008444, No Obj: 0.009565, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.480568, Class: 0.754743, Obj: 0.012008, No Obj: 0.007321, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431872, Class: 0.467153, Obj: 0.003284, No Obj: 0.003474, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.500954, Class: 0.433706, Obj: 0.006439, No Obj: 0.010292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.407120, Class: 0.310163, Obj: 0.006127, No Obj: 0.007430, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328402, Class: 0.435384, Obj: 0.002127, No Obj: 0.003512, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008810, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323045, Class: 0.541789, Obj: 0.008673, No Obj: 0.007283, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.354816, Class: 0.288458, Obj: 0.003920, No Obj: 0.003475, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.625647, Class: 0.329720, Obj: 0.016826, No Obj: 0.010502, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.485484, Class: 0.502225, Obj: 0.009003, No Obj: 0.007408, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.455954, Class: 0.399001, Obj: 0.003472, No Obj: 0.003500, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009507, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824066, Class: 0.838230, Obj: 0.004997, No Obj: 0.007300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.438770, Class: 0.470288, Obj: 0.002985, No Obj: 0.003464, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009527, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007265, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356835, Class: 0.472279, Obj: 0.002481, No Obj: 0.003464, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009573, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414578, Class: 0.510317, Obj: 0.004376, No Obj: 0.003466, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008560, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382966, Class: 0.515618, Obj: 0.000979, No Obj: 0.003449, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 264: 1.327215, 1.411651 avg loss, 0.000005 rate, 3.909895 seconds, 16896 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326623, Class: 0.645947, Obj: 0.006253, No Obj: 0.007169, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.449607, Class: 0.533336, Obj: 0.002851, No Obj: 0.003387, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557698, Class: 0.790937, Obj: 0.020622, No Obj: 0.007195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.333644, Class: 0.312505, Obj: 0.002454, No Obj: 0.003418, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007211, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396594, Class: 0.570409, Obj: 0.003775, No Obj: 0.003430, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402133, Class: 0.584027, Obj: 0.005159, No Obj: 0.007189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372729, Class: 0.415101, Obj: 0.002844, No Obj: 0.003405, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008671, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007204, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.319280, Class: 0.414802, Obj: 0.001979, No Obj: 0.003369, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008609, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677441, Class: 0.526653, Obj: 0.012277, No Obj: 0.007200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.438238, Class: 0.497827, Obj: 0.002494, No Obj: 0.003411, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008853, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471941, Class: 0.679031, Obj: 0.005041, No Obj: 0.007209, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.415984, Class: 0.573607, Obj: 0.003482, No Obj: 0.003407, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502927, Class: 0.520997, Obj: 0.002374, No Obj: 0.003407, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 265: 1.326888, 1.403175 avg loss, 0.000005 rate, 3.900012 seconds, 16960 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008917, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.352123, Class: 0.455518, Obj: 0.002485, No Obj: 0.003337, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008723, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807140, Class: 0.677658, Obj: 0.015088, No Obj: 0.007007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.404056, Class: 0.437126, Obj: 0.001517, No Obj: 0.003347, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.219136, Class: 0.458039, Obj: 0.008023, No Obj: 0.008977, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460509, Class: 0.493772, Obj: 0.001207, No Obj: 0.003363, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008958, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423743, Class: 0.417463, Obj: 0.002118, No Obj: 0.003356, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008751, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739891, Class: 0.567635, Obj: 0.008891, No Obj: 0.007050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.441508, Class: 0.394243, Obj: 0.005210, No Obj: 0.003324, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309546, Class: 0.570912, Obj: 0.003360, No Obj: 0.007003, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.315418, Class: 0.436238, Obj: 0.002357, No Obj: 0.003338, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008652, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572234, Class: 0.497439, Obj: 0.004769, No Obj: 0.006982, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.178011, Class: 0.421479, Obj: 0.002828, No Obj: 0.003337, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008941, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905144, Class: 0.463253, Obj: 0.007367, No Obj: 0.007087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.343510, Class: 0.474649, Obj: 0.004010, No Obj: 0.003358, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 266: 1.596849, 1.422542 avg loss, 0.000005 rate, 3.906207 seconds, 17024 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.009278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006962, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676694, Class: 0.426568, Obj: 0.002430, No Obj: 0.003291, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524654, Class: 0.644740, Obj: 0.008099, No Obj: 0.006981, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.467713, Class: 0.510413, Obj: 0.003109, No Obj: 0.003302, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008779, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345284, Class: 0.567573, Obj: 0.008529, No Obj: 0.006913, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446546, Class: 0.416156, Obj: 0.003781, No Obj: 0.003292, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.294386, Class: 0.530388, Obj: 0.008146, No Obj: 0.008347, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006880, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364647, Class: 0.463972, Obj: 0.001949, No Obj: 0.003282, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400418, Class: 0.753210, Obj: 0.011602, No Obj: 0.006902, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413487, Class: 0.477632, Obj: 0.001804, No Obj: 0.003249, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006877, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696565, Class: 0.507915, Obj: 0.003780, No Obj: 0.003298, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.244677, Class: 0.671848, Obj: 0.001607, No Obj: 0.006913, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.564869, Class: 0.709430, Obj: 0.000549, No Obj: 0.003257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008852, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519945, Class: 0.570059, Obj: 0.006067, No Obj: 0.006962, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.518182, Class: 0.527222, Obj: 0.003735, No Obj: 0.003299, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 267: 1.002129, 1.380501 avg loss, 0.000005 rate, 3.902799 seconds, 17088 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006783, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328493, Class: 0.448038, Obj: 0.003442, No Obj: 0.003239, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008361, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828079, Class: 0.623758, Obj: 0.004724, No Obj: 0.006794, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.373316, Class: 0.498605, Obj: 0.002042, No Obj: 0.003208, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008562, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.247107, Class: 0.524889, Obj: 0.008465, No Obj: 0.006827, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514627, Class: 0.433255, Obj: 0.001611, No Obj: 0.003226, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.248461, Class: 0.623384, Obj: 0.011467, No Obj: 0.008615, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006798, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455384, Class: 0.472145, Obj: 0.004723, No Obj: 0.003231, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.728448, Class: 0.452367, Obj: 0.011666, No Obj: 0.009018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.268437, Class: 0.603245, Obj: 0.011805, No Obj: 0.006848, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.376664, Class: 0.371641, Obj: 0.001607, No Obj: 0.003228, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008639, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697597, Class: 0.846061, Obj: 0.000981, No Obj: 0.006775, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.368177, Class: 0.507238, Obj: 0.003361, No Obj: 0.003249, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008419, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006715, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.346988, Class: 0.474554, Obj: 0.003998, No Obj: 0.003199, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008952, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006808, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.274696, Class: 0.470231, Obj: 0.002142, No Obj: 0.003237, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 268: 1.489437, 1.391395 avg loss, 0.000005 rate, 3.905837 seconds, 17152 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.670697, Class: 0.208488, Obj: 0.020098, No Obj: 0.008699, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.540956, Class: 0.689447, Obj: 0.008174, No Obj: 0.006617, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.317402, Class: 0.486108, Obj: 0.002015, No Obj: 0.003172, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008446, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580947, Class: 0.694132, Obj: 0.003448, No Obj: 0.006626, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.388789, Class: 0.363876, Obj: 0.003381, No Obj: 0.003139, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.299401, Class: 0.279670, Obj: 0.004832, No Obj: 0.008152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006642, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003163, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008698, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843930, Class: 0.552191, Obj: 0.002210, No Obj: 0.006631, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.266662, Class: 0.450269, Obj: 0.001195, No Obj: 0.003155, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006629, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.359359, Class: 0.578013, Obj: 0.002566, No Obj: 0.003160, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.310205, Class: 0.518944, Obj: 0.019053, No Obj: 0.008335, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.410112, Class: 0.820483, Obj: 0.012768, No Obj: 0.006670, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.396391, Class: 0.590609, Obj: 0.003203, No Obj: 0.003188, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448717, Class: 0.611404, Obj: 0.004969, No Obj: 0.006664, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.457128, Class: 0.555612, Obj: 0.001786, No Obj: 0.003216, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006629, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367060, Class: 0.523621, Obj: 0.003965, No Obj: 0.003134, .5R: 0.250000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 269: 1.524251, 1.404680 avg loss, 0.000005 rate, 3.903507 seconds, 17216 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392267, Class: 0.735636, Obj: 0.021975, No Obj: 0.006536, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.336599, Class: 0.616023, Obj: 0.001287, No Obj: 0.003100, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007945, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487633, Class: 0.759904, Obj: 0.007612, No Obj: 0.006508, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.310769, Class: 0.489838, Obj: 0.003937, No Obj: 0.003086, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008474, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579058, Class: 0.710814, Obj: 0.003592, No Obj: 0.006635, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.438078, Class: 0.493404, Obj: 0.002872, No Obj: 0.003121, .5R: 0.222222, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007935, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.197189, Class: 0.473821, Obj: 0.002754, No Obj: 0.006451, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338930, Class: 0.397685, Obj: 0.001969, No Obj: 0.003093, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552205, Class: 0.658872, Obj: 0.004220, No Obj: 0.006533, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482313, Class: 0.411932, Obj: 0.002366, No Obj: 0.003115, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562229, Class: 0.651584, Obj: 0.006787, No Obj: 0.006550, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.436186, Class: 0.580017, Obj: 0.002761, No Obj: 0.003130, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641466, Class: 0.241502, Obj: 0.004713, No Obj: 0.006570, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384112, Class: 0.393410, Obj: 0.003797, No Obj: 0.003127, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259074, Class: 0.656254, Obj: 0.008589, No Obj: 0.006510, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.321947, Class: 0.333615, Obj: 0.002516, No Obj: 0.003089, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 270: 1.461672, 1.410380 avg loss, 0.000005 rate, 3.903200 seconds, 17280 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007953, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.407396, Class: 0.629906, Obj: 0.006388, No Obj: 0.006426, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.387162, Class: 0.434800, Obj: 0.003932, No Obj: 0.003083, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007851, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006392, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.404251, Class: 0.418977, Obj: 0.002505, No Obj: 0.003050, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384934, Class: 0.641628, Obj: 0.010146, No Obj: 0.006440, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.409812, Class: 0.487582, Obj: 0.001699, No Obj: 0.003071, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007565, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453966, Class: 0.483119, Obj: 0.004678, No Obj: 0.006433, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.256386, Class: 0.386976, Obj: 0.003962, No Obj: 0.003054, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405708, Class: 0.490823, Obj: 0.012767, No Obj: 0.006446, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.376955, Class: 0.410101, Obj: 0.004143, No Obj: 0.003064, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006433, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537586, Class: 0.422285, Obj: 0.002075, No Obj: 0.003060, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008334, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392805, Class: 0.644977, Obj: 0.006955, No Obj: 0.006466, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.141224, Class: 0.476811, Obj: 0.001102, No Obj: 0.003054, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007976, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531043, Class: 0.676297, Obj: 0.004921, No Obj: 0.006401, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.382977, Class: 0.549093, Obj: 0.001916, No Obj: 0.003048, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 271: 1.645229, 1.433864 avg loss, 0.000005 rate, 3.905518 seconds, 17344 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007959, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696601, Class: 0.540042, Obj: 0.006601, No Obj: 0.006295, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.287696, Class: 0.430344, Obj: 0.003816, No Obj: 0.003001, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008674, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703107, Class: 0.512764, Obj: 0.005213, No Obj: 0.006377, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.428215, Class: 0.457548, Obj: 0.003680, No Obj: 0.003015, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006282, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583853, Class: 0.553508, Obj: 0.005194, No Obj: 0.003020, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007973, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654997, Class: 0.514728, Obj: 0.004042, No Obj: 0.006313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509022, Class: 0.429229, Obj: 0.002622, No Obj: 0.003011, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402632, Class: 0.618334, Obj: 0.005144, No Obj: 0.006300, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502682, Class: 0.473481, Obj: 0.001837, No Obj: 0.003004, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007917, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006316, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410019, Class: 0.459281, Obj: 0.001280, No Obj: 0.003026, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.468898, Class: 0.450615, Obj: 0.008249, No Obj: 0.007674, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006321, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.241839, Class: 0.342864, Obj: 0.002416, No Obj: 0.003010, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.406863, Class: 0.318776, Obj: 0.011696, No Obj: 0.008686, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.362796, Class: 0.502789, Obj: 0.002842, No Obj: 0.006476, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.350740, Class: 0.504621, Obj: 0.001885, No Obj: 0.003040, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 272: 1.162813, 1.406759 avg loss, 0.000005 rate, 3.903406 seconds, 17408 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007789, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454055, Class: 0.770861, Obj: 0.006190, No Obj: 0.006166, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.289990, Class: 0.534046, Obj: 0.003410, No Obj: 0.002937, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.389062, Class: 0.462984, Obj: 0.004565, No Obj: 0.007754, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006234, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298664, Class: 0.516588, Obj: 0.004584, No Obj: 0.002964, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007986, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815305, Class: 0.524463, Obj: 0.008822, No Obj: 0.006171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.450923, Class: 0.419306, Obj: 0.002641, No Obj: 0.002947, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.195498, Class: 0.341107, Obj: 0.005780, No Obj: 0.007640, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006224, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553360, Class: 0.408622, Obj: 0.004671, No Obj: 0.002949, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007686, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521982, Class: 0.658772, Obj: 0.005367, No Obj: 0.006224, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.637881, Class: 0.434668, Obj: 0.001637, No Obj: 0.002954, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.267898, Class: 0.612357, Obj: 0.002645, No Obj: 0.006236, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383579, Class: 0.417035, Obj: 0.002926, No Obj: 0.002971, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477769, Class: 0.671181, Obj: 0.007892, No Obj: 0.006233, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.058179, Class: 0.454865, Obj: 0.002979, No Obj: 0.002950, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007682, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752365, Class: 0.701319, Obj: 0.007362, No Obj: 0.006185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002948, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 273: 1.195126, 1.385596 avg loss, 0.000006 rate, 3.900838 seconds, 17472 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.599703, Class: 0.379777, Obj: 0.011884, No Obj: 0.007735, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363034, Class: 0.450959, Obj: 0.001981, No Obj: 0.002891, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007425, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494409, Class: 0.563529, Obj: 0.002628, No Obj: 0.002906, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.268559, Class: 0.480618, Obj: 0.004827, No Obj: 0.007596, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.232927, Class: 0.785631, Obj: 0.002112, No Obj: 0.006077, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.474377, Class: 0.396462, Obj: 0.003568, No Obj: 0.002885, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.206024, Class: 0.615717, Obj: 0.007838, No Obj: 0.006115, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.423564, Class: 0.347900, Obj: 0.001530, No Obj: 0.002933, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007202, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.346609, Class: 0.506162, Obj: 0.003090, No Obj: 0.002880, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.460828, Class: 0.531732, Obj: 0.005197, No Obj: 0.007698, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554222, Class: 0.496205, Obj: 0.001644, No Obj: 0.002921, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007770, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477781, Class: 0.287964, Obj: 0.003684, No Obj: 0.006080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386828, Class: 0.463353, Obj: 0.002185, No Obj: 0.002912, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.008069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483384, Class: 0.570567, Obj: 0.008489, No Obj: 0.006145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628357, Class: 0.593787, Obj: 0.002366, No Obj: 0.002896, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 274: 1.229129, 1.369949 avg loss, 0.000006 rate, 3.903969 seconds, 17536 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.619930, Class: 0.251919, Obj: 0.004517, No Obj: 0.007227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.446242, Class: 0.348760, Obj: 0.007405, No Obj: 0.006045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.329472, Class: 0.487950, Obj: 0.002196, No Obj: 0.002865, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660598, Class: 0.593251, Obj: 0.007223, No Obj: 0.005964, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002842, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.296766, Class: 0.362096, Obj: 0.007134, No Obj: 0.007653, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.241485, Class: 0.521549, Obj: 0.002037, No Obj: 0.002856, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530637, Class: 0.645246, Obj: 0.001622, No Obj: 0.005934, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.454133, Class: 0.502838, Obj: 0.004849, No Obj: 0.002825, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449686, Class: 0.749463, Obj: 0.008529, No Obj: 0.005970, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554098, Class: 0.516055, Obj: 0.001932, No Obj: 0.002828, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005955, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316447, Class: 0.626733, Obj: 0.003032, No Obj: 0.002846, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007385, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462328, Class: 0.460079, Obj: 0.002628, No Obj: 0.005990, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429965, Class: 0.554200, Obj: 0.004317, No Obj: 0.002867, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007847, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619122, Class: 0.499494, Obj: 0.012045, No Obj: 0.006059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545200, Class: 0.399288, Obj: 0.003792, No Obj: 0.002853, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 275: 0.836490, 1.316603 avg loss, 0.000006 rate, 3.903007 seconds, 17600 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827163, Class: 0.548954, Obj: 0.007004, No Obj: 0.005915, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.457306, Class: 0.386636, Obj: 0.003508, No Obj: 0.002785, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752953, Class: 0.670792, Obj: 0.003435, No Obj: 0.005838, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.225227, Class: 0.358983, Obj: 0.000920, No Obj: 0.002788, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.439794, Class: 0.802649, Obj: 0.004682, No Obj: 0.005843, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418963, Class: 0.530035, Obj: 0.002888, No Obj: 0.002791, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007611, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392206, Class: 0.460665, Obj: 0.005700, No Obj: 0.005884, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440527, Class: 0.456151, Obj: 0.001331, No Obj: 0.002789, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005900, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414394, Class: 0.503708, Obj: 0.002386, No Obj: 0.002811, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366486, Class: 0.699526, Obj: 0.003909, No Obj: 0.005936, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.379093, Class: 0.462062, Obj: 0.002727, No Obj: 0.002789, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007439, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005888, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356022, Class: 0.430301, Obj: 0.002546, No Obj: 0.002810, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392547, Class: 0.743965, Obj: 0.021748, No Obj: 0.005908, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.364961, Class: 0.400679, Obj: 0.002010, No Obj: 0.002810, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 276: 1.340882, 1.319031 avg loss, 0.000006 rate, 3.905078 seconds, 17664 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007427, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491272, Class: 0.663357, Obj: 0.005210, No Obj: 0.005787, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.363386, Class: 0.197875, Obj: 0.001319, No Obj: 0.002760, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534729, Class: 0.640204, Obj: 0.005188, No Obj: 0.005809, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.293972, Class: 0.412405, Obj: 0.001861, No Obj: 0.002763, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007347, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437962, Class: 0.558655, Obj: 0.006534, No Obj: 0.005795, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.276054, Class: 0.356550, Obj: 0.006247, No Obj: 0.002744, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304083, Class: 0.749056, Obj: 0.005025, No Obj: 0.005820, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379044, Class: 0.461225, Obj: 0.002677, No Obj: 0.002764, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005767, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.288999, Class: 0.430804, Obj: 0.002525, No Obj: 0.002748, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005766, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517341, Class: 0.511758, Obj: 0.003006, No Obj: 0.002734, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677598, Class: 0.689883, Obj: 0.004997, No Obj: 0.005823, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.338206, Class: 0.487289, Obj: 0.001691, No Obj: 0.002777, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767296, Class: 0.563585, Obj: 0.007479, No Obj: 0.005758, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.342787, Class: 0.468740, Obj: 0.001556, No Obj: 0.002762, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 277: 1.599583, 1.347086 avg loss, 0.000006 rate, 3.905119 seconds, 17728 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525663, Class: 0.492123, Obj: 0.003897, No Obj: 0.005763, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002768, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.545369, Class: 0.492022, Obj: 0.006631, No Obj: 0.007225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815158, Class: 0.687650, Obj: 0.005756, No Obj: 0.005733, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.532297, Class: 0.492925, Obj: 0.002564, No Obj: 0.002705, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.118057, Class: 0.367112, Obj: 0.013640, No Obj: 0.006887, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851917, Class: 0.737686, Obj: 0.015774, No Obj: 0.005639, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.301637, Class: 0.420723, Obj: 0.002732, No Obj: 0.002705, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006667, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005623, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.459780, Class: 0.407249, Obj: 0.003434, No Obj: 0.002679, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.296151, Class: 0.464313, Obj: 0.003600, No Obj: 0.005700, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381620, Class: 0.468375, Obj: 0.004220, No Obj: 0.002707, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007656, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.246089, Class: 0.542403, Obj: 0.002652, No Obj: 0.005681, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.277074, Class: 0.352335, Obj: 0.004554, No Obj: 0.002701, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007454, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005737, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491940, Class: 0.544281, Obj: 0.003619, No Obj: 0.002726, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343952, Class: 0.643636, Obj: 0.002314, No Obj: 0.005656, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.580666, Class: 0.377878, Obj: 0.001272, No Obj: 0.002687, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 278: 1.065978, 1.318975 avg loss, 0.000006 rate, 3.902593 seconds, 17792 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.200095, Class: 0.748986, Obj: 0.003949, No Obj: 0.005600, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851255, Class: 0.601148, Obj: 0.004219, No Obj: 0.002673, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006916, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005590, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.278001, Class: 0.372445, Obj: 0.002827, No Obj: 0.002661, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425065, Class: 0.538576, Obj: 0.004386, No Obj: 0.005566, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002654, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006919, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418890, Class: 0.480000, Obj: 0.010429, No Obj: 0.005685, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.441418, Class: 0.418930, Obj: 0.003096, No Obj: 0.002729, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.233721, Class: 0.760372, Obj: 0.003096, No Obj: 0.005618, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387926, Class: 0.464843, Obj: 0.001627, No Obj: 0.002660, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.463691, Class: 0.443768, Obj: 0.008096, No Obj: 0.007085, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.557967, Class: 0.716873, Obj: 0.006347, No Obj: 0.005609, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.297016, Class: 0.556076, Obj: 0.001999, No Obj: 0.002665, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007659, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464161, Class: 0.545717, Obj: 0.005103, No Obj: 0.005718, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.392108, Class: 0.569441, Obj: 0.003183, No Obj: 0.002728, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.322993, Class: 0.372114, Obj: 0.006615, No Obj: 0.006931, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.351825, Class: 0.652187, Obj: 0.011288, No Obj: 0.005609, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485902, Class: 0.503383, Obj: 0.002546, No Obj: 0.002664, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 279: 1.012666, 1.288345 avg loss, 0.000006 rate, 3.904727 seconds, 17856 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005517, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335035, Class: 0.481986, Obj: 0.001428, No Obj: 0.002601, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587101, Class: 0.627382, Obj: 0.005387, No Obj: 0.005487, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.495786, Class: 0.346330, Obj: 0.002094, No Obj: 0.002633, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304514, Class: 0.531886, Obj: 0.009108, No Obj: 0.005470, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.517592, Class: 0.436072, Obj: 0.003033, No Obj: 0.002586, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814451, Class: 0.588843, Obj: 0.003040, No Obj: 0.005507, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.533358, Class: 0.362162, Obj: 0.002116, No Obj: 0.002617, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.585090, Class: 0.267444, Obj: 0.015985, No Obj: 0.006770, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.501528, Class: 0.586601, Obj: 0.002999, No Obj: 0.005521, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.246034, Class: 0.551956, Obj: 0.002787, No Obj: 0.002597, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006814, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.233519, Class: 0.617155, Obj: 0.003618, No Obj: 0.005477, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.277656, Class: 0.498303, Obj: 0.002623, No Obj: 0.002612, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006921, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005481, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419284, Class: 0.442364, Obj: 0.001900, No Obj: 0.002618, .5R: 0.111111, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006965, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751667, Class: 0.758858, Obj: 0.002575, No Obj: 0.005546, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.249034, Class: 0.467947, Obj: 0.000910, No Obj: 0.002613, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 280: 1.568081, 1.316318 avg loss, 0.000006 rate, 3.905102 seconds, 17920 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006909, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005409, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520079, Class: 0.413723, Obj: 0.002375, No Obj: 0.002554, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589731, Class: 0.645418, Obj: 0.004011, No Obj: 0.005484, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.432871, Class: 0.531020, Obj: 0.002612, No Obj: 0.002700, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006675, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005423, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392176, Class: 0.577770, Obj: 0.001787, No Obj: 0.002570, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006766, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457933, Class: 0.524894, Obj: 0.005902, No Obj: 0.005421, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.546317, Class: 0.449825, Obj: 0.003817, No Obj: 0.002566, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006782, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005380, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473889, Class: 0.475003, Obj: 0.001798, No Obj: 0.002571, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.303891, Class: 0.396721, Obj: 0.008586, No Obj: 0.007118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005419, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438404, Class: 0.431912, Obj: 0.003234, No Obj: 0.002596, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006856, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005378, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494433, Class: 0.471207, Obj: 0.001230, No Obj: 0.002565, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.007069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484525, Class: 0.702290, Obj: 0.008514, No Obj: 0.005450, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.416996, Class: 0.515401, Obj: 0.002378, No Obj: 0.002619, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 281: 1.144349, 1.299121 avg loss, 0.000006 rate, 3.901633 seconds, 17984 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006497, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417046, Class: 0.765270, Obj: 0.006012, No Obj: 0.005280, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.295591, Class: 0.513900, Obj: 0.001925, No Obj: 0.002524, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006713, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578625, Class: 0.765295, Obj: 0.007507, No Obj: 0.005293, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.463724, Class: 0.493007, Obj: 0.002584, No Obj: 0.002528, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505357, Class: 0.851359, Obj: 0.006548, No Obj: 0.005311, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002530, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006724, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512824, Class: 0.655225, Obj: 0.003663, No Obj: 0.005300, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.425348, Class: 0.435450, Obj: 0.001754, No Obj: 0.002530, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005283, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393087, Class: 0.495529, Obj: 0.002516, No Obj: 0.002512, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006605, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005332, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544744, Class: 0.521523, Obj: 0.002234, No Obj: 0.002524, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484671, Class: 0.585373, Obj: 0.007731, No Obj: 0.005308, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.419757, Class: 0.423239, Obj: 0.003304, No Obj: 0.002550, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006745, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528710, Class: 0.689147, Obj: 0.009587, No Obj: 0.005337, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.254280, Class: 0.482438, Obj: 0.001665, No Obj: 0.002525, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 282: 1.487767, 1.317986 avg loss, 0.000006 rate, 3.902292 seconds, 18048 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.685999, Class: 0.389504, Obj: 0.009368, No Obj: 0.006460, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.687483, Class: 0.550800, Obj: 0.003841, No Obj: 0.005180, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.424305, Class: 0.395513, Obj: 0.001865, No Obj: 0.002466, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005186, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401899, Class: 0.459308, Obj: 0.002504, No Obj: 0.002476, .5R: 0.454545, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006411, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005205, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503053, Class: 0.362551, Obj: 0.002868, No Obj: 0.002493, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005199, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.420215, Class: 0.478951, Obj: 0.002811, No Obj: 0.002503, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.543022, Class: 0.544833, Obj: 0.020705, No Obj: 0.006566, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005206, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335750, Class: 0.518062, Obj: 0.001914, No Obj: 0.002519, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006950, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503763, Class: 0.473173, Obj: 0.001976, No Obj: 0.002487, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.277782, Class: 0.478314, Obj: 0.007024, No Obj: 0.006460, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.540620, Class: 0.653917, Obj: 0.004797, No Obj: 0.005220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458462, Class: 0.498752, Obj: 0.004441, No Obj: 0.002475, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006605, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467111, Class: 0.698182, Obj: 0.004273, No Obj: 0.005213, .5R: 0.400000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.446726, Class: 0.453748, Obj: 0.002056, No Obj: 0.002495, .5R: 0.454545, .75R: 0.090909, count: 11 (next mAP calculation at 1000 iterations) 283: 1.638131, 1.350000 avg loss, 0.000006 rate, 3.903735 seconds, 18112 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615206, Class: 0.460816, Obj: 0.004130, No Obj: 0.002441, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.288583, Class: 0.510943, Obj: 0.004514, No Obj: 0.006694, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432636, Class: 0.405569, Obj: 0.001525, No Obj: 0.002467, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.300337, Class: 0.661765, Obj: 0.006290, No Obj: 0.006666, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.602245, Class: 0.486086, Obj: 0.004052, No Obj: 0.005135, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.556792, Class: 0.434840, Obj: 0.007036, No Obj: 0.002480, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626485, Class: 0.624129, Obj: 0.005351, No Obj: 0.005096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781181, Class: 0.559148, Obj: 0.002144, No Obj: 0.002445, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006486, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461542, Class: 0.630040, Obj: 0.002380, No Obj: 0.005120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588793, Class: 0.439051, Obj: 0.001309, No Obj: 0.002436, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635797, Class: 0.681585, Obj: 0.002983, No Obj: 0.005134, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.430660, Class: 0.430136, Obj: 0.001675, No Obj: 0.002414, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.370730, Class: 0.405080, Obj: 0.008472, No Obj: 0.006984, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364935, Class: 0.531124, Obj: 0.002328, No Obj: 0.002437, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.358110, Class: 0.716227, Obj: 0.005118, No Obj: 0.005098, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.385721, Class: 0.327571, Obj: 0.001490, No Obj: 0.002432, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 284: 0.910082, 1.306009 avg loss, 0.000007 rate, 3.906490 seconds, 18176 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006466, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600427, Class: 0.547848, Obj: 0.002440, No Obj: 0.005102, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.505316, Class: 0.458051, Obj: 0.002902, No Obj: 0.002408, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.252918, Class: 0.515329, Obj: 0.001002, No Obj: 0.005055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.584355, Class: 0.519085, Obj: 0.001795, No Obj: 0.002395, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.202505, Class: 0.393485, Obj: 0.005233, No Obj: 0.006202, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.517098, Class: 0.477365, Obj: 0.004671, No Obj: 0.004999, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.286686, Class: 0.444296, Obj: 0.003234, No Obj: 0.002381, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362411, Class: 0.368197, Obj: 0.005527, No Obj: 0.005034, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517544, Class: 0.290305, Obj: 0.002557, No Obj: 0.002408, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.412425, Class: 0.127289, Obj: 0.005329, No Obj: 0.006419, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.223405, Class: 0.483622, Obj: 0.002117, No Obj: 0.002434, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415592, Class: 0.357444, Obj: 0.001232, No Obj: 0.002411, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.304434, Class: 0.388440, Obj: 0.004873, No Obj: 0.006596, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.367333, Class: 0.517565, Obj: 0.002141, No Obj: 0.005042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.453748, Class: 0.491309, Obj: 0.003030, No Obj: 0.002422, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386559, Class: 0.474529, Obj: 0.002048, No Obj: 0.002393, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 285: 1.397451, 1.315153 avg loss, 0.000007 rate, 3.918759 seconds, 18240 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699334, Class: 0.542801, Obj: 0.019222, No Obj: 0.004951, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.431922, Class: 0.455634, Obj: 0.002482, No Obj: 0.002375, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005938, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004953, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502984, Class: 0.559640, Obj: 0.003173, No Obj: 0.002361, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.321313, Class: 0.291746, Obj: 0.021043, No Obj: 0.006337, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004941, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.231560, Class: 0.498961, Obj: 0.001604, No Obj: 0.002365, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006835, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356715, Class: 0.347460, Obj: 0.002412, No Obj: 0.005031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.407052, Class: 0.517679, Obj: 0.002172, No Obj: 0.002387, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326168, Class: 0.868516, Obj: 0.001827, No Obj: 0.004952, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328003, Class: 0.451074, Obj: 0.001533, No Obj: 0.002379, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006614, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379642, Class: 0.668556, Obj: 0.003586, No Obj: 0.004965, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.347123, Class: 0.390212, Obj: 0.001618, No Obj: 0.002360, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005989, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004863, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412559, Class: 0.530575, Obj: 0.003490, No Obj: 0.002339, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005869, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004950, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505468, Class: 0.529245, Obj: 0.002170, No Obj: 0.002359, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 286: 1.154575, 1.299095 avg loss, 0.000007 rate, 3.901454 seconds, 18304 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005891, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004876, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388647, Class: 0.408533, Obj: 0.000790, No Obj: 0.002319, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.274385, Class: 0.538919, Obj: 0.008113, No Obj: 0.005881, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.569044, Class: 0.577858, Obj: 0.006051, No Obj: 0.004908, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.315973, Class: 0.474652, Obj: 0.001202, No Obj: 0.002333, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006403, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004867, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363293, Class: 0.463108, Obj: 0.001823, No Obj: 0.002311, .5R: 0.200000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004884, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363244, Class: 0.482397, Obj: 0.002833, No Obj: 0.002325, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004855, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464315, Class: 0.421203, Obj: 0.002979, No Obj: 0.002316, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.374351, Class: 0.583573, Obj: 0.003040, No Obj: 0.006373, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004935, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545108, Class: 0.487663, Obj: 0.002769, No Obj: 0.002344, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453284, Class: 0.756565, Obj: 0.001836, No Obj: 0.004876, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334780, Class: 0.448062, Obj: 0.002993, No Obj: 0.002340, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540423, Class: 0.823053, Obj: 0.004164, No Obj: 0.004896, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384358, Class: 0.441121, Obj: 0.002581, No Obj: 0.002333, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 287: 1.574332, 1.326619 avg loss, 0.000007 rate, 3.908291 seconds, 18368 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005697, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425430, Class: 0.777252, Obj: 0.003403, No Obj: 0.004762, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761382, Class: 0.627020, Obj: 0.000630, No Obj: 0.002278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.351355, Class: 0.330733, Obj: 0.011636, No Obj: 0.006036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004823, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.882200, Class: 0.497916, Obj: 0.001646, No Obj: 0.002280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699145, Class: 0.510831, Obj: 0.006086, No Obj: 0.004786, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.267270, Class: 0.558103, Obj: 0.002083, No Obj: 0.002290, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005993, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521937, Class: 0.608368, Obj: 0.003642, No Obj: 0.004775, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.474500, Class: 0.503799, Obj: 0.001456, No Obj: 0.002304, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508030, Class: 0.749658, Obj: 0.002960, No Obj: 0.004816, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492297, Class: 0.513801, Obj: 0.003198, No Obj: 0.002299, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005712, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.357101, Class: 0.681055, Obj: 0.004157, No Obj: 0.004805, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.315681, Class: 0.469663, Obj: 0.001939, No Obj: 0.002297, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005726, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573688, Class: 0.578139, Obj: 0.002743, No Obj: 0.004735, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.431789, Class: 0.499466, Obj: 0.003555, No Obj: 0.002269, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.513277, Class: 0.523006, Obj: 0.007897, No Obj: 0.006074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.476250, Class: 0.486779, Obj: 0.004538, No Obj: 0.004782, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.421924, Class: 0.537195, Obj: 0.000980, No Obj: 0.002303, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 288: 1.350907, 1.329048 avg loss, 0.000007 rate, 3.907373 seconds, 18432 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005878, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.227949, Class: 0.544068, Obj: 0.004701, No Obj: 0.004716, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480592, Class: 0.582841, Obj: 0.002534, No Obj: 0.002262, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005618, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004697, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467792, Class: 0.528539, Obj: 0.003135, No Obj: 0.002231, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729498, Class: 0.654969, Obj: 0.004232, No Obj: 0.004704, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511440, Class: 0.459921, Obj: 0.001837, No Obj: 0.002244, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.415673, Class: 0.342740, Obj: 0.006149, No Obj: 0.005992, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.693140, Class: 0.771857, Obj: 0.001771, No Obj: 0.004674, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.427203, Class: 0.398476, Obj: 0.001356, No Obj: 0.002242, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005602, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523099, Class: 0.622663, Obj: 0.002388, No Obj: 0.004691, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432511, Class: 0.424822, Obj: 0.001624, No Obj: 0.002240, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377226, Class: 0.732964, Obj: 0.004704, No Obj: 0.004731, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395835, Class: 0.456793, Obj: 0.001180, No Obj: 0.002256, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005838, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004685, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.361744, Class: 0.378058, Obj: 0.002427, No Obj: 0.002238, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004737, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.246468, Class: 0.415111, Obj: 0.001638, No Obj: 0.002259, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 289: 1.279536, 1.324097 avg loss, 0.000007 rate, 3.906092 seconds, 18496 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005659, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004615, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.226524, Class: 0.545525, Obj: 0.003405, No Obj: 0.002196, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005473, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546320, Class: 0.625514, Obj: 0.004119, No Obj: 0.004674, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.597536, Class: 0.468386, Obj: 0.003491, No Obj: 0.002219, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005852, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004639, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.254977, Class: 0.445914, Obj: 0.003077, No Obj: 0.002211, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005647, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329140, Class: 0.625998, Obj: 0.004436, No Obj: 0.004614, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.645724, Class: 0.479347, Obj: 0.002942, No Obj: 0.002188, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.107384, Class: 0.444024, Obj: 0.005936, No Obj: 0.005999, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004621, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.180876, Class: 0.449407, Obj: 0.002576, No Obj: 0.002210, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005959, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380735, Class: 0.643100, Obj: 0.003592, No Obj: 0.004611, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.330051, Class: 0.537087, Obj: 0.001464, No Obj: 0.002207, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005638, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004593, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.439273, Class: 0.614575, Obj: 0.003503, No Obj: 0.002208, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.006006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004633, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.420307, Class: 0.436965, Obj: 0.002302, No Obj: 0.002211, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 290: 1.090407, 1.300728 avg loss, 0.000007 rate, 3.903636 seconds, 18560 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.364968, Class: 0.354500, Obj: 0.010466, No Obj: 0.006088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004574, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.284499, Class: 0.432748, Obj: 0.002001, No Obj: 0.002184, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005729, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.298077, Class: 0.471656, Obj: 0.006287, No Obj: 0.004553, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372488, Class: 0.449843, Obj: 0.001473, No Obj: 0.002175, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.471233, Class: 0.554255, Obj: 0.013144, No Obj: 0.006019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.181309, Class: 0.699522, Obj: 0.002985, No Obj: 0.004607, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394564, Class: 0.482087, Obj: 0.002327, No Obj: 0.002181, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.264851, Class: 0.687252, Obj: 0.002376, No Obj: 0.004533, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.466892, Class: 0.533308, Obj: 0.001519, No Obj: 0.002149, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005672, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466292, Class: 0.699583, Obj: 0.001170, No Obj: 0.004542, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370572, Class: 0.507197, Obj: 0.001518, No Obj: 0.002170, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005607, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547018, Class: 0.606212, Obj: 0.003028, No Obj: 0.004558, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.449255, Class: 0.346285, Obj: 0.002820, No Obj: 0.002173, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005691, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477032, Class: 0.735970, Obj: 0.004264, No Obj: 0.004548, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.612745, Class: 0.495149, Obj: 0.001986, No Obj: 0.002174, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005651, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.336330, Class: 0.600013, Obj: 0.004332, No Obj: 0.004568, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.298369, Class: 0.492458, Obj: 0.002120, No Obj: 0.002173, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 291: 1.417158, 1.312371 avg loss, 0.000007 rate, 3.902669 seconds, 18624 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004478, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433675, Class: 0.454186, Obj: 0.002463, No Obj: 0.002131, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004481, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401007, Class: 0.481384, Obj: 0.002799, No Obj: 0.002141, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.374059, Class: 0.246754, Obj: 0.012235, No Obj: 0.005417, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.594528, Class: 0.718123, Obj: 0.003804, No Obj: 0.004490, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.355225, Class: 0.459414, Obj: 0.002883, No Obj: 0.002125, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004478, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.538972, Class: 0.503102, Obj: 0.000713, No Obj: 0.002148, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005419, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671069, Class: 0.539355, Obj: 0.001444, No Obj: 0.004462, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467696, Class: 0.486915, Obj: 0.001838, No Obj: 0.002128, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433128, Class: 0.592326, Obj: 0.002727, No Obj: 0.004495, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.324933, Class: 0.436046, Obj: 0.002216, No Obj: 0.002132, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005522, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004498, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445257, Class: 0.501144, Obj: 0.002257, No Obj: 0.002148, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.331954, Class: 0.384830, Obj: 0.008156, No Obj: 0.005730, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.521633, Class: 0.725760, Obj: 0.002932, No Obj: 0.004471, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.192140, Class: 0.475929, Obj: 0.001287, No Obj: 0.002136, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 292: 1.456740, 1.326808 avg loss, 0.000007 rate, 3.901413 seconds, 18688 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005696, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004437, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.308233, Class: 0.470345, Obj: 0.002803, No Obj: 0.002114, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.195872, Class: 0.403507, Obj: 0.009838, No Obj: 0.005457, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004422, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340519, Class: 0.420291, Obj: 0.002202, No Obj: 0.002107, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005398, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429694, Class: 0.511668, Obj: 0.002937, No Obj: 0.004415, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.514548, Class: 0.510163, Obj: 0.003370, No Obj: 0.002098, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005616, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004431, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.452771, Class: 0.391397, Obj: 0.002147, No Obj: 0.002104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005306, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399868, Class: 0.730760, Obj: 0.003573, No Obj: 0.004412, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.255324, Class: 0.459586, Obj: 0.000985, No Obj: 0.002092, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004447, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.180571, Class: 0.500985, Obj: 0.002505, No Obj: 0.002128, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.328477, Class: 0.282896, Obj: 0.002760, No Obj: 0.005227, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.257715, Class: 0.735699, Obj: 0.005775, No Obj: 0.004423, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360842, Class: 0.464787, Obj: 0.001648, No Obj: 0.002108, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838254, Class: 0.586818, Obj: 0.004797, No Obj: 0.004429, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.401112, Class: 0.419552, Obj: 0.003614, No Obj: 0.002115, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 293: 2.045249, 1.398652 avg loss, 0.000007 rate, 3.903169 seconds, 18752 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005574, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004351, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380941, Class: 0.432782, Obj: 0.002206, No Obj: 0.002088, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005775, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614522, Class: 0.610331, Obj: 0.007821, No Obj: 0.004337, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.376986, Class: 0.466293, Obj: 0.001182, No Obj: 0.002063, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869056, Class: 0.371679, Obj: 0.001233, No Obj: 0.004351, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.504851, Class: 0.391761, Obj: 0.000908, No Obj: 0.002076, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.324962, Class: 0.606815, Obj: 0.005995, No Obj: 0.004329, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.428210, Class: 0.524524, Obj: 0.001595, No Obj: 0.002075, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.337702, Class: 0.560380, Obj: 0.003521, No Obj: 0.004306, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.531403, Class: 0.475412, Obj: 0.001865, No Obj: 0.002055, .5R: 0.375000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.457142, Class: 0.571693, Obj: 0.003651, No Obj: 0.005292, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004332, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414409, Class: 0.452989, Obj: 0.002974, No Obj: 0.002091, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005515, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004358, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.449949, Class: 0.471683, Obj: 0.003105, No Obj: 0.002067, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005447, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429191, Class: 0.524664, Obj: 0.003628, No Obj: 0.004330, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.453009, Class: 0.500353, Obj: 0.003338, No Obj: 0.002088, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 294: 1.418754, 1.400662 avg loss, 0.000007 rate, 3.900588 seconds, 18816 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.351840, Class: 0.309780, Obj: 0.012405, No Obj: 0.005258, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.511785, Class: 0.722102, Obj: 0.006023, No Obj: 0.004307, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.289536, Class: 0.489612, Obj: 0.000723, No Obj: 0.002039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004246, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471994, Class: 0.419224, Obj: 0.001012, No Obj: 0.002033, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004268, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595157, Class: 0.564938, Obj: 0.002787, No Obj: 0.002015, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004235, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.287965, Class: 0.544666, Obj: 0.002238, No Obj: 0.002027, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.503049, Class: 0.512921, Obj: 0.003679, No Obj: 0.005431, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.483772, Class: 0.709013, Obj: 0.001874, No Obj: 0.004278, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002066, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.542303, Class: 0.517076, Obj: 0.007316, No Obj: 0.005256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.301311, Class: 0.735195, Obj: 0.001689, No Obj: 0.004225, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.346418, Class: 0.501867, Obj: 0.001936, No Obj: 0.002042, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.286817, Class: 0.716005, Obj: 0.004562, No Obj: 0.004257, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.364629, Class: 0.487577, Obj: 0.001559, No Obj: 0.002029, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005455, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447333, Class: 0.647902, Obj: 0.002057, No Obj: 0.004345, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.400157, Class: 0.455885, Obj: 0.002043, No Obj: 0.002044, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 295: 1.067424, 1.367338 avg loss, 0.000008 rate, 3.902208 seconds, 18880 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005283, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420110, Class: 0.440642, Obj: 0.004358, No Obj: 0.004184, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.420640, Class: 0.474776, Obj: 0.001890, No Obj: 0.001989, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.217889, Class: 0.374914, Obj: 0.001444, No Obj: 0.004188, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.443255, Class: 0.436423, Obj: 0.001424, No Obj: 0.002010, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445916, Class: 0.764421, Obj: 0.002387, No Obj: 0.004231, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.273586, Class: 0.611961, Obj: 0.000965, No Obj: 0.002002, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553289, Class: 0.628934, Obj: 0.006055, No Obj: 0.004222, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.294296, Class: 0.343164, Obj: 0.001080, No Obj: 0.002025, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700838, Class: 0.689641, Obj: 0.006608, No Obj: 0.004190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372708, Class: 0.455703, Obj: 0.001292, No Obj: 0.002008, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.247425, Class: 0.674936, Obj: 0.002083, No Obj: 0.004204, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.233055, Class: 0.501968, Obj: 0.001663, No Obj: 0.001998, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.389113, Class: 0.373120, Obj: 0.003338, No Obj: 0.005381, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004215, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547942, Class: 0.423681, Obj: 0.001860, No Obj: 0.002008, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005411, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470339, Class: 0.262990, Obj: 0.002756, No Obj: 0.004195, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417948, Class: 0.437823, Obj: 0.000903, No Obj: 0.002026, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 296: 1.233662, 1.353971 avg loss, 0.000008 rate, 3.903723 seconds, 18944 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004982, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382976, Class: 0.512537, Obj: 0.002234, No Obj: 0.001985, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408946, Class: 0.531423, Obj: 0.002753, No Obj: 0.004158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418918, Class: 0.448559, Obj: 0.004260, No Obj: 0.001987, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351793, Class: 0.583672, Obj: 0.000385, No Obj: 0.001958, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004982, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368441, Class: 0.496189, Obj: 0.003227, No Obj: 0.004128, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.531563, Class: 0.381322, Obj: 0.001284, No Obj: 0.001962, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004911, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.282665, Class: 0.567121, Obj: 0.003514, No Obj: 0.004145, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.365240, Class: 0.483843, Obj: 0.002948, No Obj: 0.001966, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004812, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356205, Class: 0.795521, Obj: 0.005325, No Obj: 0.004109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433735, Class: 0.518966, Obj: 0.000713, No Obj: 0.001942, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005381, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445352, Class: 0.598966, Obj: 0.007569, No Obj: 0.004118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.438596, Class: 0.418628, Obj: 0.003758, No Obj: 0.001975, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671033, Class: 0.768991, Obj: 0.003128, No Obj: 0.004127, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.430863, Class: 0.535435, Obj: 0.001628, No Obj: 0.001990, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 297: 0.871918, 1.305765 avg loss, 0.000008 rate, 3.902900 seconds, 19008 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005359, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577465, Class: 0.592811, Obj: 0.006067, No Obj: 0.004092, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.342113, Class: 0.418391, Obj: 0.003412, No Obj: 0.001953, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.380365, Class: 0.503825, Obj: 0.013561, No Obj: 0.005089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569681, Class: 0.510114, Obj: 0.001268, No Obj: 0.001950, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639335, Class: 0.572432, Obj: 0.006894, No Obj: 0.004072, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.384540, Class: 0.500642, Obj: 0.002680, No Obj: 0.001942, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004763, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506497, Class: 0.588308, Obj: 0.009542, No Obj: 0.004038, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.480929, Class: 0.504528, Obj: 0.001046, No Obj: 0.001926, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.498641, Class: 0.360120, Obj: 0.001778, No Obj: 0.001933, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004810, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.358758, Class: 0.711604, Obj: 0.005205, No Obj: 0.004046, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.416607, Class: 0.391734, Obj: 0.001277, No Obj: 0.001941, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504381, Class: 0.406724, Obj: 0.002627, No Obj: 0.001959, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.205137, Class: 0.500872, Obj: 0.011622, No Obj: 0.005252, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.453574, Class: 0.502668, Obj: 0.002174, No Obj: 0.001940, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 298: 1.112551, 1.286444 avg loss, 0.000008 rate, 3.909858 seconds, 19072 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.707460, Class: 0.296676, Obj: 0.021793, No Obj: 0.004797, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.247286, Class: 0.661125, Obj: 0.005518, No Obj: 0.003999, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.335800, Class: 0.486609, Obj: 0.001320, No Obj: 0.001905, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004943, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003990, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416131, Class: 0.389209, Obj: 0.002044, No Obj: 0.001899, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464611, Class: 0.635546, Obj: 0.005750, No Obj: 0.004002, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337790, Class: 0.489336, Obj: 0.000883, No Obj: 0.001899, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004720, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595570, Class: 0.510525, Obj: 0.003171, No Obj: 0.004006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.304705, Class: 0.311839, Obj: 0.000882, No Obj: 0.001900, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004789, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841154, Class: 0.756070, Obj: 0.002190, No Obj: 0.003960, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.428660, Class: 0.442919, Obj: 0.000886, No Obj: 0.001910, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401432, Class: 0.724912, Obj: 0.003899, No Obj: 0.004033, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.507507, Class: 0.504345, Obj: 0.001467, No Obj: 0.001916, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004688, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435208, Class: 0.729584, Obj: 0.006118, No Obj: 0.003985, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.381724, Class: 0.461272, Obj: 0.002595, No Obj: 0.001902, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004000, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344542, Class: 0.248571, Obj: 0.003219, No Obj: 0.001908, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 299: 1.049536, 1.262753 avg loss, 0.000008 rate, 3.903464 seconds, 19136 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003975, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363597, Class: 0.585542, Obj: 0.000955, No Obj: 0.001874, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004852, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003914, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457493, Class: 0.461431, Obj: 0.001597, No Obj: 0.001880, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.168572, Class: 0.389279, Obj: 0.008387, No Obj: 0.005013, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003937, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351073, Class: 0.452844, Obj: 0.001102, No Obj: 0.001883, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004736, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003909, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001869, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005390, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.397268, Class: 0.584924, Obj: 0.002660, No Obj: 0.003939, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.436297, Class: 0.439264, Obj: 0.001071, No Obj: 0.001873, .5R: 0.222222, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004766, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003940, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406843, Class: 0.475489, Obj: 0.000956, No Obj: 0.001881, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.448875, Class: 0.321236, Obj: 0.007200, No Obj: 0.004964, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851174, Class: 0.353317, Obj: 0.003598, No Obj: 0.003975, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.385127, Class: 0.398830, Obj: 0.002650, No Obj: 0.001890, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004652, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003960, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429626, Class: 0.459745, Obj: 0.001080, No Obj: 0.001892, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 300: 0.990958, 1.235574 avg loss, 0.000008 rate, 3.898591 seconds, 19200 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004737, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003875, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429125, Class: 0.422274, Obj: 0.001738, No Obj: 0.001838, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004765, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003874, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.402455, Class: 0.352863, Obj: 0.001131, No Obj: 0.001841, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.530131, Class: 0.304589, Obj: 0.008871, No Obj: 0.004998, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003844, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673648, Class: 0.423574, Obj: 0.003071, No Obj: 0.001852, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004746, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003858, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344003, Class: 0.541220, Obj: 0.004698, No Obj: 0.001856, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004410, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.320957, Class: 0.767866, Obj: 0.005203, No Obj: 0.003814, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339915, Class: 0.426668, Obj: 0.002029, No Obj: 0.001843, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004477, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003870, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427927, Class: 0.516597, Obj: 0.003014, No Obj: 0.001858, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003891, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357628, Class: 0.491135, Obj: 0.001012, No Obj: 0.001864, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591144, Class: 0.689450, Obj: 0.005158, No Obj: 0.003843, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543466, Class: 0.617863, Obj: 0.000222, No Obj: 0.001845, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 301: 1.113338, 1.223350 avg loss, 0.000008 rate, 3.701041 seconds, 19264 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004726, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003784, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.297798, Class: 0.419993, Obj: 0.001971, No Obj: 0.001799, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.384525, Class: 0.326771, Obj: 0.004806, No Obj: 0.004674, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.503753, Class: 0.610423, Obj: 0.002698, No Obj: 0.003795, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.388544, Class: 0.427909, Obj: 0.001564, No Obj: 0.001820, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004621, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329578, Class: 0.769067, Obj: 0.003635, No Obj: 0.003800, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.436122, Class: 0.589697, Obj: 0.001273, No Obj: 0.001812, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004702, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584622, Class: 0.701497, Obj: 0.005016, No Obj: 0.003848, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.579657, Class: 0.457186, Obj: 0.000862, No Obj: 0.001828, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401645, Class: 0.632786, Obj: 0.003617, No Obj: 0.003803, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417101, Class: 0.486965, Obj: 0.001705, No Obj: 0.001812, .5R: 0.300000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003864, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.405872, Class: 0.518366, Obj: 0.003193, No Obj: 0.001824, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003796, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.216983, Class: 0.422326, Obj: 0.001202, No Obj: 0.001811, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004733, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.236010, Class: 0.431871, Obj: 0.004058, No Obj: 0.003780, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.296152, Class: 0.296070, Obj: 0.001975, No Obj: 0.001792, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 302: 1.230563, 1.224071 avg loss, 0.000008 rate, 3.897614 seconds, 19328 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004709, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003740, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.291223, Class: 0.531747, Obj: 0.003686, No Obj: 0.001804, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004504, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003740, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310472, Class: 0.485132, Obj: 0.000836, No Obj: 0.001772, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004632, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003743, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573651, Class: 0.335034, Obj: 0.000691, No Obj: 0.001772, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004605, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354807, Class: 0.811482, Obj: 0.003234, No Obj: 0.003727, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.279746, Class: 0.444157, Obj: 0.004278, No Obj: 0.001784, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.289841, Class: 0.632740, Obj: 0.002409, No Obj: 0.004648, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.633637, Class: 0.677486, Obj: 0.001556, No Obj: 0.003749, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492734, Class: 0.574669, Obj: 0.001959, No Obj: 0.001796, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004604, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.292180, Class: 0.725238, Obj: 0.001349, No Obj: 0.003724, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494273, Class: 0.479208, Obj: 0.001861, No Obj: 0.001789, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004743, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003763, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394160, Class: 0.443578, Obj: 0.000884, No Obj: 0.001788, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004409, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003766, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444380, Class: 0.365672, Obj: 0.001251, No Obj: 0.001800, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 303: 0.715889, 1.173253 avg loss, 0.000008 rate, 3.903456 seconds, 19392 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004850, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476930, Class: 0.666461, Obj: 0.003103, No Obj: 0.003733, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.446710, Class: 0.409021, Obj: 0.003730, No Obj: 0.001781, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.207260, Class: 0.605773, Obj: 0.002071, No Obj: 0.004851, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003787, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.179606, Class: 0.421268, Obj: 0.000672, No Obj: 0.001789, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004530, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582417, Class: 0.738229, Obj: 0.001133, No Obj: 0.003701, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.330511, Class: 0.481610, Obj: 0.000961, No Obj: 0.001764, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004638, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.261424, Class: 0.713501, Obj: 0.002337, No Obj: 0.003706, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.221321, Class: 0.431716, Obj: 0.001160, No Obj: 0.001770, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.005004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003751, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.402762, Class: 0.525523, Obj: 0.002014, No Obj: 0.001766, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004663, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345180, Class: 0.528546, Obj: 0.004186, No Obj: 0.003670, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360786, Class: 0.330629, Obj: 0.001133, No Obj: 0.001745, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004771, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364121, Class: 0.368278, Obj: 0.005999, No Obj: 0.003719, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338512, Class: 0.510297, Obj: 0.002869, No Obj: 0.001772, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004741, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482889, Class: 0.676900, Obj: 0.001995, No Obj: 0.003722, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.351416, Class: 0.532458, Obj: 0.004320, No Obj: 0.001767, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 304: 1.065227, 1.162450 avg loss, 0.000009 rate, 3.891828 seconds, 19456 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004704, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327622, Class: 0.760455, Obj: 0.002004, No Obj: 0.003616, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.373456, Class: 0.447092, Obj: 0.001501, No Obj: 0.001734, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604657, Class: 0.541592, Obj: 0.002381, No Obj: 0.003636, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.340106, Class: 0.540060, Obj: 0.000508, No Obj: 0.001735, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004363, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003612, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501243, Class: 0.424118, Obj: 0.002104, No Obj: 0.001736, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347907, Class: 0.636519, Obj: 0.005244, No Obj: 0.003628, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.450992, Class: 0.429356, Obj: 0.001029, No Obj: 0.001715, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003655, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446918, Class: 0.542966, Obj: 0.001171, No Obj: 0.001725, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699985, Class: 0.661273, Obj: 0.004071, No Obj: 0.003651, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.266777, Class: 0.450409, Obj: 0.002999, No Obj: 0.001745, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.499856, Class: 0.429371, Obj: 0.002383, No Obj: 0.004511, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.422431, Class: 0.595381, Obj: 0.002564, No Obj: 0.003654, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370658, Class: 0.499720, Obj: 0.002426, No Obj: 0.001731, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.252897, Class: 0.438925, Obj: 0.003163, No Obj: 0.004542, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.403869, Class: 0.650778, Obj: 0.003603, No Obj: 0.003676, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.452091, Class: 0.637046, Obj: 0.001242, No Obj: 0.001755, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 305: 0.884193, 1.134625 avg loss, 0.000009 rate, 3.900261 seconds, 19520 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.758858, Class: 0.449831, Obj: 0.005493, No Obj: 0.004349, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003564, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.375661, Class: 0.468523, Obj: 0.002604, No Obj: 0.001693, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433947, Class: 0.677032, Obj: 0.003315, No Obj: 0.003572, .5R: 0.400000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.266123, Class: 0.452295, Obj: 0.002711, No Obj: 0.001708, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004415, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.320998, Class: 0.795847, Obj: 0.003365, No Obj: 0.003571, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.275553, Class: 0.492750, Obj: 0.000674, No Obj: 0.001710, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004352, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003538, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409797, Class: 0.433467, Obj: 0.002023, No Obj: 0.001688, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004679, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506245, Class: 0.310894, Obj: 0.003472, No Obj: 0.003602, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471825, Class: 0.508002, Obj: 0.002311, No Obj: 0.001686, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.153127, Class: 0.441913, Obj: 0.003235, No Obj: 0.004259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.627037, Class: 0.643806, Obj: 0.001786, No Obj: 0.003549, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.148802, Class: 0.405068, Obj: 0.000194, No Obj: 0.001712, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004417, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386224, Class: 0.614656, Obj: 0.002346, No Obj: 0.003559, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.338957, Class: 0.433204, Obj: 0.000984, No Obj: 0.001709, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004415, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633675, Class: 0.707380, Obj: 0.003379, No Obj: 0.003577, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.351086, Class: 0.593657, Obj: 0.001650, No Obj: 0.001715, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 306: 1.506969, 1.171859 avg loss, 0.000009 rate, 3.901898 seconds, 19584 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004396, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003530, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421901, Class: 0.502131, Obj: 0.002040, No Obj: 0.001697, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004557, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003525, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403218, Class: 0.507233, Obj: 0.001766, No Obj: 0.001696, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.583005, Class: 0.349212, Obj: 0.005645, No Obj: 0.004572, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.710494, Class: 0.584681, Obj: 0.005313, No Obj: 0.003553, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.350155, Class: 0.420649, Obj: 0.000981, No Obj: 0.001694, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427710, Class: 0.688367, Obj: 0.002300, No Obj: 0.003547, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.450002, Class: 0.428841, Obj: 0.001144, No Obj: 0.001677, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004517, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423983, Class: 0.510900, Obj: 0.005701, No Obj: 0.003547, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.297232, Class: 0.533045, Obj: 0.002235, No Obj: 0.001690, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.319521, Class: 0.285039, Obj: 0.007534, No Obj: 0.004441, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.572296, Class: 0.667838, Obj: 0.003990, No Obj: 0.003539, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444370, Class: 0.465630, Obj: 0.001157, No Obj: 0.001683, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.172395, Class: 0.626205, Obj: 0.001833, No Obj: 0.003535, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445166, Class: 0.437023, Obj: 0.002224, No Obj: 0.001672, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004297, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003489, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415168, Class: 0.421022, Obj: 0.002432, No Obj: 0.001674, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 307: 1.274444, 1.182118 avg loss, 0.000009 rate, 3.902978 seconds, 19648 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003434, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435303, Class: 0.522304, Obj: 0.001581, No Obj: 0.001642, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.248234, Class: 0.366404, Obj: 0.013930, No Obj: 0.004432, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.519021, Class: 0.379415, Obj: 0.001894, No Obj: 0.003482, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.249396, Class: 0.496024, Obj: 0.003542, No Obj: 0.001668, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500922, Class: 0.640248, Obj: 0.001874, No Obj: 0.003482, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.289500, Class: 0.493047, Obj: 0.001717, No Obj: 0.001657, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382766, Class: 0.275483, Obj: 0.003072, No Obj: 0.003470, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413006, Class: 0.485679, Obj: 0.000918, No Obj: 0.001665, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340438, Class: 0.717283, Obj: 0.004098, No Obj: 0.003461, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.370821, Class: 0.417982, Obj: 0.001239, No Obj: 0.001647, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.373917, Class: 0.525006, Obj: 0.001445, No Obj: 0.004602, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003464, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.352927, Class: 0.421310, Obj: 0.002194, No Obj: 0.001646, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003463, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.303496, Class: 0.484586, Obj: 0.001713, No Obj: 0.001664, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747516, Class: 0.502688, Obj: 0.005007, No Obj: 0.003439, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.245386, Class: 0.442127, Obj: 0.000321, No Obj: 0.001647, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 308: 1.482348, 1.212141 avg loss, 0.000009 rate, 3.899939 seconds, 19712 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802705, Class: 0.720162, Obj: 0.001858, No Obj: 0.003378, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.442477, Class: 0.434173, Obj: 0.002109, No Obj: 0.001616, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486615, Class: 0.577635, Obj: 0.002667, No Obj: 0.003427, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.473573, Class: 0.707531, Obj: 0.002721, No Obj: 0.001649, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003390, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.355500, Class: 0.553239, Obj: 0.003437, No Obj: 0.001633, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004374, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572572, Class: 0.628157, Obj: 0.003706, No Obj: 0.003403, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.414150, Class: 0.482864, Obj: 0.001268, No Obj: 0.001632, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.199506, Class: 0.421488, Obj: 0.003263, No Obj: 0.004213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003429, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362018, Class: 0.549963, Obj: 0.001424, No Obj: 0.001643, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.514599, Class: 0.529795, Obj: 0.004321, No Obj: 0.004501, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003434, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424137, Class: 0.488821, Obj: 0.001663, No Obj: 0.001624, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328387, Class: 0.697407, Obj: 0.003498, No Obj: 0.003449, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.197158, Class: 0.460621, Obj: 0.000719, No Obj: 0.001653, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.295962, Class: 0.184466, Obj: 0.005150, No Obj: 0.003418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462728, Class: 0.528960, Obj: 0.004323, No Obj: 0.001655, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 309: 1.099638, 1.200890 avg loss, 0.000009 rate, 3.904137 seconds, 19776 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.339311, Class: 0.512032, Obj: 0.006698, No Obj: 0.004465, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.428762, Class: 0.674994, Obj: 0.003661, No Obj: 0.003390, .5R: 0.250000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.397827, Class: 0.400837, Obj: 0.001726, No Obj: 0.001608, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004426, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456527, Class: 0.442245, Obj: 0.001043, No Obj: 0.001608, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004000, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626744, Class: 0.457729, Obj: 0.003418, No Obj: 0.003358, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.428130, Class: 0.539160, Obj: 0.001277, No Obj: 0.001620, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566874, Class: 0.478216, Obj: 0.001558, No Obj: 0.003337, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.406703, Class: 0.423319, Obj: 0.001989, No Obj: 0.001605, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720042, Class: 0.547403, Obj: 0.000993, No Obj: 0.003330, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.331167, Class: 0.521295, Obj: 0.001364, No Obj: 0.001589, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475042, Class: 0.691501, Obj: 0.002579, No Obj: 0.003330, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.358212, Class: 0.456273, Obj: 0.000942, No Obj: 0.001605, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003957, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645775, Class: 0.564530, Obj: 0.001266, No Obj: 0.003346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461034, Class: 0.458471, Obj: 0.001432, No Obj: 0.001604, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003357, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391945, Class: 0.547922, Obj: 0.003039, No Obj: 0.001610, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 310: 1.271863, 1.207988 avg loss, 0.000009 rate, 3.905392 seconds, 19840 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598269, Class: 0.574404, Obj: 0.001455, No Obj: 0.003364, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444596, Class: 0.399575, Obj: 0.001395, No Obj: 0.001595, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003982, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.353450, Class: 0.711763, Obj: 0.002140, No Obj: 0.003297, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.268056, Class: 0.489405, Obj: 0.001068, No Obj: 0.001566, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004490, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598988, Class: 0.574440, Obj: 0.002199, No Obj: 0.003293, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383813, Class: 0.548040, Obj: 0.001183, No Obj: 0.001576, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588551, Class: 0.481386, Obj: 0.010446, No Obj: 0.003302, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.344704, Class: 0.487374, Obj: 0.001535, No Obj: 0.001581, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.527111, Class: 0.201386, Obj: 0.003202, No Obj: 0.003956, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003298, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382296, Class: 0.523083, Obj: 0.000992, No Obj: 0.001591, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631140, Class: 0.600349, Obj: 0.004460, No Obj: 0.003321, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.373826, Class: 0.418292, Obj: 0.001839, No Obj: 0.001602, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003921, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003294, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381627, Class: 0.542234, Obj: 0.001234, No Obj: 0.001578, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003998, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003328, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432099, Class: 0.470445, Obj: 0.001313, No Obj: 0.001594, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 311: 1.762915, 1.263480 avg loss, 0.000009 rate, 3.905872 seconds, 19904 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.258887, Class: 0.499222, Obj: 0.001154, No Obj: 0.001573, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003912, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003260, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.390552, Class: 0.522915, Obj: 0.001630, No Obj: 0.001559, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453047, Class: 0.848052, Obj: 0.000845, No Obj: 0.003242, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650709, Class: 0.434121, Obj: 0.002425, No Obj: 0.001563, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003920, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003230, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.336954, Class: 0.521957, Obj: 0.001939, No Obj: 0.001555, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664176, Class: 0.736516, Obj: 0.003607, No Obj: 0.003271, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.337574, Class: 0.542882, Obj: 0.001355, No Obj: 0.001544, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003951, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003245, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429879, Class: 0.540705, Obj: 0.001748, No Obj: 0.001553, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.111215, Class: 0.495118, Obj: 0.007311, No Obj: 0.003901, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.365624, Class: 0.665985, Obj: 0.001540, No Obj: 0.003247, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.320095, Class: 0.485979, Obj: 0.001148, No Obj: 0.001555, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.313071, Class: 0.650077, Obj: 0.013918, No Obj: 0.004158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644006, Class: 0.505482, Obj: 0.001027, No Obj: 0.003256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.436007, Class: 0.442129, Obj: 0.000715, No Obj: 0.001563, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 312: 1.212903, 1.258423 avg loss, 0.000009 rate, 3.902053 seconds, 19968 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003904, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.269933, Class: 0.668448, Obj: 0.003607, No Obj: 0.003208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.422973, Class: 0.490438, Obj: 0.001757, No Obj: 0.001535, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003961, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436663, Class: 0.726899, Obj: 0.002386, No Obj: 0.003190, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.524846, Class: 0.481431, Obj: 0.001703, No Obj: 0.001539, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631539, Class: 0.450052, Obj: 0.000382, No Obj: 0.003204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542831, Class: 0.526084, Obj: 0.001211, No Obj: 0.001511, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.454809, Class: 0.437998, Obj: 0.014393, No Obj: 0.004092, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003215, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465388, Class: 0.583221, Obj: 0.001524, No Obj: 0.001533, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.064931, Class: 0.343378, Obj: 0.001217, No Obj: 0.003997, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003190, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533970, Class: 0.447885, Obj: 0.001584, No Obj: 0.001549, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003834, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361458, Class: 0.606172, Obj: 0.001405, No Obj: 0.003174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.326965, Class: 0.458112, Obj: 0.000995, No Obj: 0.001524, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003796, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003201, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.439289, Class: 0.504172, Obj: 0.001750, No Obj: 0.001531, .5R: 0.600000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003227, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.251917, Class: 0.542851, Obj: 0.002196, No Obj: 0.001565, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 313: 1.810879, 1.313668 avg loss, 0.000010 rate, 3.904813 seconds, 20032 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.230676, Class: 0.427256, Obj: 0.005427, No Obj: 0.003751, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.458047, Class: 0.583913, Obj: 0.001050, No Obj: 0.003165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.168308, Class: 0.442190, Obj: 0.002296, No Obj: 0.001517, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.279300, Class: 0.534667, Obj: 0.006018, No Obj: 0.001510, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003814, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417702, Class: 0.568033, Obj: 0.003081, No Obj: 0.003141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445023, Class: 0.393627, Obj: 0.002019, No Obj: 0.001500, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003866, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645177, Class: 0.523371, Obj: 0.003133, No Obj: 0.003218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379691, Class: 0.643073, Obj: 0.002381, No Obj: 0.001530, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003868, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665563, Class: 0.720611, Obj: 0.003553, No Obj: 0.003172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432778, Class: 0.509344, Obj: 0.000615, No Obj: 0.001511, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003959, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521287, Class: 0.529061, Obj: 0.002998, No Obj: 0.003174, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.366351, Class: 0.369824, Obj: 0.001356, No Obj: 0.001505, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.152136, Class: 0.273001, Obj: 0.004134, No Obj: 0.003799, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409360, Class: 0.460624, Obj: 0.003415, No Obj: 0.001499, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.238969, Class: 0.309827, Obj: 0.007651, No Obj: 0.003845, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425594, Class: 0.452118, Obj: 0.001847, No Obj: 0.001512, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 314: 1.010239, 1.283325 avg loss, 0.000010 rate, 3.903063 seconds, 20096 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.304925, Class: 0.501668, Obj: 0.001509, No Obj: 0.001489, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.493071, Class: 0.419832, Obj: 0.002142, No Obj: 0.003628, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.221722, Class: 0.685725, Obj: 0.001400, No Obj: 0.003069, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.500558, Class: 0.531387, Obj: 0.001486, No Obj: 0.001485, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003927, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546821, Class: 0.438386, Obj: 0.002103, No Obj: 0.003097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.336756, Class: 0.514772, Obj: 0.001737, No Obj: 0.001488, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003954, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476392, Class: 0.609058, Obj: 0.001909, No Obj: 0.003104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.540826, Class: 0.423549, Obj: 0.002063, No Obj: 0.001499, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.578687, Class: 0.355941, Obj: 0.008489, No Obj: 0.004245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.363689, Class: 0.324566, Obj: 0.002934, No Obj: 0.003118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386104, Class: 0.455542, Obj: 0.001093, No Obj: 0.001491, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003966, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.395955, Class: 0.664463, Obj: 0.001265, No Obj: 0.003111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708467, Class: 0.429489, Obj: 0.001221, No Obj: 0.001494, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.283651, Class: 0.331172, Obj: 0.002839, No Obj: 0.003867, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.235190, Class: 0.597877, Obj: 0.003220, No Obj: 0.003110, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.372643, Class: 0.508566, Obj: 0.001899, No Obj: 0.001486, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486116, Class: 0.663974, Obj: 0.003202, No Obj: 0.003123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508891, Class: 0.481393, Obj: 0.001880, No Obj: 0.001478, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 315: 1.113726, 1.266365 avg loss, 0.000010 rate, 3.921100 seconds, 20160 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003884, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342914, Class: 0.638498, Obj: 0.003605, No Obj: 0.003068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.224360, Class: 0.248898, Obj: 0.000801, No Obj: 0.001477, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.388738, Class: 0.459041, Obj: 0.003125, No Obj: 0.003724, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.602821, Class: 0.600636, Obj: 0.005375, No Obj: 0.003028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354906, Class: 0.473696, Obj: 0.001423, No Obj: 0.001452, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003704, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822613, Class: 0.746094, Obj: 0.001810, No Obj: 0.003043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.327502, Class: 0.323242, Obj: 0.000400, No Obj: 0.001461, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003797, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502528, Class: 0.647730, Obj: 0.002436, No Obj: 0.003093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.263245, Class: 0.379477, Obj: 0.001068, No Obj: 0.001474, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003785, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400208, Class: 0.520148, Obj: 0.000897, No Obj: 0.001463, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003659, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.278598, Class: 0.391206, Obj: 0.001164, No Obj: 0.001452, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003789, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.283094, Class: 0.521158, Obj: 0.001720, No Obj: 0.001468, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.314421, Class: 0.275090, Obj: 0.000987, No Obj: 0.003746, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431995, Class: 0.510492, Obj: 0.005344, No Obj: 0.003081, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.399056, Class: 0.497982, Obj: 0.001486, No Obj: 0.001481, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 316: 0.976766, 1.237405 avg loss, 0.000010 rate, 3.905685 seconds, 20224 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003759, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.498958, Class: 0.431593, Obj: 0.001438, No Obj: 0.001436, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003684, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639975, Class: 0.599838, Obj: 0.004298, No Obj: 0.003005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.436686, Class: 0.392113, Obj: 0.001991, No Obj: 0.001432, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003759, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312382, Class: 0.437503, Obj: 0.000908, No Obj: 0.001452, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.443996, Class: 0.414659, Obj: 0.009818, No Obj: 0.003697, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.397817, Class: 0.652013, Obj: 0.002569, No Obj: 0.002998, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380914, Class: 0.360411, Obj: 0.001907, No Obj: 0.001437, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003731, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.285204, Class: 0.618550, Obj: 0.002298, No Obj: 0.003019, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.439785, Class: 0.158803, Obj: 0.000589, No Obj: 0.001439, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.523843, Class: 0.470919, Obj: 0.004679, No Obj: 0.003798, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.304683, Class: 0.585603, Obj: 0.004714, No Obj: 0.003006, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.464053, Class: 0.412750, Obj: 0.001629, No Obj: 0.001434, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616464, Class: 0.815619, Obj: 0.003647, No Obj: 0.002989, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.475468, Class: 0.456364, Obj: 0.000909, No Obj: 0.001435, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.004294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.227584, Class: 0.449321, Obj: 0.001480, No Obj: 0.001441, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 317: 1.228336, 1.236498 avg loss, 0.000010 rate, 3.901686 seconds, 20288 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003797, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002944, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.307095, Class: 0.531176, Obj: 0.002331, No Obj: 0.001414, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.368074, Class: 0.507470, Obj: 0.002587, No Obj: 0.003648, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.525205, Class: 0.556126, Obj: 0.000767, No Obj: 0.002963, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.574428, Class: 0.553634, Obj: 0.004023, No Obj: 0.001428, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003595, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002976, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.293038, Class: 0.441773, Obj: 0.003118, No Obj: 0.001423, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003547, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002976, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.318110, Class: 0.532121, Obj: 0.000840, No Obj: 0.001406, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003610, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002954, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537055, Class: 0.546569, Obj: 0.001587, No Obj: 0.001414, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003587, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002958, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566811, Class: 0.585706, Obj: 0.000404, No Obj: 0.001411, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003559, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522075, Class: 0.601589, Obj: 0.002797, No Obj: 0.002982, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.402911, Class: 0.424784, Obj: 0.001779, No Obj: 0.001409, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.480174, Class: 0.407334, Obj: 0.004662, No Obj: 0.003625, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002985, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424381, Class: 0.574429, Obj: 0.001113, No Obj: 0.001429, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 318: 1.192306, 1.232079 avg loss, 0.000010 rate, 3.901760 seconds, 20352 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003562, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463553, Class: 0.620689, Obj: 0.003027, No Obj: 0.002922, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.441318, Class: 0.466303, Obj: 0.001703, No Obj: 0.001405, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.271365, Class: 0.363704, Obj: 0.001885, No Obj: 0.003857, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.499873, Class: 0.414481, Obj: 0.005909, No Obj: 0.002945, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459173, Class: 0.437912, Obj: 0.001261, No Obj: 0.001400, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003589, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734123, Class: 0.742257, Obj: 0.002264, No Obj: 0.002948, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338667, Class: 0.412554, Obj: 0.000669, No Obj: 0.001410, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003582, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002911, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.277685, Class: 0.459715, Obj: 0.001990, No Obj: 0.001388, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468660, Class: 0.601096, Obj: 0.001762, No Obj: 0.002913, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.248311, Class: 0.465183, Obj: 0.000634, No Obj: 0.001392, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.243188, Class: 0.287246, Obj: 0.003670, No Obj: 0.003656, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.377710, Class: 0.607103, Obj: 0.003527, No Obj: 0.002956, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001420, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003632, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002918, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562339, Class: 0.442976, Obj: 0.001508, No Obj: 0.001396, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003842, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002926, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.319282, Class: 0.452178, Obj: 0.002498, No Obj: 0.001399, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 319: 1.553653, 1.264237 avg loss, 0.000010 rate, 3.918642 seconds, 20416 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.637946, Class: 0.382724, Obj: 0.006662, No Obj: 0.003777, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.557627, Class: 0.695080, Obj: 0.002500, No Obj: 0.002875, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.501599, Class: 0.531041, Obj: 0.000678, No Obj: 0.001377, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003550, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002884, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.250276, Class: 0.337045, Obj: 0.000335, No Obj: 0.001375, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003578, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698669, Class: 0.731574, Obj: 0.001826, No Obj: 0.002911, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354369, Class: 0.435238, Obj: 0.002038, No Obj: 0.001393, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003601, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002881, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.320800, Class: 0.572664, Obj: 0.002607, No Obj: 0.001380, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402935, Class: 0.466495, Obj: 0.003170, No Obj: 0.002865, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.341862, Class: 0.460263, Obj: 0.001815, No Obj: 0.001362, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003457, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.255367, Class: 0.439532, Obj: 0.002621, No Obj: 0.002870, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.473843, Class: 0.490433, Obj: 0.000805, No Obj: 0.001389, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.333549, Class: 0.405506, Obj: 0.005936, No Obj: 0.003456, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.640430, Class: 0.571787, Obj: 0.002526, No Obj: 0.002840, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603765, Class: 0.477465, Obj: 0.001100, No Obj: 0.001362, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.229301, Class: 0.293265, Obj: 0.002988, No Obj: 0.003761, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002875, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.498484, Class: 0.630304, Obj: 0.001255, No Obj: 0.001383, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 320: 1.275913, 1.265404 avg loss, 0.000010 rate, 3.908357 seconds, 20480 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003408, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827790, Class: 0.796458, Obj: 0.002495, No Obj: 0.002837, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.373425, Class: 0.480613, Obj: 0.001350, No Obj: 0.001358, .5R: 0.181818, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003595, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002813, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.358755, Class: 0.363232, Obj: 0.000559, No Obj: 0.001343, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.340015, Class: 0.225588, Obj: 0.013515, No Obj: 0.003438, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.439853, Class: 0.547828, Obj: 0.007076, No Obj: 0.002829, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.593897, Class: 0.523867, Obj: 0.001731, No Obj: 0.001357, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.641242, Class: 0.355126, Obj: 0.004780, No Obj: 0.003487, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002822, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401430, Class: 0.487161, Obj: 0.000793, No Obj: 0.001346, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.146244, Class: 0.700745, Obj: 0.004990, No Obj: 0.003287, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.777592, Class: 0.732168, Obj: 0.003831, No Obj: 0.002852, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.515782, Class: 0.494785, Obj: 0.002048, No Obj: 0.001355, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003498, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463141, Class: 0.473483, Obj: 0.001119, No Obj: 0.002833, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.421594, Class: 0.501201, Obj: 0.002115, No Obj: 0.001346, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003505, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002814, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541293, Class: 0.510807, Obj: 0.001218, No Obj: 0.001348, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003698, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775080, Class: 0.707353, Obj: 0.003255, No Obj: 0.002861, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.361626, Class: 0.488845, Obj: 0.000938, No Obj: 0.001355, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 321: 1.746898, 1.313554 avg loss, 0.000011 rate, 3.926817 seconds, 20544 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003528, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687719, Class: 0.556910, Obj: 0.002138, No Obj: 0.002806, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365021, Class: 0.528587, Obj: 0.001312, No Obj: 0.001348, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002764, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435316, Class: 0.486093, Obj: 0.002293, No Obj: 0.001323, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003489, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487071, Class: 0.612365, Obj: 0.002684, No Obj: 0.002785, .5R: 0.250000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.405726, Class: 0.533053, Obj: 0.000922, No Obj: 0.001324, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003484, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493059, Class: 0.350256, Obj: 0.009605, No Obj: 0.002792, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377179, Class: 0.458818, Obj: 0.000790, No Obj: 0.001329, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003383, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002771, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491953, Class: 0.376438, Obj: 0.000798, No Obj: 0.001331, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.693210, Class: 0.457000, Obj: 0.014392, No Obj: 0.003667, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.532510, Class: 0.527818, Obj: 0.003123, No Obj: 0.002833, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.794510, Class: 0.446440, Obj: 0.001078, No Obj: 0.001358, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003571, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002773, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397795, Class: 0.468730, Obj: 0.001617, No Obj: 0.001321, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537499, Class: 0.635983, Obj: 0.001579, No Obj: 0.002780, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512436, Class: 0.539400, Obj: 0.001400, No Obj: 0.001321, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 322: 1.246328, 1.306831 avg loss, 0.000011 rate, 3.907108 seconds, 20608 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003450, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002793, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.426687, Class: 0.574976, Obj: 0.000658, No Obj: 0.001333, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003431, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474803, Class: 0.426536, Obj: 0.003303, No Obj: 0.002769, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.336325, Class: 0.374760, Obj: 0.000554, No Obj: 0.001310, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414737, Class: 0.620269, Obj: 0.003236, No Obj: 0.002734, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.452982, Class: 0.514398, Obj: 0.000917, No Obj: 0.001311, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003475, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606357, Class: 0.335304, Obj: 0.002592, No Obj: 0.002739, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599494, Class: 0.488693, Obj: 0.000343, No Obj: 0.001305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003510, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412804, Class: 0.525198, Obj: 0.003606, No Obj: 0.002752, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.379188, Class: 0.531871, Obj: 0.000903, No Obj: 0.001335, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.117487, Class: 0.547945, Obj: 0.002464, No Obj: 0.003474, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.560826, Class: 0.545953, Obj: 0.001345, No Obj: 0.002767, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.452274, Class: 0.483867, Obj: 0.002151, No Obj: 0.001313, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003359, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002760, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749341, Class: 0.442985, Obj: 0.000668, No Obj: 0.001318, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452910, Class: 0.658008, Obj: 0.002694, No Obj: 0.002753, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.332808, Class: 0.600586, Obj: 0.002255, No Obj: 0.001323, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 323: 1.066816, 1.282830 avg loss, 0.000011 rate, 3.907279 seconds, 20672 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003515, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002729, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365223, Class: 0.569887, Obj: 0.002340, No Obj: 0.001304, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002704, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298105, Class: 0.460772, Obj: 0.000592, No Obj: 0.001281, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003617, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598101, Class: 0.679577, Obj: 0.003352, No Obj: 0.002719, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.355445, Class: 0.445396, Obj: 0.000391, No Obj: 0.001300, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369695, Class: 0.568076, Obj: 0.002645, No Obj: 0.002675, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.437228, Class: 0.458322, Obj: 0.001223, No Obj: 0.001307, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002703, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001285, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327085, Class: 0.529116, Obj: 0.004251, No Obj: 0.002696, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.336462, Class: 0.528243, Obj: 0.000965, No Obj: 0.001296, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003384, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705805, Class: 0.568015, Obj: 0.002432, No Obj: 0.002717, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.374191, Class: 0.389858, Obj: 0.001236, No Obj: 0.001300, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003321, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496861, Class: 0.655145, Obj: 0.000958, No Obj: 0.002713, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445651, Class: 0.420913, Obj: 0.000755, No Obj: 0.001293, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 324: 0.999688, 1.254515 avg loss, 0.000011 rate, 3.922834 seconds, 20736 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003449, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.311337, Class: 0.759724, Obj: 0.003061, No Obj: 0.002672, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.423682, Class: 0.430003, Obj: 0.001031, No Obj: 0.001274, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.226529, Class: 0.910893, Obj: 0.001853, No Obj: 0.002687, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001290, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.287448, Class: 0.735589, Obj: 0.002136, No Obj: 0.002673, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.329425, Class: 0.393767, Obj: 0.002177, No Obj: 0.001280, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.306337, Class: 0.528606, Obj: 0.000238, No Obj: 0.002675, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.470032, Class: 0.386846, Obj: 0.000938, No Obj: 0.001278, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794934, Class: 0.450632, Obj: 0.002172, No Obj: 0.002661, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.278912, Class: 0.507820, Obj: 0.000875, No Obj: 0.001275, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366818, Class: 0.529604, Obj: 0.007422, No Obj: 0.002684, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.466244, Class: 0.418644, Obj: 0.001152, No Obj: 0.001268, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.338733, Class: 0.606265, Obj: 0.003736, No Obj: 0.002673, .5R: 0.200000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.344662, Class: 0.496721, Obj: 0.001343, No Obj: 0.001288, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002678, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.334781, Class: 0.413373, Obj: 0.000441, No Obj: 0.001274, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 325: 1.457407, 1.274805 avg loss, 0.000011 rate, 3.904314 seconds, 20800 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002633, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413635, Class: 0.447059, Obj: 0.001076, No Obj: 0.001241, .5R: 0.300000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003532, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002654, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399204, Class: 0.592415, Obj: 0.001137, No Obj: 0.001269, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.340039, Class: 0.391163, Obj: 0.007202, No Obj: 0.003149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.489198, Class: 0.556843, Obj: 0.003684, No Obj: 0.002616, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382110, Class: 0.461526, Obj: 0.001192, No Obj: 0.001253, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002620, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.330914, Class: 0.468495, Obj: 0.001696, No Obj: 0.001254, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.768671, Class: 0.274339, Obj: 0.007159, No Obj: 0.003264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.665061, Class: 0.532017, Obj: 0.001962, No Obj: 0.002628, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458098, Class: 0.511856, Obj: 0.001160, No Obj: 0.001258, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790490, Class: 0.527027, Obj: 0.001766, No Obj: 0.002604, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.396560, Class: 0.558454, Obj: 0.001990, No Obj: 0.001251, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463709, Class: 0.701318, Obj: 0.002540, No Obj: 0.002656, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.398652, Class: 0.450494, Obj: 0.000847, No Obj: 0.001264, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434716, Class: 0.553546, Obj: 0.003695, No Obj: 0.002618, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.446645, Class: 0.568025, Obj: 0.000939, No Obj: 0.001260, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 326: 1.357872, 1.283111 avg loss, 0.000011 rate, 3.913259 seconds, 20864 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.348481, Class: 0.682778, Obj: 0.003518, No Obj: 0.002583, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450736, Class: 0.416215, Obj: 0.001279, No Obj: 0.001234, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680054, Class: 0.722340, Obj: 0.004233, No Obj: 0.002589, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372032, Class: 0.453828, Obj: 0.001310, No Obj: 0.001246, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.264484, Class: 0.420769, Obj: 0.005982, No Obj: 0.003286, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.276213, Class: 0.528572, Obj: 0.002603, No Obj: 0.002590, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001239, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002572, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644806, Class: 0.534792, Obj: 0.000615, No Obj: 0.001234, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003401, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625528, Class: 0.767608, Obj: 0.005620, No Obj: 0.002601, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.282971, Class: 0.405073, Obj: 0.001648, No Obj: 0.001239, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003348, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002622, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.325180, Class: 0.525154, Obj: 0.001851, No Obj: 0.001242, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002981, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.249557, Class: 0.653630, Obj: 0.003017, No Obj: 0.002567, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.333109, Class: 0.437454, Obj: 0.001063, No Obj: 0.001231, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002578, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377278, Class: 0.487391, Obj: 0.000621, No Obj: 0.001233, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 327: 1.543327, 1.309133 avg loss, 0.000011 rate, 3.902510 seconds, 20928 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002553, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391318, Class: 0.491872, Obj: 0.001166, No Obj: 0.001227, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.309581, Class: 0.330541, Obj: 0.006374, No Obj: 0.003117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.524691, Class: 0.622850, Obj: 0.001803, No Obj: 0.002543, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.400466, Class: 0.578445, Obj: 0.001302, No Obj: 0.001215, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.199538, Class: 0.471109, Obj: 0.001421, No Obj: 0.003120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002590, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.539259, Class: 0.488838, Obj: 0.001683, No Obj: 0.001240, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476916, Class: 0.342622, Obj: 0.001070, No Obj: 0.002546, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381417, Class: 0.502958, Obj: 0.001138, No Obj: 0.001215, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326566, Class: 0.589337, Obj: 0.005170, No Obj: 0.002519, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.444939, Class: 0.456944, Obj: 0.001265, No Obj: 0.001211, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458639, Class: 0.577043, Obj: 0.003901, No Obj: 0.002567, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.425662, Class: 0.509658, Obj: 0.001452, No Obj: 0.001231, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682395, Class: 0.445394, Obj: 0.003495, No Obj: 0.002571, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354787, Class: 0.508048, Obj: 0.001055, No Obj: 0.001229, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.600410, Class: 0.515369, Obj: 0.007296, No Obj: 0.003254, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002603, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364550, Class: 0.459337, Obj: 0.003175, No Obj: 0.001256, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 328: 1.449636, 1.323183 avg loss, 0.000012 rate, 3.916371 seconds, 20992 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.539141, Class: 0.512362, Obj: 0.006458, No Obj: 0.003276, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431900, Class: 0.675938, Obj: 0.003628, No Obj: 0.002528, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.356529, Class: 0.445906, Obj: 0.000820, No Obj: 0.001200, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.276588, Class: 0.639676, Obj: 0.001472, No Obj: 0.002522, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.187179, Class: 0.420805, Obj: 0.000816, No Obj: 0.001205, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003306, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002519, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438919, Class: 0.439532, Obj: 0.001252, No Obj: 0.001205, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002493, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001203, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318766, Class: 0.679360, Obj: 0.002406, No Obj: 0.002493, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.378397, Class: 0.385041, Obj: 0.000685, No Obj: 0.001200, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484837, Class: 0.670875, Obj: 0.002149, No Obj: 0.002509, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.187667, Class: 0.366927, Obj: 0.001460, No Obj: 0.001201, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329034, Class: 0.733910, Obj: 0.002499, No Obj: 0.002508, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.397695, Class: 0.532535, Obj: 0.001344, No Obj: 0.001199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.254857, Class: 0.374376, Obj: 0.000967, No Obj: 0.003036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002505, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445071, Class: 0.426151, Obj: 0.000890, No Obj: 0.001213, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 329: 1.253302, 1.316195 avg loss, 0.000012 rate, 3.903425 seconds, 21056 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002969, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685980, Class: 0.807241, Obj: 0.001603, No Obj: 0.002478, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644382, Class: 0.530348, Obj: 0.000498, No Obj: 0.001195, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.344807, Class: 0.673284, Obj: 0.004636, No Obj: 0.002493, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.302924, Class: 0.564544, Obj: 0.000956, No Obj: 0.001184, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400642, Class: 0.445078, Obj: 0.002293, No Obj: 0.002472, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444207, Class: 0.472562, Obj: 0.001253, No Obj: 0.001180, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002488, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356202, Class: 0.479673, Obj: 0.001276, No Obj: 0.001195, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002479, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.306638, Class: 0.577492, Obj: 0.000606, No Obj: 0.001182, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589355, Class: 0.725840, Obj: 0.002012, No Obj: 0.002476, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.402359, Class: 0.433392, Obj: 0.001317, No Obj: 0.001193, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002477, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571340, Class: 0.464449, Obj: 0.001054, No Obj: 0.001193, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002962, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002475, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310249, Class: 0.574807, Obj: 0.000846, No Obj: 0.001175, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 330: 1.173673, 1.301943 avg loss, 0.000012 rate, 3.920879 seconds, 21120 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002908, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328847, Class: 0.662064, Obj: 0.001340, No Obj: 0.002452, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.338210, Class: 0.378222, Obj: 0.000517, No Obj: 0.001176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002996, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.353926, Class: 0.592798, Obj: 0.002441, No Obj: 0.002445, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392772, Class: 0.396018, Obj: 0.000740, No Obj: 0.001167, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002443, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365954, Class: 0.442903, Obj: 0.000920, No Obj: 0.001162, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002445, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533479, Class: 0.435673, Obj: 0.000981, No Obj: 0.001158, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002896, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513063, Class: 0.636199, Obj: 0.003697, No Obj: 0.002414, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392438, Class: 0.449500, Obj: 0.001051, No Obj: 0.001164, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002458, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.243125, Class: 0.567816, Obj: 0.001225, No Obj: 0.001173, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002832, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002425, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511663, Class: 0.403515, Obj: 0.000865, No Obj: 0.001164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312480, Class: 0.657900, Obj: 0.002592, No Obj: 0.002437, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.320832, Class: 0.445047, Obj: 0.001322, No Obj: 0.001174, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 331: 1.241275, 1.295876 avg loss, 0.000012 rate, 3.908827 seconds, 21184 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.337933, Class: 0.570706, Obj: 0.011095, No Obj: 0.002837, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.477863, Class: 0.683757, Obj: 0.002563, No Obj: 0.002417, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.331120, Class: 0.405056, Obj: 0.000490, No Obj: 0.001151, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003303, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553135, Class: 0.633586, Obj: 0.003085, No Obj: 0.002404, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.425156, Class: 0.482732, Obj: 0.000988, No Obj: 0.001149, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355126, Class: 0.688881, Obj: 0.001658, No Obj: 0.002423, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.470188, Class: 0.526503, Obj: 0.001245, No Obj: 0.001165, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002832, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002418, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424952, Class: 0.454468, Obj: 0.001546, No Obj: 0.001158, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.156901, Class: 0.395491, Obj: 0.000368, No Obj: 0.003061, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.405117, Class: 0.531725, Obj: 0.003050, No Obj: 0.002403, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.453752, Class: 0.426487, Obj: 0.001134, No Obj: 0.001138, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467286, Class: 0.721774, Obj: 0.002019, No Obj: 0.002427, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483535, Class: 0.370592, Obj: 0.002286, No Obj: 0.001166, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002957, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002395, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.411041, Class: 0.461600, Obj: 0.001141, No Obj: 0.001157, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002982, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002397, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473859, Class: 0.370609, Obj: 0.000871, No Obj: 0.001147, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 332: 1.188867, 1.285175 avg loss, 0.000012 rate, 3.903455 seconds, 21248 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002855, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002353, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409691, Class: 0.509016, Obj: 0.001547, No Obj: 0.001131, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002869, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002366, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380747, Class: 0.515769, Obj: 0.001053, No Obj: 0.001134, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002862, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002362, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455319, Class: 0.516410, Obj: 0.000639, No Obj: 0.001126, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002836, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002364, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421130, Class: 0.422378, Obj: 0.001207, No Obj: 0.001129, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.820920, Class: 0.244558, Obj: 0.004273, No Obj: 0.002921, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.413882, Class: 0.552678, Obj: 0.003483, No Obj: 0.002390, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.327845, Class: 0.509717, Obj: 0.000734, No Obj: 0.001140, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002877, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.297299, Class: 0.567822, Obj: 0.002086, No Obj: 0.002359, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334483, Class: 0.650416, Obj: 0.001886, No Obj: 0.001137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002853, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524256, Class: 0.671105, Obj: 0.003943, No Obj: 0.002365, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.288599, Class: 0.554670, Obj: 0.001122, No Obj: 0.001133, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414902, Class: 0.564049, Obj: 0.001098, No Obj: 0.002381, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.473460, Class: 0.519412, Obj: 0.000947, No Obj: 0.001152, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 333: 1.252818, 1.281940 avg loss, 0.000012 rate, 3.921416 seconds, 21312 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535311, Class: 0.667636, Obj: 0.002174, No Obj: 0.002384, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526973, Class: 0.556090, Obj: 0.000865, No Obj: 0.001126, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002776, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599492, Class: 0.637243, Obj: 0.001727, No Obj: 0.002316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582852, Class: 0.492255, Obj: 0.000489, No Obj: 0.001113, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002789, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456571, Class: 0.746541, Obj: 0.000944, No Obj: 0.002332, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439869, Class: 0.549322, Obj: 0.000287, No Obj: 0.001117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002698, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002341, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381396, Class: 0.378115, Obj: 0.001075, No Obj: 0.001127, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002331, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382796, Class: 0.505117, Obj: 0.001265, No Obj: 0.001119, .5R: 0.300000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002844, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.229035, Class: 0.684499, Obj: 0.001161, No Obj: 0.002344, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.427573, Class: 0.390527, Obj: 0.001428, No Obj: 0.001132, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002334, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394074, Class: 0.482276, Obj: 0.001069, No Obj: 0.001116, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002945, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002377, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340138, Class: 0.437744, Obj: 0.000269, No Obj: 0.001138, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 334: 0.972124, 1.250958 avg loss, 0.000012 rate, 3.905656 seconds, 21376 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.344124, Class: 0.455637, Obj: 0.007113, No Obj: 0.002894, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.448433, Class: 0.547026, Obj: 0.003842, No Obj: 0.002299, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.233288, Class: 0.396511, Obj: 0.000618, No Obj: 0.001109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.649126, Class: 0.274529, Obj: 0.003357, No Obj: 0.002924, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.713661, Class: 0.744495, Obj: 0.002172, No Obj: 0.002305, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.439947, Class: 0.573968, Obj: 0.000872, No Obj: 0.001104, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002784, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744026, Class: 0.756605, Obj: 0.001036, No Obj: 0.002303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404747, Class: 0.448125, Obj: 0.001447, No Obj: 0.001103, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361085, Class: 0.658334, Obj: 0.001534, No Obj: 0.002344, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379564, Class: 0.386503, Obj: 0.001733, No Obj: 0.001120, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002738, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614040, Class: 0.744625, Obj: 0.001497, No Obj: 0.002276, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.296696, Class: 0.601559, Obj: 0.001425, No Obj: 0.001097, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.003063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002335, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464720, Class: 0.415691, Obj: 0.001236, No Obj: 0.001121, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002790, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002311, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700591, Class: 0.509724, Obj: 0.001653, No Obj: 0.001102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002759, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536734, Class: 0.649697, Obj: 0.002890, No Obj: 0.002306, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.459234, Class: 0.474632, Obj: 0.001674, No Obj: 0.001109, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 335: 1.058903, 1.231752 avg loss, 0.000013 rate, 3.906577 seconds, 21440 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002655, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.415601, Class: 0.735008, Obj: 0.000632, No Obj: 0.002247, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.368206, Class: 0.548586, Obj: 0.000887, No Obj: 0.001093, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002789, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566476, Class: 0.570262, Obj: 0.001513, No Obj: 0.002281, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.318876, Class: 0.403318, Obj: 0.001570, No Obj: 0.001090, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002850, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.203479, Class: 0.736398, Obj: 0.001225, No Obj: 0.002284, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.449670, Class: 0.432919, Obj: 0.001173, No Obj: 0.001096, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002740, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502318, Class: 0.560929, Obj: 0.001108, No Obj: 0.002278, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.385523, Class: 0.438271, Obj: 0.000905, No Obj: 0.001102, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002732, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621768, Class: 0.662260, Obj: 0.002624, No Obj: 0.002259, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.405305, Class: 0.544674, Obj: 0.000845, No Obj: 0.001084, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.746181, Class: 0.573373, Obj: 0.010497, No Obj: 0.002852, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002247, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.246076, Class: 0.465251, Obj: 0.000237, No Obj: 0.001077, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002807, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002268, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.278210, Class: 0.490847, Obj: 0.001056, No Obj: 0.001089, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002666, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495857, Class: 0.762119, Obj: 0.004304, No Obj: 0.002280, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539612, Class: 0.455654, Obj: 0.000920, No Obj: 0.001085, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 336: 1.252308, 1.233808 avg loss, 0.000013 rate, 3.901285 seconds, 21504 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002788, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461717, Class: 0.747926, Obj: 0.002410, No Obj: 0.002250, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387239, Class: 0.561902, Obj: 0.001258, No Obj: 0.001079, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002881, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002233, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422530, Class: 0.568967, Obj: 0.002328, No Obj: 0.001070, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002725, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698445, Class: 0.700680, Obj: 0.000836, No Obj: 0.002242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601610, Class: 0.404967, Obj: 0.001409, No Obj: 0.001066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002764, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429844, Class: 0.754151, Obj: 0.001556, No Obj: 0.002258, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.359049, Class: 0.439908, Obj: 0.001142, No Obj: 0.001071, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002742, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501334, Class: 0.498873, Obj: 0.000956, No Obj: 0.002245, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.367294, Class: 0.507322, Obj: 0.000919, No Obj: 0.001081, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002679, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479914, Class: 0.539108, Obj: 0.002848, No Obj: 0.002250, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.288204, Class: 0.453332, Obj: 0.002105, No Obj: 0.001069, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002797, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678993, Class: 0.619788, Obj: 0.001845, No Obj: 0.002281, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.708990, Class: 0.541153, Obj: 0.003416, No Obj: 0.001084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002742, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002237, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467497, Class: 0.502818, Obj: 0.000973, No Obj: 0.001069, .5R: 0.375000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 337: 1.147662, 1.225193 avg loss, 0.000013 rate, 3.909003 seconds, 21568 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002739, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470664, Class: 0.769363, Obj: 0.002010, No Obj: 0.002196, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.458508, Class: 0.429800, Obj: 0.001412, No Obj: 0.001065, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002656, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.317560, Class: 0.687912, Obj: 0.002155, No Obj: 0.002199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001063, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002720, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340878, Class: 0.526903, Obj: 0.003355, No Obj: 0.002208, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411528, Class: 0.355664, Obj: 0.000325, No Obj: 0.001059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.459105, Class: 0.449218, Obj: 0.005570, No Obj: 0.002785, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.151163, Class: 0.471019, Obj: 0.001772, No Obj: 0.002206, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343377, Class: 0.434104, Obj: 0.000793, No Obj: 0.001063, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002697, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547667, Class: 0.586738, Obj: 0.003309, No Obj: 0.002193, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.304574, Class: 0.449929, Obj: 0.001004, No Obj: 0.001053, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.434011, Class: 0.314214, Obj: 0.001461, No Obj: 0.002774, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002211, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.277098, Class: 0.482370, Obj: 0.000568, No Obj: 0.001056, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002790, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.422077, Class: 0.605779, Obj: 0.001386, No Obj: 0.002218, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.474661, Class: 0.504178, Obj: 0.000822, No Obj: 0.001063, .5R: 0.500000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568410, Class: 0.672009, Obj: 0.003593, No Obj: 0.002209, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.410567, Class: 0.490707, Obj: 0.000684, No Obj: 0.001050, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 338: 1.431165, 1.245790 avg loss, 0.000013 rate, 3.928021 seconds, 21632 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002758, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002202, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.289452, Class: 0.530193, Obj: 0.000556, No Obj: 0.001053, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.411873, Class: 0.240154, Obj: 0.000931, No Obj: 0.002747, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.298375, Class: 0.525976, Obj: 0.001150, No Obj: 0.002183, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765891, Class: 0.222867, Obj: 0.000108, No Obj: 0.001051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002877, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764019, Class: 0.776034, Obj: 0.005746, No Obj: 0.002180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.317135, Class: 0.461870, Obj: 0.001028, No Obj: 0.001046, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002185, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363103, Class: 0.561816, Obj: 0.000953, No Obj: 0.001049, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002706, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434712, Class: 0.478475, Obj: 0.002948, No Obj: 0.002198, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.380269, Class: 0.554134, Obj: 0.000780, No Obj: 0.001056, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002651, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742820, Class: 0.625957, Obj: 0.002059, No Obj: 0.002168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675842, Class: 0.402814, Obj: 0.001024, No Obj: 0.001032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002667, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499498, Class: 0.768858, Obj: 0.006607, No Obj: 0.002195, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381706, Class: 0.515859, Obj: 0.000835, No Obj: 0.001041, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002871, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373941, Class: 0.622159, Obj: 0.002176, No Obj: 0.002217, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.502191, Class: 0.506192, Obj: 0.000596, No Obj: 0.001052, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 339: 1.177762, 1.238988 avg loss, 0.000013 rate, 3.916769 seconds, 21696 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.087393, Class: 0.347459, Obj: 0.001132, No Obj: 0.002566, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.494036, Class: 0.549507, Obj: 0.000904, No Obj: 0.002139, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.414530, Class: 0.581032, Obj: 0.002054, No Obj: 0.001027, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002631, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451655, Class: 0.507284, Obj: 0.001407, No Obj: 0.001031, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.740375, Class: 0.495426, Obj: 0.007984, No Obj: 0.002808, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.428812, Class: 0.716172, Obj: 0.002604, No Obj: 0.002173, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.372357, Class: 0.489795, Obj: 0.001010, No Obj: 0.001045, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002720, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380405, Class: 0.460624, Obj: 0.000564, No Obj: 0.001032, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002546, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566609, Class: 0.833792, Obj: 0.001538, No Obj: 0.002125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.237992, Class: 0.534870, Obj: 0.001653, No Obj: 0.001015, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.247807, Class: 0.461884, Obj: 0.001434, No Obj: 0.002818, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.509380, Class: 0.635773, Obj: 0.002138, No Obj: 0.002160, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.348162, Class: 0.474085, Obj: 0.001110, No Obj: 0.001039, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.464212, Class: 0.423134, Obj: 0.002959, No Obj: 0.002717, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.423316, Class: 0.751009, Obj: 0.001038, No Obj: 0.002148, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.449514, Class: 0.398460, Obj: 0.000888, No Obj: 0.001019, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584906, Class: 0.758039, Obj: 0.001668, No Obj: 0.002158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433511, Class: 0.453439, Obj: 0.001319, No Obj: 0.001023, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 340: 1.538038, 1.268893 avg loss, 0.000013 rate, 3.912604 seconds, 21760 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002571, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399480, Class: 0.618011, Obj: 0.003897, No Obj: 0.002127, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.569472, Class: 0.459743, Obj: 0.001116, No Obj: 0.001014, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002626, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615159, Class: 0.675048, Obj: 0.001213, No Obj: 0.002131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442203, Class: 0.476155, Obj: 0.001221, No Obj: 0.001015, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816124, Class: 0.752066, Obj: 0.000831, No Obj: 0.002105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.453742, Class: 0.534775, Obj: 0.000824, No Obj: 0.001011, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611799, Class: 0.559534, Obj: 0.002292, No Obj: 0.002097, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533177, Class: 0.503141, Obj: 0.000885, No Obj: 0.001002, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002616, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397654, Class: 0.487504, Obj: 0.000549, No Obj: 0.001005, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002759, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488962, Class: 0.635729, Obj: 0.003040, No Obj: 0.002132, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.217979, Class: 0.657067, Obj: 0.000492, No Obj: 0.001018, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529193, Class: 0.477032, Obj: 0.001791, No Obj: 0.002118, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.771091, Class: 0.405131, Obj: 0.000487, No Obj: 0.001017, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002748, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438652, Class: 0.671581, Obj: 0.001499, No Obj: 0.002114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.406497, Class: 0.478752, Obj: 0.000793, No Obj: 0.001015, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 341: 0.987180, 1.240721 avg loss, 0.000014 rate, 3.904054 seconds, 21824 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.285624, Class: 0.730225, Obj: 0.000988, No Obj: 0.002103, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368359, Class: 0.414522, Obj: 0.001043, No Obj: 0.002112, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.328906, Class: 0.504935, Obj: 0.001089, No Obj: 0.000996, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002473, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408839, Class: 0.629076, Obj: 0.003050, No Obj: 0.002090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613245, Class: 0.440531, Obj: 0.000719, No Obj: 0.000996, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504250, Class: 0.611948, Obj: 0.001905, No Obj: 0.001002, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.230228, Class: 0.456880, Obj: 0.001282, No Obj: 0.000999, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002579, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474801, Class: 0.465300, Obj: 0.001741, No Obj: 0.002073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382456, Class: 0.494583, Obj: 0.000869, No Obj: 0.000997, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.599524, Class: 0.769426, Obj: 0.000245, No Obj: 0.002572, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622085, Class: 0.430408, Obj: 0.001565, No Obj: 0.001001, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002527, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386588, Class: 0.389741, Obj: 0.001145, No Obj: 0.000989, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 342: 0.930415, 1.209691 avg loss, 0.000014 rate, 3.918567 seconds, 21888 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002517, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901895, Class: 0.533518, Obj: 0.005647, No Obj: 0.002060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.403733, Class: 0.465227, Obj: 0.000425, No Obj: 0.000983, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002695, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505083, Class: 0.629583, Obj: 0.002373, No Obj: 0.002070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459298, Class: 0.537295, Obj: 0.000669, No Obj: 0.001000, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.238074, Class: 0.444486, Obj: 0.006131, No Obj: 0.002771, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.495266, Class: 0.621862, Obj: 0.002551, No Obj: 0.002090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615592, Class: 0.545932, Obj: 0.000975, No Obj: 0.001005, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002502, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689599, Class: 0.484107, Obj: 0.001421, No Obj: 0.002047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.478123, Class: 0.643575, Obj: 0.000533, No Obj: 0.000993, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392506, Class: 0.555103, Obj: 0.001694, No Obj: 0.002057, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.413546, Class: 0.502258, Obj: 0.000941, No Obj: 0.000991, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002566, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401607, Class: 0.521979, Obj: 0.001360, No Obj: 0.002051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.087542, Class: 0.495494, Obj: 0.000651, No Obj: 0.000994, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002536, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391711, Class: 0.704233, Obj: 0.002639, No Obj: 0.002056, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.283687, Class: 0.484570, Obj: 0.000706, No Obj: 0.000990, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002442, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782177, Class: 0.312701, Obj: 0.006271, No Obj: 0.002047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.346209, Class: 0.476616, Obj: 0.001695, No Obj: 0.000983, .5R: 0.166667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 343: 1.035784, 1.192300 avg loss, 0.000014 rate, 3.921632 seconds, 21952 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002520, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.417146, Class: 0.414165, Obj: 0.001203, No Obj: 0.000972, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.607776, Class: 0.542557, Obj: 0.001090, No Obj: 0.002546, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394074, Class: 0.625966, Obj: 0.001195, No Obj: 0.000989, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.355991, Class: 0.459165, Obj: 0.000881, No Obj: 0.000977, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.275715, Class: 0.500216, Obj: 0.001760, No Obj: 0.002050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.313769, Class: 0.644437, Obj: 0.001291, No Obj: 0.000981, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002598, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886222, Class: 0.752993, Obj: 0.003735, No Obj: 0.002027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662714, Class: 0.437947, Obj: 0.000326, No Obj: 0.000986, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002434, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473949, Class: 0.476851, Obj: 0.001041, No Obj: 0.000982, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.682118, Class: 0.398625, Obj: 0.001404, No Obj: 0.002290, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532717, Class: 0.394274, Obj: 0.000768, No Obj: 0.000975, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002620, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444087, Class: 0.783313, Obj: 0.001866, No Obj: 0.002024, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647648, Class: 0.582570, Obj: 0.000884, No Obj: 0.000960, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 344: 0.937615, 1.166832 avg loss, 0.000014 rate, 3.924749 seconds, 22016 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002496, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.387311, Class: 0.749798, Obj: 0.001212, No Obj: 0.002009, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.496173, Class: 0.396285, Obj: 0.000789, No Obj: 0.000959, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002485, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394122, Class: 0.251525, Obj: 0.001299, No Obj: 0.002010, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.349122, Class: 0.499485, Obj: 0.000450, No Obj: 0.000970, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001991, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419693, Class: 0.477211, Obj: 0.000996, No Obj: 0.000956, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.327395, Class: 0.543304, Obj: 0.001454, No Obj: 0.002386, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.479888, Class: 0.403628, Obj: 0.001052, No Obj: 0.002008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.336283, Class: 0.544678, Obj: 0.000493, No Obj: 0.000962, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588315, Class: 0.634883, Obj: 0.003278, No Obj: 0.001993, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.396659, Class: 0.426411, Obj: 0.000799, No Obj: 0.000961, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002598, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.291809, Class: 0.661472, Obj: 0.007219, No Obj: 0.002040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.335814, Class: 0.571484, Obj: 0.001346, No Obj: 0.000956, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448469, Class: 0.695371, Obj: 0.000674, No Obj: 0.001999, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.449944, Class: 0.486674, Obj: 0.000615, No Obj: 0.000961, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562362, Class: 0.588886, Obj: 0.001059, No Obj: 0.001989, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.344849, Class: 0.487861, Obj: 0.001080, No Obj: 0.000967, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 345: 1.578193, 1.207968 avg loss, 0.000014 rate, 3.917758 seconds, 22080 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002434, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001969, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480149, Class: 0.402955, Obj: 0.000759, No Obj: 0.000944, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002443, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001973, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329762, Class: 0.433797, Obj: 0.001144, No Obj: 0.000932, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002470, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639271, Class: 0.637550, Obj: 0.001260, No Obj: 0.002002, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.374779, Class: 0.481302, Obj: 0.001275, No Obj: 0.000960, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594784, Class: 0.494405, Obj: 0.003045, No Obj: 0.001971, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.276280, Class: 0.526336, Obj: 0.001124, No Obj: 0.000942, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002505, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001983, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.216249, Class: 0.506288, Obj: 0.000708, No Obj: 0.000953, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002450, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394771, Class: 0.585786, Obj: 0.001434, No Obj: 0.001974, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.401143, Class: 0.490266, Obj: 0.000768, No Obj: 0.000945, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002441, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001988, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442212, Class: 0.300434, Obj: 0.000837, No Obj: 0.000953, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549065, Class: 0.789012, Obj: 0.000683, No Obj: 0.001966, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386948, Class: 0.577530, Obj: 0.000815, No Obj: 0.000948, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 346: 1.287606, 1.215932 avg loss, 0.000014 rate, 3.915764 seconds, 22144 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.638306, Class: 0.492364, Obj: 0.005641, No Obj: 0.002458, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001948, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401456, Class: 0.441471, Obj: 0.000467, No Obj: 0.000931, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002411, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001937, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298276, Class: 0.564984, Obj: 0.001327, No Obj: 0.000928, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652806, Class: 0.566615, Obj: 0.000872, No Obj: 0.001951, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419337, Class: 0.530694, Obj: 0.000607, No Obj: 0.000934, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.306241, Class: 0.676448, Obj: 0.004640, No Obj: 0.002452, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.632931, Class: 0.794883, Obj: 0.000824, No Obj: 0.001941, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448992, Class: 0.434575, Obj: 0.000927, No Obj: 0.000928, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.240960, Class: 0.348426, Obj: 0.000998, No Obj: 0.002692, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001990, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422296, Class: 0.327824, Obj: 0.000627, No Obj: 0.000940, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002569, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399421, Class: 0.628837, Obj: 0.001798, No Obj: 0.001963, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381727, Class: 0.389341, Obj: 0.000990, No Obj: 0.000938, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.246206, Class: 0.367638, Obj: 0.005626, No Obj: 0.002549, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.245591, Class: 0.597763, Obj: 0.002991, No Obj: 0.001995, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.296656, Class: 0.442253, Obj: 0.000828, No Obj: 0.000966, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001938, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.274420, Class: 0.471333, Obj: 0.000770, No Obj: 0.000934, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 347: 1.431780, 1.237517 avg loss, 0.000014 rate, 3.920524 seconds, 22208 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.227418, Class: 0.457322, Obj: 0.000698, No Obj: 0.002414, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001957, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383942, Class: 0.460322, Obj: 0.001489, No Obj: 0.000936, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.506987, Class: 0.486008, Obj: 0.003673, No Obj: 0.002406, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001921, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437618, Class: 0.441197, Obj: 0.000250, No Obj: 0.000920, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001897, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471404, Class: 0.551211, Obj: 0.000976, No Obj: 0.000911, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513557, Class: 0.639650, Obj: 0.001732, No Obj: 0.001913, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.433010, Class: 0.546411, Obj: 0.000637, No Obj: 0.000923, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002416, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001917, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.300154, Class: 0.589934, Obj: 0.000945, No Obj: 0.000925, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.346158, Class: 0.378155, Obj: 0.008570, No Obj: 0.002425, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.482599, Class: 0.777855, Obj: 0.002010, No Obj: 0.001919, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433203, Class: 0.388141, Obj: 0.000637, No Obj: 0.000916, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002426, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495159, Class: 0.568823, Obj: 0.003337, No Obj: 0.001903, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.531516, Class: 0.512085, Obj: 0.000910, No Obj: 0.000917, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.866669, Class: 0.299749, Obj: 0.000357, No Obj: 0.002391, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.559314, Class: 0.532879, Obj: 0.001372, No Obj: 0.001956, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.226211, Class: 0.458941, Obj: 0.001262, No Obj: 0.000938, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 348: 1.258540, 1.239619 avg loss, 0.000015 rate, 3.922687 seconds, 22272 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.225883, Class: 0.563406, Obj: 0.003690, No Obj: 0.002457, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.529205, Class: 0.304997, Obj: 0.001596, No Obj: 0.001927, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.320336, Class: 0.452916, Obj: 0.001484, No Obj: 0.000930, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002293, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746751, Class: 0.671167, Obj: 0.000564, No Obj: 0.001915, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.311334, Class: 0.519749, Obj: 0.000679, No Obj: 0.000925, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414930, Class: 0.801608, Obj: 0.001321, No Obj: 0.001932, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345900, Class: 0.443430, Obj: 0.001365, No Obj: 0.000922, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001889, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312265, Class: 0.464303, Obj: 0.000818, No Obj: 0.000910, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438653, Class: 0.686314, Obj: 0.002224, No Obj: 0.001916, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.339997, Class: 0.464154, Obj: 0.001238, No Obj: 0.000917, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001893, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.193949, Class: 0.297398, Obj: 0.000579, No Obj: 0.000912, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002408, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697030, Class: 0.562434, Obj: 0.001475, No Obj: 0.001924, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.471270, Class: 0.393047, Obj: 0.000298, No Obj: 0.000913, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001899, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393575, Class: 0.449194, Obj: 0.002185, No Obj: 0.000907, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 349: 1.166746, 1.232332 avg loss, 0.000015 rate, 3.910662 seconds, 22336 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001868, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343899, Class: 0.574928, Obj: 0.000921, No Obj: 0.000889, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418226, Class: 0.557882, Obj: 0.001741, No Obj: 0.001866, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.428064, Class: 0.444415, Obj: 0.000634, No Obj: 0.000893, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794206, Class: 0.733525, Obj: 0.002700, No Obj: 0.001875, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.304171, Class: 0.419442, Obj: 0.001106, No Obj: 0.000892, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689998, Class: 0.265775, Obj: 0.001042, No Obj: 0.001872, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435337, Class: 0.505249, Obj: 0.000985, No Obj: 0.000914, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.188346, Class: 0.619666, Obj: 0.001848, No Obj: 0.001874, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.309634, Class: 0.399914, Obj: 0.000447, No Obj: 0.000904, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001864, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398490, Class: 0.472397, Obj: 0.000770, No Obj: 0.000896, .5R: 0.272727, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001865, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.278197, Class: 0.453767, Obj: 0.000770, No Obj: 0.000898, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002303, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304810, Class: 0.633760, Obj: 0.004011, No Obj: 0.001867, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.438509, Class: 0.479571, Obj: 0.001338, No Obj: 0.000892, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 350: 1.451077, 1.254206 avg loss, 0.000015 rate, 3.918799 seconds, 22400 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.276035, Class: 0.361504, Obj: 0.002584, No Obj: 0.002399, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.467813, Class: 0.655847, Obj: 0.002028, No Obj: 0.001841, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.466932, Class: 0.547306, Obj: 0.000551, No Obj: 0.000890, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628102, Class: 0.582824, Obj: 0.001684, No Obj: 0.001867, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467715, Class: 0.478334, Obj: 0.000634, No Obj: 0.000896, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663687, Class: 0.531134, Obj: 0.001609, No Obj: 0.001829, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.497119, Class: 0.573727, Obj: 0.001560, No Obj: 0.000875, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002433, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540078, Class: 0.622526, Obj: 0.000709, No Obj: 0.001850, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.168526, Class: 0.334031, Obj: 0.001022, No Obj: 0.000895, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.072008, Class: 0.414653, Obj: 0.001133, No Obj: 0.002350, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001872, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520143, Class: 0.397948, Obj: 0.000602, No Obj: 0.000897, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.120468, Class: 0.347578, Obj: 0.003939, No Obj: 0.002422, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805922, Class: 0.517320, Obj: 0.001947, No Obj: 0.001846, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.512596, Class: 0.511727, Obj: 0.000955, No Obj: 0.000888, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.464352, Class: 0.565879, Obj: 0.001891, No Obj: 0.002323, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.407889, Class: 0.760558, Obj: 0.003456, No Obj: 0.001847, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.525350, Class: 0.470022, Obj: 0.001375, No Obj: 0.000879, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001839, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.323825, Class: 0.482927, Obj: 0.000947, No Obj: 0.000883, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 351: 1.323755, 1.261161 avg loss, 0.000015 rate, 3.921913 seconds, 22464 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002535, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001841, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566321, Class: 0.459037, Obj: 0.001179, No Obj: 0.000877, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675796, Class: 0.627970, Obj: 0.002612, No Obj: 0.001828, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.360077, Class: 0.556643, Obj: 0.000763, No Obj: 0.000882, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002349, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001854, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344845, Class: 0.477824, Obj: 0.000434, No Obj: 0.000886, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.843535, Class: 0.201297, Obj: 0.003175, No Obj: 0.002171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.838785, Class: 0.602570, Obj: 0.001585, No Obj: 0.001824, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.389602, Class: 0.549978, Obj: 0.000654, No Obj: 0.000877, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.795040, Class: 0.408903, Obj: 0.001914, No Obj: 0.002164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.708906, Class: 0.540663, Obj: 0.004487, No Obj: 0.001817, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.438212, Class: 0.475177, Obj: 0.001014, No Obj: 0.000869, .5R: 0.437500, .75R: 0.000000, count: 16 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745972, Class: 0.765677, Obj: 0.002421, No Obj: 0.001815, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477992, Class: 0.565975, Obj: 0.000628, No Obj: 0.000869, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001806, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423260, Class: 0.474750, Obj: 0.000730, No Obj: 0.000867, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526424, Class: 0.554534, Obj: 0.003017, No Obj: 0.001817, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.333780, Class: 0.475421, Obj: 0.000340, No Obj: 0.000873, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 352: 1.199557, 1.255001 avg loss, 0.000015 rate, 3.924798 seconds, 22528 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001809, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457188, Class: 0.606795, Obj: 0.000693, No Obj: 0.000855, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487273, Class: 0.483427, Obj: 0.001723, No Obj: 0.001814, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.367674, Class: 0.429419, Obj: 0.000548, No Obj: 0.000869, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.359648, Class: 0.581895, Obj: 0.001512, No Obj: 0.001813, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.345449, Class: 0.564527, Obj: 0.001021, No Obj: 0.000869, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001801, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.187032, Class: 0.423434, Obj: 0.002668, No Obj: 0.000872, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373249, Class: 0.581122, Obj: 0.002152, No Obj: 0.001797, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.372209, Class: 0.610949, Obj: 0.001293, No Obj: 0.000866, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.187197, Class: 0.729688, Obj: 0.001546, No Obj: 0.001789, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420732, Class: 0.502552, Obj: 0.000687, No Obj: 0.000864, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.390627, Class: 0.762264, Obj: 0.000686, No Obj: 0.001800, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456316, Class: 0.384333, Obj: 0.000824, No Obj: 0.000864, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.656670, Class: 0.307182, Obj: 0.005860, No Obj: 0.002350, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001809, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.258088, Class: 0.619613, Obj: 0.001096, No Obj: 0.000878, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 353: 0.949565, 1.224457 avg loss, 0.000016 rate, 3.920402 seconds, 22592 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001761, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.518691, Class: 0.525650, Obj: 0.000751, No Obj: 0.000847, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.354543, Class: 0.311818, Obj: 0.004510, No Obj: 0.002162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.562255, Class: 0.641078, Obj: 0.001935, No Obj: 0.001758, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.483012, Class: 0.539801, Obj: 0.000816, No Obj: 0.000847, .5R: 0.300000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779543, Class: 0.868743, Obj: 0.001487, No Obj: 0.001775, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.380782, Class: 0.448299, Obj: 0.001105, No Obj: 0.000860, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.487118, Class: 0.300664, Obj: 0.002037, No Obj: 0.002143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.593145, Class: 0.547646, Obj: 0.002611, No Obj: 0.001773, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439129, Class: 0.449207, Obj: 0.001246, No Obj: 0.000850, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.240063, Class: 0.240412, Obj: 0.006353, No Obj: 0.002063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.225888, Class: 0.429126, Obj: 0.000525, No Obj: 0.000840, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.576706, Class: 0.356686, Obj: 0.005714, No Obj: 0.002164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.422464, Class: 0.664344, Obj: 0.001476, No Obj: 0.001767, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319311, Class: 0.637574, Obj: 0.000692, No Obj: 0.000849, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001784, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413997, Class: 0.500957, Obj: 0.000646, No Obj: 0.000849, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571453, Class: 0.611810, Obj: 0.001582, No Obj: 0.001774, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.335741, Class: 0.539248, Obj: 0.000618, No Obj: 0.000856, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 354: 1.435777, 1.245589 avg loss, 0.000016 rate, 3.926599 seconds, 22656 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.561839, Class: 0.382320, Obj: 0.003356, No Obj: 0.002105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702435, Class: 0.796189, Obj: 0.000865, No Obj: 0.001751, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.574551, Class: 0.650694, Obj: 0.000235, No Obj: 0.000836, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.349897, Class: 0.614823, Obj: 0.002383, No Obj: 0.001753, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431830, Class: 0.413438, Obj: 0.001379, No Obj: 0.000837, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001752, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497505, Class: 0.454441, Obj: 0.000534, No Obj: 0.000836, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001747, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444680, Class: 0.410443, Obj: 0.000959, No Obj: 0.000842, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001745, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362382, Class: 0.519026, Obj: 0.001115, No Obj: 0.000834, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001744, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.417007, Class: 0.325088, Obj: 0.002026, No Obj: 0.000839, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355974, Class: 0.473809, Obj: 0.002002, No Obj: 0.001766, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.343455, Class: 0.504293, Obj: 0.000899, No Obj: 0.000840, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.387111, Class: 0.573609, Obj: 0.002487, No Obj: 0.002191, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.185858, Class: 0.648329, Obj: 0.000379, No Obj: 0.001751, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471124, Class: 0.634630, Obj: 0.000400, No Obj: 0.000843, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 355: 0.796085, 1.200639 avg loss, 0.000016 rate, 3.912625 seconds, 22720 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451224, Class: 0.527289, Obj: 0.001369, No Obj: 0.001725, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.368287, Class: 0.473625, Obj: 0.000822, No Obj: 0.000828, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567041, Class: 0.479310, Obj: 0.001501, No Obj: 0.001716, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.401388, Class: 0.415260, Obj: 0.000446, No Obj: 0.000823, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615762, Class: 0.696236, Obj: 0.001768, No Obj: 0.001715, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460780, Class: 0.478791, Obj: 0.001506, No Obj: 0.000827, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417852, Class: 0.672097, Obj: 0.005299, No Obj: 0.001731, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.157835, Class: 0.476931, Obj: 0.000889, No Obj: 0.000842, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491121, Class: 0.614166, Obj: 0.000778, No Obj: 0.001737, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.284177, Class: 0.471781, Obj: 0.000793, No Obj: 0.000833, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001746, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383538, Class: 0.467755, Obj: 0.000553, No Obj: 0.000842, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001719, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576984, Class: 0.510644, Obj: 0.001827, No Obj: 0.000819, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.324017, Class: 0.444357, Obj: 0.003379, No Obj: 0.002063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.477946, Class: 0.709891, Obj: 0.001247, No Obj: 0.001724, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447942, Class: 0.488481, Obj: 0.001001, No Obj: 0.000831, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 356: 1.292670, 1.209842 avg loss, 0.000016 rate, 3.906133 seconds, 22784 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850172, Class: 0.425866, Obj: 0.001087, No Obj: 0.001694, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.487085, Class: 0.454988, Obj: 0.001008, No Obj: 0.000811, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001730, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.323685, Class: 0.502662, Obj: 0.000712, No Obj: 0.000823, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.228398, Class: 0.450800, Obj: 0.002474, No Obj: 0.002088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.604439, Class: 0.831247, Obj: 0.001685, No Obj: 0.001694, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.280855, Class: 0.588890, Obj: 0.000202, No Obj: 0.000821, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.506153, Class: 0.324281, Obj: 0.003159, No Obj: 0.002197, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.441798, Class: 0.672974, Obj: 0.000559, No Obj: 0.001702, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.368200, Class: 0.477417, Obj: 0.001007, No Obj: 0.000814, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408798, Class: 0.616798, Obj: 0.001697, No Obj: 0.001697, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.526262, Class: 0.545235, Obj: 0.001149, No Obj: 0.000810, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.300635, Class: 0.434015, Obj: 0.004944, No Obj: 0.002081, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.378482, Class: 0.597388, Obj: 0.001082, No Obj: 0.001717, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.345915, Class: 0.627215, Obj: 0.000297, No Obj: 0.000825, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001711, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.350467, Class: 0.494097, Obj: 0.001262, No Obj: 0.000819, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001720, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384561, Class: 0.578038, Obj: 0.000758, No Obj: 0.000819, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 357: 1.658608, 1.254718 avg loss, 0.000016 rate, 3.913866 seconds, 22848 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.505256, Class: 0.360590, Obj: 0.002166, No Obj: 0.001986, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.279585, Class: 0.379815, Obj: 0.001674, No Obj: 0.001673, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656067, Class: 0.496737, Obj: 0.000707, No Obj: 0.000800, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001667, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.289651, Class: 0.468706, Obj: 0.000589, No Obj: 0.000795, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473106, Class: 0.520354, Obj: 0.002120, No Obj: 0.001677, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.340747, Class: 0.409785, Obj: 0.000833, No Obj: 0.000807, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.232895, Class: 0.636814, Obj: 0.002459, No Obj: 0.002102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001678, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.348899, Class: 0.464890, Obj: 0.000496, No Obj: 0.000802, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001696, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.144044, Class: 0.482850, Obj: 0.001256, No Obj: 0.000814, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.629149, Class: 0.584399, Obj: 0.002767, No Obj: 0.001958, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.670741, Class: 0.718365, Obj: 0.000756, No Obj: 0.001661, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.302065, Class: 0.544673, Obj: 0.000242, No Obj: 0.000801, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001733, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516483, Class: 0.381121, Obj: 0.001004, No Obj: 0.000815, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.330444, Class: 0.692953, Obj: 0.001319, No Obj: 0.001690, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.363059, Class: 0.471383, Obj: 0.001061, No Obj: 0.000823, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 358: 1.369424, 1.266189 avg loss, 0.000016 rate, 3.914360 seconds, 22912 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001927, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406183, Class: 0.821861, Obj: 0.001195, No Obj: 0.001650, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547771, Class: 0.457889, Obj: 0.001182, No Obj: 0.000796, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418517, Class: 0.654808, Obj: 0.002217, No Obj: 0.001671, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.342324, Class: 0.482985, Obj: 0.000624, No Obj: 0.000800, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383800, Class: 0.230309, Obj: 0.000919, No Obj: 0.001669, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372776, Class: 0.301873, Obj: 0.000709, No Obj: 0.000798, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.442874, Class: 0.489036, Obj: 0.002718, No Obj: 0.002173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001660, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394320, Class: 0.487764, Obj: 0.000949, No Obj: 0.000807, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.316176, Class: 0.682444, Obj: 0.001853, No Obj: 0.001658, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.327215, Class: 0.413305, Obj: 0.000959, No Obj: 0.000796, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001667, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447668, Class: 0.499648, Obj: 0.001132, No Obj: 0.000793, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599343, Class: 0.601369, Obj: 0.000954, No Obj: 0.001662, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.348369, Class: 0.536284, Obj: 0.000369, No Obj: 0.000793, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.365909, Class: 0.711290, Obj: 0.002366, No Obj: 0.001675, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392795, Class: 0.527005, Obj: 0.000211, No Obj: 0.000801, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 359: 1.211894, 1.260759 avg loss, 0.000017 rate, 3.923883 seconds, 22976 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001976, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484641, Class: 0.572320, Obj: 0.001981, No Obj: 0.001618, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392792, Class: 0.399632, Obj: 0.000808, No Obj: 0.000776, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345679, Class: 0.531849, Obj: 0.001966, No Obj: 0.001635, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.480723, Class: 0.614157, Obj: 0.001108, No Obj: 0.000786, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463535, Class: 0.558777, Obj: 0.002087, No Obj: 0.001669, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539548, Class: 0.375708, Obj: 0.000349, No Obj: 0.000786, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658600, Class: 0.708751, Obj: 0.000600, No Obj: 0.001631, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.373839, Class: 0.400590, Obj: 0.001160, No Obj: 0.000788, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001900, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001627, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416246, Class: 0.456468, Obj: 0.001205, No Obj: 0.000790, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001996, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664101, Class: 0.633228, Obj: 0.000866, No Obj: 0.001640, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354667, Class: 0.394315, Obj: 0.001063, No Obj: 0.000783, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.296326, Class: 0.616045, Obj: 0.001292, No Obj: 0.001624, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.375466, Class: 0.354040, Obj: 0.000432, No Obj: 0.000774, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001954, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327006, Class: 0.545326, Obj: 0.002786, No Obj: 0.001652, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.301722, Class: 0.508546, Obj: 0.001131, No Obj: 0.000787, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 360: 1.542765, 1.288960 avg loss, 0.000017 rate, 3.927694 seconds, 23040 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001934, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435075, Class: 0.779923, Obj: 0.002597, No Obj: 0.001608, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397258, Class: 0.486892, Obj: 0.000661, No Obj: 0.000772, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001954, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001600, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394499, Class: 0.478255, Obj: 0.000948, No Obj: 0.000764, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001605, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467445, Class: 0.420452, Obj: 0.000553, No Obj: 0.000778, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.229451, Class: 0.350944, Obj: 0.001617, No Obj: 0.001996, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001623, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.331786, Class: 0.391117, Obj: 0.000765, No Obj: 0.000776, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577833, Class: 0.298533, Obj: 0.001466, No Obj: 0.001636, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465232, Class: 0.459720, Obj: 0.000546, No Obj: 0.000785, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393135, Class: 0.700666, Obj: 0.001077, No Obj: 0.001635, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517480, Class: 0.500446, Obj: 0.000595, No Obj: 0.000778, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604336, Class: 0.634099, Obj: 0.001775, No Obj: 0.001634, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.348356, Class: 0.469644, Obj: 0.000600, No Obj: 0.000784, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001643, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.360490, Class: 0.428302, Obj: 0.000715, No Obj: 0.000782, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 361: 1.378802, 1.297944 avg loss, 0.000017 rate, 3.924232 seconds, 23104 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001602, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418325, Class: 0.518133, Obj: 0.000814, No Obj: 0.000760, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001920, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457606, Class: 0.673902, Obj: 0.001676, No Obj: 0.001586, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.336099, Class: 0.404029, Obj: 0.000809, No Obj: 0.000757, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.263629, Class: 0.677791, Obj: 0.000976, No Obj: 0.001590, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707474, Class: 0.469525, Obj: 0.001034, No Obj: 0.000772, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001946, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.359298, Class: 0.677289, Obj: 0.001590, No Obj: 0.001602, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.474945, Class: 0.424319, Obj: 0.000806, No Obj: 0.000773, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.360222, Class: 0.504209, Obj: 0.001222, No Obj: 0.001992, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.412737, Class: 0.774414, Obj: 0.002179, No Obj: 0.001595, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.530957, Class: 0.531999, Obj: 0.000807, No Obj: 0.000767, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001910, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001619, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000765, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001991, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001597, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445465, Class: 0.429893, Obj: 0.001235, No Obj: 0.000761, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001598, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.345538, Class: 0.424501, Obj: 0.001169, No Obj: 0.000758, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 362: 0.921816, 1.260331 avg loss, 0.000017 rate, 3.923845 seconds, 23168 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490673, Class: 0.682261, Obj: 0.001068, No Obj: 0.001581, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.437979, Class: 0.511193, Obj: 0.000551, No Obj: 0.000761, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001954, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683506, Class: 0.524189, Obj: 0.002072, No Obj: 0.001589, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.334110, Class: 0.514131, Obj: 0.001091, No Obj: 0.000763, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001904, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001577, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.251548, Class: 0.576622, Obj: 0.001954, No Obj: 0.000748, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001905, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400701, Class: 0.771793, Obj: 0.002314, No Obj: 0.001578, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409698, Class: 0.489922, Obj: 0.001052, No Obj: 0.000764, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001860, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706516, Class: 0.684789, Obj: 0.002594, No Obj: 0.001586, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.356749, Class: 0.506877, Obj: 0.000598, No Obj: 0.000753, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001859, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001575, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403104, Class: 0.564637, Obj: 0.000261, No Obj: 0.000752, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428296, Class: 0.454179, Obj: 0.002382, No Obj: 0.001569, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.389366, Class: 0.572846, Obj: 0.001964, No Obj: 0.000757, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001964, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476473, Class: 0.599922, Obj: 0.002084, No Obj: 0.001564, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.476576, Class: 0.500231, Obj: 0.000480, No Obj: 0.000749, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 363: 0.921631, 1.226461 avg loss, 0.000017 rate, 3.923859 seconds, 23232 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.372882, Class: 0.671942, Obj: 0.003215, No Obj: 0.001863, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.380260, Class: 0.645998, Obj: 0.001276, No Obj: 0.001557, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.509792, Class: 0.479123, Obj: 0.000480, No Obj: 0.000741, .5R: 0.375000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001924, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794060, Class: 0.564525, Obj: 0.001486, No Obj: 0.001549, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622639, Class: 0.816853, Obj: 0.002286, No Obj: 0.000749, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347889, Class: 0.531028, Obj: 0.001354, No Obj: 0.001592, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498677, Class: 0.471095, Obj: 0.000671, No Obj: 0.000799, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001901, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463711, Class: 0.803825, Obj: 0.000895, No Obj: 0.001558, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.173054, Class: 0.497181, Obj: 0.000155, No Obj: 0.000747, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001896, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001562, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428921, Class: 0.487367, Obj: 0.000536, No Obj: 0.000751, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001834, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487369, Class: 0.647909, Obj: 0.001345, No Obj: 0.001550, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541795, Class: 0.409518, Obj: 0.001724, No Obj: 0.000740, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001873, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556005, Class: 0.548995, Obj: 0.001308, No Obj: 0.001550, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.390264, Class: 0.355855, Obj: 0.000726, No Obj: 0.000748, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001854, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370811, Class: 0.552814, Obj: 0.000818, No Obj: 0.001564, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.430618, Class: 0.538918, Obj: 0.000670, No Obj: 0.000756, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 364: 1.112175, 1.215033 avg loss, 0.000018 rate, 3.923838 seconds, 23296 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001804, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494211, Class: 0.751446, Obj: 0.001605, No Obj: 0.001524, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.473585, Class: 0.515019, Obj: 0.000875, No Obj: 0.000737, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.002243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550015, Class: 0.281156, Obj: 0.001731, No Obj: 0.001551, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.429292, Class: 0.477481, Obj: 0.001822, No Obj: 0.000743, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001762, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001536, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434632, Class: 0.385865, Obj: 0.000507, No Obj: 0.000727, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001898, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426621, Class: 0.614970, Obj: 0.007922, No Obj: 0.001541, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411634, Class: 0.558609, Obj: 0.000345, No Obj: 0.000743, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001835, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400430, Class: 0.582930, Obj: 0.001311, No Obj: 0.001515, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458096, Class: 0.496645, Obj: 0.001474, No Obj: 0.000727, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001798, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001527, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.404566, Class: 0.627610, Obj: 0.000738, No Obj: 0.000736, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001850, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.249457, Class: 0.762091, Obj: 0.002193, No Obj: 0.001519, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.352874, Class: 0.423592, Obj: 0.000728, No Obj: 0.000734, .5R: 0.300000, .75R: 0.000000, count: 10 Region 82 Avg IOU: 0.284386, Class: 0.370828, Obj: 0.005248, No Obj: 0.001880, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.302170, Class: 0.692753, Obj: 0.001352, No Obj: 0.001515, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.274136, Class: 0.396031, Obj: 0.000728, No Obj: 0.000728, .5R: 0.000000, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 365: 1.518643, 1.245394 avg loss, 0.000018 rate, 3.924427 seconds, 23360 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001864, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743493, Class: 0.684792, Obj: 0.002077, No Obj: 0.001512, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536976, Class: 0.544037, Obj: 0.000535, No Obj: 0.000723, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001751, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503894, Class: 0.517649, Obj: 0.001202, No Obj: 0.001514, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.496683, Class: 0.427338, Obj: 0.001041, No Obj: 0.000718, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001922, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578684, Class: 0.654735, Obj: 0.001884, No Obj: 0.001533, .5R: 0.800000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.464962, Class: 0.434538, Obj: 0.001038, No Obj: 0.000730, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.555174, Class: 0.434804, Obj: 0.002912, No Obj: 0.002027, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.342382, Class: 0.553952, Obj: 0.001578, No Obj: 0.001502, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573599, Class: 0.526899, Obj: 0.000836, No Obj: 0.000728, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.241839, Class: 0.311511, Obj: 0.000995, No Obj: 0.001860, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001516, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343567, Class: 0.430837, Obj: 0.000815, No Obj: 0.000731, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001782, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615519, Class: 0.770224, Obj: 0.003929, No Obj: 0.001510, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420462, Class: 0.561482, Obj: 0.000483, No Obj: 0.000726, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001809, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001506, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398079, Class: 0.414552, Obj: 0.000427, No Obj: 0.000725, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001835, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.274212, Class: 0.397804, Obj: 0.001212, No Obj: 0.001489, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389081, Class: 0.517933, Obj: 0.001974, No Obj: 0.000725, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 366: 1.376066, 1.258461 avg loss, 0.000018 rate, 3.923914 seconds, 23424 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.314932, Class: 0.436712, Obj: 0.003164, No Obj: 0.001822, .5R: 0.000000, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.456005, Class: 0.680145, Obj: 0.000689, No Obj: 0.001498, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375188, Class: 0.366698, Obj: 0.000436, No Obj: 0.000712, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001805, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514705, Class: 0.776358, Obj: 0.000753, No Obj: 0.001499, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.313981, Class: 0.512883, Obj: 0.001334, No Obj: 0.000718, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001932, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541484, Class: 0.600909, Obj: 0.000604, No Obj: 0.001504, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398377, Class: 0.519510, Obj: 0.000582, No Obj: 0.000713, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001902, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830535, Class: 0.502885, Obj: 0.000348, No Obj: 0.001501, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.367000, Class: 0.429112, Obj: 0.000791, No Obj: 0.000726, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001771, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412622, Class: 0.585237, Obj: 0.002252, No Obj: 0.001501, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431014, Class: 0.534084, Obj: 0.000814, No Obj: 0.000717, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512922, Class: 0.653217, Obj: 0.000978, No Obj: 0.001493, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.474644, Class: 0.473027, Obj: 0.000651, No Obj: 0.000712, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.470628, Class: 0.368307, Obj: 0.000861, No Obj: 0.001771, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.440779, Class: 0.508397, Obj: 0.002739, No Obj: 0.001490, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451375, Class: 0.508583, Obj: 0.000902, No Obj: 0.000714, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001815, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.360179, Class: 0.702871, Obj: 0.000777, No Obj: 0.001505, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.401116, Class: 0.350813, Obj: 0.000404, No Obj: 0.000718, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 367: 1.218145, 1.254429 avg loss, 0.000018 rate, 3.921930 seconds, 23488 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001822, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529702, Class: 0.642979, Obj: 0.004459, No Obj: 0.001474, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.552516, Class: 0.485640, Obj: 0.001095, No Obj: 0.000710, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001998, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001477, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414993, Class: 0.408447, Obj: 0.000763, No Obj: 0.000707, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001810, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424605, Class: 0.808364, Obj: 0.000915, No Obj: 0.001466, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514234, Class: 0.450484, Obj: 0.000398, No Obj: 0.000704, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001925, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.205208, Class: 0.566305, Obj: 0.001886, No Obj: 0.001488, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.352161, Class: 0.470214, Obj: 0.001061, No Obj: 0.000712, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.269060, Class: 0.501679, Obj: 0.002432, No Obj: 0.001809, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.349922, Class: 0.679150, Obj: 0.001867, No Obj: 0.001473, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446797, Class: 0.518490, Obj: 0.000516, No Obj: 0.000709, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001829, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589619, Class: 0.328400, Obj: 0.000426, No Obj: 0.001494, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.273281, Class: 0.491306, Obj: 0.000561, No Obj: 0.000711, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001735, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.407485, Class: 0.270710, Obj: 0.000500, No Obj: 0.001461, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385828, Class: 0.464805, Obj: 0.000629, No Obj: 0.000704, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001889, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001481, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398978, Class: 0.558412, Obj: 0.000926, No Obj: 0.000717, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 368: 1.492228, 1.278209 avg loss, 0.000018 rate, 3.925753 seconds, 23552 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001728, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001436, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505986, Class: 0.566312, Obj: 0.000652, No Obj: 0.000704, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001715, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001437, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.479339, Class: 0.469713, Obj: 0.000624, No Obj: 0.000688, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001699, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423926, Class: 0.624338, Obj: 0.000777, No Obj: 0.001454, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.601871, Class: 0.582208, Obj: 0.000364, No Obj: 0.000699, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001872, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.363101, Class: 0.432515, Obj: 0.000431, No Obj: 0.001453, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581040, Class: 0.475863, Obj: 0.000453, No Obj: 0.000699, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001704, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532783, Class: 0.678790, Obj: 0.002060, No Obj: 0.001456, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.605915, Class: 0.439157, Obj: 0.000725, No Obj: 0.000699, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001714, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001435, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391504, Class: 0.467429, Obj: 0.000737, No Obj: 0.000691, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001758, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.321135, Class: 0.726087, Obj: 0.000526, No Obj: 0.001436, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403881, Class: 0.547233, Obj: 0.000509, No Obj: 0.000690, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001907, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001462, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418658, Class: 0.538053, Obj: 0.000780, No Obj: 0.000705, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 369: 0.997138, 1.250102 avg loss, 0.000019 rate, 3.925560 seconds, 23616 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.323506, Class: 0.504384, Obj: 0.001122, No Obj: 0.001724, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.242553, Class: 0.585359, Obj: 0.001849, No Obj: 0.001440, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.409135, Class: 0.504608, Obj: 0.000758, No Obj: 0.000698, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001809, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001447, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.289967, Class: 0.538994, Obj: 0.000666, No Obj: 0.000701, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.723744, Class: 0.437936, Obj: 0.001628, No Obj: 0.001836, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.197746, Class: 0.703030, Obj: 0.001590, No Obj: 0.001449, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.328307, Class: 0.458079, Obj: 0.000652, No Obj: 0.000697, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001698, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001432, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513469, Class: 0.538641, Obj: 0.000778, No Obj: 0.000685, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001776, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001445, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.334736, Class: 0.538025, Obj: 0.000538, No Obj: 0.000686, .5R: 0.000000, .75R: 0.000000, count: 10 Region 82 Avg IOU: 0.433573, Class: 0.234723, Obj: 0.001486, No Obj: 0.001715, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001438, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466384, Class: 0.517638, Obj: 0.000908, No Obj: 0.000692, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001722, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001442, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329252, Class: 0.448999, Obj: 0.000538, No Obj: 0.000693, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.441730, Class: 0.445860, Obj: 0.002004, No Obj: 0.001741, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.471209, Class: 0.699839, Obj: 0.002590, No Obj: 0.001437, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.375720, Class: 0.487118, Obj: 0.000734, No Obj: 0.000689, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 370: 2.068265, 1.331918 avg loss, 0.000019 rate, 3.929375 seconds, 23680 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001750, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001420, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.296041, Class: 0.391450, Obj: 0.000361, No Obj: 0.000682, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.291782, Class: 0.455311, Obj: 0.000589, No Obj: 0.001730, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.587940, Class: 0.714021, Obj: 0.001754, No Obj: 0.001418, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.520198, Class: 0.513520, Obj: 0.000397, No Obj: 0.000678, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001757, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.365709, Class: 0.560938, Obj: 0.002040, No Obj: 0.001423, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542786, Class: 0.568309, Obj: 0.000700, No Obj: 0.000681, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001734, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001414, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422104, Class: 0.447610, Obj: 0.002470, No Obj: 0.000676, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001738, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.387862, Class: 0.615294, Obj: 0.001654, No Obj: 0.001421, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.490194, Class: 0.472171, Obj: 0.001381, No Obj: 0.000683, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.295138, Class: 0.660970, Obj: 0.000967, No Obj: 0.001842, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001431, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.313326, Class: 0.542113, Obj: 0.000870, No Obj: 0.000685, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001673, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.220198, Class: 0.651468, Obj: 0.000590, No Obj: 0.001420, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.352416, Class: 0.472699, Obj: 0.000629, No Obj: 0.000684, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001800, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458831, Class: 0.586873, Obj: 0.000625, No Obj: 0.001415, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.406238, Class: 0.520931, Obj: 0.000136, No Obj: 0.000681, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 371: 1.098249, 1.308551 avg loss, 0.000019 rate, 3.920917 seconds, 23744 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.438851, Class: 0.289658, Obj: 0.001667, No Obj: 0.001716, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.525473, Class: 0.716181, Obj: 0.001398, No Obj: 0.001398, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.438062, Class: 0.517318, Obj: 0.000710, No Obj: 0.000670, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.351119, Class: 0.278297, Obj: 0.001045, No Obj: 0.001770, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.308462, Class: 0.326766, Obj: 0.003077, No Obj: 0.001397, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.281270, Class: 0.388773, Obj: 0.000829, No Obj: 0.000670, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001670, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001390, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580206, Class: 0.523715, Obj: 0.000788, No Obj: 0.000666, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001666, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.272482, Class: 0.462315, Obj: 0.000793, No Obj: 0.001383, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.252201, Class: 0.573538, Obj: 0.000699, No Obj: 0.000668, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001771, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001409, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380168, Class: 0.450961, Obj: 0.000492, No Obj: 0.000676, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.427440, Class: 0.290639, Obj: 0.000863, No Obj: 0.001713, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001409, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519741, Class: 0.515660, Obj: 0.001104, No Obj: 0.000673, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001767, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384948, Class: 0.724645, Obj: 0.002192, No Obj: 0.001441, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477515, Class: 0.491556, Obj: 0.000942, No Obj: 0.000682, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001681, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521161, Class: 0.787999, Obj: 0.003426, No Obj: 0.001400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415280, Class: 0.481889, Obj: 0.000668, No Obj: 0.000672, .5R: 0.300000, .75R: 0.000000, count: 10 (next mAP calculation at 1000 iterations) 372: 1.137880, 1.291484 avg loss, 0.000019 rate, 3.922743 seconds, 23808 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001699, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.403797, Class: 0.614501, Obj: 0.001165, No Obj: 0.001394, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.575007, Class: 0.410233, Obj: 0.000391, No Obj: 0.000666, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001712, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.282520, Class: 0.459058, Obj: 0.000893, No Obj: 0.001377, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.319637, Class: 0.494965, Obj: 0.000739, No Obj: 0.000666, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001558, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464296, Class: 0.444536, Obj: 0.001159, No Obj: 0.001371, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.364499, Class: 0.455423, Obj: 0.000436, No Obj: 0.000662, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001729, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.268649, Class: 0.723369, Obj: 0.000589, No Obj: 0.001397, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.366065, Class: 0.253285, Obj: 0.000359, No Obj: 0.000670, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.212093, Class: 0.298461, Obj: 0.000933, No Obj: 0.001697, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.381830, Class: 0.649877, Obj: 0.001870, No Obj: 0.001385, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.424868, Class: 0.453642, Obj: 0.000374, No Obj: 0.000669, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001662, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567769, Class: 0.648295, Obj: 0.001033, No Obj: 0.001381, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.579467, Class: 0.412939, Obj: 0.000954, No Obj: 0.000666, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001607, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001375, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.370982, Class: 0.420054, Obj: 0.000924, No Obj: 0.000659, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001661, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672255, Class: 0.616475, Obj: 0.003693, No Obj: 0.001371, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.471052, Class: 0.489696, Obj: 0.000920, No Obj: 0.000657, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 373: 1.340905, 1.296426 avg loss, 0.000019 rate, 3.929637 seconds, 23872 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001755, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001373, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.371478, Class: 0.451472, Obj: 0.000694, No Obj: 0.000659, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001664, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.387774, Class: 0.641239, Obj: 0.001908, No Obj: 0.001357, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392337, Class: 0.499767, Obj: 0.000626, No Obj: 0.000654, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001605, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001355, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591738, Class: 0.509738, Obj: 0.001931, No Obj: 0.000659, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001577, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.301779, Class: 0.643585, Obj: 0.001185, No Obj: 0.001344, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.266028, Class: 0.512149, Obj: 0.000410, No Obj: 0.000645, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001702, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625723, Class: 0.665514, Obj: 0.001251, No Obj: 0.001364, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.476451, Class: 0.487222, Obj: 0.000705, No Obj: 0.000663, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001669, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309557, Class: 0.594216, Obj: 0.001551, No Obj: 0.001370, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.423456, Class: 0.498771, Obj: 0.000652, No Obj: 0.000663, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001638, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454816, Class: 0.539744, Obj: 0.001769, No Obj: 0.001348, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389353, Class: 0.485150, Obj: 0.000523, No Obj: 0.000649, .5R: 0.230769, .75R: 0.000000, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001669, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001378, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.243938, Class: 0.365721, Obj: 0.000765, No Obj: 0.000666, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 374: 1.493432, 1.316127 avg loss, 0.000020 rate, 3.932762 seconds, 23936 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001644, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.338284, Class: 0.501715, Obj: 0.001797, No Obj: 0.001348, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.255131, Class: 0.467558, Obj: 0.000261, No Obj: 0.000644, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.270517, Class: 0.878793, Obj: 0.000541, No Obj: 0.001333, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337668, Class: 0.647900, Obj: 0.001111, No Obj: 0.000640, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001667, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.278367, Class: 0.637925, Obj: 0.001784, No Obj: 0.001366, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.308903, Class: 0.448766, Obj: 0.000317, No Obj: 0.000653, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001701, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808708, Class: 0.595607, Obj: 0.000924, No Obj: 0.001345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.383572, Class: 0.521707, Obj: 0.001028, No Obj: 0.000651, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001611, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434584, Class: 0.753547, Obj: 0.001018, No Obj: 0.001339, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.458270, Class: 0.500467, Obj: 0.000267, No Obj: 0.000638, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.128144, Class: 0.452031, Obj: 0.000596, No Obj: 0.001590, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001340, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340885, Class: 0.476047, Obj: 0.000574, No Obj: 0.000642, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001358, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386846, Class: 0.392382, Obj: 0.000383, No Obj: 0.000651, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001601, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468491, Class: 0.579253, Obj: 0.002550, No Obj: 0.001340, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404802, Class: 0.502808, Obj: 0.001414, No Obj: 0.000638, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 375: 1.390550, 1.323569 avg loss, 0.000020 rate, 3.930529 seconds, 24000 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001747, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.242684, Class: 0.649661, Obj: 0.000684, No Obj: 0.001354, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.358159, Class: 0.350267, Obj: 0.000403, No Obj: 0.000643, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527526, Class: 0.723646, Obj: 0.001566, No Obj: 0.001335, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.385566, Class: 0.490678, Obj: 0.000652, No Obj: 0.000647, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.358683, Class: 0.620486, Obj: 0.001538, No Obj: 0.001321, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000637, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001746, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001339, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458344, Class: 0.346816, Obj: 0.000910, No Obj: 0.000650, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.513285, Class: 0.680176, Obj: 0.003020, No Obj: 0.001618, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.181316, Class: 0.661704, Obj: 0.000374, No Obj: 0.001335, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418215, Class: 0.459201, Obj: 0.000298, No Obj: 0.000646, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001731, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394802, Class: 0.656645, Obj: 0.001083, No Obj: 0.001324, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.400480, Class: 0.469382, Obj: 0.000508, No Obj: 0.000644, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001650, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001325, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.371726, Class: 0.501662, Obj: 0.000289, No Obj: 0.000640, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001742, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822707, Class: 0.575010, Obj: 0.002043, No Obj: 0.001337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.480933, Class: 0.378154, Obj: 0.001118, No Obj: 0.000649, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 376: 1.029292, 1.294142 avg loss, 0.000020 rate, 3.925905 seconds, 24064 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001543, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377400, Class: 0.599315, Obj: 0.002744, No Obj: 0.001321, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.457659, Class: 0.497957, Obj: 0.000639, No Obj: 0.000628, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.542637, Class: 0.355110, Obj: 0.000804, No Obj: 0.001616, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001317, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550055, Class: 0.471640, Obj: 0.000875, No Obj: 0.000635, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001575, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483615, Class: 0.600634, Obj: 0.000876, No Obj: 0.001308, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.344662, Class: 0.525589, Obj: 0.000950, No Obj: 0.000628, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001575, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588145, Class: 0.595688, Obj: 0.001732, No Obj: 0.001311, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.453919, Class: 0.461234, Obj: 0.001119, No Obj: 0.000631, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.365713, Class: 0.374056, Obj: 0.003356, No Obj: 0.001621, .5R: 0.000000, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.645704, Class: 0.681810, Obj: 0.002196, No Obj: 0.001313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467381, Class: 0.570411, Obj: 0.001440, No Obj: 0.000635, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001509, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382858, Class: 0.644786, Obj: 0.001246, No Obj: 0.001302, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435864, Class: 0.393394, Obj: 0.000654, No Obj: 0.000626, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.524435, Class: 0.399143, Obj: 0.005080, No Obj: 0.001631, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.533693, Class: 0.739883, Obj: 0.001846, No Obj: 0.001311, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.146603, Class: 0.565076, Obj: 0.000234, No Obj: 0.000634, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001629, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323200, Class: 0.603154, Obj: 0.001059, No Obj: 0.001309, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381944, Class: 0.497757, Obj: 0.000948, No Obj: 0.000634, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 377: 1.300260, 1.294753 avg loss, 0.000020 rate, 3.924250 seconds, 24128 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001543, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614956, Class: 0.532529, Obj: 0.002093, No Obj: 0.001288, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547242, Class: 0.486794, Obj: 0.000482, No Obj: 0.000629, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459232, Class: 0.356681, Obj: 0.001874, No Obj: 0.001283, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457590, Class: 0.467017, Obj: 0.001049, No Obj: 0.000622, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001627, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554318, Class: 0.330802, Obj: 0.000399, No Obj: 0.001299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435878, Class: 0.530059, Obj: 0.001081, No Obj: 0.000626, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001625, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001305, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481244, Class: 0.504497, Obj: 0.000786, No Obj: 0.000629, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.934052, Class: 0.342252, Obj: 0.001840, No Obj: 0.001642, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.640402, Class: 0.629697, Obj: 0.001505, No Obj: 0.001305, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.535511, Class: 0.457310, Obj: 0.001003, No Obj: 0.000624, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001652, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495783, Class: 0.388839, Obj: 0.001256, No Obj: 0.001296, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.401083, Class: 0.474245, Obj: 0.000544, No Obj: 0.000625, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001669, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636428, Class: 0.726587, Obj: 0.000823, No Obj: 0.001303, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.432496, Class: 0.625305, Obj: 0.000669, No Obj: 0.000631, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001522, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401143, Class: 0.596056, Obj: 0.001686, No Obj: 0.001299, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.291974, Class: 0.538237, Obj: 0.000538, No Obj: 0.000625, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 378: 1.077201, 1.272998 avg loss, 0.000020 rate, 3.927129 seconds, 24192 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370698, Class: 0.579696, Obj: 0.004677, No Obj: 0.001279, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465796, Class: 0.483084, Obj: 0.000987, No Obj: 0.000613, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343427, Class: 0.621385, Obj: 0.000856, No Obj: 0.001282, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.392472, Class: 0.351023, Obj: 0.001456, No Obj: 0.000617, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001671, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001274, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335100, Class: 0.488341, Obj: 0.000766, No Obj: 0.000611, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001607, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001286, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410801, Class: 0.497499, Obj: 0.000782, No Obj: 0.000622, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001632, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326955, Class: 0.797121, Obj: 0.001550, No Obj: 0.001291, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482495, Class: 0.415979, Obj: 0.000190, No Obj: 0.000623, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.291479, Class: 0.593162, Obj: 0.000888, No Obj: 0.001276, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.283287, Class: 0.563726, Obj: 0.000565, No Obj: 0.000615, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.442234, Class: 0.538990, Obj: 0.002755, No Obj: 0.001641, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001283, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.489612, Class: 0.552095, Obj: 0.001033, No Obj: 0.000618, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001566, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610925, Class: 0.727694, Obj: 0.000813, No Obj: 0.001282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379037, Class: 0.402976, Obj: 0.000645, No Obj: 0.000624, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 379: 1.437189, 1.289417 avg loss, 0.000021 rate, 3.918708 seconds, 24256 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001557, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001272, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.372157, Class: 0.499893, Obj: 0.000699, No Obj: 0.000608, .5R: 0.272727, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001510, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001254, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627077, Class: 0.536229, Obj: 0.000805, No Obj: 0.000606, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001594, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001267, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.239746, Class: 0.621382, Obj: 0.000313, No Obj: 0.000622, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.298434, Class: 0.433301, Obj: 0.000149, No Obj: 0.001267, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445008, Class: 0.526871, Obj: 0.000706, No Obj: 0.000611, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001263, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328977, Class: 0.486681, Obj: 0.001000, No Obj: 0.000601, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001519, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742805, Class: 0.539883, Obj: 0.000945, No Obj: 0.001265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.329260, Class: 0.498163, Obj: 0.000922, No Obj: 0.000609, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489606, Class: 0.573983, Obj: 0.001543, No Obj: 0.001266, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.270478, Class: 0.588282, Obj: 0.000518, No Obj: 0.000607, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.589334, Class: 0.280886, Obj: 0.002106, No Obj: 0.001534, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.597766, Class: 0.728327, Obj: 0.002971, No Obj: 0.001262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588723, Class: 0.565964, Obj: 0.000663, No Obj: 0.000608, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 380: 0.941728, 1.254648 avg loss, 0.000021 rate, 3.926528 seconds, 24320 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001498, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001254, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.350552, Class: 0.509242, Obj: 0.000486, No Obj: 0.000598, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001530, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536626, Class: 0.599431, Obj: 0.001247, No Obj: 0.001252, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.599203, Class: 0.366854, Obj: 0.000729, No Obj: 0.000599, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001481, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001240, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.248550, Class: 0.497682, Obj: 0.000535, No Obj: 0.000601, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.165896, Class: 0.779936, Obj: 0.000319, No Obj: 0.001588, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001251, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399938, Class: 0.578335, Obj: 0.000215, No Obj: 0.000611, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001585, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449432, Class: 0.700194, Obj: 0.001977, No Obj: 0.001252, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.386732, Class: 0.516881, Obj: 0.000307, No Obj: 0.000610, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.285600, Class: 0.493165, Obj: 0.002937, No Obj: 0.001589, .5R: 0.000000, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.383092, Class: 0.739702, Obj: 0.000596, No Obj: 0.001248, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.353293, Class: 0.439437, Obj: 0.000372, No Obj: 0.000603, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.519121, Class: 0.347698, Obj: 0.004434, No Obj: 0.001512, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.266271, Class: 0.494699, Obj: 0.001144, No Obj: 0.001244, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.452081, Class: 0.441939, Obj: 0.000690, No Obj: 0.000601, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001635, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514871, Class: 0.494042, Obj: 0.001598, No Obj: 0.001260, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.392995, Class: 0.474396, Obj: 0.000823, No Obj: 0.000613, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 381: 1.278283, 1.257012 avg loss, 0.000021 rate, 3.929384 seconds, 24384 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.108535, Class: 0.431980, Obj: 0.001328, No Obj: 0.001461, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.354855, Class: 0.689704, Obj: 0.001984, No Obj: 0.001242, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.352634, Class: 0.482798, Obj: 0.000575, No Obj: 0.000600, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001468, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530140, Class: 0.701759, Obj: 0.000653, No Obj: 0.001227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472577, Class: 0.460216, Obj: 0.000520, No Obj: 0.000587, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755863, Class: 0.676058, Obj: 0.001409, No Obj: 0.001219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.451831, Class: 0.474362, Obj: 0.001146, No Obj: 0.000588, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001228, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377027, Class: 0.506537, Obj: 0.000529, No Obj: 0.000594, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001556, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001241, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.443216, Class: 0.554113, Obj: 0.000379, No Obj: 0.000594, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001529, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.263164, Class: 0.724362, Obj: 0.001451, No Obj: 0.001244, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412513, Class: 0.680150, Obj: 0.000571, No Obj: 0.000599, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001596, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606953, Class: 0.725830, Obj: 0.001012, No Obj: 0.001231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.294532, Class: 0.509730, Obj: 0.000647, No Obj: 0.000594, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.357819, Class: 0.194061, Obj: 0.000557, No Obj: 0.001689, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.430210, Class: 0.744817, Obj: 0.001253, No Obj: 0.001245, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.482396, Class: 0.519142, Obj: 0.000448, No Obj: 0.000600, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 382: 1.295119, 1.260823 avg loss, 0.000021 rate, 3.926885 seconds, 24448 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.242858, Class: 0.455116, Obj: 0.000923, No Obj: 0.001226, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380029, Class: 0.470840, Obj: 0.001353, No Obj: 0.000588, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001508, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491582, Class: 0.718987, Obj: 0.001362, No Obj: 0.001221, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.610852, Class: 0.451850, Obj: 0.000633, No Obj: 0.000580, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001452, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001212, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351332, Class: 0.623637, Obj: 0.000646, No Obj: 0.000585, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001447, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412768, Class: 0.621947, Obj: 0.000538, No Obj: 0.001217, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.619264, Class: 0.440707, Obj: 0.000695, No Obj: 0.000589, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001521, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001218, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366687, Class: 0.528044, Obj: 0.001018, No Obj: 0.000581, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.290267, Class: 0.208697, Obj: 0.004960, No Obj: 0.001431, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.499934, Class: 0.681834, Obj: 0.002537, No Obj: 0.001225, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494252, Class: 0.484643, Obj: 0.000633, No Obj: 0.000591, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001459, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.374887, Class: 0.727785, Obj: 0.001884, No Obj: 0.001217, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.321633, Class: 0.523823, Obj: 0.000444, No Obj: 0.000580, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379585, Class: 0.609159, Obj: 0.000466, No Obj: 0.001217, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.852689, Class: 0.732118, Obj: 0.000847, No Obj: 0.000584, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 383: 1.009359, 1.235676 avg loss, 0.000022 rate, 3.924632 seconds, 24512 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801519, Class: 0.671141, Obj: 0.000314, No Obj: 0.001200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.539762, Class: 0.437428, Obj: 0.001082, No Obj: 0.000574, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001416, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531069, Class: 0.780646, Obj: 0.003473, No Obj: 0.001205, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.300534, Class: 0.289995, Obj: 0.000580, No Obj: 0.000576, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001446, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364140, Class: 0.486496, Obj: 0.001067, No Obj: 0.001217, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.358508, Class: 0.515443, Obj: 0.000803, No Obj: 0.000590, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001424, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514519, Class: 0.522651, Obj: 0.000618, No Obj: 0.000574, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001489, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001201, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457029, Class: 0.465872, Obj: 0.000778, No Obj: 0.000588, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001429, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541624, Class: 0.634147, Obj: 0.001576, No Obj: 0.001201, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.367386, Class: 0.475643, Obj: 0.000444, No Obj: 0.000582, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.516785, Class: 0.552508, Obj: 0.000877, No Obj: 0.001442, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.413544, Class: 0.502186, Obj: 0.002506, No Obj: 0.001198, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.201072, Class: 0.442524, Obj: 0.000471, No Obj: 0.000578, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.661189, Class: 0.430232, Obj: 0.001088, No Obj: 0.001415, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001205, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406987, Class: 0.486611, Obj: 0.000731, No Obj: 0.000580, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 384: 1.153116, 1.227420 avg loss, 0.000022 rate, 3.924586 seconds, 24576 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001454, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526370, Class: 0.620495, Obj: 0.001308, No Obj: 0.001193, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.402410, Class: 0.574848, Obj: 0.000670, No Obj: 0.000585, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.284155, Class: 0.340134, Obj: 0.001113, No Obj: 0.001447, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.292980, Class: 0.612793, Obj: 0.000781, No Obj: 0.001203, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.493893, Class: 0.483480, Obj: 0.000563, No Obj: 0.000573, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919487, Class: 0.740971, Obj: 0.001263, No Obj: 0.001194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617222, Class: 0.374213, Obj: 0.000634, No Obj: 0.000586, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.538026, Class: 0.518826, Obj: 0.001861, No Obj: 0.001453, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.230069, Class: 0.721765, Obj: 0.000453, No Obj: 0.001191, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.301149, Class: 0.457905, Obj: 0.001052, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354874, Class: 0.576572, Obj: 0.000855, No Obj: 0.001192, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383361, Class: 0.524741, Obj: 0.000567, No Obj: 0.000580, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001431, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528084, Class: 0.645006, Obj: 0.001538, No Obj: 0.001192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543170, Class: 0.450382, Obj: 0.004172, No Obj: 0.000572, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.271818, Class: 0.572660, Obj: 0.000580, No Obj: 0.001203, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.418248, Class: 0.454159, Obj: 0.000334, No Obj: 0.000574, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001546, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001199, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478972, Class: 0.493188, Obj: 0.000207, No Obj: 0.000574, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 385: 1.283101, 1.232988 avg loss, 0.000022 rate, 3.934518 seconds, 24640 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001440, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553776, Class: 0.319292, Obj: 0.001056, No Obj: 0.000565, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.506191, Class: 0.319736, Obj: 0.001260, No Obj: 0.001353, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.381626, Class: 0.756329, Obj: 0.000916, No Obj: 0.001169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547823, Class: 0.529517, Obj: 0.000414, No Obj: 0.000562, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001585, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430131, Class: 0.487735, Obj: 0.000783, No Obj: 0.000569, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.754504, Class: 0.409827, Obj: 0.003541, No Obj: 0.001389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.643349, Class: 0.739089, Obj: 0.003294, No Obj: 0.001171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487938, Class: 0.508680, Obj: 0.000442, No Obj: 0.000569, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001403, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544549, Class: 0.654184, Obj: 0.000588, No Obj: 0.001173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361566, Class: 0.538773, Obj: 0.000706, No Obj: 0.000569, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.376632, Class: 0.289531, Obj: 0.000341, No Obj: 0.001391, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682160, Class: 0.495730, Obj: 0.000825, No Obj: 0.000569, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001491, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616152, Class: 0.458410, Obj: 0.000594, No Obj: 0.001162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591601, Class: 0.457649, Obj: 0.000599, No Obj: 0.000572, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440762, Class: 0.392008, Obj: 0.000776, No Obj: 0.000563, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 386: 0.731405, 1.182830 avg loss, 0.000022 rate, 3.923386 seconds, 24704 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001622, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001172, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520649, Class: 0.579689, Obj: 0.000315, No Obj: 0.000565, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.400586, Class: 0.654049, Obj: 0.000643, No Obj: 0.001657, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.545209, Class: 0.746464, Obj: 0.003004, No Obj: 0.001191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477648, Class: 0.509902, Obj: 0.000620, No Obj: 0.000582, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001398, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592969, Class: 0.593446, Obj: 0.000848, No Obj: 0.000561, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001322, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304108, Class: 0.611013, Obj: 0.000657, No Obj: 0.001169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573592, Class: 0.407050, Obj: 0.000867, No Obj: 0.000558, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.118366, Class: 0.541198, Obj: 0.001761, No Obj: 0.001383, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.422433, Class: 0.523503, Obj: 0.000289, No Obj: 0.001155, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447751, Class: 0.401228, Obj: 0.000232, No Obj: 0.000554, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.319074, Class: 0.551349, Obj: 0.000653, No Obj: 0.001163, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.386984, Class: 0.447966, Obj: 0.001243, No Obj: 0.000565, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528108, Class: 0.563595, Obj: 0.000849, No Obj: 0.000554, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001654, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259579, Class: 0.763479, Obj: 0.003016, No Obj: 0.001164, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.390640, Class: 0.504113, Obj: 0.000650, No Obj: 0.000559, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 387: 0.974273, 1.161974 avg loss, 0.000022 rate, 3.914710 seconds, 24768 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001478, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.358358, Class: 0.576569, Obj: 0.000398, No Obj: 0.000554, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001452, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583360, Class: 0.397850, Obj: 0.002548, No Obj: 0.001160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459969, Class: 0.443039, Obj: 0.000385, No Obj: 0.000554, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001468, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414123, Class: 0.538677, Obj: 0.000904, No Obj: 0.001153, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.226999, Class: 0.505458, Obj: 0.000184, No Obj: 0.000557, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.217593, Class: 0.319133, Obj: 0.001293, No Obj: 0.001462, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.378857, Class: 0.667792, Obj: 0.001303, No Obj: 0.001142, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.470697, Class: 0.484648, Obj: 0.000477, No Obj: 0.000557, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340067, Class: 0.630596, Obj: 0.000842, No Obj: 0.001146, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000547, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001448, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495687, Class: 0.661881, Obj: 0.001946, No Obj: 0.001148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524979, Class: 0.470186, Obj: 0.000540, No Obj: 0.000554, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539449, Class: 0.765137, Obj: 0.001001, No Obj: 0.001153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448865, Class: 0.492024, Obj: 0.001314, No Obj: 0.000559, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500367, Class: 0.709362, Obj: 0.001197, No Obj: 0.001144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.266381, Class: 0.553082, Obj: 0.000368, No Obj: 0.000551, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 388: 0.937108, 1.139488 avg loss, 0.000023 rate, 3.931382 seconds, 24832 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001360, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545521, Class: 0.823195, Obj: 0.001634, No Obj: 0.001134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.530165, Class: 0.535539, Obj: 0.000558, No Obj: 0.000549, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.230330, Class: 0.268127, Obj: 0.003504, No Obj: 0.001323, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.323412, Class: 0.783285, Obj: 0.000928, No Obj: 0.001128, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656195, Class: 0.402887, Obj: 0.000176, No Obj: 0.000545, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440748, Class: 0.733326, Obj: 0.000382, No Obj: 0.001143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386057, Class: 0.443848, Obj: 0.000575, No Obj: 0.000540, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409977, Class: 0.569793, Obj: 0.000448, No Obj: 0.000540, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.545902, Class: 0.429948, Obj: 0.001281, No Obj: 0.001363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.332975, Class: 0.405618, Obj: 0.001160, No Obj: 0.001128, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.419124, Class: 0.476233, Obj: 0.001095, No Obj: 0.000539, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315141, Class: 0.444726, Obj: 0.001195, No Obj: 0.000538, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001401, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557256, Class: 0.725311, Obj: 0.000750, No Obj: 0.001148, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.294766, Class: 0.537882, Obj: 0.000204, No Obj: 0.000556, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001333, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551205, Class: 0.452912, Obj: 0.000609, No Obj: 0.000544, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 389: 1.186648, 1.144204 avg loss, 0.000023 rate, 3.928769 seconds, 24896 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001363, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315174, Class: 0.471858, Obj: 0.001090, No Obj: 0.000544, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.591238, Class: 0.353696, Obj: 0.007011, No Obj: 0.001386, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.406607, Class: 0.501528, Obj: 0.000876, No Obj: 0.001133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.427283, Class: 0.499798, Obj: 0.000511, No Obj: 0.000548, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001405, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.375608, Class: 0.510917, Obj: 0.000717, No Obj: 0.000536, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001371, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440870, Class: 0.576015, Obj: 0.001004, No Obj: 0.001112, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000543, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.741745, Class: 0.546951, Obj: 0.005065, No Obj: 0.001363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.267001, Class: 0.644304, Obj: 0.000409, No Obj: 0.001111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.473876, Class: 0.461502, Obj: 0.000460, No Obj: 0.000540, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.376476, Class: 0.395096, Obj: 0.000419, No Obj: 0.000537, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430130, Class: 0.389529, Obj: 0.000975, No Obj: 0.001115, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413392, Class: 0.473060, Obj: 0.000496, No Obj: 0.000541, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001330, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316797, Class: 0.393332, Obj: 0.000570, No Obj: 0.000535, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 390: 1.341168, 1.163900 avg loss, 0.000023 rate, 3.931256 seconds, 24960 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001369, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512687, Class: 0.806791, Obj: 0.001592, No Obj: 0.001109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.495216, Class: 0.480584, Obj: 0.000973, No Obj: 0.000535, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458947, Class: 0.186648, Obj: 0.000386, No Obj: 0.001130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.322487, Class: 0.474653, Obj: 0.000396, No Obj: 0.000539, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001357, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774167, Class: 0.777029, Obj: 0.000452, No Obj: 0.001112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.487290, Class: 0.489734, Obj: 0.001353, No Obj: 0.000535, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001361, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524144, Class: 0.540252, Obj: 0.000514, No Obj: 0.000542, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646587, Class: 0.341958, Obj: 0.000633, No Obj: 0.001101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509789, Class: 0.630724, Obj: 0.000858, No Obj: 0.000535, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366095, Class: 0.628995, Obj: 0.001046, No Obj: 0.001099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.560052, Class: 0.662287, Obj: 0.000331, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001392, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383677, Class: 0.514915, Obj: 0.000617, No Obj: 0.000538, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418819, Class: 0.492194, Obj: 0.000814, No Obj: 0.000531, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 391: 0.872423, 1.134752 avg loss, 0.000023 rate, 3.919615 seconds, 25024 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.285361, Class: 0.392317, Obj: 0.000698, No Obj: 0.001273, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510360, Class: 0.296321, Obj: 0.000170, No Obj: 0.000523, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.438966, Class: 0.643490, Obj: 0.004858, No Obj: 0.001337, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510869, Class: 0.489815, Obj: 0.000375, No Obj: 0.000524, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.293941, Class: 0.565148, Obj: 0.000423, No Obj: 0.000521, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633515, Class: 0.496126, Obj: 0.000555, No Obj: 0.000527, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001346, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409750, Class: 0.559038, Obj: 0.001089, No Obj: 0.000532, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.305625, Class: 0.528400, Obj: 0.000232, No Obj: 0.001381, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610187, Class: 0.434139, Obj: 0.000421, No Obj: 0.001101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.269611, Class: 0.467369, Obj: 0.000497, No Obj: 0.000533, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356310, Class: 0.507463, Obj: 0.001143, No Obj: 0.001093, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.483554, Class: 0.496500, Obj: 0.000558, No Obj: 0.000523, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714454, Class: 0.530294, Obj: 0.001257, No Obj: 0.001102, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.446072, Class: 0.395001, Obj: 0.000721, No Obj: 0.000527, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 392: 0.966937, 1.117971 avg loss, 0.000024 rate, 3.932581 seconds, 25088 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378049, Class: 0.460290, Obj: 0.000423, No Obj: 0.000518, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001394, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.308580, Class: 0.438816, Obj: 0.000411, No Obj: 0.001083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.257152, Class: 0.461094, Obj: 0.000356, No Obj: 0.000532, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.210621, Class: 0.448398, Obj: 0.002980, No Obj: 0.001295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324499, Class: 0.475766, Obj: 0.000478, No Obj: 0.000517, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.464406, Class: 0.331425, Obj: 0.001003, No Obj: 0.001311, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661476, Class: 0.561076, Obj: 0.000296, No Obj: 0.000522, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001299, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606385, Class: 0.680076, Obj: 0.000583, No Obj: 0.001082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578092, Class: 0.420426, Obj: 0.000481, No Obj: 0.000525, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486484, Class: 0.674436, Obj: 0.001149, No Obj: 0.001085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551980, Class: 0.575818, Obj: 0.000111, No Obj: 0.000524, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001297, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608237, Class: 0.645082, Obj: 0.000786, No Obj: 0.001085, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.431198, Class: 0.487071, Obj: 0.000474, No Obj: 0.000532, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512841, Class: 0.419633, Obj: 0.001014, No Obj: 0.000526, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 393: 1.180241, 1.124198 avg loss, 0.000024 rate, 3.912904 seconds, 25152 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452286, Class: 0.568938, Obj: 0.003118, No Obj: 0.001072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426779, Class: 0.429606, Obj: 0.000620, No Obj: 0.000511, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763275, Class: 0.621970, Obj: 0.002118, No Obj: 0.001060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.434630, Class: 0.458759, Obj: 0.000709, No Obj: 0.000514, .5R: 0.300000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472422, Class: 0.628736, Obj: 0.000923, No Obj: 0.001073, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.592953, Class: 0.409035, Obj: 0.000243, No Obj: 0.000510, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.470391, Class: 0.483589, Obj: 0.000499, No Obj: 0.001259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.364878, Class: 0.840124, Obj: 0.001289, No Obj: 0.001071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.356987, Class: 0.519326, Obj: 0.000495, No Obj: 0.000518, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455646, Class: 0.701987, Obj: 0.001477, No Obj: 0.001074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509736, Class: 0.423977, Obj: 0.000368, No Obj: 0.000516, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001361, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533242, Class: 0.616810, Obj: 0.001357, No Obj: 0.001089, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.468754, Class: 0.460498, Obj: 0.000522, No Obj: 0.000527, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721439, Class: 0.432376, Obj: 0.001876, No Obj: 0.001069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.173323, Class: 0.478286, Obj: 0.001063, No Obj: 0.000511, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.360040, Class: 0.761121, Obj: 0.000798, No Obj: 0.001073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.479853, Class: 0.506923, Obj: 0.000569, No Obj: 0.000513, .5R: 0.428571, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 394: 1.528897, 1.164668 avg loss, 0.000024 rate, 3.922823 seconds, 25216 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.478080, Class: 0.448998, Obj: 0.005364, No Obj: 0.001361, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.279956, Class: 0.507912, Obj: 0.000415, No Obj: 0.001050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.355500, Class: 0.513478, Obj: 0.001366, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398470, Class: 0.544362, Obj: 0.000729, No Obj: 0.000502, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484973, Class: 0.468413, Obj: 0.000365, No Obj: 0.000507, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469480, Class: 0.426841, Obj: 0.000719, No Obj: 0.001063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.521318, Class: 0.532856, Obj: 0.001497, No Obj: 0.000510, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394371, Class: 0.695079, Obj: 0.000633, No Obj: 0.001047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475293, Class: 0.446106, Obj: 0.000367, No Obj: 0.000505, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001322, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441554, Class: 0.422929, Obj: 0.000713, No Obj: 0.000517, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001282, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565449, Class: 0.588985, Obj: 0.001474, No Obj: 0.001049, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.443118, Class: 0.493691, Obj: 0.000324, No Obj: 0.000504, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.432083, Class: 0.646134, Obj: 0.000427, No Obj: 0.001049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.368890, Class: 0.512699, Obj: 0.000257, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 395: 1.089303, 1.157131 avg loss, 0.000024 rate, 3.918363 seconds, 25280 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.442134, Class: 0.706746, Obj: 0.002623, No Obj: 0.001043, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.484575, Class: 0.554193, Obj: 0.000223, No Obj: 0.000503, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503769, Class: 0.703630, Obj: 0.000525, No Obj: 0.001042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493081, Class: 0.474575, Obj: 0.000623, No Obj: 0.000505, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413787, Class: 0.659447, Obj: 0.001651, No Obj: 0.001037, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.350386, Class: 0.374275, Obj: 0.000316, No Obj: 0.000501, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488566, Class: 0.638121, Obj: 0.000787, No Obj: 0.001043, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.494223, Class: 0.633986, Obj: 0.001021, No Obj: 0.000499, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.313897, Class: 0.494965, Obj: 0.001274, No Obj: 0.001038, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429116, Class: 0.502682, Obj: 0.001015, No Obj: 0.000504, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.195287, Class: 0.592946, Obj: 0.000652, No Obj: 0.001033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570948, Class: 0.486676, Obj: 0.000888, No Obj: 0.000494, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429689, Class: 0.682070, Obj: 0.002124, No Obj: 0.001046, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.523840, Class: 0.534463, Obj: 0.000649, No Obj: 0.000506, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451023, Class: 0.756737, Obj: 0.001927, No Obj: 0.001035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.178132, Class: 0.535966, Obj: 0.000405, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 396: 1.131416, 1.154560 avg loss, 0.000025 rate, 3.921524 seconds, 25344 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551509, Class: 0.417215, Obj: 0.000725, No Obj: 0.000497, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.368523, Class: 0.453410, Obj: 0.000465, No Obj: 0.000502, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.332281, Class: 0.413889, Obj: 0.001532, No Obj: 0.001244, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480846, Class: 0.535186, Obj: 0.000334, No Obj: 0.000502, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.302487, Class: 0.663368, Obj: 0.001763, No Obj: 0.001026, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508885, Class: 0.540376, Obj: 0.000345, No Obj: 0.000496, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.300626, Class: 0.448582, Obj: 0.001202, No Obj: 0.001258, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.333740, Class: 0.522000, Obj: 0.000367, No Obj: 0.001027, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510594, Class: 0.588973, Obj: 0.000569, No Obj: 0.000495, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001295, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421205, Class: 0.440205, Obj: 0.000821, No Obj: 0.000491, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481387, Class: 0.604714, Obj: 0.000616, No Obj: 0.000500, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455670, Class: 0.419183, Obj: 0.000607, No Obj: 0.000495, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 397: 1.244063, 1.163510 avg loss, 0.000025 rate, 3.926174 seconds, 25408 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.408320, Class: 0.307677, Obj: 0.000532, No Obj: 0.001264, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.470274, Class: 0.672443, Obj: 0.000789, No Obj: 0.001007, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.289309, Class: 0.465256, Obj: 0.000515, No Obj: 0.000487, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744861, Class: 0.452887, Obj: 0.000966, No Obj: 0.001022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372852, Class: 0.462486, Obj: 0.000330, No Obj: 0.000493, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446600, Class: 0.536623, Obj: 0.000291, No Obj: 0.000490, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763137, Class: 0.790931, Obj: 0.000791, No Obj: 0.001018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.461486, Class: 0.494466, Obj: 0.000487, No Obj: 0.000485, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.255098, Class: 0.510537, Obj: 0.000222, No Obj: 0.001013, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637789, Class: 0.351902, Obj: 0.000588, No Obj: 0.000493, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.314110, Class: 0.757652, Obj: 0.002400, No Obj: 0.001023, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.440863, Class: 0.466744, Obj: 0.000740, No Obj: 0.000499, .5R: 0.416667, .75R: 0.083333, count: 12 Region 82 Avg IOU: 0.459908, Class: 0.526544, Obj: 0.004207, No Obj: 0.001353, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.616503, Class: 0.588914, Obj: 0.000824, No Obj: 0.001028, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.379187, Class: 0.574084, Obj: 0.000231, No Obj: 0.000496, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001369, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427630, Class: 0.718027, Obj: 0.000250, No Obj: 0.001019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486007, Class: 0.648884, Obj: 0.000307, No Obj: 0.000487, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 398: 1.228508, 1.170010 avg loss, 0.000025 rate, 3.923267 seconds, 25472 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.289227, Class: 0.520217, Obj: 0.000778, No Obj: 0.001015, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379167, Class: 0.416175, Obj: 0.000895, No Obj: 0.000488, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399895, Class: 0.429276, Obj: 0.000668, No Obj: 0.000493, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.544788, Class: 0.525746, Obj: 0.001891, No Obj: 0.001235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784349, Class: 0.547315, Obj: 0.000357, No Obj: 0.001005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.319722, Class: 0.423913, Obj: 0.000171, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495943, Class: 0.507097, Obj: 0.000597, No Obj: 0.000495, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433472, Class: 0.809950, Obj: 0.001078, No Obj: 0.001004, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652806, Class: 0.448994, Obj: 0.000264, No Obj: 0.000486, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533888, Class: 0.537018, Obj: 0.000474, No Obj: 0.000487, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.407913, Class: 0.713529, Obj: 0.001075, No Obj: 0.000996, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607878, Class: 0.493551, Obj: 0.001117, No Obj: 0.000481, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522152, Class: 0.533160, Obj: 0.000654, No Obj: 0.001018, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.241553, Class: 0.522563, Obj: 0.000223, No Obj: 0.000487, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 399: 0.887864, 1.141795 avg loss, 0.000025 rate, 3.919165 seconds, 25536 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000993, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594607, Class: 0.489465, Obj: 0.000448, No Obj: 0.000485, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434816, Class: 0.698306, Obj: 0.001467, No Obj: 0.000992, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407840, Class: 0.416795, Obj: 0.000681, No Obj: 0.000478, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486620, Class: 0.758997, Obj: 0.001761, No Obj: 0.000995, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.536867, Class: 0.458375, Obj: 0.000482, No Obj: 0.000487, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362524, Class: 0.654157, Obj: 0.000379, No Obj: 0.000985, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528077, Class: 0.435972, Obj: 0.001040, No Obj: 0.000479, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000987, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363932, Class: 0.413872, Obj: 0.000471, No Obj: 0.000485, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.423959, Class: 0.322038, Obj: 0.000273, No Obj: 0.001173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000990, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458726, Class: 0.538104, Obj: 0.001076, No Obj: 0.000478, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000991, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.209751, Class: 0.454162, Obj: 0.000795, No Obj: 0.000473, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.144174, Class: 0.384256, Obj: 0.001424, No Obj: 0.001263, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.297913, Class: 0.703306, Obj: 0.001321, No Obj: 0.000991, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.324317, Class: 0.471341, Obj: 0.000539, No Obj: 0.000476, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 400: 0.898581, 1.117474 avg loss, 0.000026 rate, 3.917542 seconds, 25600 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381420, Class: 0.613956, Obj: 0.001323, No Obj: 0.000978, .5R: 0.400000, .75R: 0.000000, count: 5 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000472, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000976, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535738, Class: 0.554498, Obj: 0.000340, No Obj: 0.000475, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000994, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.210985, Class: 0.390124, Obj: 0.000407, No Obj: 0.000471, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000980, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.288049, Class: 0.405461, Obj: 0.000823, No Obj: 0.000477, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.561081, Class: 0.375813, Obj: 0.001141, No Obj: 0.001183, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.431596, Class: 0.727634, Obj: 0.001328, No Obj: 0.000991, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594438, Class: 0.421557, Obj: 0.000619, No Obj: 0.000478, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000976, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000477, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001293, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.361109, Class: 0.562719, Obj: 0.000418, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.317415, Class: 0.662046, Obj: 0.000744, No Obj: 0.000997, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492095, Class: 0.459291, Obj: 0.000859, No Obj: 0.000480, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 401: 0.702603, 1.075987 avg loss, 0.000026 rate, 3.703835 seconds, 25664 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000964, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464447, Class: 0.448312, Obj: 0.000393, No Obj: 0.000465, .5R: 0.400000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922177, Class: 0.638505, Obj: 0.000387, No Obj: 0.000963, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.458487, Class: 0.359677, Obj: 0.001203, No Obj: 0.000464, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.297094, Class: 0.379686, Obj: 0.001406, No Obj: 0.001199, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000970, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431728, Class: 0.478196, Obj: 0.000286, No Obj: 0.000475, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000975, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467207, Class: 0.498082, Obj: 0.000855, No Obj: 0.000477, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378353, Class: 0.451021, Obj: 0.000592, No Obj: 0.000986, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.387910, Class: 0.501950, Obj: 0.000893, No Obj: 0.000478, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.367271, Class: 0.819072, Obj: 0.000678, No Obj: 0.000974, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.225381, Class: 0.429683, Obj: 0.000407, No Obj: 0.000468, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000977, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510433, Class: 0.507885, Obj: 0.000652, No Obj: 0.000472, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639856, Class: 0.527849, Obj: 0.002918, No Obj: 0.000970, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440481, Class: 0.343137, Obj: 0.000901, No Obj: 0.000466, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 402: 1.043704, 1.072758 avg loss, 0.000026 rate, 3.928344 seconds, 25728 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.319254, Class: 0.403823, Obj: 0.002027, No Obj: 0.001194, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.583701, Class: 0.726442, Obj: 0.000916, No Obj: 0.000952, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.565266, Class: 0.657143, Obj: 0.000154, No Obj: 0.000458, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.273134, Class: 0.361605, Obj: 0.000388, No Obj: 0.001185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.555923, Class: 0.734208, Obj: 0.001876, No Obj: 0.000964, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.471880, Class: 0.625433, Obj: 0.000523, No Obj: 0.000465, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435946, Class: 0.583961, Obj: 0.000683, No Obj: 0.000965, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.363695, Class: 0.520968, Obj: 0.000463, No Obj: 0.000462, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.528371, Class: 0.321025, Obj: 0.000699, No Obj: 0.001190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.570502, Class: 0.599160, Obj: 0.000791, No Obj: 0.000946, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.346946, Class: 0.439225, Obj: 0.000512, No Obj: 0.000462, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.274125, Class: 0.387116, Obj: 0.001719, No Obj: 0.001221, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.439140, Class: 0.455631, Obj: 0.001850, No Obj: 0.000962, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.368768, Class: 0.472481, Obj: 0.000534, No Obj: 0.000462, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001293, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398259, Class: 0.700374, Obj: 0.002262, No Obj: 0.000963, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.468048, Class: 0.462810, Obj: 0.000653, No Obj: 0.000465, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470563, Class: 0.663762, Obj: 0.001663, No Obj: 0.000964, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.473629, Class: 0.444426, Obj: 0.000702, No Obj: 0.000473, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.384454, Class: 0.384209, Obj: 0.001228, No Obj: 0.001298, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.265898, Class: 0.616163, Obj: 0.001224, No Obj: 0.000957, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.407644, Class: 0.494152, Obj: 0.000427, No Obj: 0.000460, .5R: 0.375000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 403: 1.607044, 1.126187 avg loss, 0.000026 rate, 3.916865 seconds, 25792 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621753, Class: 0.562470, Obj: 0.001006, No Obj: 0.000948, .5R: 1.000000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.376842, Class: 0.535549, Obj: 0.000354, No Obj: 0.000461, .5R: 0.100000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455604, Class: 0.397738, Obj: 0.000499, No Obj: 0.000940, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.376386, Class: 0.524679, Obj: 0.000775, No Obj: 0.000453, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.385096, Class: 0.535524, Obj: 0.000994, No Obj: 0.000944, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404255, Class: 0.523889, Obj: 0.000390, No Obj: 0.000458, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523550, Class: 0.245781, Obj: 0.000297, No Obj: 0.000950, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.341728, Class: 0.502635, Obj: 0.000571, No Obj: 0.000457, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000965, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473223, Class: 0.520174, Obj: 0.000377, No Obj: 0.000466, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377181, Class: 0.709542, Obj: 0.002135, No Obj: 0.000950, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.294595, Class: 0.524052, Obj: 0.000400, No Obj: 0.000464, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612523, Class: 0.846105, Obj: 0.000990, No Obj: 0.000944, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.436888, Class: 0.541984, Obj: 0.000603, No Obj: 0.000453, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.240146, Class: 0.324110, Obj: 0.001882, No Obj: 0.001186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000944, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.325512, Class: 0.492406, Obj: 0.000435, No Obj: 0.000462, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 404: 1.887697, 1.202338 avg loss, 0.000027 rate, 3.932124 seconds, 25856 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.388882, Class: 0.338838, Obj: 0.001030, No Obj: 0.001226, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000940, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460856, Class: 0.401862, Obj: 0.000384, No Obj: 0.000456, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558740, Class: 0.688257, Obj: 0.000569, No Obj: 0.000929, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.331240, Class: 0.397905, Obj: 0.000123, No Obj: 0.000448, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000930, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.232093, Class: 0.466171, Obj: 0.001285, No Obj: 0.000447, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.344769, Class: 0.248718, Obj: 0.003675, No Obj: 0.001166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000936, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635510, Class: 0.496508, Obj: 0.001714, No Obj: 0.000454, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.300928, Class: 0.336352, Obj: 0.000530, No Obj: 0.001098, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000936, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365027, Class: 0.467342, Obj: 0.000584, No Obj: 0.000450, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000935, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.385567, Class: 0.569468, Obj: 0.000562, No Obj: 0.000451, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.374501, Class: 0.412232, Obj: 0.000929, No Obj: 0.001098, .5R: 0.333333, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.516964, Class: 0.692168, Obj: 0.001255, No Obj: 0.000947, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.388284, Class: 0.691432, Obj: 0.000592, No Obj: 0.000458, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.685793, Class: 0.361983, Obj: 0.000118, No Obj: 0.001150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000927, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463485, Class: 0.379967, Obj: 0.001074, No Obj: 0.000454, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 405: 0.825284, 1.164633 avg loss, 0.000027 rate, 3.913123 seconds, 25920 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479218, Class: 0.727876, Obj: 0.000921, No Obj: 0.000930, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.386617, Class: 0.508688, Obj: 0.000416, No Obj: 0.000452, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393754, Class: 0.708924, Obj: 0.000885, No Obj: 0.000925, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.534170, Class: 0.505538, Obj: 0.000257, No Obj: 0.000457, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517686, Class: 0.637591, Obj: 0.000944, No Obj: 0.000922, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.276509, Class: 0.498432, Obj: 0.000605, No Obj: 0.000450, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.403079, Class: 0.814290, Obj: 0.001566, No Obj: 0.000931, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460261, Class: 0.630338, Obj: 0.000670, No Obj: 0.000449, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.302082, Class: 0.706678, Obj: 0.001300, No Obj: 0.000913, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.440495, Class: 0.444344, Obj: 0.000501, No Obj: 0.000447, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.369049, Class: 0.335997, Obj: 0.000901, No Obj: 0.001139, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.326302, Class: 0.732051, Obj: 0.000823, No Obj: 0.000928, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.338852, Class: 0.541939, Obj: 0.000736, No Obj: 0.000454, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.180830, Class: 0.357981, Obj: 0.000896, No Obj: 0.001114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.507395, Class: 0.665553, Obj: 0.000607, No Obj: 0.000918, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.453271, Class: 0.569108, Obj: 0.000550, No Obj: 0.000442, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000939, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512249, Class: 0.551772, Obj: 0.000362, No Obj: 0.000452, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 406: 1.508900, 1.199059 avg loss, 0.000027 rate, 3.930472 seconds, 25984 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428221, Class: 0.366530, Obj: 0.001586, No Obj: 0.000916, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417463, Class: 0.421248, Obj: 0.000388, No Obj: 0.000448, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495418, Class: 0.520524, Obj: 0.000693, No Obj: 0.000916, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.281285, Class: 0.586224, Obj: 0.000494, No Obj: 0.000445, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000917, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434894, Class: 0.440722, Obj: 0.000790, No Obj: 0.000439, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369201, Class: 0.496029, Obj: 0.000853, No Obj: 0.000915, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.327112, Class: 0.522402, Obj: 0.000224, No Obj: 0.000443, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398253, Class: 0.512542, Obj: 0.000633, No Obj: 0.000916, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.356433, Class: 0.484033, Obj: 0.000436, No Obj: 0.000441, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.380272, Class: 0.305425, Obj: 0.000977, No Obj: 0.001075, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000921, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462907, Class: 0.503409, Obj: 0.000341, No Obj: 0.000446, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000915, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343672, Class: 0.435789, Obj: 0.000404, No Obj: 0.000440, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000917, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.417132, Class: 0.391501, Obj: 0.000653, No Obj: 0.000443, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 407: 1.340900, 1.213243 avg loss, 0.000027 rate, 3.923788 seconds, 26048 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000904, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505400, Class: 0.376710, Obj: 0.000361, No Obj: 0.000440, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.648576, Class: 0.359722, Obj: 0.004268, No Obj: 0.001067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.507907, Class: 0.634193, Obj: 0.000580, No Obj: 0.000905, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.330167, Class: 0.487276, Obj: 0.000445, No Obj: 0.000437, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406087, Class: 0.765116, Obj: 0.000752, No Obj: 0.000899, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467902, Class: 0.572937, Obj: 0.000278, No Obj: 0.000439, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.291579, Class: 0.461773, Obj: 0.001199, No Obj: 0.001074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.512424, Class: 0.668536, Obj: 0.001389, No Obj: 0.000905, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448139, Class: 0.452900, Obj: 0.001070, No Obj: 0.000441, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000915, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481212, Class: 0.406661, Obj: 0.000286, No Obj: 0.000440, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.613562, Class: 0.337126, Obj: 0.000814, No Obj: 0.001174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.223398, Class: 0.714057, Obj: 0.001762, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.369580, Class: 0.482203, Obj: 0.000564, No Obj: 0.000432, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000914, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541468, Class: 0.493530, Obj: 0.000676, No Obj: 0.000442, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.150938, Class: 0.686260, Obj: 0.000565, No Obj: 0.000895, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345766, Class: 0.489801, Obj: 0.000203, No Obj: 0.000432, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 408: 1.121889, 1.204108 avg loss, 0.000028 rate, 3.928442 seconds, 26112 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000896, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.239302, Class: 0.403009, Obj: 0.000964, No Obj: 0.000431, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586839, Class: 0.687495, Obj: 0.001773, No Obj: 0.000891, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.166799, Class: 0.428838, Obj: 0.000396, No Obj: 0.000431, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.302575, Class: 0.645838, Obj: 0.000967, No Obj: 0.000901, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.527006, Class: 0.543820, Obj: 0.000744, No Obj: 0.000437, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000899, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386983, Class: 0.493823, Obj: 0.000418, No Obj: 0.000436, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000910, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.348508, Class: 0.504769, Obj: 0.000275, No Obj: 0.000443, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827571, Class: 0.877355, Obj: 0.001182, No Obj: 0.000885, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.435744, Class: 0.538881, Obj: 0.000908, No Obj: 0.000431, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.147043, Class: 0.712276, Obj: 0.001051, No Obj: 0.000895, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.452800, Class: 0.459267, Obj: 0.000604, No Obj: 0.000429, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.381142, Class: 0.342934, Obj: 0.001678, No Obj: 0.001100, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.434371, Class: 0.604510, Obj: 0.001576, No Obj: 0.000885, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.295361, Class: 0.476682, Obj: 0.000585, No Obj: 0.000432, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 409: 1.263035, 1.210001 avg loss, 0.000028 rate, 3.934224 seconds, 26176 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696911, Class: 0.561083, Obj: 0.001169, No Obj: 0.000891, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385097, Class: 0.497303, Obj: 0.000323, No Obj: 0.000431, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636212, Class: 0.748199, Obj: 0.000417, No Obj: 0.000894, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.569089, Class: 0.379485, Obj: 0.000405, No Obj: 0.000434, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000893, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.404248, Class: 0.452280, Obj: 0.000370, No Obj: 0.000435, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328683, Class: 0.571030, Obj: 0.001159, No Obj: 0.000890, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.565333, Class: 0.349061, Obj: 0.000227, No Obj: 0.000424, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716123, Class: 0.670623, Obj: 0.003247, No Obj: 0.000881, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354291, Class: 0.564041, Obj: 0.000290, No Obj: 0.000428, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327950, Class: 0.851426, Obj: 0.000371, No Obj: 0.000889, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554276, Class: 0.539096, Obj: 0.000722, No Obj: 0.000431, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564580, Class: 0.676510, Obj: 0.001229, No Obj: 0.000888, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.525265, Class: 0.594422, Obj: 0.002305, No Obj: 0.000431, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457066, Class: 0.761634, Obj: 0.000427, No Obj: 0.000879, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.369851, Class: 0.472777, Obj: 0.000349, No Obj: 0.000426, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 410: 1.003078, 1.189309 avg loss, 0.000028 rate, 3.926912 seconds, 26240 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368712, Class: 0.841370, Obj: 0.001085, No Obj: 0.000869, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426839, Class: 0.512025, Obj: 0.000643, No Obj: 0.000422, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838746, Class: 0.445369, Obj: 0.001296, No Obj: 0.000877, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.423299, Class: 0.496851, Obj: 0.000410, No Obj: 0.000423, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611909, Class: 0.553693, Obj: 0.001127, No Obj: 0.000881, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498812, Class: 0.498234, Obj: 0.000294, No Obj: 0.000435, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373341, Class: 0.418701, Obj: 0.000864, No Obj: 0.000870, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.268707, Class: 0.411729, Obj: 0.000532, No Obj: 0.000422, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446690, Class: 0.729273, Obj: 0.001138, No Obj: 0.000868, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000427, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000882, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416262, Class: 0.536837, Obj: 0.000745, No Obj: 0.000426, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.234061, Class: 0.770645, Obj: 0.000580, No Obj: 0.000887, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.476452, Class: 0.470087, Obj: 0.000796, No Obj: 0.000431, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470161, Class: 0.701495, Obj: 0.000523, No Obj: 0.000871, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.468878, Class: 0.463193, Obj: 0.000427, No Obj: 0.000419, .5R: 0.555556, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 411: 1.320099, 1.202388 avg loss, 0.000029 rate, 3.927076 seconds, 26304 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000862, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455908, Class: 0.518389, Obj: 0.000365, No Obj: 0.000418, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.301154, Class: 0.344046, Obj: 0.001228, No Obj: 0.001086, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.689516, Class: 0.579482, Obj: 0.000640, No Obj: 0.000864, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.198067, Class: 0.481508, Obj: 0.000824, No Obj: 0.000421, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622953, Class: 0.707205, Obj: 0.000734, No Obj: 0.000859, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.350967, Class: 0.450911, Obj: 0.000410, No Obj: 0.000418, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000865, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.459080, Class: 0.444908, Obj: 0.000654, No Obj: 0.000420, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000857, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467387, Class: 0.517875, Obj: 0.000886, No Obj: 0.000416, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368068, Class: 0.660411, Obj: 0.001207, No Obj: 0.000862, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000418, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000864, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.318334, Class: 0.657095, Obj: 0.000845, No Obj: 0.000417, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.301782, Class: 0.692027, Obj: 0.001843, No Obj: 0.000863, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.655283, Class: 0.612078, Obj: 0.000425, No Obj: 0.000421, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 412: 0.697441, 1.151893 avg loss, 0.000029 rate, 3.939846 seconds, 26368 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903225, Class: 0.770522, Obj: 0.000454, No Obj: 0.000850, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.516374, Class: 0.519518, Obj: 0.000284, No Obj: 0.000409, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.830628, Class: 0.396198, Obj: 0.000666, No Obj: 0.001075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.925210, Class: 0.361824, Obj: 0.001426, No Obj: 0.000858, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.460615, Class: 0.422150, Obj: 0.000637, No Obj: 0.000415, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618246, Class: 0.771682, Obj: 0.000703, No Obj: 0.000854, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.523285, Class: 0.459422, Obj: 0.000764, No Obj: 0.000415, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.144163, Class: 0.335655, Obj: 0.003097, No Obj: 0.000994, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.351351, Class: 0.628561, Obj: 0.001652, No Obj: 0.000846, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.244086, Class: 0.507306, Obj: 0.000277, No Obj: 0.000410, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347507, Class: 0.626128, Obj: 0.001047, No Obj: 0.000867, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.366471, Class: 0.515601, Obj: 0.000838, No Obj: 0.000420, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000999, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000858, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.389215, Class: 0.581670, Obj: 0.000379, No Obj: 0.000415, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000858, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388858, Class: 0.552405, Obj: 0.000788, No Obj: 0.000424, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.202987, Class: 0.729870, Obj: 0.000150, No Obj: 0.001013, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000855, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460659, Class: 0.531124, Obj: 0.000641, No Obj: 0.000411, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 413: 1.292832, 1.165987 avg loss, 0.000029 rate, 3.922636 seconds, 26432 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000984, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000845, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.322357, Class: 0.484686, Obj: 0.000448, No Obj: 0.000410, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.216645, Class: 0.535483, Obj: 0.000987, No Obj: 0.000847, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371229, Class: 0.487161, Obj: 0.000545, No Obj: 0.000409, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500793, Class: 0.453129, Obj: 0.000123, No Obj: 0.000842, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337921, Class: 0.526560, Obj: 0.000382, No Obj: 0.000414, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000990, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740680, Class: 0.679775, Obj: 0.000469, No Obj: 0.000848, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.309302, Class: 0.545231, Obj: 0.000338, No Obj: 0.000405, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000857, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472888, Class: 0.552344, Obj: 0.000495, No Obj: 0.000419, .5R: 0.500000, .75R: 0.083333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000849, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.199554, Class: 0.462385, Obj: 0.000215, No Obj: 0.000410, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461966, Class: 0.359235, Obj: 0.000572, No Obj: 0.000842, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432206, Class: 0.457853, Obj: 0.000660, No Obj: 0.000415, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634463, Class: 0.788867, Obj: 0.001338, No Obj: 0.000852, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361395, Class: 0.426865, Obj: 0.000445, No Obj: 0.000416, .5R: 0.000000, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 414: 1.688060, 1.218194 avg loss, 0.000029 rate, 3.934558 seconds, 26496 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000988, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000832, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698294, Class: 0.466126, Obj: 0.000643, No Obj: 0.000403, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.206387, Class: 0.466262, Obj: 0.001774, No Obj: 0.000851, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.453359, Class: 0.403142, Obj: 0.000435, No Obj: 0.000413, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.377389, Class: 0.471515, Obj: 0.001271, No Obj: 0.001055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.295741, Class: 0.698179, Obj: 0.000712, No Obj: 0.000831, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541103, Class: 0.447389, Obj: 0.000981, No Obj: 0.000402, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.354101, Class: 0.244059, Obj: 0.000535, No Obj: 0.001034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000838, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428373, Class: 0.434212, Obj: 0.000742, No Obj: 0.000403, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000982, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.125184, Class: 0.735799, Obj: 0.000924, No Obj: 0.000832, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.217068, Class: 0.602691, Obj: 0.001369, No Obj: 0.000408, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000988, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901155, Class: 0.666642, Obj: 0.001267, No Obj: 0.000836, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.169027, Class: 0.544708, Obj: 0.000500, No Obj: 0.000403, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846669, Class: 0.814796, Obj: 0.000305, No Obj: 0.000832, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.404215, Class: 0.484917, Obj: 0.000371, No Obj: 0.000402, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000831, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365112, Class: 0.474068, Obj: 0.000563, No Obj: 0.000404, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 415: 1.159929, 1.212368 avg loss, 0.000030 rate, 3.919644 seconds, 26560 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000823, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380308, Class: 0.492262, Obj: 0.001316, No Obj: 0.000404, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754081, Class: 0.564552, Obj: 0.001119, No Obj: 0.000831, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.586471, Class: 0.585747, Obj: 0.000345, No Obj: 0.000405, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.342088, Class: 0.246554, Obj: 0.005759, No Obj: 0.001060, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000835, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.081546, Class: 0.302109, Obj: 0.000175, No Obj: 0.000405, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.344003, Class: 0.265129, Obj: 0.001813, No Obj: 0.001033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000818, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.370018, Class: 0.604779, Obj: 0.000515, No Obj: 0.000401, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595563, Class: 0.741402, Obj: 0.000968, No Obj: 0.000822, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456456, Class: 0.473020, Obj: 0.000572, No Obj: 0.000399, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000974, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000820, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.355108, Class: 0.567563, Obj: 0.000857, No Obj: 0.000393, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000834, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.282130, Class: 0.476320, Obj: 0.000508, No Obj: 0.000407, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.348339, Class: 0.728370, Obj: 0.000846, No Obj: 0.000818, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.432041, Class: 0.482638, Obj: 0.000646, No Obj: 0.000401, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 416: 1.333517, 1.224483 avg loss, 0.000030 rate, 3.908633 seconds, 26624 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000817, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.340697, Class: 0.437578, Obj: 0.001029, No Obj: 0.000398, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000958, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411728, Class: 0.790384, Obj: 0.001082, No Obj: 0.000809, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526888, Class: 0.486296, Obj: 0.001349, No Obj: 0.000395, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.443355, Class: 0.451512, Obj: 0.001839, No Obj: 0.000945, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.354058, Class: 0.632854, Obj: 0.001186, No Obj: 0.000813, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.437970, Class: 0.374982, Obj: 0.000313, No Obj: 0.000397, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000951, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.338712, Class: 0.407726, Obj: 0.000885, No Obj: 0.000814, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644279, Class: 0.456142, Obj: 0.000378, No Obj: 0.000394, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379464, Class: 0.441142, Obj: 0.000512, No Obj: 0.000830, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.428071, Class: 0.488006, Obj: 0.000318, No Obj: 0.000404, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000972, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472793, Class: 0.455438, Obj: 0.001247, No Obj: 0.000823, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.288883, Class: 0.548759, Obj: 0.000806, No Obj: 0.000399, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.629780, Class: 0.289473, Obj: 0.000426, No Obj: 0.000960, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.444560, Class: 0.651156, Obj: 0.001459, No Obj: 0.000816, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000396, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000947, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000812, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429413, Class: 0.483677, Obj: 0.000441, No Obj: 0.000388, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 417: 1.273577, 1.229392 avg loss, 0.000030 rate, 3.904674 seconds, 26688 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.421318, Class: 0.408884, Obj: 0.003111, No Obj: 0.001021, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.589420, Class: 0.598942, Obj: 0.000444, No Obj: 0.000811, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.516466, Class: 0.420582, Obj: 0.000729, No Obj: 0.000397, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.422179, Class: 0.703119, Obj: 0.000831, No Obj: 0.000812, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000399, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.431847, Class: 0.376648, Obj: 0.001784, No Obj: 0.000924, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000802, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.247899, Class: 0.646242, Obj: 0.000403, No Obj: 0.000391, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.152630, Class: 0.424360, Obj: 0.000855, No Obj: 0.000815, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.414579, Class: 0.553215, Obj: 0.000666, No Obj: 0.000394, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000961, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000805, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.476961, Class: 0.509735, Obj: 0.000481, No Obj: 0.000390, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413576, Class: 0.525112, Obj: 0.000523, No Obj: 0.000805, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.296708, Class: 0.518626, Obj: 0.000745, No Obj: 0.000390, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000948, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326716, Class: 0.675306, Obj: 0.000626, No Obj: 0.000814, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354164, Class: 0.584509, Obj: 0.000879, No Obj: 0.000392, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000941, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421356, Class: 0.664992, Obj: 0.002266, No Obj: 0.000804, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.484685, Class: 0.442410, Obj: 0.000753, No Obj: 0.000397, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 418: 1.038239, 1.210277 avg loss, 0.000031 rate, 3.902602 seconds, 26752 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.531073, Class: 0.478929, Obj: 0.000759, No Obj: 0.001022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000797, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.370788, Class: 0.467819, Obj: 0.000195, No Obj: 0.000389, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000994, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564801, Class: 0.580441, Obj: 0.000923, No Obj: 0.000806, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.506071, Class: 0.534351, Obj: 0.000367, No Obj: 0.000396, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.141369, Class: 0.472204, Obj: 0.000908, No Obj: 0.000797, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622352, Class: 0.506994, Obj: 0.000329, No Obj: 0.000387, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000977, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.410880, Class: 0.651430, Obj: 0.000467, No Obj: 0.000798, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.340264, Class: 0.602621, Obj: 0.000340, No Obj: 0.000393, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000954, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.407399, Class: 0.575154, Obj: 0.001323, No Obj: 0.000796, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.410251, Class: 0.522378, Obj: 0.000411, No Obj: 0.000392, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000804, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448968, Class: 0.366125, Obj: 0.000350, No Obj: 0.000392, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730681, Class: 0.560058, Obj: 0.000841, No Obj: 0.000804, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614155, Class: 0.667361, Obj: 0.001030, No Obj: 0.000392, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000945, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000797, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.365793, Class: 0.439731, Obj: 0.000307, No Obj: 0.000384, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 419: 1.171777, 1.206427 avg loss, 0.000031 rate, 3.904229 seconds, 26816 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000971, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392022, Class: 0.568946, Obj: 0.001557, No Obj: 0.000793, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.357494, Class: 0.446720, Obj: 0.000520, No Obj: 0.000387, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000907, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.297269, Class: 0.582896, Obj: 0.001499, No Obj: 0.000788, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.281098, Class: 0.538607, Obj: 0.000589, No Obj: 0.000380, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000940, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.225024, Class: 0.684925, Obj: 0.000297, No Obj: 0.000793, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.367745, Class: 0.478679, Obj: 0.000545, No Obj: 0.000387, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000916, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659896, Class: 0.599953, Obj: 0.000695, No Obj: 0.000785, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.470395, Class: 0.456555, Obj: 0.000783, No Obj: 0.000384, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.488518, Class: 0.489921, Obj: 0.003427, No Obj: 0.000953, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.577632, Class: 0.612942, Obj: 0.000718, No Obj: 0.000787, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.423739, Class: 0.502514, Obj: 0.000322, No Obj: 0.000383, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000968, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000798, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.260574, Class: 0.500772, Obj: 0.000786, No Obj: 0.000390, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000952, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531288, Class: 0.611929, Obj: 0.000880, No Obj: 0.000791, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.375622, Class: 0.446360, Obj: 0.000454, No Obj: 0.000385, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000983, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926708, Class: 0.668752, Obj: 0.000300, No Obj: 0.000788, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.096846, Class: 0.560466, Obj: 0.000931, No Obj: 0.000381, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 420: 1.134354, 1.199220 avg loss, 0.000031 rate, 3.902340 seconds, 26880 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000890, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600443, Class: 0.716283, Obj: 0.002753, No Obj: 0.000769, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.496297, Class: 0.460387, Obj: 0.000502, No Obj: 0.000377, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000942, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000784, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437196, Class: 0.457034, Obj: 0.000384, No Obj: 0.000377, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.411825, Class: 0.352774, Obj: 0.001683, No Obj: 0.000982, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.580035, Class: 0.605157, Obj: 0.000831, No Obj: 0.000787, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.266440, Class: 0.534643, Obj: 0.000923, No Obj: 0.000382, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000936, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000776, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447727, Class: 0.565383, Obj: 0.000694, No Obj: 0.000373, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000938, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574854, Class: 0.631508, Obj: 0.001534, No Obj: 0.000781, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.356212, Class: 0.532965, Obj: 0.000368, No Obj: 0.000381, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000966, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.350575, Class: 0.645826, Obj: 0.001967, No Obj: 0.000772, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.304126, Class: 0.616685, Obj: 0.000431, No Obj: 0.000379, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517349, Class: 0.496806, Obj: 0.000652, No Obj: 0.000790, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.551454, Class: 0.612403, Obj: 0.000351, No Obj: 0.000380, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.415729, Class: 0.360661, Obj: 0.000754, No Obj: 0.000905, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000777, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465395, Class: 0.548912, Obj: 0.000332, No Obj: 0.000383, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 421: 1.101636, 1.189461 avg loss, 0.000031 rate, 3.903855 seconds, 26944 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.631232, Class: 0.572435, Obj: 0.000708, No Obj: 0.000973, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000776, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.217113, Class: 0.334772, Obj: 0.000226, No Obj: 0.000384, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.348281, Class: 0.419415, Obj: 0.000292, No Obj: 0.000948, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000776, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.376226, Class: 0.442371, Obj: 0.000442, No Obj: 0.000374, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000912, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000770, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.358410, Class: 0.456628, Obj: 0.000355, No Obj: 0.000371, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000894, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000767, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.420601, Class: 0.510277, Obj: 0.000291, No Obj: 0.000373, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000891, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.196249, Class: 0.376674, Obj: 0.000347, No Obj: 0.000771, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.281716, Class: 0.432902, Obj: 0.000277, No Obj: 0.000372, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000939, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393636, Class: 0.652307, Obj: 0.000616, No Obj: 0.000768, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745297, Class: 0.432698, Obj: 0.000638, No Obj: 0.000375, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.224307, Class: 0.316853, Obj: 0.001275, No Obj: 0.001004, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000776, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388620, Class: 0.491995, Obj: 0.000549, No Obj: 0.000376, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.302367, Class: 0.352659, Obj: 0.001927, No Obj: 0.000942, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000772, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000373, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 422: 1.371957, 1.207711 avg loss, 0.000032 rate, 3.903224 seconds, 27008 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000974, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471093, Class: 0.723969, Obj: 0.001635, No Obj: 0.000761, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.500011, Class: 0.547050, Obj: 0.000347, No Obj: 0.000373, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000952, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000764, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.404534, Class: 0.423903, Obj: 0.000544, No Obj: 0.000375, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000931, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000766, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425414, Class: 0.448423, Obj: 0.000645, No Obj: 0.000377, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000930, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000762, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379729, Class: 0.498868, Obj: 0.000387, No Obj: 0.000370, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.725692, Class: 0.461075, Obj: 0.003059, No Obj: 0.000938, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000766, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422181, Class: 0.438111, Obj: 0.000559, No Obj: 0.000373, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000918, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421121, Class: 0.681671, Obj: 0.000423, No Obj: 0.000765, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490569, Class: 0.502061, Obj: 0.000567, No Obj: 0.000368, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.644915, Class: 0.368748, Obj: 0.002209, No Obj: 0.000948, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.725997, Class: 0.414142, Obj: 0.001021, No Obj: 0.000763, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605841, Class: 0.515578, Obj: 0.000320, No Obj: 0.000369, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000892, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521624, Class: 0.758640, Obj: 0.001384, No Obj: 0.000756, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342650, Class: 0.558938, Obj: 0.000357, No Obj: 0.000366, .5R: 0.166667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 423: 1.216350, 1.208575 avg loss, 0.000032 rate, 3.902696 seconds, 27072 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000980, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362074, Class: 0.380435, Obj: 0.000382, No Obj: 0.000750, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.355325, Class: 0.672751, Obj: 0.001705, No Obj: 0.000365, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000916, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379980, Class: 0.443467, Obj: 0.000367, No Obj: 0.000756, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.388464, Class: 0.499648, Obj: 0.000417, No Obj: 0.000369, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000901, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.216213, Class: 0.764652, Obj: 0.000802, No Obj: 0.000752, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.257795, Class: 0.432885, Obj: 0.000437, No Obj: 0.000372, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000901, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000753, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460305, Class: 0.458047, Obj: 0.000510, No Obj: 0.000364, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000888, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507696, Class: 0.757644, Obj: 0.000364, No Obj: 0.000751, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000365, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000939, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000758, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437343, Class: 0.392667, Obj: 0.000280, No Obj: 0.000367, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000929, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467676, Class: 0.558724, Obj: 0.001729, No Obj: 0.000755, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.346964, Class: 0.533999, Obj: 0.000471, No Obj: 0.000367, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.426960, Class: 0.417669, Obj: 0.000787, No Obj: 0.000900, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.678570, Class: 0.628689, Obj: 0.000570, No Obj: 0.000762, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.496169, Class: 0.445430, Obj: 0.001101, No Obj: 0.000371, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 424: 1.059603, 1.193678 avg loss, 0.000032 rate, 3.906497 seconds, 27136 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000907, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512406, Class: 0.428374, Obj: 0.000425, No Obj: 0.000362, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.415117, Class: 0.524999, Obj: 0.000621, No Obj: 0.000907, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.452257, Class: 0.762217, Obj: 0.000974, No Obj: 0.000746, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411398, Class: 0.546572, Obj: 0.000317, No Obj: 0.000362, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000894, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000750, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.353184, Class: 0.540624, Obj: 0.000508, No Obj: 0.000361, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000991, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420722, Class: 0.608808, Obj: 0.000988, No Obj: 0.000745, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389376, Class: 0.589502, Obj: 0.000244, No Obj: 0.000365, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453082, Class: 0.646299, Obj: 0.000329, No Obj: 0.000737, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503803, Class: 0.490308, Obj: 0.000607, No Obj: 0.000358, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000759, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514997, Class: 0.482394, Obj: 0.000385, No Obj: 0.000382, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.701274, Class: 0.575417, Obj: 0.002926, No Obj: 0.000923, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.520294, Class: 0.670314, Obj: 0.001471, No Obj: 0.000759, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.432986, Class: 0.529755, Obj: 0.000649, No Obj: 0.000366, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000952, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.359163, Class: 0.750199, Obj: 0.001179, No Obj: 0.000751, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.271595, Class: 0.541680, Obj: 0.000302, No Obj: 0.000368, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 425: 1.203377, 1.194648 avg loss, 0.000033 rate, 3.904664 seconds, 27200 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000971, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000754, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526919, Class: 0.437318, Obj: 0.000166, No Obj: 0.000363, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000950, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000744, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486863, Class: 0.493798, Obj: 0.000165, No Obj: 0.000365, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000924, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326922, Class: 0.702841, Obj: 0.000574, No Obj: 0.000749, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.457477, Class: 0.548370, Obj: 0.000433, No Obj: 0.000365, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000900, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000732, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.295843, Class: 0.526305, Obj: 0.000564, No Obj: 0.000357, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000969, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.307236, Class: 0.589604, Obj: 0.000248, No Obj: 0.000733, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392391, Class: 0.409620, Obj: 0.000334, No Obj: 0.000359, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000904, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000737, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383329, Class: 0.501131, Obj: 0.002072, No Obj: 0.000360, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.001006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469416, Class: 0.742873, Obj: 0.000483, No Obj: 0.000736, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382991, Class: 0.441146, Obj: 0.000275, No Obj: 0.000360, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000875, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309838, Class: 0.725780, Obj: 0.000773, No Obj: 0.000734, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375892, Class: 0.559784, Obj: 0.000301, No Obj: 0.000363, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 426: 1.233300, 1.198513 avg loss, 0.000033 rate, 3.907125 seconds, 27264 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000942, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000733, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508899, Class: 0.616425, Obj: 0.000465, No Obj: 0.000361, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000875, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584075, Class: 0.580473, Obj: 0.001307, No Obj: 0.000737, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000357, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000841, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.385141, Class: 0.631187, Obj: 0.000767, No Obj: 0.000730, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.315827, Class: 0.546566, Obj: 0.000460, No Obj: 0.000356, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000853, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633156, Class: 0.662399, Obj: 0.000531, No Obj: 0.000727, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.386356, Class: 0.408791, Obj: 0.000916, No Obj: 0.000360, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000854, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000724, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.307165, Class: 0.474233, Obj: 0.000382, No Obj: 0.000353, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000905, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498514, Class: 0.736031, Obj: 0.000365, No Obj: 0.000736, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.444300, Class: 0.470043, Obj: 0.000745, No Obj: 0.000363, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000731, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413050, Class: 0.461149, Obj: 0.000450, No Obj: 0.000355, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000837, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342233, Class: 0.715690, Obj: 0.001296, No Obj: 0.000730, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.413499, Class: 0.541958, Obj: 0.000469, No Obj: 0.000357, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 427: 1.168309, 1.195492 avg loss, 0.000033 rate, 3.885601 seconds, 27328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000922, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383021, Class: 0.634368, Obj: 0.000747, No Obj: 0.000727, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.370810, Class: 0.524722, Obj: 0.000441, No Obj: 0.000357, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000842, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000723, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.385340, Class: 0.445715, Obj: 0.000867, No Obj: 0.000352, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.552747, Class: 0.450468, Obj: 0.005730, No Obj: 0.000891, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.492630, Class: 0.666447, Obj: 0.000891, No Obj: 0.000717, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.677321, Class: 0.536096, Obj: 0.000372, No Obj: 0.000353, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000848, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.358006, Class: 0.659416, Obj: 0.000504, No Obj: 0.000720, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334319, Class: 0.542445, Obj: 0.000305, No Obj: 0.000350, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000906, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000724, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000899, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000713, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495859, Class: 0.509342, Obj: 0.000738, No Obj: 0.000355, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000880, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451135, Class: 0.771699, Obj: 0.000943, No Obj: 0.000723, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.389551, Class: 0.548845, Obj: 0.000462, No Obj: 0.000354, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000955, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.300212, Class: 0.425650, Obj: 0.001261, No Obj: 0.000726, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.479270, Class: 0.485818, Obj: 0.000343, No Obj: 0.000356, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 428: 1.025306, 1.178474 avg loss, 0.000034 rate, 3.883412 seconds, 27392 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000843, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839697, Class: 0.670014, Obj: 0.001688, No Obj: 0.000723, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000353, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000858, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575755, Class: 0.611844, Obj: 0.001199, No Obj: 0.000712, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.432009, Class: 0.516326, Obj: 0.000379, No Obj: 0.000349, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000855, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339206, Class: 0.747062, Obj: 0.002917, No Obj: 0.000718, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413702, Class: 0.483737, Obj: 0.000291, No Obj: 0.000346, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000845, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000719, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412505, Class: 0.494661, Obj: 0.000143, No Obj: 0.000354, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.279405, Class: 0.513875, Obj: 0.003025, No Obj: 0.000877, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000714, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521519, Class: 0.621548, Obj: 0.001374, No Obj: 0.000348, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.390537, Class: 0.441327, Obj: 0.003572, No Obj: 0.000867, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.423007, Class: 0.497001, Obj: 0.000256, No Obj: 0.000712, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.323750, Class: 0.550683, Obj: 0.000336, No Obj: 0.000348, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000838, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735491, Class: 0.629999, Obj: 0.001295, No Obj: 0.000713, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.596787, Class: 0.604509, Obj: 0.000182, No Obj: 0.000351, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000838, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664325, Class: 0.759178, Obj: 0.001608, No Obj: 0.000720, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362914, Class: 0.462373, Obj: 0.000338, No Obj: 0.000351, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 429: 1.129395, 1.173566 avg loss, 0.000034 rate, 3.903531 seconds, 27456 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000808, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.233648, Class: 0.685626, Obj: 0.000228, No Obj: 0.000704, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.523008, Class: 0.476185, Obj: 0.000433, No Obj: 0.000345, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.538408, Class: 0.353073, Obj: 0.000315, No Obj: 0.000883, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.642970, Class: 0.625485, Obj: 0.000476, No Obj: 0.000709, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386457, Class: 0.512198, Obj: 0.000232, No Obj: 0.000348, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000855, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000701, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429819, Class: 0.599468, Obj: 0.000246, No Obj: 0.000345, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.360954, Class: 0.279218, Obj: 0.000391, No Obj: 0.000872, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.268523, Class: 0.748246, Obj: 0.002373, No Obj: 0.000705, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.312350, Class: 0.532299, Obj: 0.000224, No Obj: 0.000349, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.319489, Class: 0.218543, Obj: 0.001353, No Obj: 0.000882, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.626692, Class: 0.598171, Obj: 0.000430, No Obj: 0.000705, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.470386, Class: 0.548017, Obj: 0.000938, No Obj: 0.000347, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541593, Class: 0.535470, Obj: 0.000548, No Obj: 0.000707, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.422831, Class: 0.447579, Obj: 0.000643, No Obj: 0.000348, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000856, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000711, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.197990, Class: 0.456867, Obj: 0.000960, No Obj: 0.000349, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000918, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776997, Class: 0.646755, Obj: 0.000290, No Obj: 0.000710, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.429445, Class: 0.585033, Obj: 0.000402, No Obj: 0.000345, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 430: 1.003166, 1.156526 avg loss, 0.000034 rate, 3.883336 seconds, 27520 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000897, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000704, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574696, Class: 0.502728, Obj: 0.000356, No Obj: 0.000341, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000894, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000700, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.293996, Class: 0.501504, Obj: 0.000715, No Obj: 0.000343, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000805, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551394, Class: 0.778767, Obj: 0.000904, No Obj: 0.000695, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337281, Class: 0.598986, Obj: 0.000366, No Obj: 0.000336, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000860, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.352737, Class: 0.403247, Obj: 0.000447, No Obj: 0.000705, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347499, Class: 0.437862, Obj: 0.000848, No Obj: 0.000338, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.780864, Class: 0.323552, Obj: 0.005142, No Obj: 0.000844, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000704, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.483644, Class: 0.545562, Obj: 0.000194, No Obj: 0.000343, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000892, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632715, Class: 0.356219, Obj: 0.001231, No Obj: 0.000697, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607472, Class: 0.458022, Obj: 0.000505, No Obj: 0.000343, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000926, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653506, Class: 0.565820, Obj: 0.001087, No Obj: 0.000707, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.404258, Class: 0.560172, Obj: 0.000327, No Obj: 0.000351, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000854, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000692, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363989, Class: 0.490872, Obj: 0.000359, No Obj: 0.000340, .5R: 0.222222, .75R: 0.111111, count: 9 (next mAP calculation at 1000 iterations) 431: 1.305518, 1.171425 avg loss, 0.000035 rate, 3.904270 seconds, 27584 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000815, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355039, Class: 0.660021, Obj: 0.000776, No Obj: 0.000695, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.424659, Class: 0.565859, Obj: 0.000624, No Obj: 0.000340, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000846, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717825, Class: 0.532731, Obj: 0.000198, No Obj: 0.000693, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.279456, Class: 0.492154, Obj: 0.000430, No Obj: 0.000341, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000801, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000691, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512249, Class: 0.471636, Obj: 0.000286, No Obj: 0.000334, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.399617, Class: 0.249921, Obj: 0.000982, No Obj: 0.000911, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.392511, Class: 0.669588, Obj: 0.000598, No Obj: 0.000697, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639015, Class: 0.396213, Obj: 0.000983, No Obj: 0.000346, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000821, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000691, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496141, Class: 0.509886, Obj: 0.000502, No Obj: 0.000341, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.428213, Class: 0.447321, Obj: 0.002775, No Obj: 0.000808, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.530038, Class: 0.711788, Obj: 0.000569, No Obj: 0.000694, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.243303, Class: 0.624581, Obj: 0.000158, No Obj: 0.000336, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.339144, Class: 0.645300, Obj: 0.000171, No Obj: 0.000822, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000696, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429925, Class: 0.593289, Obj: 0.000244, No Obj: 0.000343, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000862, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430908, Class: 0.592988, Obj: 0.000501, No Obj: 0.000696, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.497355, Class: 0.533200, Obj: 0.000644, No Obj: 0.000339, .5R: 0.400000, .75R: 0.200000, count: 10 (next mAP calculation at 1000 iterations) 432: 0.955391, 1.149822 avg loss, 0.000035 rate, 3.903939 seconds, 27648 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.330258, Class: 0.445269, Obj: 0.000601, No Obj: 0.000883, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000699, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.234932, Class: 0.629670, Obj: 0.000506, No Obj: 0.000345, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000819, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000679, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.345069, Class: 0.478842, Obj: 0.000351, No Obj: 0.000336, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.372992, Class: 0.217891, Obj: 0.000862, No Obj: 0.000823, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.540404, Class: 0.691956, Obj: 0.000720, No Obj: 0.000679, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.283799, Class: 0.558466, Obj: 0.000403, No Obj: 0.000339, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.394291, Class: 0.346988, Obj: 0.000607, No Obj: 0.000843, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.416521, Class: 0.655239, Obj: 0.001161, No Obj: 0.000690, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.405748, Class: 0.412326, Obj: 0.000410, No Obj: 0.000337, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000863, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000692, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473500, Class: 0.473409, Obj: 0.000380, No Obj: 0.000343, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.546514, Class: 0.381707, Obj: 0.002131, No Obj: 0.000791, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.369355, Class: 0.633005, Obj: 0.000613, No Obj: 0.000685, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.423225, Class: 0.389753, Obj: 0.000973, No Obj: 0.000337, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000876, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.204620, Class: 0.821698, Obj: 0.000483, No Obj: 0.000681, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.370762, Class: 0.465742, Obj: 0.000215, No Obj: 0.000336, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000818, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000688, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442514, Class: 0.528080, Obj: 0.000285, No Obj: 0.000335, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 433: 1.509284, 1.185768 avg loss, 0.000035 rate, 3.889265 seconds, 27712 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000817, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000675, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475181, Class: 0.632517, Obj: 0.000639, No Obj: 0.000332, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000814, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579576, Class: 0.534002, Obj: 0.000221, No Obj: 0.000674, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.483770, Class: 0.487703, Obj: 0.000440, No Obj: 0.000333, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000787, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370184, Class: 0.627453, Obj: 0.000535, No Obj: 0.000678, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649127, Class: 0.534089, Obj: 0.000629, No Obj: 0.000332, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000813, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000676, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000333, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.376822, Class: 0.296291, Obj: 0.000668, No Obj: 0.000791, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.376639, Class: 0.750966, Obj: 0.001251, No Obj: 0.000671, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.410471, Class: 0.427349, Obj: 0.000319, No Obj: 0.000330, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000858, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712845, Class: 0.548846, Obj: 0.001050, No Obj: 0.000674, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.343635, Class: 0.450535, Obj: 0.000648, No Obj: 0.000329, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.155778, Class: 0.539196, Obj: 0.000543, No Obj: 0.000904, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.389645, Class: 0.474788, Obj: 0.000979, No Obj: 0.000682, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.358010, Class: 0.466170, Obj: 0.000568, No Obj: 0.000337, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000760, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399803, Class: 0.730584, Obj: 0.000958, No Obj: 0.000673, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334329, Class: 0.427757, Obj: 0.000460, No Obj: 0.000335, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 434: 1.311435, 1.198335 avg loss, 0.000035 rate, 3.895672 seconds, 27776 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000844, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504881, Class: 0.733883, Obj: 0.002209, No Obj: 0.000667, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501111, Class: 0.557591, Obj: 0.000316, No Obj: 0.000332, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.428843, Class: 0.385563, Obj: 0.000645, No Obj: 0.000845, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000682, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418184, Class: 0.459233, Obj: 0.000405, No Obj: 0.000332, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.216129, Class: 0.572954, Obj: 0.000563, No Obj: 0.000802, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.421654, Class: 0.582463, Obj: 0.001065, No Obj: 0.000673, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.309262, Class: 0.382096, Obj: 0.000296, No Obj: 0.000329, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000828, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000669, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600756, Class: 0.498374, Obj: 0.000257, No Obj: 0.000331, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.274054, Class: 0.351892, Obj: 0.001194, No Obj: 0.000825, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.702348, Class: 0.751986, Obj: 0.000657, No Obj: 0.000664, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385904, Class: 0.417014, Obj: 0.000433, No Obj: 0.000328, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000857, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626109, Class: 0.501712, Obj: 0.000470, No Obj: 0.000672, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.481758, Class: 0.496302, Obj: 0.000815, No Obj: 0.000330, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000794, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393320, Class: 0.624081, Obj: 0.001079, No Obj: 0.000678, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.330070, Class: 0.593918, Obj: 0.000149, No Obj: 0.000327, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.193079, Class: 0.469614, Obj: 0.000893, No Obj: 0.000840, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000675, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448664, Class: 0.522870, Obj: 0.000360, No Obj: 0.000336, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 435: 1.096768, 1.188178 avg loss, 0.000036 rate, 3.903165 seconds, 27840 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000848, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000668, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485136, Class: 0.514441, Obj: 0.000874, No Obj: 0.000330, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.388765, Class: 0.415990, Obj: 0.001194, No Obj: 0.000785, .5R: 0.333333, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.583571, Class: 0.637376, Obj: 0.001418, No Obj: 0.000668, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.466896, Class: 0.470343, Obj: 0.000608, No Obj: 0.000326, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.215194, Class: 0.267476, Obj: 0.000498, No Obj: 0.000766, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000662, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377693, Class: 0.519773, Obj: 0.000342, No Obj: 0.000327, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.638585, Class: 0.426316, Obj: 0.000705, No Obj: 0.000756, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000660, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328061, Class: 0.460829, Obj: 0.000241, No Obj: 0.000325, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000777, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000663, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570719, Class: 0.480414, Obj: 0.000275, No Obj: 0.000321, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.410152, Class: 0.584583, Obj: 0.001155, No Obj: 0.000805, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.508765, Class: 0.544237, Obj: 0.000698, No Obj: 0.000665, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.388757, Class: 0.517108, Obj: 0.000385, No Obj: 0.000330, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000785, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625674, Class: 0.685065, Obj: 0.002106, No Obj: 0.000671, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.425573, Class: 0.455540, Obj: 0.000296, No Obj: 0.000326, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000846, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000671, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604398, Class: 0.492101, Obj: 0.000746, No Obj: 0.000326, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 436: 1.344614, 1.203822 avg loss, 0.000036 rate, 3.905274 seconds, 27904 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.623665, Class: 0.475841, Obj: 0.000553, No Obj: 0.000811, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.263403, Class: 0.685713, Obj: 0.000975, No Obj: 0.000655, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.359838, Class: 0.668029, Obj: 0.000067, No Obj: 0.000322, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000792, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000648, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621299, Class: 0.377186, Obj: 0.000061, No Obj: 0.000317, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.161851, Class: 0.448330, Obj: 0.000717, No Obj: 0.000804, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.416915, Class: 0.670338, Obj: 0.000383, No Obj: 0.000660, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441836, Class: 0.494116, Obj: 0.000400, No Obj: 0.000321, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000797, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.237800, Class: 0.634107, Obj: 0.001158, No Obj: 0.000652, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.353967, Class: 0.533538, Obj: 0.000408, No Obj: 0.000319, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000825, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000668, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437907, Class: 0.547713, Obj: 0.000611, No Obj: 0.000330, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000827, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325715, Class: 0.617042, Obj: 0.002492, No Obj: 0.000656, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.444827, Class: 0.555371, Obj: 0.000249, No Obj: 0.000323, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000801, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000654, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495383, Class: 0.512948, Obj: 0.000369, No Obj: 0.000320, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000766, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000656, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403015, Class: 0.561922, Obj: 0.000262, No Obj: 0.000322, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 437: 0.995687, 1.183008 avg loss, 0.000036 rate, 3.906240 seconds, 27968 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000785, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378523, Class: 0.627566, Obj: 0.000962, No Obj: 0.000657, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.343868, Class: 0.517620, Obj: 0.000173, No Obj: 0.000319, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000821, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000647, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.256078, Class: 0.374372, Obj: 0.000356, No Obj: 0.000320, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000756, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000658, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432909, Class: 0.438480, Obj: 0.000540, No Obj: 0.000316, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000816, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000655, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475617, Class: 0.512309, Obj: 0.000306, No Obj: 0.000323, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000771, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.274656, Class: 0.528201, Obj: 0.000183, No Obj: 0.000648, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.224434, Class: 0.619234, Obj: 0.000258, No Obj: 0.000321, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000742, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000648, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377398, Class: 0.565770, Obj: 0.000555, No Obj: 0.000314, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.432792, Class: 0.469071, Obj: 0.000964, No Obj: 0.000833, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000653, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490943, Class: 0.441102, Obj: 0.000758, No Obj: 0.000322, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000750, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562306, Class: 0.462363, Obj: 0.000909, No Obj: 0.000644, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.198578, Class: 0.658915, Obj: 0.000563, No Obj: 0.000322, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 438: 0.862083, 1.150916 avg loss, 0.000037 rate, 3.903501 seconds, 28032 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000802, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000644, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520986, Class: 0.450363, Obj: 0.000440, No Obj: 0.000317, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000781, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000643, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.376175, Class: 0.620048, Obj: 0.000440, No Obj: 0.000317, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000751, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.254587, Class: 0.766215, Obj: 0.001038, No Obj: 0.000649, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637775, Class: 0.521125, Obj: 0.000214, No Obj: 0.000314, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000785, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000645, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415896, Class: 0.425748, Obj: 0.000317, No Obj: 0.000315, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000761, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521953, Class: 0.599354, Obj: 0.000837, No Obj: 0.000645, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.429393, Class: 0.441221, Obj: 0.000476, No Obj: 0.000315, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.633427, Class: 0.717342, Obj: 0.002756, No Obj: 0.000791, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.503490, Class: 0.517601, Obj: 0.000615, No Obj: 0.000649, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.505943, Class: 0.517366, Obj: 0.000824, No Obj: 0.000317, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000761, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708986, Class: 0.541443, Obj: 0.000386, No Obj: 0.000650, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.443390, Class: 0.452525, Obj: 0.000378, No Obj: 0.000320, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000806, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539279, Class: 0.732681, Obj: 0.000903, No Obj: 0.000646, .5R: 0.400000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.524723, Class: 0.454326, Obj: 0.000311, No Obj: 0.000322, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 439: 0.936692, 1.129493 avg loss, 0.000037 rate, 3.903490 seconds, 28096 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.254651, Class: 0.355896, Obj: 0.001522, No Obj: 0.000732, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.554557, Class: 0.598041, Obj: 0.003200, No Obj: 0.000635, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.470263, Class: 0.467906, Obj: 0.000527, No Obj: 0.000311, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.528337, Class: 0.286479, Obj: 0.000362, No Obj: 0.000794, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000633, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579188, Class: 0.528703, Obj: 0.000200, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000762, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509157, Class: 0.672793, Obj: 0.000270, No Obj: 0.000637, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571556, Class: 0.459858, Obj: 0.000289, No Obj: 0.000311, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.704816, Class: 0.491413, Obj: 0.002621, No Obj: 0.000744, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.290788, Class: 0.558048, Obj: 0.000122, No Obj: 0.000628, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485095, Class: 0.568456, Obj: 0.000245, No Obj: 0.000312, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000741, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000629, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544881, Class: 0.472756, Obj: 0.000209, No Obj: 0.000310, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000757, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609639, Class: 0.683798, Obj: 0.001057, No Obj: 0.000640, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.445904, Class: 0.482243, Obj: 0.000494, No Obj: 0.000314, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000793, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000637, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409408, Class: 0.475982, Obj: 0.000463, No Obj: 0.000313, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000805, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597574, Class: 0.689676, Obj: 0.000658, No Obj: 0.000638, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.457146, Class: 0.550532, Obj: 0.000698, No Obj: 0.000315, .5R: 0.166667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 440: 1.052242, 1.121768 avg loss, 0.000037 rate, 3.905936 seconds, 28160 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000732, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543846, Class: 0.726363, Obj: 0.000839, No Obj: 0.000627, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383543, Class: 0.499998, Obj: 0.000173, No Obj: 0.000312, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000758, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.248113, Class: 0.792746, Obj: 0.000638, No Obj: 0.000627, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.437500, Class: 0.517852, Obj: 0.000546, No Obj: 0.000311, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.569665, Class: 0.347410, Obj: 0.001549, No Obj: 0.000754, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000629, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000306, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000781, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463329, Class: 0.743287, Obj: 0.001210, No Obj: 0.000637, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.446750, Class: 0.435367, Obj: 0.000714, No Obj: 0.000317, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000775, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554168, Class: 0.598637, Obj: 0.000221, No Obj: 0.000635, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.410080, Class: 0.512624, Obj: 0.000470, No Obj: 0.000313, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000794, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760661, Class: 0.472885, Obj: 0.000570, No Obj: 0.000628, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.495357, Class: 0.493112, Obj: 0.000295, No Obj: 0.000312, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000840, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000632, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.439968, Class: 0.539738, Obj: 0.000382, No Obj: 0.000310, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000746, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000629, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447965, Class: 0.429528, Obj: 0.000418, No Obj: 0.000307, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 441: 0.936364, 1.103228 avg loss, 0.000038 rate, 3.904218 seconds, 28224 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.623013, Class: 0.264854, Obj: 0.000470, No Obj: 0.000742, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000617, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380646, Class: 0.520503, Obj: 0.000305, No Obj: 0.000304, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000763, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000629, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.267806, Class: 0.489595, Obj: 0.000329, No Obj: 0.000315, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000791, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487492, Class: 0.533154, Obj: 0.001450, No Obj: 0.000627, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.642581, Class: 0.500189, Obj: 0.000368, No Obj: 0.000310, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000740, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000623, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398823, Class: 0.455271, Obj: 0.001590, No Obj: 0.000308, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000764, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.168427, Class: 0.640589, Obj: 0.000524, No Obj: 0.000616, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403742, Class: 0.483964, Obj: 0.000527, No Obj: 0.000303, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000750, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573707, Class: 0.404671, Obj: 0.000258, No Obj: 0.000633, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.284408, Class: 0.534554, Obj: 0.000227, No Obj: 0.000313, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000778, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562354, Class: 0.714664, Obj: 0.000617, No Obj: 0.000619, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.350604, Class: 0.594402, Obj: 0.000633, No Obj: 0.000307, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000780, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456802, Class: 0.635286, Obj: 0.000579, No Obj: 0.000627, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.410658, Class: 0.455681, Obj: 0.000328, No Obj: 0.000312, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 442: 1.067232, 1.099628 avg loss, 0.000038 rate, 3.903029 seconds, 28288 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000757, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000623, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.296668, Class: 0.455243, Obj: 0.000404, No Obj: 0.000304, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.243553, Class: 0.502666, Obj: 0.001757, No Obj: 0.000744, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000620, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.374877, Class: 0.609209, Obj: 0.000196, No Obj: 0.000304, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000726, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549139, Class: 0.620224, Obj: 0.000513, No Obj: 0.000621, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.566394, Class: 0.470475, Obj: 0.000540, No Obj: 0.000307, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000737, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530789, Class: 0.739599, Obj: 0.000750, No Obj: 0.000615, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471638, Class: 0.553676, Obj: 0.000556, No Obj: 0.000304, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000730, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000613, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.113103, Class: 0.468270, Obj: 0.000023, No Obj: 0.000302, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.404887, Class: 0.386153, Obj: 0.000797, No Obj: 0.000779, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000625, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364844, Class: 0.464528, Obj: 0.000536, No Obj: 0.000307, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000766, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000620, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609566, Class: 0.618183, Obj: 0.000465, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.323176, Class: 0.516227, Obj: 0.001255, No Obj: 0.000692, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000618, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511617, Class: 0.539349, Obj: 0.000315, No Obj: 0.000305, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 443: 1.085800, 1.098245 avg loss, 0.000039 rate, 3.903986 seconds, 28352 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.182853, Class: 0.384922, Obj: 0.000819, No Obj: 0.000736, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.645224, Class: 0.769218, Obj: 0.001298, No Obj: 0.000604, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.247414, Class: 0.415160, Obj: 0.000238, No Obj: 0.000298, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000761, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.162639, Class: 0.800279, Obj: 0.000531, No Obj: 0.000614, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.476408, Class: 0.560201, Obj: 0.000314, No Obj: 0.000301, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.240246, Class: 0.593320, Obj: 0.001466, No Obj: 0.000768, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000618, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398463, Class: 0.404365, Obj: 0.000228, No Obj: 0.000304, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000791, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477373, Class: 0.722952, Obj: 0.000501, No Obj: 0.000607, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565855, Class: 0.454339, Obj: 0.000313, No Obj: 0.000299, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000751, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000610, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.232036, Class: 0.416742, Obj: 0.000332, No Obj: 0.000300, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000745, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435798, Class: 0.677646, Obj: 0.003539, No Obj: 0.000604, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360840, Class: 0.536595, Obj: 0.000352, No Obj: 0.000301, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000737, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000608, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.294552, Class: 0.508750, Obj: 0.000416, No Obj: 0.000301, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000731, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597584, Class: 0.706559, Obj: 0.001624, No Obj: 0.000610, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.452512, Class: 0.529110, Obj: 0.000476, No Obj: 0.000303, .5R: 0.200000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 444: 1.329684, 1.121389 avg loss, 0.000039 rate, 3.906617 seconds, 28416 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000732, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740332, Class: 0.694169, Obj: 0.000438, No Obj: 0.000606, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485303, Class: 0.464249, Obj: 0.000285, No Obj: 0.000299, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000685, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000598, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.359451, Class: 0.547615, Obj: 0.000430, No Obj: 0.000294, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000687, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541947, Class: 0.725343, Obj: 0.000600, No Obj: 0.000598, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.494861, Class: 0.589402, Obj: 0.000345, No Obj: 0.000298, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809634, Class: 0.708130, Obj: 0.000356, No Obj: 0.000603, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.369965, Class: 0.472527, Obj: 0.000153, No Obj: 0.000295, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000708, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597270, Class: 0.535813, Obj: 0.002628, No Obj: 0.000601, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439747, Class: 0.481437, Obj: 0.000386, No Obj: 0.000294, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000774, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000607, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597730, Class: 0.707433, Obj: 0.000264, No Obj: 0.000295, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.418794, Class: 0.404804, Obj: 0.000924, No Obj: 0.000790, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000610, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.330249, Class: 0.445901, Obj: 0.000424, No Obj: 0.000302, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000702, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000600, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574408, Class: 0.386781, Obj: 0.000285, No Obj: 0.000296, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 445: 0.913447, 1.100595 avg loss, 0.000039 rate, 3.902210 seconds, 28480 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000695, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400831, Class: 0.582978, Obj: 0.000913, No Obj: 0.000598, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.358899, Class: 0.524726, Obj: 0.000398, No Obj: 0.000298, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000681, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455899, Class: 0.448822, Obj: 0.000731, No Obj: 0.000597, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.541205, Class: 0.561910, Obj: 0.000340, No Obj: 0.000294, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000751, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000597, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548349, Class: 0.468864, Obj: 0.000256, No Obj: 0.000292, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000698, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.320070, Class: 0.432990, Obj: 0.000433, No Obj: 0.000593, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398661, Class: 0.559464, Obj: 0.000243, No Obj: 0.000290, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000724, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745855, Class: 0.757560, Obj: 0.000913, No Obj: 0.000600, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.401535, Class: 0.503411, Obj: 0.000179, No Obj: 0.000299, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000705, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.415848, Class: 0.653182, Obj: 0.000476, No Obj: 0.000588, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.476437, Class: 0.558311, Obj: 0.000208, No Obj: 0.000290, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000673, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000598, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552194, Class: 0.512273, Obj: 0.000259, No Obj: 0.000294, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000777, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000593, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431234, Class: 0.454726, Obj: 0.000597, No Obj: 0.000292, .5R: 0.454545, .75R: 0.000000, count: 11 (next mAP calculation at 1000 iterations) 446: 1.084630, 1.098999 avg loss, 0.000040 rate, 3.905677 seconds, 28544 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.344837, Class: 0.489695, Obj: 0.002026, No Obj: 0.000735, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000592, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383818, Class: 0.428375, Obj: 0.000616, No Obj: 0.000295, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.323800, Class: 0.412755, Obj: 0.000910, No Obj: 0.000771, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.716908, Class: 0.833544, Obj: 0.001013, No Obj: 0.000593, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.317005, Class: 0.471287, Obj: 0.000497, No Obj: 0.000296, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000777, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609296, Class: 0.705989, Obj: 0.000490, No Obj: 0.000599, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.433205, Class: 0.539089, Obj: 0.000328, No Obj: 0.000296, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000744, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.351310, Class: 0.582066, Obj: 0.000405, No Obj: 0.000595, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412585, Class: 0.540362, Obj: 0.000377, No Obj: 0.000295, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000705, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412625, Class: 0.658838, Obj: 0.001098, No Obj: 0.000591, .5R: 0.200000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.377933, Class: 0.575802, Obj: 0.000401, No Obj: 0.000295, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.208049, Class: 0.316801, Obj: 0.001187, No Obj: 0.000738, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.594638, Class: 0.736414, Obj: 0.001694, No Obj: 0.000599, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403124, Class: 0.618540, Obj: 0.000489, No Obj: 0.000297, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000687, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000595, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581487, Class: 0.451566, Obj: 0.000558, No Obj: 0.000292, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000713, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.371071, Class: 0.612860, Obj: 0.001107, No Obj: 0.000590, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.461458, Class: 0.459131, Obj: 0.000389, No Obj: 0.000294, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 447: 1.388899, 1.127989 avg loss, 0.000040 rate, 3.899870 seconds, 28608 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.339413, Class: 0.431546, Obj: 0.001575, No Obj: 0.000747, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000590, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536521, Class: 0.578833, Obj: 0.000850, No Obj: 0.000292, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000754, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000590, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605153, Class: 0.515947, Obj: 0.000448, No Obj: 0.000289, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000689, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000585, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.449087, Class: 0.465978, Obj: 0.000352, No Obj: 0.000287, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000701, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000587, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381359, Class: 0.451470, Obj: 0.000455, No Obj: 0.000288, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.447974, Class: 0.644470, Obj: 0.000755, No Obj: 0.000721, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.511365, Class: 0.639459, Obj: 0.001076, No Obj: 0.000592, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467250, Class: 0.511749, Obj: 0.000767, No Obj: 0.000288, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000715, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627238, Class: 0.597064, Obj: 0.000635, No Obj: 0.000582, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.449677, Class: 0.635177, Obj: 0.000459, No Obj: 0.000288, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000728, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700962, Class: 0.704750, Obj: 0.001036, No Obj: 0.000582, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446662, Class: 0.554997, Obj: 0.000539, No Obj: 0.000290, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000719, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483131, Class: 0.677400, Obj: 0.000827, No Obj: 0.000581, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.287529, Class: 0.560189, Obj: 0.000201, No Obj: 0.000290, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 448: 1.220743, 1.137264 avg loss, 0.000040 rate, 3.908105 seconds, 28672 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000752, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554453, Class: 0.594848, Obj: 0.000564, No Obj: 0.000576, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.492851, Class: 0.449357, Obj: 0.000314, No Obj: 0.000286, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.190519, Class: 0.342959, Obj: 0.000584, No Obj: 0.000682, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000574, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421587, Class: 0.509649, Obj: 0.000358, No Obj: 0.000290, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327015, Class: 0.719280, Obj: 0.001515, No Obj: 0.000577, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.388538, Class: 0.465670, Obj: 0.000673, No Obj: 0.000288, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000724, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000584, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548945, Class: 0.495506, Obj: 0.000474, No Obj: 0.000289, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000671, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454901, Class: 0.695312, Obj: 0.000699, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439812, Class: 0.553525, Obj: 0.000742, No Obj: 0.000286, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000696, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405475, Class: 0.528449, Obj: 0.000680, No Obj: 0.000583, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.522384, Class: 0.405932, Obj: 0.000219, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.102719, Class: 0.233657, Obj: 0.000552, No Obj: 0.000691, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.405541, Class: 0.594177, Obj: 0.000942, No Obj: 0.000570, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.529995, Class: 0.396632, Obj: 0.001598, No Obj: 0.000285, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000694, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473424, Class: 0.618602, Obj: 0.000357, No Obj: 0.000584, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488870, Class: 0.526962, Obj: 0.000319, No Obj: 0.000290, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 449: 1.148774, 1.138415 avg loss, 0.000041 rate, 3.902926 seconds, 28736 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000701, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789686, Class: 0.628037, Obj: 0.000545, No Obj: 0.000572, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.451241, Class: 0.522496, Obj: 0.000509, No Obj: 0.000281, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000667, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000570, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.302557, Class: 0.500848, Obj: 0.000247, No Obj: 0.000284, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000780, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523230, Class: 0.601168, Obj: 0.002234, No Obj: 0.000574, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.415672, Class: 0.600184, Obj: 0.000201, No Obj: 0.000284, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000661, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.247029, Class: 0.670952, Obj: 0.001600, No Obj: 0.000567, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.326755, Class: 0.571768, Obj: 0.000224, No Obj: 0.000280, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000695, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000574, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.538561, Class: 0.529265, Obj: 0.000157, No Obj: 0.000282, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000718, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000569, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392867, Class: 0.486659, Obj: 0.000454, No Obj: 0.000285, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000680, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550720, Class: 0.431253, Obj: 0.001606, No Obj: 0.000572, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.464629, Class: 0.416178, Obj: 0.000164, No Obj: 0.000282, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.436292, Class: 0.504628, Obj: 0.000121, No Obj: 0.000677, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000570, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.327369, Class: 0.442962, Obj: 0.000287, No Obj: 0.000281, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 450: 1.230577, 1.147631 avg loss, 0.000041 rate, 3.903635 seconds, 28800 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.413317, Class: 0.484522, Obj: 0.000118, No Obj: 0.000692, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.517417, Class: 0.690058, Obj: 0.000308, No Obj: 0.000565, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494828, Class: 0.538837, Obj: 0.000496, No Obj: 0.000281, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.391333, Class: 0.451429, Obj: 0.001600, No Obj: 0.000687, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.515527, Class: 0.466514, Obj: 0.000382, No Obj: 0.000562, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381221, Class: 0.496818, Obj: 0.000487, No Obj: 0.000283, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000662, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000566, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410906, Class: 0.708968, Obj: 0.000154, No Obj: 0.000282, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000671, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686922, Class: 0.586467, Obj: 0.002062, No Obj: 0.000571, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.283327, Class: 0.542992, Obj: 0.000233, No Obj: 0.000284, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000721, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000563, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.470668, Class: 0.569354, Obj: 0.000474, No Obj: 0.000278, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000728, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469785, Class: 0.509853, Obj: 0.001432, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.474903, Class: 0.477139, Obj: 0.000647, No Obj: 0.000283, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.195445, Class: 0.633099, Obj: 0.000074, No Obj: 0.000663, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.705754, Class: 0.618906, Obj: 0.000752, No Obj: 0.000562, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515474, Class: 0.503395, Obj: 0.000341, No Obj: 0.000277, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000663, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465744, Class: 0.772723, Obj: 0.000523, No Obj: 0.000570, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419114, Class: 0.549492, Obj: 0.000319, No Obj: 0.000280, .5R: 0.444444, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 451: 1.084511, 1.141319 avg loss, 0.000041 rate, 3.905016 seconds, 28864 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000674, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000560, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438805, Class: 0.590069, Obj: 0.000611, No Obj: 0.000277, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000683, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419308, Class: 0.688477, Obj: 0.000889, No Obj: 0.000562, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511764, Class: 0.499501, Obj: 0.000402, No Obj: 0.000281, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000705, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000566, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457101, Class: 0.446114, Obj: 0.000531, No Obj: 0.000282, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000568, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467155, Class: 0.685333, Obj: 0.000234, No Obj: 0.000288, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000676, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421626, Class: 0.717147, Obj: 0.001855, No Obj: 0.000558, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451207, Class: 0.509634, Obj: 0.000329, No Obj: 0.000280, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000683, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000559, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601918, Class: 0.451846, Obj: 0.000222, No Obj: 0.000278, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000672, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000558, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343913, Class: 0.505827, Obj: 0.000335, No Obj: 0.000277, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.571418, Class: 0.542555, Obj: 0.001409, No Obj: 0.000694, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000565, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428676, Class: 0.485390, Obj: 0.000550, No Obj: 0.000280, .5R: 0.444444, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 452: 1.047131, 1.131900 avg loss, 0.000042 rate, 3.902560 seconds, 28928 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000669, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555164, Class: 0.481758, Obj: 0.000452, No Obj: 0.000279, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.686031, Class: 0.545426, Obj: 0.007137, No Obj: 0.000640, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.509538, Class: 0.351136, Obj: 0.000542, No Obj: 0.000551, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.437117, Class: 0.514367, Obj: 0.000861, No Obj: 0.000272, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000663, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.311448, Class: 0.668363, Obj: 0.001010, No Obj: 0.000552, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412271, Class: 0.490122, Obj: 0.000455, No Obj: 0.000277, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000695, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.375393, Class: 0.705140, Obj: 0.000628, No Obj: 0.000561, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.417023, Class: 0.514148, Obj: 0.000456, No Obj: 0.000279, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.103108, Class: 0.509516, Obj: 0.000411, No Obj: 0.000668, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.456871, Class: 0.811131, Obj: 0.000898, No Obj: 0.000557, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526686, Class: 0.579397, Obj: 0.000368, No Obj: 0.000276, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000641, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000555, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406101, Class: 0.556745, Obj: 0.000670, No Obj: 0.000275, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000680, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000550, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.325501, Class: 0.384511, Obj: 0.000414, No Obj: 0.000270, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.513828, Class: 0.248526, Obj: 0.001076, No Obj: 0.000687, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000559, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.452957, Class: 0.524504, Obj: 0.000275, No Obj: 0.000279, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 453: 1.113946, 1.130105 avg loss, 0.000042 rate, 3.912596 seconds, 28992 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000658, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.320236, Class: 0.846777, Obj: 0.000603, No Obj: 0.000553, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.279397, Class: 0.499508, Obj: 0.000330, No Obj: 0.000273, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000652, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425735, Class: 0.471942, Obj: 0.000478, No Obj: 0.000268, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000687, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774594, Class: 0.666207, Obj: 0.000468, No Obj: 0.000550, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612527, Class: 0.465714, Obj: 0.000190, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000642, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594435, Class: 0.688293, Obj: 0.001149, No Obj: 0.000543, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000680, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000552, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.361540, Class: 0.439466, Obj: 0.000194, No Obj: 0.000269, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.126482, Class: 0.588265, Obj: 0.000477, No Obj: 0.000655, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.546791, Class: 0.653209, Obj: 0.002039, No Obj: 0.000551, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415195, Class: 0.634893, Obj: 0.000321, No Obj: 0.000274, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.625835, Class: 0.441959, Obj: 0.002438, No Obj: 0.000752, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000552, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840631, Class: 0.679851, Obj: 0.000031, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000544, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 454: 0.641499, 1.081244 avg loss, 0.000042 rate, 3.911483 seconds, 29056 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.715895, Class: 0.386258, Obj: 0.001001, No Obj: 0.000665, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.531534, Class: 0.787184, Obj: 0.001075, No Obj: 0.000540, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511494, Class: 0.371456, Obj: 0.000226, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000661, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728498, Class: 0.648642, Obj: 0.003464, No Obj: 0.000542, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512186, Class: 0.432299, Obj: 0.000858, No Obj: 0.000270, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000664, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000546, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505703, Class: 0.485258, Obj: 0.000287, No Obj: 0.000267, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000666, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754358, Class: 0.783527, Obj: 0.000539, No Obj: 0.000551, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.544800, Class: 0.488424, Obj: 0.000550, No Obj: 0.000274, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.736881, Class: 0.530838, Obj: 0.006448, No Obj: 0.000736, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.611856, Class: 0.696885, Obj: 0.000488, No Obj: 0.000545, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.282876, Class: 0.511938, Obj: 0.000404, No Obj: 0.000270, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000668, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000543, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603880, Class: 0.556621, Obj: 0.001118, No Obj: 0.000275, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.133888, Class: 0.354556, Obj: 0.000994, No Obj: 0.000629, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.522742, Class: 0.747481, Obj: 0.000738, No Obj: 0.000541, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570357, Class: 0.629474, Obj: 0.000271, No Obj: 0.000270, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000645, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552078, Class: 0.521822, Obj: 0.000314, No Obj: 0.000544, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.596462, Class: 0.531572, Obj: 0.000241, No Obj: 0.000270, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 455: 0.794649, 1.052585 avg loss, 0.000043 rate, 3.903137 seconds, 29120 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000665, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000533, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298013, Class: 0.501399, Obj: 0.000251, No Obj: 0.000267, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000643, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000530, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.328762, Class: 0.574769, Obj: 0.000452, No Obj: 0.000266, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000653, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685015, Class: 0.626465, Obj: 0.000236, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.263282, Class: 0.302125, Obj: 0.000064, No Obj: 0.000269, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000699, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600370, Class: 0.628098, Obj: 0.000480, No Obj: 0.000542, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426073, Class: 0.502721, Obj: 0.000496, No Obj: 0.000270, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000535, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.361610, Class: 0.479282, Obj: 0.000355, No Obj: 0.000265, .5R: 0.230769, .75R: 0.076923, count: 13 Region 82 Avg IOU: 0.216928, Class: 0.420359, Obj: 0.001070, No Obj: 0.000658, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000534, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343292, Class: 0.516229, Obj: 0.000527, No Obj: 0.000271, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000645, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643749, Class: 0.662649, Obj: 0.000566, No Obj: 0.000536, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.289755, Class: 0.798834, Obj: 0.000201, No Obj: 0.000270, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000649, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532655, Class: 0.652950, Obj: 0.000416, No Obj: 0.000536, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.350800, Class: 0.472142, Obj: 0.000547, No Obj: 0.000272, .5R: 0.166667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 456: 1.539597, 1.101286 avg loss, 0.000043 rate, 3.914169 seconds, 29184 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000694, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.286479, Class: 0.743859, Obj: 0.001992, No Obj: 0.000536, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.290288, Class: 0.571553, Obj: 0.000465, No Obj: 0.000267, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000536, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.298110, Class: 0.513781, Obj: 0.000386, No Obj: 0.000270, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000538, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480552, Class: 0.515003, Obj: 0.000269, No Obj: 0.000269, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000675, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508732, Class: 0.608888, Obj: 0.000774, No Obj: 0.000536, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.522011, Class: 0.605988, Obj: 0.000928, No Obj: 0.000269, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000632, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664432, Class: 0.853492, Obj: 0.004241, No Obj: 0.000528, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.363406, Class: 0.580041, Obj: 0.000648, No Obj: 0.000262, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000690, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.289718, Class: 0.583560, Obj: 0.000318, No Obj: 0.000533, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.401975, Class: 0.522705, Obj: 0.001090, No Obj: 0.000268, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000525, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.489525, Class: 0.484153, Obj: 0.000455, No Obj: 0.000262, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000719, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391376, Class: 0.613112, Obj: 0.000154, No Obj: 0.000537, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.488788, Class: 0.539265, Obj: 0.000497, No Obj: 0.000268, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 457: 1.138127, 1.104970 avg loss, 0.000044 rate, 3.914260 seconds, 29248 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000624, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420475, Class: 0.619080, Obj: 0.000706, No Obj: 0.000528, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.369662, Class: 0.477346, Obj: 0.000375, No Obj: 0.000262, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000603, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378301, Class: 0.638175, Obj: 0.000370, No Obj: 0.000529, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407785, Class: 0.503893, Obj: 0.000436, No Obj: 0.000266, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000624, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000529, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648951, Class: 0.548886, Obj: 0.000253, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000617, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452879, Class: 0.445346, Obj: 0.000561, No Obj: 0.000527, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.369672, Class: 0.568106, Obj: 0.000903, No Obj: 0.000259, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000642, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739826, Class: 0.655776, Obj: 0.000420, No Obj: 0.000525, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.741818, Class: 0.616369, Obj: 0.000720, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000676, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419498, Class: 0.691404, Obj: 0.000415, No Obj: 0.000537, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.292144, Class: 0.562250, Obj: 0.000741, No Obj: 0.000272, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000717, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000526, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.309170, Class: 0.465691, Obj: 0.000254, No Obj: 0.000264, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.258256, Class: 0.482642, Obj: 0.000532, No Obj: 0.000619, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.578606, Class: 0.513290, Obj: 0.000708, No Obj: 0.000533, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361148, Class: 0.466523, Obj: 0.000260, No Obj: 0.000266, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 458: 0.791058, 1.073579 avg loss, 0.000044 rate, 3.904134 seconds, 29312 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000685, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000527, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523098, Class: 0.437461, Obj: 0.000236, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000655, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.333350, Class: 0.482418, Obj: 0.000334, No Obj: 0.000521, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.452274, Class: 0.548841, Obj: 0.000347, No Obj: 0.000261, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000630, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402644, Class: 0.628182, Obj: 0.000801, No Obj: 0.000521, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.221264, Class: 0.459605, Obj: 0.000177, No Obj: 0.000264, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000647, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486809, Class: 0.603372, Obj: 0.000890, No Obj: 0.000519, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.383957, Class: 0.361123, Obj: 0.000329, No Obj: 0.000260, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000664, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569079, Class: 0.678518, Obj: 0.000330, No Obj: 0.000518, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483203, Class: 0.547278, Obj: 0.000075, No Obj: 0.000259, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000622, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628299, Class: 0.767420, Obj: 0.000452, No Obj: 0.000524, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000608, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000521, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467289, Class: 0.523727, Obj: 0.000323, No Obj: 0.000261, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000647, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339703, Class: 0.682357, Obj: 0.000953, No Obj: 0.000526, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535498, Class: 0.587587, Obj: 0.000227, No Obj: 0.000262, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 459: 0.760176, 1.042239 avg loss, 0.000044 rate, 3.907020 seconds, 29376 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000617, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498157, Class: 0.567369, Obj: 0.001350, No Obj: 0.000523, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.452188, Class: 0.591362, Obj: 0.000518, No Obj: 0.000262, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000653, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469600, Class: 0.803664, Obj: 0.000613, No Obj: 0.000515, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.412777, Class: 0.627707, Obj: 0.000253, No Obj: 0.000262, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000660, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470537, Class: 0.422891, Obj: 0.001039, No Obj: 0.000520, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511980, Class: 0.454380, Obj: 0.000432, No Obj: 0.000262, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000518, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688041, Class: 0.570042, Obj: 0.000264, No Obj: 0.000259, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.611752, Class: 0.442059, Obj: 0.001069, No Obj: 0.000681, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.359545, Class: 0.560075, Obj: 0.000347, No Obj: 0.000518, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.564698, Class: 0.522115, Obj: 0.000442, No Obj: 0.000262, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000609, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000515, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484983, Class: 0.703311, Obj: 0.000395, No Obj: 0.000259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.659778, Class: 0.536800, Obj: 0.001081, No Obj: 0.000595, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.362030, Class: 0.621330, Obj: 0.001754, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.198804, Class: 0.379804, Obj: 0.000150, No Obj: 0.000254, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000619, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000512, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.213222, Class: 0.426089, Obj: 0.000391, No Obj: 0.000257, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 460: 0.795219, 1.017537 avg loss, 0.000045 rate, 3.903509 seconds, 29440 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000652, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413653, Class: 0.563557, Obj: 0.000448, No Obj: 0.000514, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.340756, Class: 0.553036, Obj: 0.000410, No Obj: 0.000257, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000634, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343040, Class: 0.398903, Obj: 0.000317, No Obj: 0.000511, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.435225, Class: 0.564462, Obj: 0.000600, No Obj: 0.000256, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000609, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433776, Class: 0.498536, Obj: 0.000534, No Obj: 0.000508, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.528286, Class: 0.584566, Obj: 0.000418, No Obj: 0.000252, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000618, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567377, Class: 0.737979, Obj: 0.001311, No Obj: 0.000510, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.472313, Class: 0.492347, Obj: 0.000304, No Obj: 0.000255, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000678, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778432, Class: 0.413398, Obj: 0.000441, No Obj: 0.000516, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.480018, Class: 0.472740, Obj: 0.000469, No Obj: 0.000257, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000584, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467652, Class: 0.810829, Obj: 0.000816, No Obj: 0.000510, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.591813, Class: 0.508014, Obj: 0.000725, No Obj: 0.000255, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000626, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758629, Class: 0.744836, Obj: 0.001264, No Obj: 0.000506, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.383622, Class: 0.509851, Obj: 0.000294, No Obj: 0.000258, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000593, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000511, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394630, Class: 0.436178, Obj: 0.000409, No Obj: 0.000256, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 461: 1.190827, 1.034866 avg loss, 0.000045 rate, 3.908705 seconds, 29504 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000608, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000511, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.294838, Class: 0.538443, Obj: 0.000252, No Obj: 0.000254, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000623, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373472, Class: 0.674971, Obj: 0.000957, No Obj: 0.000512, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.309123, Class: 0.494158, Obj: 0.000977, No Obj: 0.000258, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383295, Class: 0.806755, Obj: 0.000463, No Obj: 0.000503, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.499890, Class: 0.520855, Obj: 0.000508, No Obj: 0.000252, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000505, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514674, Class: 0.564373, Obj: 0.000457, No Obj: 0.000252, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000594, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.258191, Class: 0.521381, Obj: 0.000478, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413318, Class: 0.484061, Obj: 0.001898, No Obj: 0.000256, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000579, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000501, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601697, Class: 0.497408, Obj: 0.000441, No Obj: 0.000254, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000610, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369620, Class: 0.502629, Obj: 0.000350, No Obj: 0.000502, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.479767, Class: 0.567558, Obj: 0.000775, No Obj: 0.000254, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786315, Class: 0.773313, Obj: 0.000642, No Obj: 0.000500, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.509277, Class: 0.598183, Obj: 0.000235, No Obj: 0.000249, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 462: 0.956580, 1.027037 avg loss, 0.000046 rate, 3.923131 seconds, 29568 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000508, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379062, Class: 0.500340, Obj: 0.000360, No Obj: 0.000252, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000603, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.134575, Class: 0.400506, Obj: 0.000386, No Obj: 0.000494, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486231, Class: 0.501409, Obj: 0.000653, No Obj: 0.000249, .5R: 0.333333, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000677, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000511, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396384, Class: 0.476450, Obj: 0.000279, No Obj: 0.000253, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000627, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000504, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415973, Class: 0.529641, Obj: 0.000264, No Obj: 0.000249, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000588, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450363, Class: 0.610410, Obj: 0.000218, No Obj: 0.000501, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.265533, Class: 0.533832, Obj: 0.000039, No Obj: 0.000249, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000599, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584738, Class: 0.734965, Obj: 0.000468, No Obj: 0.000498, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462543, Class: 0.508141, Obj: 0.000219, No Obj: 0.000250, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.196959, Class: 0.510965, Obj: 0.000697, No Obj: 0.000640, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.432885, Class: 0.603348, Obj: 0.000364, No Obj: 0.000506, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469942, Class: 0.515513, Obj: 0.000327, No Obj: 0.000251, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000645, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000496, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519499, Class: 0.472702, Obj: 0.000460, No Obj: 0.000248, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 463: 1.073911, 1.031725 avg loss, 0.000046 rate, 3.922582 seconds, 29632 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000602, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655423, Class: 0.726146, Obj: 0.001171, No Obj: 0.000494, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.408903, Class: 0.539879, Obj: 0.000242, No Obj: 0.000251, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.391122, Class: 0.346579, Obj: 0.000704, No Obj: 0.000582, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.305997, Class: 0.350504, Obj: 0.000460, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.326964, Class: 0.574252, Obj: 0.000514, No Obj: 0.000247, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000578, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600962, Class: 0.515285, Obj: 0.000453, No Obj: 0.000497, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599306, Class: 0.518721, Obj: 0.000299, No Obj: 0.000251, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.242121, Class: 0.700153, Obj: 0.000565, No Obj: 0.000496, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.349792, Class: 0.514141, Obj: 0.000220, No Obj: 0.000246, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000610, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471198, Class: 0.720159, Obj: 0.000769, No Obj: 0.000495, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.435577, Class: 0.476291, Obj: 0.000434, No Obj: 0.000249, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000585, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470851, Class: 0.743511, Obj: 0.001401, No Obj: 0.000493, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809970, Class: 0.497028, Obj: 0.000362, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.639036, Class: 0.500587, Obj: 0.003996, No Obj: 0.000605, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000494, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384693, Class: 0.564180, Obj: 0.000556, No Obj: 0.000248, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.513933, Class: 0.569797, Obj: 0.001975, No Obj: 0.000609, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.523510, Class: 0.668542, Obj: 0.000533, No Obj: 0.000499, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.335048, Class: 0.515474, Obj: 0.000361, No Obj: 0.000248, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 464: 1.340186, 1.062571 avg loss, 0.000046 rate, 3.922396 seconds, 29696 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000604, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602672, Class: 0.552831, Obj: 0.000349, No Obj: 0.000489, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.538521, Class: 0.589911, Obj: 0.000253, No Obj: 0.000245, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000603, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.070726, Class: 0.360508, Obj: 0.000386, No Obj: 0.000491, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.293081, Class: 0.402189, Obj: 0.000150, No Obj: 0.000248, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000631, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000492, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601235, Class: 0.555317, Obj: 0.000235, No Obj: 0.000249, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000592, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466917, Class: 0.723830, Obj: 0.000236, No Obj: 0.000493, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.293319, Class: 0.548976, Obj: 0.001017, No Obj: 0.000249, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000545, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000491, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525552, Class: 0.516832, Obj: 0.000397, No Obj: 0.000245, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000588, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000494, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.314596, Class: 0.698887, Obj: 0.000170, No Obj: 0.000250, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000599, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424371, Class: 0.632280, Obj: 0.000448, No Obj: 0.000491, .5R: 0.200000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.362197, Class: 0.558660, Obj: 0.000227, No Obj: 0.000246, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000604, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.344929, Class: 0.587114, Obj: 0.000865, No Obj: 0.000490, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.468462, Class: 0.411410, Obj: 0.000756, No Obj: 0.000249, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 465: 1.057118, 1.062025 avg loss, 0.000047 rate, 3.905245 seconds, 29760 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000578, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.179437, Class: 0.573373, Obj: 0.000492, No Obj: 0.000484, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.289059, Class: 0.509606, Obj: 0.000285, No Obj: 0.000244, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000599, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680153, Class: 0.768924, Obj: 0.000566, No Obj: 0.000486, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342986, Class: 0.647665, Obj: 0.000213, No Obj: 0.000245, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.265287, Class: 0.843535, Obj: 0.001437, No Obj: 0.000482, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431055, Class: 0.530662, Obj: 0.000366, No Obj: 0.000244, .5R: 0.363636, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000592, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644886, Class: 0.374836, Obj: 0.000444, No Obj: 0.000492, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544350, Class: 0.557185, Obj: 0.000384, No Obj: 0.000488, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000580, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326828, Class: 0.626240, Obj: 0.000220, No Obj: 0.000488, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.395844, Class: 0.613536, Obj: 0.000259, No Obj: 0.000243, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000600, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000486, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505439, Class: 0.504256, Obj: 0.000245, No Obj: 0.000246, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657703, Class: 0.700685, Obj: 0.000876, No Obj: 0.000486, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.390563, Class: 0.536644, Obj: 0.000432, No Obj: 0.000243, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 466: 1.422308, 1.098054 avg loss, 0.000047 rate, 3.903595 seconds, 29824 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000585, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496020, Class: 0.493872, Obj: 0.000256, No Obj: 0.000482, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000479, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603159, Class: 0.531667, Obj: 0.000279, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.511784, Class: 0.172217, Obj: 0.000127, No Obj: 0.000557, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000482, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.389775, Class: 0.592270, Obj: 0.000243, No Obj: 0.000242, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000479, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.411011, Class: 0.514496, Obj: 0.000311, No Obj: 0.000244, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000575, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000487, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631003, Class: 0.535978, Obj: 0.000694, No Obj: 0.000245, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000556, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.311518, Class: 0.632240, Obj: 0.001593, No Obj: 0.000480, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.402231, Class: 0.528638, Obj: 0.000217, No Obj: 0.000242, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000557, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405163, Class: 0.687822, Obj: 0.000761, No Obj: 0.000482, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.477664, Class: 0.603081, Obj: 0.000431, No Obj: 0.000240, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.215157, Class: 0.540317, Obj: 0.000394, No Obj: 0.000628, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000480, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471972, Class: 0.661674, Obj: 0.000799, No Obj: 0.000241, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 467: 0.669885, 1.055237 avg loss, 0.000048 rate, 3.920365 seconds, 29888 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.356930, Class: 0.515536, Obj: 0.000374, No Obj: 0.000636, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701260, Class: 0.529597, Obj: 0.000245, No Obj: 0.000478, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.345261, Class: 0.629110, Obj: 0.000315, No Obj: 0.000245, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.494264, Class: 0.443019, Obj: 0.000913, No Obj: 0.000598, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.624615, Class: 0.536170, Obj: 0.000430, No Obj: 0.000479, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.364489, Class: 0.514216, Obj: 0.000369, No Obj: 0.000242, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000570, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000483, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000475, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367937, Class: 0.392766, Obj: 0.000262, No Obj: 0.000240, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.378645, Class: 0.280345, Obj: 0.000809, No Obj: 0.000593, .5R: 0.333333, .75R: 0.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000470, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310516, Class: 0.473609, Obj: 0.000271, No Obj: 0.000239, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000554, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000470, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535962, Class: 0.501588, Obj: 0.000542, No Obj: 0.000238, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000589, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634928, Class: 0.535732, Obj: 0.000802, No Obj: 0.000478, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457451, Class: 0.571673, Obj: 0.000278, No Obj: 0.000241, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000590, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000474, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.331093, Class: 0.454956, Obj: 0.000259, No Obj: 0.000242, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 468: 1.071696, 1.056883 avg loss, 0.000048 rate, 3.905767 seconds, 29952 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.519423, Class: 0.223929, Obj: 0.002773, No Obj: 0.000569, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.312129, Class: 0.582707, Obj: 0.000198, No Obj: 0.000472, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504724, Class: 0.588353, Obj: 0.000293, No Obj: 0.000239, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.493193, Class: 0.491847, Obj: 0.001446, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.336645, Class: 0.648190, Obj: 0.000490, No Obj: 0.000470, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.257578, Class: 0.545716, Obj: 0.000335, No Obj: 0.000240, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000548, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000473, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525840, Class: 0.411227, Obj: 0.000327, No Obj: 0.000241, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000592, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000470, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380630, Class: 0.558288, Obj: 0.001003, No Obj: 0.000238, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.420459, Class: 0.453129, Obj: 0.000421, No Obj: 0.000651, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.254061, Class: 0.800549, Obj: 0.000186, No Obj: 0.000480, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338539, Class: 0.633613, Obj: 0.000271, No Obj: 0.000243, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000593, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571343, Class: 0.691974, Obj: 0.000107, No Obj: 0.000473, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462155, Class: 0.451013, Obj: 0.000215, No Obj: 0.000239, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000541, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592481, Class: 0.666230, Obj: 0.000387, No Obj: 0.000473, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465267, Class: 0.589680, Obj: 0.000280, No Obj: 0.000240, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000639, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000476, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530010, Class: 0.500247, Obj: 0.000260, No Obj: 0.000240, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 469: 1.168920, 1.068087 avg loss, 0.000048 rate, 3.900587 seconds, 30016 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000569, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.315083, Class: 0.753740, Obj: 0.000457, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.364587, Class: 0.566008, Obj: 0.000204, No Obj: 0.000237, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000563, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.439780, Class: 0.767009, Obj: 0.000363, No Obj: 0.000467, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501504, Class: 0.524239, Obj: 0.000753, No Obj: 0.000237, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000572, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675235, Class: 0.675762, Obj: 0.000447, No Obj: 0.000470, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562548, Class: 0.496414, Obj: 0.000653, No Obj: 0.000239, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.411073, Class: 0.332995, Obj: 0.000684, No Obj: 0.000549, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.476152, Class: 0.567315, Obj: 0.000558, No Obj: 0.000465, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.479003, Class: 0.525672, Obj: 0.000458, No Obj: 0.000236, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000578, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492870, Class: 0.744895, Obj: 0.000358, No Obj: 0.000467, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.424570, Class: 0.507165, Obj: 0.000417, No Obj: 0.000236, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000554, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.396965, Class: 0.493473, Obj: 0.000411, No Obj: 0.000464, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412512, Class: 0.456615, Obj: 0.000341, No Obj: 0.000233, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000595, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384618, Class: 0.516356, Obj: 0.000631, No Obj: 0.000471, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.285312, Class: 0.450140, Obj: 0.000118, No Obj: 0.000239, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546103, Class: 0.733131, Obj: 0.000342, No Obj: 0.000463, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.401723, Class: 0.526523, Obj: 0.000280, No Obj: 0.000231, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 470: 0.948647, 1.056143 avg loss, 0.000049 rate, 3.902027 seconds, 30080 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000636, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810870, Class: 0.409149, Obj: 0.000357, No Obj: 0.000470, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.495100, Class: 0.519072, Obj: 0.000614, No Obj: 0.000242, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000552, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391782, Class: 0.746068, Obj: 0.000335, No Obj: 0.000464, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385088, Class: 0.539908, Obj: 0.000340, No Obj: 0.000236, .5R: 0.333333, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000565, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.277826, Class: 0.514799, Obj: 0.000271, No Obj: 0.000468, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517220, Class: 0.560411, Obj: 0.000297, No Obj: 0.000238, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000550, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000463, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521134, Class: 0.453164, Obj: 0.000363, No Obj: 0.000233, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.692928, Class: 0.433894, Obj: 0.002210, No Obj: 0.000536, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.776173, Class: 0.736168, Obj: 0.000459, No Obj: 0.000462, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.505396, Class: 0.535808, Obj: 0.000270, No Obj: 0.000231, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000566, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000465, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508689, Class: 0.476446, Obj: 0.000303, No Obj: 0.000234, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000468, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.374078, Class: 0.586709, Obj: 0.000268, No Obj: 0.000234, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000540, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842707, Class: 0.797367, Obj: 0.000221, No Obj: 0.000460, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.335027, Class: 0.607817, Obj: 0.000368, No Obj: 0.000231, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 471: 1.218405, 1.072369 avg loss, 0.000049 rate, 3.924342 seconds, 30144 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000525, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000457, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482884, Class: 0.529579, Obj: 0.000611, No Obj: 0.000232, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000569, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654841, Class: 0.640421, Obj: 0.000937, No Obj: 0.000461, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.484884, Class: 0.564870, Obj: 0.000204, No Obj: 0.000232, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000522, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.262442, Class: 0.631166, Obj: 0.000186, No Obj: 0.000234, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000584, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000460, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.229461, Class: 0.672109, Obj: 0.001015, No Obj: 0.000237, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000603, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381523, Class: 0.725786, Obj: 0.001520, No Obj: 0.000461, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.520739, Class: 0.539492, Obj: 0.000381, No Obj: 0.000231, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000574, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602988, Class: 0.589991, Obj: 0.000405, No Obj: 0.000466, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.544871, Class: 0.509535, Obj: 0.000373, No Obj: 0.000235, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000553, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470892, Class: 0.748845, Obj: 0.000206, No Obj: 0.000458, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408140, Class: 0.488418, Obj: 0.000298, No Obj: 0.000231, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.346856, Class: 0.588526, Obj: 0.002317, No Obj: 0.000459, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461493, Class: 0.598808, Obj: 0.000384, No Obj: 0.000227, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 472: 1.058879, 1.071020 avg loss, 0.000050 rate, 3.919414 seconds, 30208 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.212158, Class: 0.385460, Obj: 0.001614, No Obj: 0.000572, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000452, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436161, Class: 0.456993, Obj: 0.000260, No Obj: 0.000232, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000576, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488888, Class: 0.689942, Obj: 0.000638, No Obj: 0.000456, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.462079, Class: 0.530816, Obj: 0.000361, No Obj: 0.000228, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.532140, Class: 0.373503, Obj: 0.001484, No Obj: 0.000610, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.395517, Class: 0.688939, Obj: 0.000775, No Obj: 0.000461, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397352, Class: 0.663796, Obj: 0.000315, No Obj: 0.000236, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000519, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608224, Class: 0.686406, Obj: 0.000716, No Obj: 0.000451, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.394998, Class: 0.434911, Obj: 0.000196, No Obj: 0.000227, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000542, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515929, Class: 0.672432, Obj: 0.000563, No Obj: 0.000455, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.390843, Class: 0.533165, Obj: 0.000281, No Obj: 0.000228, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000538, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512141, Class: 0.328100, Obj: 0.000234, No Obj: 0.000452, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.248412, Class: 0.613183, Obj: 0.000641, No Obj: 0.000229, .5R: 0.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.564862, Class: 0.654893, Obj: 0.001830, No Obj: 0.000569, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.384639, Class: 0.660123, Obj: 0.000440, No Obj: 0.000453, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554908, Class: 0.520174, Obj: 0.000343, No Obj: 0.000229, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800034, Class: 0.625697, Obj: 0.001213, No Obj: 0.000456, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.502908, Class: 0.576740, Obj: 0.000169, No Obj: 0.000233, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 473: 1.264481, 1.090366 avg loss, 0.000050 rate, 3.916682 seconds, 30272 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.549672, Class: 0.462240, Obj: 0.000480, No Obj: 0.000546, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.498204, Class: 0.363696, Obj: 0.000095, No Obj: 0.000453, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552880, Class: 0.573897, Obj: 0.000251, No Obj: 0.000232, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000519, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000452, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437387, Class: 0.552227, Obj: 0.000355, No Obj: 0.000225, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000517, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729603, Class: 0.710521, Obj: 0.001618, No Obj: 0.000445, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379946, Class: 0.523579, Obj: 0.000342, No Obj: 0.000226, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000453, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.450108, Class: 0.558013, Obj: 0.000286, No Obj: 0.000227, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629636, Class: 0.541167, Obj: 0.000968, No Obj: 0.000443, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.440743, Class: 0.527861, Obj: 0.000471, No Obj: 0.000226, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000551, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700355, Class: 0.742869, Obj: 0.000396, No Obj: 0.000449, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.325260, Class: 0.574784, Obj: 0.000236, No Obj: 0.000228, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328114, Class: 0.732259, Obj: 0.000120, No Obj: 0.000449, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446166, Class: 0.505366, Obj: 0.000407, No Obj: 0.000227, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000502, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667227, Class: 0.423605, Obj: 0.000629, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431952, Class: 0.497585, Obj: 0.000351, No Obj: 0.000227, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 474: 1.122081, 1.093537 avg loss, 0.000050 rate, 3.900675 seconds, 30336 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617564, Class: 0.708798, Obj: 0.001247, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.268575, Class: 0.474788, Obj: 0.000553, No Obj: 0.000227, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000546, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000444, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859537, Class: 0.329161, Obj: 0.002096, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000573, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666121, Class: 0.571750, Obj: 0.000490, No Obj: 0.000449, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.520093, Class: 0.607524, Obj: 0.000514, No Obj: 0.000230, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000537, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000446, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.326668, Class: 0.515101, Obj: 0.000321, No Obj: 0.000224, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000441, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000526, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000440, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.382414, Class: 0.545057, Obj: 0.000167, No Obj: 0.000224, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000527, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378381, Class: 0.858597, Obj: 0.000483, No Obj: 0.000448, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490057, Class: 0.421595, Obj: 0.000165, No Obj: 0.000227, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000518, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000447, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324475, Class: 0.431239, Obj: 0.000302, No Obj: 0.000225, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 475: 0.737416, 1.057925 avg loss, 0.000051 rate, 3.903344 seconds, 30400 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000525, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435381, Class: 0.754819, Obj: 0.000407, No Obj: 0.000440, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425171, Class: 0.525291, Obj: 0.000465, No Obj: 0.000222, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000559, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614328, Class: 0.656709, Obj: 0.001247, No Obj: 0.000445, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.356158, Class: 0.521148, Obj: 0.000261, No Obj: 0.000226, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.319746, Class: 0.482335, Obj: 0.001070, No Obj: 0.000443, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375716, Class: 0.546889, Obj: 0.000546, No Obj: 0.000225, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000548, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355284, Class: 0.674332, Obj: 0.000734, No Obj: 0.000445, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398252, Class: 0.665904, Obj: 0.000384, No Obj: 0.000224, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.393275, Class: 0.530722, Obj: 0.000813, No Obj: 0.000549, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.212994, Class: 0.750644, Obj: 0.000272, No Obj: 0.000446, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544713, Class: 0.455638, Obj: 0.000398, No Obj: 0.000226, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000569, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000444, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468075, Class: 0.470888, Obj: 0.000625, No Obj: 0.000224, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000524, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.397189, Class: 0.743037, Obj: 0.000567, No Obj: 0.000448, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.428823, Class: 0.423622, Obj: 0.000276, No Obj: 0.000223, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000551, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587596, Class: 0.319905, Obj: 0.000428, No Obj: 0.000438, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446378, Class: 0.550289, Obj: 0.000301, No Obj: 0.000223, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 476: 1.557477, 1.107880 avg loss, 0.000051 rate, 3.907934 seconds, 30464 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000499, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000437, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521112, Class: 0.414500, Obj: 0.000122, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.572527, Class: 0.296561, Obj: 0.003106, No Obj: 0.000518, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000435, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.374720, Class: 0.626899, Obj: 0.000183, No Obj: 0.000224, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000523, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484565, Class: 0.473894, Obj: 0.000454, No Obj: 0.000435, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386755, Class: 0.512609, Obj: 0.000475, No Obj: 0.000222, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000511, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000442, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419484, Class: 0.631164, Obj: 0.000361, No Obj: 0.000225, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000539, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380612, Class: 0.785935, Obj: 0.000478, No Obj: 0.000434, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505718, Class: 0.590728, Obj: 0.000331, No Obj: 0.000226, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000549, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505586, Class: 0.775038, Obj: 0.001333, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361340, Class: 0.532007, Obj: 0.000284, No Obj: 0.000229, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000544, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481306, Class: 0.750996, Obj: 0.000294, No Obj: 0.000437, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.549952, Class: 0.433619, Obj: 0.000247, No Obj: 0.000224, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.370049, Class: 0.493633, Obj: 0.001052, No Obj: 0.000509, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000436, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415221, Class: 0.477335, Obj: 0.000626, No Obj: 0.000219, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 477: 1.192050, 1.116297 avg loss, 0.000052 rate, 3.903909 seconds, 30528 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000557, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513046, Class: 0.741639, Obj: 0.000414, No Obj: 0.000442, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.547117, Class: 0.545676, Obj: 0.000361, No Obj: 0.000225, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.360953, Class: 0.505321, Obj: 0.000428, No Obj: 0.000523, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.502092, Class: 0.870287, Obj: 0.000499, No Obj: 0.000432, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389766, Class: 0.505598, Obj: 0.000349, No Obj: 0.000218, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000429, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619406, Class: 0.644358, Obj: 0.000137, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000542, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361799, Class: 0.654653, Obj: 0.000154, No Obj: 0.000438, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.491669, Class: 0.591323, Obj: 0.000316, No Obj: 0.000223, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000511, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.229921, Class: 0.774261, Obj: 0.000425, No Obj: 0.000436, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.229059, Class: 0.280384, Obj: 0.000395, No Obj: 0.000222, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448846, Class: 0.665385, Obj: 0.000682, No Obj: 0.000439, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.425124, Class: 0.521864, Obj: 0.000433, No Obj: 0.000224, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000524, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440636, Class: 0.803908, Obj: 0.000637, No Obj: 0.000435, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.452474, Class: 0.548410, Obj: 0.000406, No Obj: 0.000222, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586936, Class: 0.650670, Obj: 0.000302, No Obj: 0.000438, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.364794, Class: 0.483000, Obj: 0.000315, No Obj: 0.000222, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 478: 1.288689, 1.133537 avg loss, 0.000052 rate, 3.905692 seconds, 30592 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000530, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663048, Class: 0.772825, Obj: 0.000717, No Obj: 0.000433, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.153197, Class: 0.716656, Obj: 0.000556, No Obj: 0.000219, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.580329, Class: 0.461032, Obj: 0.001066, No Obj: 0.000535, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000433, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493823, Class: 0.536855, Obj: 0.000296, No Obj: 0.000220, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000562, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479899, Class: 0.590591, Obj: 0.000608, No Obj: 0.000437, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.344663, Class: 0.613631, Obj: 0.000212, No Obj: 0.000222, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.271684, Class: 0.261608, Obj: 0.000444, No Obj: 0.000526, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.531391, Class: 0.621831, Obj: 0.000385, No Obj: 0.000438, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.265765, Class: 0.347945, Obj: 0.000777, No Obj: 0.000223, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000512, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706614, Class: 0.651859, Obj: 0.001057, No Obj: 0.000429, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.267344, Class: 0.362232, Obj: 0.000416, No Obj: 0.000218, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000526, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000426, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399094, Class: 0.567998, Obj: 0.000531, No Obj: 0.000221, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426820, Class: 0.622384, Obj: 0.000699, No Obj: 0.000434, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.376921, Class: 0.572739, Obj: 0.000951, No Obj: 0.000216, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.555621, Class: 0.582950, Obj: 0.000193, No Obj: 0.000524, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000427, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523519, Class: 0.493867, Obj: 0.000339, No Obj: 0.000217, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 479: 0.816663, 1.101849 avg loss, 0.000053 rate, 3.921634 seconds, 30656 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000555, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000433, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388173, Class: 0.517827, Obj: 0.000409, No Obj: 0.000217, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.183307, Class: 0.259642, Obj: 0.000422, No Obj: 0.000566, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.310863, Class: 0.532151, Obj: 0.000421, No Obj: 0.000427, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.543552, Class: 0.514763, Obj: 0.000228, No Obj: 0.000215, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000527, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787583, Class: 0.574105, Obj: 0.000925, No Obj: 0.000423, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537477, Class: 0.573719, Obj: 0.000637, No Obj: 0.000211, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000488, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524535, Class: 0.712349, Obj: 0.000517, No Obj: 0.000425, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319652, Class: 0.579623, Obj: 0.000577, No Obj: 0.000215, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000523, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592597, Class: 0.725677, Obj: 0.000510, No Obj: 0.000424, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.313566, Class: 0.522776, Obj: 0.000248, No Obj: 0.000216, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000531, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389271, Class: 0.698355, Obj: 0.000928, No Obj: 0.000429, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.302102, Class: 0.514078, Obj: 0.000291, No Obj: 0.000221, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000511, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467568, Class: 0.627847, Obj: 0.000151, No Obj: 0.000428, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.529968, Class: 0.505132, Obj: 0.000392, No Obj: 0.000219, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000420, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503897, Class: 0.487058, Obj: 0.000248, No Obj: 0.000216, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 480: 1.233455, 1.115010 avg loss, 0.000053 rate, 3.907078 seconds, 30720 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000476, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000423, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364707, Class: 0.556308, Obj: 0.000582, No Obj: 0.000214, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.758693, Class: 0.373312, Obj: 0.001659, No Obj: 0.000495, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000421, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511022, Class: 0.495883, Obj: 0.000347, No Obj: 0.000217, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000529, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421406, Class: 0.889167, Obj: 0.000147, No Obj: 0.000423, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.464805, Class: 0.581394, Obj: 0.000274, No Obj: 0.000216, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000512, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000422, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634815, Class: 0.414856, Obj: 0.000852, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000555, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667607, Class: 0.686063, Obj: 0.001782, No Obj: 0.000427, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.428892, Class: 0.514263, Obj: 0.000625, No Obj: 0.000215, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.370036, Class: 0.411442, Obj: 0.000383, No Obj: 0.000523, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000420, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497458, Class: 0.534039, Obj: 0.000376, No Obj: 0.000213, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000521, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000425, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414050, Class: 0.481441, Obj: 0.000305, No Obj: 0.000217, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000506, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000419, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440786, Class: 0.511836, Obj: 0.000293, No Obj: 0.000215, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 481: 0.889391, 1.092448 avg loss, 0.000054 rate, 3.921158 seconds, 30784 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000515, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000413, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534980, Class: 0.522430, Obj: 0.000424, No Obj: 0.000215, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000507, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377135, Class: 0.690081, Obj: 0.001199, No Obj: 0.000415, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517286, Class: 0.527273, Obj: 0.000352, No Obj: 0.000214, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000415, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338656, Class: 0.540462, Obj: 0.000442, No Obj: 0.000212, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000539, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559139, Class: 0.767781, Obj: 0.000823, No Obj: 0.000426, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.464370, Class: 0.573439, Obj: 0.000297, No Obj: 0.000216, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000484, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000416, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600261, Class: 0.422681, Obj: 0.000954, No Obj: 0.000211, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000476, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000421, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504636, Class: 0.548687, Obj: 0.000254, No Obj: 0.000215, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.712362, Class: 0.363804, Obj: 0.000685, No Obj: 0.000484, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000418, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.315498, Class: 0.398452, Obj: 0.000319, No Obj: 0.000215, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000502, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580230, Class: 0.687310, Obj: 0.000417, No Obj: 0.000418, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377596, Class: 0.476370, Obj: 0.000096, No Obj: 0.000216, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 482: 1.130838, 1.096287 avg loss, 0.000054 rate, 3.917386 seconds, 30848 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000514, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.331576, Class: 0.619334, Obj: 0.000443, No Obj: 0.000410, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.300456, Class: 0.505248, Obj: 0.000310, No Obj: 0.000213, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000497, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492094, Class: 0.618056, Obj: 0.000374, No Obj: 0.000418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362474, Class: 0.453759, Obj: 0.000354, No Obj: 0.000213, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382079, Class: 0.725285, Obj: 0.000245, No Obj: 0.000410, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.185315, Class: 0.398456, Obj: 0.000237, No Obj: 0.000212, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000471, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617314, Class: 0.782058, Obj: 0.000754, No Obj: 0.000413, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472541, Class: 0.460760, Obj: 0.000213, No Obj: 0.000212, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551833, Class: 0.708219, Obj: 0.000503, No Obj: 0.000415, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.361343, Class: 0.445840, Obj: 0.000477, No Obj: 0.000213, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.451963, Class: 0.283681, Obj: 0.000591, No Obj: 0.000503, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.041078, Class: 0.798639, Obj: 0.000473, No Obj: 0.000416, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.496812, Class: 0.515820, Obj: 0.000501, No Obj: 0.000212, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592305, Class: 0.644042, Obj: 0.000538, No Obj: 0.000415, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.437304, Class: 0.428853, Obj: 0.000241, No Obj: 0.000211, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000500, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525260, Class: 0.701171, Obj: 0.002886, No Obj: 0.000413, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512832, Class: 0.566956, Obj: 0.000298, No Obj: 0.000209, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 483: 1.350548, 1.121713 avg loss, 0.000054 rate, 3.930977 seconds, 30912 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000524, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000407, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573094, Class: 0.457949, Obj: 0.000340, No Obj: 0.000210, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.377368, Class: 0.476462, Obj: 0.001641, No Obj: 0.000524, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.306529, Class: 0.557243, Obj: 0.000548, No Obj: 0.000410, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.367246, Class: 0.520885, Obj: 0.000881, No Obj: 0.000213, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000510, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430453, Class: 0.606369, Obj: 0.000694, No Obj: 0.000415, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.451778, Class: 0.540158, Obj: 0.000408, No Obj: 0.000209, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000482, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.387132, Class: 0.600833, Obj: 0.000561, No Obj: 0.000410, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.431779, Class: 0.498054, Obj: 0.000176, No Obj: 0.000209, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000472, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000410, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338276, Class: 0.467445, Obj: 0.000337, No Obj: 0.000210, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000507, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366690, Class: 0.236503, Obj: 0.000495, No Obj: 0.000415, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.396526, Class: 0.582929, Obj: 0.000393, No Obj: 0.000212, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000504, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591442, Class: 0.470253, Obj: 0.000900, No Obj: 0.000407, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.479916, Class: 0.569790, Obj: 0.000372, No Obj: 0.000207, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000498, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.313067, Class: 0.631209, Obj: 0.000789, No Obj: 0.000410, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.527643, Class: 0.623467, Obj: 0.000205, No Obj: 0.000211, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 484: 1.073893, 1.116931 avg loss, 0.000055 rate, 3.930873 seconds, 30976 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.273805, Class: 0.313431, Obj: 0.000375, No Obj: 0.000487, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000405, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563161, Class: 0.565854, Obj: 0.000368, No Obj: 0.000206, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000479, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542057, Class: 0.552042, Obj: 0.000873, No Obj: 0.000404, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.460233, Class: 0.560537, Obj: 0.000320, No Obj: 0.000208, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000464, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420364, Class: 0.782759, Obj: 0.000369, No Obj: 0.000404, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.588364, Class: 0.544628, Obj: 0.000213, No Obj: 0.000204, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000519, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469925, Class: 0.670775, Obj: 0.000886, No Obj: 0.000407, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.404324, Class: 0.639666, Obj: 0.000383, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.422303, Class: 0.636485, Obj: 0.000803, No Obj: 0.000493, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.489368, Class: 0.629153, Obj: 0.000785, No Obj: 0.000408, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516029, Class: 0.520080, Obj: 0.000492, No Obj: 0.000210, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000515, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427803, Class: 0.738500, Obj: 0.000118, No Obj: 0.000418, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382289, Class: 0.428441, Obj: 0.000587, No Obj: 0.000222, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.397127, Class: 0.571184, Obj: 0.001246, No Obj: 0.000480, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.673340, Class: 0.716009, Obj: 0.000573, No Obj: 0.000407, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.329906, Class: 0.574742, Obj: 0.000217, No Obj: 0.000207, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000503, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000408, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393223, Class: 0.497661, Obj: 0.000277, No Obj: 0.000206, .5R: 0.300000, .75R: 0.100000, count: 10 (next mAP calculation at 1000 iterations) 485: 1.154693, 1.120707 avg loss, 0.000055 rate, 3.921708 seconds, 31040 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000401, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510086, Class: 0.406110, Obj: 0.000425, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000493, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000402, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.443478, Class: 0.455494, Obj: 0.000250, No Obj: 0.000208, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571454, Class: 0.497876, Obj: 0.000424, No Obj: 0.000401, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415182, Class: 0.575377, Obj: 0.000501, No Obj: 0.000202, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000514, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000411, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478980, Class: 0.489741, Obj: 0.000177, No Obj: 0.000208, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.434930, Class: 0.513975, Obj: 0.000845, No Obj: 0.000483, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000405, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406004, Class: 0.521069, Obj: 0.000365, No Obj: 0.000209, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000496, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000407, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406983, Class: 0.486565, Obj: 0.000252, No Obj: 0.000208, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000509, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000401, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.417000, Class: 0.556594, Obj: 0.000425, No Obj: 0.000207, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000491, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361663, Class: 0.659883, Obj: 0.000170, No Obj: 0.000400, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.438371, Class: 0.514536, Obj: 0.000234, No Obj: 0.000208, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 486: 0.945361, 1.103173 avg loss, 0.000056 rate, 3.902764 seconds, 31104 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000527, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461459, Class: 0.684185, Obj: 0.000265, No Obj: 0.000404, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.398426, Class: 0.574018, Obj: 0.000098, No Obj: 0.000208, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000525, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688563, Class: 0.649474, Obj: 0.000999, No Obj: 0.000405, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.421128, Class: 0.552179, Obj: 0.000287, No Obj: 0.000210, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000488, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463657, Class: 0.562142, Obj: 0.000338, No Obj: 0.000206, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000501, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.326225, Class: 0.793265, Obj: 0.000163, No Obj: 0.000404, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.489165, Class: 0.474560, Obj: 0.000886, No Obj: 0.000209, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000483, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478895, Class: 0.682966, Obj: 0.000341, No Obj: 0.000398, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.481755, Class: 0.498057, Obj: 0.000316, No Obj: 0.000204, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000504, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600918, Class: 0.587738, Obj: 0.000376, No Obj: 0.000403, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411526, Class: 0.526770, Obj: 0.000322, No Obj: 0.000204, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000475, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406341, Class: 0.729759, Obj: 0.000512, No Obj: 0.000403, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.635353, Class: 0.525281, Obj: 0.000830, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479035, Class: 0.763279, Obj: 0.000607, No Obj: 0.000399, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.203977, Class: 0.429052, Obj: 0.000199, No Obj: 0.000202, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 487: 1.614402, 1.154296 avg loss, 0.000056 rate, 3.920237 seconds, 31168 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000492, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000394, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642963, Class: 0.538096, Obj: 0.000559, No Obj: 0.000204, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000474, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000394, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.347950, Class: 0.508091, Obj: 0.000273, No Obj: 0.000201, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000388, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.123946, Class: 0.589328, Obj: 0.000233, No Obj: 0.000202, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.246095, Class: 0.235581, Obj: 0.000363, No Obj: 0.000519, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.401412, Class: 0.657394, Obj: 0.000320, No Obj: 0.000400, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371032, Class: 0.443205, Obj: 0.000428, No Obj: 0.000207, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.397795, Class: 0.585244, Obj: 0.000397, No Obj: 0.000393, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.500473, Class: 0.567955, Obj: 0.000390, No Obj: 0.000205, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000493, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000395, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444041, Class: 0.532150, Obj: 0.001002, No Obj: 0.000205, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000518, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626280, Class: 0.786494, Obj: 0.001018, No Obj: 0.000394, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.418549, Class: 0.626597, Obj: 0.000206, No Obj: 0.000206, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.450533, Class: 0.559409, Obj: 0.000207, No Obj: 0.000203, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 488: 0.979030, 1.136769 avg loss, 0.000057 rate, 3.921131 seconds, 31232 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000481, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599797, Class: 0.830952, Obj: 0.000472, No Obj: 0.000394, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467994, Class: 0.546309, Obj: 0.000380, No Obj: 0.000206, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461602, Class: 0.573343, Obj: 0.000829, No Obj: 0.000384, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.548148, Class: 0.658397, Obj: 0.000362, No Obj: 0.000203, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.755733, Class: 0.491460, Obj: 0.001241, No Obj: 0.000524, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.348894, Class: 0.610741, Obj: 0.000183, No Obj: 0.000393, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385793, Class: 0.509834, Obj: 0.000361, No Obj: 0.000203, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.378104, Class: 0.428421, Obj: 0.002254, No Obj: 0.000444, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.292258, Class: 0.756676, Obj: 0.000295, No Obj: 0.000392, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.428936, Class: 0.527484, Obj: 0.000438, No Obj: 0.000201, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000487, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386417, Class: 0.872987, Obj: 0.000217, No Obj: 0.000395, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.283158, Class: 0.451158, Obj: 0.000242, No Obj: 0.000205, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000451, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.363811, Class: 0.597773, Obj: 0.000210, No Obj: 0.000205, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000494, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.397665, Class: 0.611690, Obj: 0.000391, No Obj: 0.000205, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000476, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418474, Class: 0.569567, Obj: 0.000418, No Obj: 0.000394, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.437234, Class: 0.547962, Obj: 0.000616, No Obj: 0.000203, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 489: 1.233326, 1.146425 avg loss, 0.000057 rate, 3.921144 seconds, 31296 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000452, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000390, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.334851, Class: 0.434134, Obj: 0.000152, No Obj: 0.000205, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.337057, Class: 0.524167, Obj: 0.000106, No Obj: 0.000389, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702999, Class: 0.456892, Obj: 0.000923, No Obj: 0.000202, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000390, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395438, Class: 0.455042, Obj: 0.000148, No Obj: 0.000200, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.544548, Class: 0.508870, Obj: 0.001406, No Obj: 0.000510, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.463635, Class: 0.630554, Obj: 0.000490, No Obj: 0.000389, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.438938, Class: 0.538586, Obj: 0.000249, No Obj: 0.000201, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000444, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658910, Class: 0.585077, Obj: 0.000214, No Obj: 0.000388, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400069, Class: 0.518606, Obj: 0.000429, No Obj: 0.000200, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000439, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000384, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.402649, Class: 0.636817, Obj: 0.001236, No Obj: 0.000202, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490102, Class: 0.617288, Obj: 0.001115, No Obj: 0.000388, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337132, Class: 0.518603, Obj: 0.000911, No Obj: 0.000201, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000438, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402084, Class: 0.427271, Obj: 0.000173, No Obj: 0.000390, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.464845, Class: 0.599873, Obj: 0.000672, No Obj: 0.000202, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 490: 0.828231, 1.114605 avg loss, 0.000058 rate, 3.917191 seconds, 31360 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550343, Class: 0.527417, Obj: 0.001051, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.319627, Class: 0.563298, Obj: 0.000116, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000446, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.232833, Class: 0.664789, Obj: 0.000224, No Obj: 0.000382, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434914, Class: 0.444445, Obj: 0.000165, No Obj: 0.000197, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405164, Class: 0.562744, Obj: 0.000443, No Obj: 0.000384, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.468038, Class: 0.572047, Obj: 0.000426, No Obj: 0.000199, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000478, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833625, Class: 0.632032, Obj: 0.001988, No Obj: 0.000387, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.349314, Class: 0.649136, Obj: 0.000282, No Obj: 0.000201, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.232674, Class: 0.347289, Obj: 0.000352, No Obj: 0.000457, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.588341, Class: 0.623368, Obj: 0.000741, No Obj: 0.000383, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.475454, Class: 0.493220, Obj: 0.000380, No Obj: 0.000197, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000488, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624368, Class: 0.497115, Obj: 0.000384, No Obj: 0.000384, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527116, Class: 0.545222, Obj: 0.000343, No Obj: 0.000198, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000487, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.332732, Class: 0.591504, Obj: 0.000694, No Obj: 0.000383, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334145, Class: 0.533097, Obj: 0.000363, No Obj: 0.000200, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000472, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000389, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418475, Class: 0.516775, Obj: 0.000455, No Obj: 0.000199, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 491: 1.363543, 1.139499 avg loss, 0.000058 rate, 3.921509 seconds, 31424 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343371, Class: 0.791704, Obj: 0.000366, No Obj: 0.000379, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482303, Class: 0.640729, Obj: 0.000620, No Obj: 0.000199, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000456, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.208092, Class: 0.393534, Obj: 0.000812, No Obj: 0.000386, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575374, Class: 0.616780, Obj: 0.000250, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000457, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000384, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475411, Class: 0.522657, Obj: 0.000298, No Obj: 0.000196, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000466, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632572, Class: 0.682260, Obj: 0.000389, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.350572, Class: 0.533839, Obj: 0.000202, No Obj: 0.000198, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000513, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594857, Class: 0.754807, Obj: 0.000627, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.290222, Class: 0.501545, Obj: 0.000123, No Obj: 0.000199, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000470, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392717, Class: 0.721856, Obj: 0.000704, No Obj: 0.000378, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.240792, Class: 0.734816, Obj: 0.000163, No Obj: 0.000198, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000464, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515804, Class: 0.653025, Obj: 0.001124, No Obj: 0.000381, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.356173, Class: 0.481282, Obj: 0.000337, No Obj: 0.000197, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000472, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000383, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486336, Class: 0.559227, Obj: 0.000426, No Obj: 0.000197, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 492: 1.190043, 1.144553 avg loss, 0.000059 rate, 3.916707 seconds, 31488 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000441, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414867, Class: 0.490779, Obj: 0.000514, No Obj: 0.000196, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.329633, Class: 0.512208, Obj: 0.000713, No Obj: 0.000474, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.703948, Class: 0.810228, Obj: 0.000911, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339448, Class: 0.523111, Obj: 0.000184, No Obj: 0.000199, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.376757, Class: 0.193640, Obj: 0.001318, No Obj: 0.000466, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751118, Class: 0.715698, Obj: 0.001037, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.347414, Class: 0.516504, Obj: 0.000218, No Obj: 0.000198, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000493, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.322936, Class: 0.783844, Obj: 0.000145, No Obj: 0.000388, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338898, Class: 0.501578, Obj: 0.000300, No Obj: 0.000202, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000441, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459555, Class: 0.606419, Obj: 0.000406, No Obj: 0.000376, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.507075, Class: 0.395175, Obj: 0.000112, No Obj: 0.000195, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494885, Class: 0.553602, Obj: 0.000282, No Obj: 0.000378, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.542410, Class: 0.490979, Obj: 0.000350, No Obj: 0.000199, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582727, Class: 0.640471, Obj: 0.000305, No Obj: 0.000379, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456905, Class: 0.488862, Obj: 0.000210, No Obj: 0.000197, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000449, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.466894, Class: 0.801812, Obj: 0.000923, No Obj: 0.000376, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440395, Class: 0.431593, Obj: 0.000234, No Obj: 0.000197, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 493: 1.056566, 1.135755 avg loss, 0.000059 rate, 3.907489 seconds, 31552 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000448, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506027, Class: 0.479124, Obj: 0.000311, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000463, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630902, Class: 0.739447, Obj: 0.000988, No Obj: 0.000373, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.397206, Class: 0.563606, Obj: 0.000498, No Obj: 0.000193, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000435, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000375, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551234, Class: 0.544511, Obj: 0.000235, No Obj: 0.000194, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000466, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646593, Class: 0.620202, Obj: 0.000459, No Obj: 0.000377, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.337111, Class: 0.561778, Obj: 0.000166, No Obj: 0.000201, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000457, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000376, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545823, Class: 0.439773, Obj: 0.000391, No Obj: 0.000195, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000441, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629642, Class: 0.501825, Obj: 0.001136, No Obj: 0.000372, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.314134, Class: 0.480403, Obj: 0.000677, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000423, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000372, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546375, Class: 0.553673, Obj: 0.000216, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000465, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599030, Class: 0.565261, Obj: 0.000657, No Obj: 0.000379, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.388572, Class: 0.464347, Obj: 0.000309, No Obj: 0.000199, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 494: 0.680577, 1.090237 avg loss, 0.000060 rate, 3.905492 seconds, 31616 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.752442, Class: 0.503757, Obj: 0.000588, No Obj: 0.000466, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000374, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422137, Class: 0.508186, Obj: 0.000232, No Obj: 0.000200, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591742, Class: 0.577138, Obj: 0.000788, No Obj: 0.000376, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.388164, Class: 0.526858, Obj: 0.000261, No Obj: 0.000197, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000469, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304015, Class: 0.632383, Obj: 0.000518, No Obj: 0.000378, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526682, Class: 0.619947, Obj: 0.000164, No Obj: 0.000198, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.511862, Class: 0.419061, Obj: 0.000247, No Obj: 0.000454, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610992, Class: 0.680481, Obj: 0.000546, No Obj: 0.000376, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380269, Class: 0.563705, Obj: 0.000568, No Obj: 0.000197, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000371, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487724, Class: 0.517457, Obj: 0.000211, No Obj: 0.000193, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000448, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000371, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455959, Class: 0.463880, Obj: 0.000405, No Obj: 0.000196, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000458, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598448, Class: 0.734195, Obj: 0.000579, No Obj: 0.000374, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.455819, Class: 0.521877, Obj: 0.000997, No Obj: 0.000198, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000441, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000374, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.210112, Class: 0.692653, Obj: 0.000183, No Obj: 0.000197, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 495: 1.159786, 1.097192 avg loss, 0.000060 rate, 3.925087 seconds, 31680 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347626, Class: 0.567982, Obj: 0.000592, No Obj: 0.000366, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.332067, Class: 0.519320, Obj: 0.000529, No Obj: 0.000194, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000458, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641981, Class: 0.680736, Obj: 0.000582, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.467049, Class: 0.493993, Obj: 0.000121, No Obj: 0.000195, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000464, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591691, Class: 0.220206, Obj: 0.000869, No Obj: 0.000369, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377219, Class: 0.712797, Obj: 0.000557, No Obj: 0.000196, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000439, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663139, Class: 0.694446, Obj: 0.000611, No Obj: 0.000373, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.415549, Class: 0.488463, Obj: 0.000445, No Obj: 0.000196, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000422, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000371, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.294470, Class: 0.581200, Obj: 0.000278, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.699339, Class: 0.646222, Obj: 0.001009, No Obj: 0.000437, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000366, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504059, Class: 0.546093, Obj: 0.000191, No Obj: 0.000190, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.622962, Class: 0.733796, Obj: 0.000641, No Obj: 0.000440, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.591092, Class: 0.509117, Obj: 0.000910, No Obj: 0.000369, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426462, Class: 0.520981, Obj: 0.000500, No Obj: 0.000192, .5R: 0.111111, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000433, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624509, Class: 0.686748, Obj: 0.000551, No Obj: 0.000366, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.543382, Class: 0.365126, Obj: 0.000235, No Obj: 0.000194, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 496: 1.095770, 1.097050 avg loss, 0.000061 rate, 3.917962 seconds, 31744 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000430, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586995, Class: 0.567015, Obj: 0.000854, No Obj: 0.000364, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439348, Class: 0.487798, Obj: 0.000197, No Obj: 0.000191, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000432, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656690, Class: 0.639596, Obj: 0.001379, No Obj: 0.000368, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516640, Class: 0.508356, Obj: 0.000359, No Obj: 0.000192, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.767161, Class: 0.473059, Obj: 0.000274, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.305253, Class: 0.617161, Obj: 0.000206, No Obj: 0.000191, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000449, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752101, Class: 0.471703, Obj: 0.000557, No Obj: 0.000364, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.464918, Class: 0.547646, Obj: 0.000586, No Obj: 0.000194, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000433, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000365, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444391, Class: 0.506363, Obj: 0.000155, No Obj: 0.000190, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000456, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.287001, Class: 0.376445, Obj: 0.000838, No Obj: 0.000367, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250228, Class: 0.430813, Obj: 0.000349, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000431, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000366, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401184, Class: 0.408434, Obj: 0.000067, No Obj: 0.000191, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000429, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460298, Class: 0.655378, Obj: 0.000844, No Obj: 0.000363, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583257, Class: 0.474561, Obj: 0.000238, No Obj: 0.000190, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 497: 1.045189, 1.091864 avg loss, 0.000061 rate, 3.915310 seconds, 31808 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.528310, Class: 0.330746, Obj: 0.000299, No Obj: 0.000486, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.364257, Class: 0.657407, Obj: 0.001282, No Obj: 0.000371, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.456655, Class: 0.690146, Obj: 0.000322, No Obj: 0.000192, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000406, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000361, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495830, Class: 0.444061, Obj: 0.000367, No Obj: 0.000188, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.592110, Class: 0.453236, Obj: 0.000581, No Obj: 0.000417, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.519885, Class: 0.675277, Obj: 0.000546, No Obj: 0.000366, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.373874, Class: 0.520692, Obj: 0.000380, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.390995, Class: 0.384092, Obj: 0.000498, No Obj: 0.000430, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.562795, Class: 0.782982, Obj: 0.000381, No Obj: 0.000362, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.420768, Class: 0.525755, Obj: 0.000179, No Obj: 0.000190, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.326370, Class: 0.507207, Obj: 0.000310, No Obj: 0.000458, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000366, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425058, Class: 0.716200, Obj: 0.000165, No Obj: 0.000192, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000443, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.257878, Class: 0.484300, Obj: 0.000613, No Obj: 0.000189, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000409, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000363, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400290, Class: 0.445817, Obj: 0.000346, No Obj: 0.000189, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.286277, Class: 0.700225, Obj: 0.000230, No Obj: 0.000433, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427226, Class: 0.583977, Obj: 0.000273, No Obj: 0.000192, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 498: 1.054930, 1.088170 avg loss, 0.000062 rate, 3.921263 seconds, 31872 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000429, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000357, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436439, Class: 0.570631, Obj: 0.000269, No Obj: 0.000186, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.368886, Class: 0.578299, Obj: 0.001305, No Obj: 0.000187, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.465619, Class: 0.457976, Obj: 0.000851, No Obj: 0.000492, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.381568, Class: 0.580107, Obj: 0.000574, No Obj: 0.000364, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.206196, Class: 0.559544, Obj: 0.000110, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000428, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.242103, Class: 0.555378, Obj: 0.000568, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.256651, Class: 0.382575, Obj: 0.000158, No Obj: 0.000431, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.288527, Class: 0.532003, Obj: 0.000344, No Obj: 0.000357, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.516157, Class: 0.429925, Obj: 0.000544, No Obj: 0.000187, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000426, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701349, Class: 0.765911, Obj: 0.000803, No Obj: 0.000363, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.671924, Class: 0.478007, Obj: 0.000226, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000423, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632279, Class: 0.652724, Obj: 0.000566, No Obj: 0.000358, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.476513, Class: 0.514754, Obj: 0.000718, No Obj: 0.000189, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000432, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676207, Class: 0.731819, Obj: 0.000415, No Obj: 0.000359, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377174, Class: 0.443907, Obj: 0.000265, No Obj: 0.000186, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 499: 1.183893, 1.097743 avg loss, 0.000062 rate, 3.928750 seconds, 31936 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000417, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647751, Class: 0.628895, Obj: 0.000715, No Obj: 0.000354, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.439158, Class: 0.469423, Obj: 0.000200, No Obj: 0.000187, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441822, Class: 0.482368, Obj: 0.000256, No Obj: 0.000186, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000407, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857403, Class: 0.692268, Obj: 0.002075, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.570107, Class: 0.537313, Obj: 0.001034, No Obj: 0.000184, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534008, Class: 0.758312, Obj: 0.000544, No Obj: 0.000358, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.509310, Class: 0.549230, Obj: 0.000412, No Obj: 0.000191, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000409, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721136, Class: 0.609974, Obj: 0.000164, No Obj: 0.000357, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433771, Class: 0.586358, Obj: 0.000469, No Obj: 0.000189, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000417, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.387959, Class: 0.563864, Obj: 0.000994, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354936, Class: 0.533578, Obj: 0.000273, No Obj: 0.000184, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000445, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000357, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651043, Class: 0.597353, Obj: 0.000285, No Obj: 0.000190, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 500: 1.119753, 1.099944 avg loss, 0.000063 rate, 3.922348 seconds, 32000 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000392, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617252, Class: 0.802775, Obj: 0.000222, No Obj: 0.000352, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.472293, Class: 0.524260, Obj: 0.000635, No Obj: 0.000183, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000421, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407050, Class: 0.506102, Obj: 0.000379, No Obj: 0.000182, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.509116, Class: 0.251450, Obj: 0.001643, No Obj: 0.000436, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466313, Class: 0.443614, Obj: 0.000381, No Obj: 0.000187, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000385, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553054, Class: 0.666878, Obj: 0.000622, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381510, Class: 0.451928, Obj: 0.000379, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000467, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604154, Class: 0.718837, Obj: 0.000474, No Obj: 0.000360, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.306327, Class: 0.497996, Obj: 0.000302, No Obj: 0.000191, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000405, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473635, Class: 0.607440, Obj: 0.000914, No Obj: 0.000352, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.484796, Class: 0.499370, Obj: 0.000255, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000437, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521206, Class: 0.726196, Obj: 0.001323, No Obj: 0.000351, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000453, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510068, Class: 0.669693, Obj: 0.000372, No Obj: 0.000351, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397768, Class: 0.570540, Obj: 0.000291, No Obj: 0.000184, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 501: 1.020560, 1.092005 avg loss, 0.000063 rate, 3.684314 seconds, 32064 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.408946, Class: 0.468408, Obj: 0.001170, No Obj: 0.000437, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.418487, Class: 0.623097, Obj: 0.000250, No Obj: 0.000346, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463149, Class: 0.586014, Obj: 0.000528, No Obj: 0.000182, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513335, Class: 0.522480, Obj: 0.000453, No Obj: 0.000182, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000394, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000347, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442635, Class: 0.597544, Obj: 0.000132, No Obj: 0.000184, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488992, Class: 0.626042, Obj: 0.000512, No Obj: 0.000349, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.428774, Class: 0.577872, Obj: 0.000409, No Obj: 0.000183, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000410, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652333, Class: 0.411054, Obj: 0.002434, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413646, Class: 0.573147, Obj: 0.000217, No Obj: 0.000183, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000448, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771979, Class: 0.654878, Obj: 0.000542, No Obj: 0.000351, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.453637, Class: 0.540549, Obj: 0.000417, No Obj: 0.000186, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000427, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596708, Class: 0.589366, Obj: 0.001051, No Obj: 0.000356, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.311348, Class: 0.530993, Obj: 0.000498, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000435, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000349, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409863, Class: 0.528261, Obj: 0.000264, No Obj: 0.000183, .5R: 0.285714, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 502: 1.231693, 1.105974 avg loss, 0.000064 rate, 3.922020 seconds, 32128 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000413, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498466, Class: 0.621161, Obj: 0.000325, No Obj: 0.000345, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.492994, Class: 0.536467, Obj: 0.000493, No Obj: 0.000184, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000447, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628979, Class: 0.667036, Obj: 0.000166, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.463572, Class: 0.557381, Obj: 0.000255, No Obj: 0.000187, .5R: 0.400000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.177633, Class: 0.651404, Obj: 0.000615, No Obj: 0.000348, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447242, Class: 0.530713, Obj: 0.000243, No Obj: 0.000184, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714047, Class: 0.849765, Obj: 0.001661, No Obj: 0.000351, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439419, Class: 0.427260, Obj: 0.000432, No Obj: 0.000186, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.786685, Class: 0.278064, Obj: 0.000032, No Obj: 0.000452, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.593141, Class: 0.322807, Obj: 0.000757, No Obj: 0.000347, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.495217, Class: 0.490011, Obj: 0.000582, No Obj: 0.000183, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000431, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000346, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564170, Class: 0.535061, Obj: 0.000697, No Obj: 0.000185, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000416, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842800, Class: 0.718138, Obj: 0.001124, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.413067, Class: 0.466374, Obj: 0.000446, No Obj: 0.000184, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000401, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434589, Class: 0.678734, Obj: 0.001016, No Obj: 0.000347, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.293805, Class: 0.555528, Obj: 0.000350, No Obj: 0.000182, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 503: 1.445095, 1.139886 avg loss, 0.000064 rate, 3.904901 seconds, 32192 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000393, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000344, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.221551, Class: 0.497048, Obj: 0.000242, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000413, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000345, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628938, Class: 0.682955, Obj: 0.000274, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.302898, Class: 0.499572, Obj: 0.001634, No Obj: 0.000414, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000348, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425542, Class: 0.726024, Obj: 0.000053, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000418, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.280004, Class: 0.619503, Obj: 0.000236, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511807, Class: 0.553373, Obj: 0.000379, No Obj: 0.000344, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.293898, Class: 0.575826, Obj: 0.000500, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000407, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361262, Class: 0.667115, Obj: 0.002407, No Obj: 0.000342, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.322583, Class: 0.364379, Obj: 0.000187, No Obj: 0.000180, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530330, Class: 0.829242, Obj: 0.000214, No Obj: 0.000347, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661928, Class: 0.423821, Obj: 0.000245, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000418, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.215761, Class: 0.822570, Obj: 0.001106, No Obj: 0.000343, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431095, Class: 0.484410, Obj: 0.000402, No Obj: 0.000184, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 504: 0.724789, 1.098376 avg loss, 0.000065 rate, 3.908304 seconds, 32256 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.421500, Class: 0.557488, Obj: 0.000873, No Obj: 0.000405, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000341, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395382, Class: 0.499695, Obj: 0.000282, No Obj: 0.000179, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000406, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461528, Class: 0.823049, Obj: 0.000378, No Obj: 0.000342, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533108, Class: 0.567938, Obj: 0.000510, No Obj: 0.000182, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419473, Class: 0.675131, Obj: 0.000637, No Obj: 0.000342, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.527908, Class: 0.534317, Obj: 0.000447, No Obj: 0.000180, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000413, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.201793, Class: 0.562886, Obj: 0.000867, No Obj: 0.000341, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.437415, Class: 0.463524, Obj: 0.000628, No Obj: 0.000182, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.460520, Class: 0.518150, Obj: 0.001545, No Obj: 0.000407, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.568612, Class: 0.711556, Obj: 0.000473, No Obj: 0.000336, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371312, Class: 0.589015, Obj: 0.000420, No Obj: 0.000179, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.238562, Class: 0.726390, Obj: 0.000097, No Obj: 0.000343, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.374258, Class: 0.622493, Obj: 0.000365, No Obj: 0.000179, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000398, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384287, Class: 0.543240, Obj: 0.000378, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450517, Class: 0.584912, Obj: 0.000420, No Obj: 0.000345, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.205774, Class: 0.479404, Obj: 0.000165, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 505: 1.266123, 1.115151 avg loss, 0.000065 rate, 3.894917 seconds, 32320 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000423, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555272, Class: 0.491971, Obj: 0.000178, No Obj: 0.000335, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.362863, Class: 0.574931, Obj: 0.000685, No Obj: 0.000178, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427344, Class: 0.575754, Obj: 0.000314, No Obj: 0.000177, .5R: 0.454545, .75R: 0.000000, count: 11 Region 82 Avg IOU: 0.543882, Class: 0.595053, Obj: 0.002476, No Obj: 0.000431, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000335, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.354544, Class: 0.515284, Obj: 0.000592, No Obj: 0.000177, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000410, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.350750, Class: 0.702463, Obj: 0.000446, No Obj: 0.000336, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457811, Class: 0.563941, Obj: 0.000320, No Obj: 0.000181, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.461398, Class: 0.518968, Obj: 0.000543, No Obj: 0.000402, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000340, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630299, Class: 0.469832, Obj: 0.000840, No Obj: 0.000179, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000399, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477524, Class: 0.649689, Obj: 0.000560, No Obj: 0.000342, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.584285, Class: 0.587267, Obj: 0.000323, No Obj: 0.000183, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000386, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000334, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475237, Class: 0.418624, Obj: 0.000384, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000436, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391214, Class: 0.661313, Obj: 0.000175, No Obj: 0.000343, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415379, Class: 0.440518, Obj: 0.000255, No Obj: 0.000183, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 506: 1.034043, 1.107040 avg loss, 0.000066 rate, 3.910844 seconds, 32384 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.565506, Class: 0.463706, Obj: 0.002199, No Obj: 0.000393, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.539756, Class: 0.646411, Obj: 0.006515, No Obj: 0.000335, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448676, Class: 0.578381, Obj: 0.000503, No Obj: 0.000177, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000375, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521078, Class: 0.754457, Obj: 0.000568, No Obj: 0.000331, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.476557, Class: 0.527830, Obj: 0.001073, No Obj: 0.000173, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000392, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659549, Class: 0.747425, Obj: 0.000180, No Obj: 0.000333, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.454627, Class: 0.584744, Obj: 0.000912, No Obj: 0.000179, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000419, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730232, Class: 0.528854, Obj: 0.000456, No Obj: 0.000341, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.455409, Class: 0.521567, Obj: 0.000525, No Obj: 0.000181, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000398, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000333, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771745, Class: 0.385060, Obj: 0.000250, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.494828, Class: 0.408499, Obj: 0.000756, No Obj: 0.000369, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521127, Class: 0.604592, Obj: 0.000378, No Obj: 0.000179, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.267418, Class: 0.713667, Obj: 0.000181, No Obj: 0.000333, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475872, Class: 0.456478, Obj: 0.000238, No Obj: 0.000176, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000383, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000332, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 507: 0.637471, 1.060083 avg loss, 0.000066 rate, 3.903903 seconds, 32448 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000388, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537393, Class: 0.598629, Obj: 0.000785, No Obj: 0.000334, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668936, Class: 0.480487, Obj: 0.000236, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539572, Class: 0.596575, Obj: 0.000662, No Obj: 0.000334, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.368433, Class: 0.515474, Obj: 0.000294, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626276, Class: 0.450297, Obj: 0.000642, No Obj: 0.000329, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.479721, Class: 0.607500, Obj: 0.000280, No Obj: 0.000178, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000392, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636915, Class: 0.485879, Obj: 0.000293, No Obj: 0.000334, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.522166, Class: 0.384701, Obj: 0.000129, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000386, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.266101, Class: 0.649685, Obj: 0.001863, No Obj: 0.000331, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528318, Class: 0.393809, Obj: 0.000318, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.329739, Class: 0.393860, Obj: 0.000600, No Obj: 0.000423, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.571520, Class: 0.610875, Obj: 0.000954, No Obj: 0.000334, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.765511, Class: 0.641452, Obj: 0.000572, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000377, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543524, Class: 0.658612, Obj: 0.000316, No Obj: 0.000330, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593550, Class: 0.746592, Obj: 0.000144, No Obj: 0.000180, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000395, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438228, Class: 0.705483, Obj: 0.001233, No Obj: 0.000334, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.343451, Class: 0.430985, Obj: 0.000094, No Obj: 0.000180, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 508: 0.745127, 1.028588 avg loss, 0.000067 rate, 3.918962 seconds, 32512 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428153, Class: 0.703540, Obj: 0.000559, No Obj: 0.000327, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.515275, Class: 0.549411, Obj: 0.000206, No Obj: 0.000174, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000357, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506738, Class: 0.581581, Obj: 0.000549, No Obj: 0.000173, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000421, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562762, Class: 0.761144, Obj: 0.000861, No Obj: 0.000331, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.801616, Class: 0.384652, Obj: 0.001705, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.543239, Class: 0.698128, Obj: 0.000530, No Obj: 0.000330, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.468080, Class: 0.530848, Obj: 0.000558, No Obj: 0.000176, .5R: 0.333333, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000372, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393786, Class: 0.592840, Obj: 0.000143, No Obj: 0.000325, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471908, Class: 0.501727, Obj: 0.000327, No Obj: 0.000175, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700468, Class: 0.823327, Obj: 0.000641, No Obj: 0.000333, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535364, Class: 0.469917, Obj: 0.000788, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000387, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628041, Class: 0.589152, Obj: 0.000833, No Obj: 0.000331, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503730, Class: 0.498743, Obj: 0.000348, No Obj: 0.000179, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813337, Class: 0.837526, Obj: 0.001199, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.469990, Class: 0.563937, Obj: 0.000193, No Obj: 0.000177, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 509: 0.740253, 0.999754 avg loss, 0.000067 rate, 3.902772 seconds, 32576 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.508029, Class: 0.426277, Obj: 0.000802, No Obj: 0.000381, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.431788, Class: 0.549711, Obj: 0.000150, No Obj: 0.000328, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493066, Class: 0.563658, Obj: 0.000491, No Obj: 0.000172, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476003, Class: 0.606345, Obj: 0.000444, No Obj: 0.000328, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.433032, Class: 0.495952, Obj: 0.000208, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000377, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442853, Class: 0.600141, Obj: 0.000377, No Obj: 0.000175, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000377, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561970, Class: 0.611874, Obj: 0.000160, No Obj: 0.000326, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498077, Class: 0.534142, Obj: 0.000317, No Obj: 0.000173, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.319125, Class: 0.355317, Obj: 0.000115, No Obj: 0.000393, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.279064, Class: 0.516961, Obj: 0.000299, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000365, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500915, Class: 0.571994, Obj: 0.000274, No Obj: 0.000175, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418950, Class: 0.434108, Obj: 0.000195, No Obj: 0.000329, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524153, Class: 0.532820, Obj: 0.000365, No Obj: 0.000175, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000383, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403898, Class: 0.560937, Obj: 0.000922, No Obj: 0.000175, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 510: 0.910087, 0.990787 avg loss, 0.000068 rate, 3.906065 seconds, 32640 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.459320, Class: 0.413002, Obj: 0.000467, No Obj: 0.000380, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.686200, Class: 0.690415, Obj: 0.000962, No Obj: 0.000324, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.325790, Class: 0.545633, Obj: 0.000229, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468006, Class: 0.693056, Obj: 0.000505, No Obj: 0.000323, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445640, Class: 0.512933, Obj: 0.000961, No Obj: 0.000173, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000368, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435670, Class: 0.718411, Obj: 0.000905, No Obj: 0.000322, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469886, Class: 0.533550, Obj: 0.000337, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.337446, Class: 0.523994, Obj: 0.000692, No Obj: 0.000396, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477722, Class: 0.541232, Obj: 0.000633, No Obj: 0.000173, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000404, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457544, Class: 0.552852, Obj: 0.000322, No Obj: 0.000175, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000376, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481018, Class: 0.689407, Obj: 0.000832, No Obj: 0.000326, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.528057, Class: 0.601455, Obj: 0.000375, No Obj: 0.000176, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000381, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735410, Class: 0.740082, Obj: 0.000366, No Obj: 0.000327, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501829, Class: 0.625454, Obj: 0.000371, No Obj: 0.000174, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000382, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327715, Class: 0.598490, Obj: 0.001204, No Obj: 0.000324, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.416067, Class: 0.541080, Obj: 0.000552, No Obj: 0.000172, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 511: 1.072291, 0.998938 avg loss, 0.000068 rate, 3.917306 seconds, 32704 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.194501, Class: 0.513666, Obj: 0.000240, No Obj: 0.000371, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604546, Class: 0.601498, Obj: 0.000817, No Obj: 0.000172, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408677, Class: 0.808842, Obj: 0.001826, No Obj: 0.000323, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000367, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.357256, Class: 0.774121, Obj: 0.000036, No Obj: 0.000322, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387249, Class: 0.565509, Obj: 0.000794, No Obj: 0.000171, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000394, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458345, Class: 0.706819, Obj: 0.000383, No Obj: 0.000321, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.245384, Class: 0.418424, Obj: 0.000747, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000442, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000321, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335174, Class: 0.563909, Obj: 0.000206, No Obj: 0.000173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000417, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.316739, Class: 0.642778, Obj: 0.000126, No Obj: 0.000326, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516218, Class: 0.536418, Obj: 0.000442, No Obj: 0.000176, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549756, Class: 0.631052, Obj: 0.001207, No Obj: 0.000322, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.343552, Class: 0.443083, Obj: 0.000157, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000386, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435997, Class: 0.466743, Obj: 0.000308, No Obj: 0.000323, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.487451, Class: 0.606793, Obj: 0.000494, No Obj: 0.000176, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 512: 0.806701, 0.979714 avg loss, 0.000069 rate, 3.913500 seconds, 32768 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000372, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625625, Class: 0.672651, Obj: 0.000731, No Obj: 0.000322, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630592, Class: 0.756405, Obj: 0.000923, No Obj: 0.000320, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772511, Class: 0.567534, Obj: 0.000431, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000318, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379938, Class: 0.446243, Obj: 0.000716, No Obj: 0.000171, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.588706, Class: 0.583842, Obj: 0.001300, No Obj: 0.000378, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571947, Class: 0.618285, Obj: 0.000535, No Obj: 0.000172, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.316370, Class: 0.383290, Obj: 0.000349, No Obj: 0.000362, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499896, Class: 0.533398, Obj: 0.000221, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000382, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.217397, Class: 0.633618, Obj: 0.000695, No Obj: 0.000321, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526461, Class: 0.562534, Obj: 0.000320, No Obj: 0.000171, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000381, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.422843, Class: 0.323151, Obj: 0.000491, No Obj: 0.000323, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492543, Class: 0.524905, Obj: 0.000587, No Obj: 0.000174, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000391, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496158, Class: 0.676996, Obj: 0.000397, No Obj: 0.000319, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.580787, Class: 0.556210, Obj: 0.000811, No Obj: 0.000172, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 513: 0.623666, 0.944109 avg loss, 0.000069 rate, 3.903423 seconds, 32832 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421584, Class: 0.736454, Obj: 0.000149, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.703210, Class: 0.414503, Obj: 0.000517, No Obj: 0.000374, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.592092, Class: 0.650560, Obj: 0.000714, No Obj: 0.000316, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.349985, Class: 0.469475, Obj: 0.000254, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000374, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000318, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.374074, Class: 0.569652, Obj: 0.000371, No Obj: 0.000172, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000376, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557160, Class: 0.696713, Obj: 0.000367, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.407430, Class: 0.479946, Obj: 0.000289, No Obj: 0.000171, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.568722, Class: 0.260421, Obj: 0.000607, No Obj: 0.000357, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436400, Class: 0.551686, Obj: 0.000253, No Obj: 0.000167, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000361, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572866, Class: 0.610112, Obj: 0.000229, No Obj: 0.000318, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477178, Class: 0.616952, Obj: 0.000316, No Obj: 0.000171, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000368, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537262, Class: 0.585063, Obj: 0.000593, No Obj: 0.000173, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.748298, Class: 0.431822, Obj: 0.000786, No Obj: 0.000390, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.464733, Class: 0.592945, Obj: 0.000164, No Obj: 0.000320, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.414016, Class: 0.549479, Obj: 0.000616, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 514: 1.356290, 0.985327 avg loss, 0.000070 rate, 3.905472 seconds, 32896 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508291, Class: 0.717691, Obj: 0.000382, No Obj: 0.000314, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.441411, Class: 0.571669, Obj: 0.000384, No Obj: 0.000169, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000369, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534702, Class: 0.593804, Obj: 0.000424, No Obj: 0.000170, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000359, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340731, Class: 0.662615, Obj: 0.000283, No Obj: 0.000314, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.325457, Class: 0.552391, Obj: 0.000442, No Obj: 0.000172, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000384, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.303416, Class: 0.530875, Obj: 0.000502, No Obj: 0.000170, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000357, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000310, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555927, Class: 0.568994, Obj: 0.000236, No Obj: 0.000170, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000314, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421956, Class: 0.561629, Obj: 0.000386, No Obj: 0.000170, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430170, Class: 0.564944, Obj: 0.000250, No Obj: 0.000169, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000313, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 515: 1.128788, 0.999673 avg loss, 0.000070 rate, 3.918055 seconds, 32960 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.370453, Class: 0.413327, Obj: 0.001093, No Obj: 0.000392, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.577970, Class: 0.661985, Obj: 0.000328, No Obj: 0.000320, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.374613, Class: 0.636517, Obj: 0.000196, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381431, Class: 0.690093, Obj: 0.000561, No Obj: 0.000310, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.645927, Class: 0.574079, Obj: 0.001046, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000315, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517525, Class: 0.549707, Obj: 0.000232, No Obj: 0.000172, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000360, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451867, Class: 0.685725, Obj: 0.000966, No Obj: 0.000312, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000365, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259836, Class: 0.640192, Obj: 0.000341, No Obj: 0.000310, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603967, Class: 0.555741, Obj: 0.000652, No Obj: 0.000170, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.503484, Class: 0.543970, Obj: 0.000574, No Obj: 0.000392, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.321086, Class: 0.773059, Obj: 0.000246, No Obj: 0.000309, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400426, Class: 0.650060, Obj: 0.000321, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621311, Class: 0.586850, Obj: 0.001238, No Obj: 0.000312, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686339, Class: 0.421038, Obj: 0.000309, No Obj: 0.000169, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000421, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.343423, Class: 0.646595, Obj: 0.000322, No Obj: 0.000316, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.490359, Class: 0.594524, Obj: 0.000452, No Obj: 0.000171, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 516: 0.763685, 0.976075 avg loss, 0.000071 rate, 3.909986 seconds, 33024 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511547, Class: 0.542733, Obj: 0.000279, No Obj: 0.000164, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.747124, Class: 0.613244, Obj: 0.000742, No Obj: 0.000337, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477433, Class: 0.545424, Obj: 0.000358, No Obj: 0.000165, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000366, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582082, Class: 0.814641, Obj: 0.000303, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460622, Class: 0.574142, Obj: 0.000318, No Obj: 0.000165, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000387, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399378, Class: 0.565405, Obj: 0.000527, No Obj: 0.000169, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000386, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657629, Class: 0.710931, Obj: 0.001170, No Obj: 0.000310, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000362, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450247, Class: 0.644851, Obj: 0.000244, No Obj: 0.000307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569600, Class: 0.610792, Obj: 0.000730, No Obj: 0.000167, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000341, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.352768, Class: 0.705665, Obj: 0.002727, No Obj: 0.000306, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.428561, Class: 0.476954, Obj: 0.000252, No Obj: 0.000163, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000355, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.390260, Class: 0.595137, Obj: 0.000799, No Obj: 0.000165, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 517: 0.828903, 0.961357 avg loss, 0.000071 rate, 3.901594 seconds, 33088 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512836, Class: 0.548125, Obj: 0.000412, No Obj: 0.000166, .5R: 0.666667, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000362, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461339, Class: 0.624636, Obj: 0.000539, No Obj: 0.000168, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000359, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.351774, Class: 0.810208, Obj: 0.000274, No Obj: 0.000307, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.372598, Class: 0.561727, Obj: 0.000260, No Obj: 0.000165, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.588714, Class: 0.389496, Obj: 0.001259, No Obj: 0.000377, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000306, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.347358, Class: 0.585500, Obj: 0.000204, No Obj: 0.000167, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000352, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632779, Class: 0.630450, Obj: 0.000247, No Obj: 0.000304, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553658, Class: 0.561117, Obj: 0.000481, No Obj: 0.000164, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.859369, Class: 0.561431, Obj: 0.002878, No Obj: 0.000416, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415026, Class: 0.476301, Obj: 0.000264, No Obj: 0.000170, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000383, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.305368, Class: 0.789978, Obj: 0.000432, No Obj: 0.000305, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.273817, Class: 0.548144, Obj: 0.000461, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.244516, Class: 0.579176, Obj: 0.000904, No Obj: 0.000353, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.407482, Class: 0.578073, Obj: 0.000889, No Obj: 0.000304, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435969, Class: 0.616844, Obj: 0.000285, No Obj: 0.000161, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 518: 1.259160, 0.991138 avg loss, 0.000072 rate, 3.905634 seconds, 33152 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.177919, Class: 0.505038, Obj: 0.002246, No Obj: 0.000399, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.612379, Class: 0.738879, Obj: 0.001654, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450254, Class: 0.494570, Obj: 0.001041, No Obj: 0.000168, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.667585, Class: 0.371301, Obj: 0.001655, No Obj: 0.000354, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.500079, Class: 0.701334, Obj: 0.000860, No Obj: 0.000304, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.419036, Class: 0.609156, Obj: 0.000353, No Obj: 0.000164, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.401775, Class: 0.319721, Obj: 0.000456, No Obj: 0.000359, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.481476, Class: 0.642306, Obj: 0.000424, No Obj: 0.000304, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.335991, Class: 0.524227, Obj: 0.000126, No Obj: 0.000164, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000355, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.286087, Class: 0.685511, Obj: 0.000251, No Obj: 0.000307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467477, Class: 0.574755, Obj: 0.000321, No Obj: 0.000166, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533070, Class: 0.526897, Obj: 0.000236, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480936, Class: 0.725402, Obj: 0.000413, No Obj: 0.000308, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.566847, Class: 0.694227, Obj: 0.000538, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.177779, Class: 0.660960, Obj: 0.001495, No Obj: 0.000379, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.442963, Class: 0.427450, Obj: 0.000613, No Obj: 0.000306, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.464815, Class: 0.583473, Obj: 0.000554, No Obj: 0.000165, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546637, Class: 0.470266, Obj: 0.000547, No Obj: 0.000162, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 519: 1.438226, 1.035846 avg loss, 0.000073 rate, 3.928256 seconds, 33216 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.634296, Class: 0.300247, Obj: 0.000361, No Obj: 0.000355, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.599577, Class: 0.660664, Obj: 0.000319, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498327, Class: 0.532136, Obj: 0.000509, No Obj: 0.000163, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.212178, Class: 0.375993, Obj: 0.001765, No Obj: 0.000390, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.314290, Class: 0.586172, Obj: 0.000421, No Obj: 0.000306, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.460216, Class: 0.674939, Obj: 0.000403, No Obj: 0.000165, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.684107, Class: 0.281170, Obj: 0.000534, No Obj: 0.000335, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746385, Class: 0.576824, Obj: 0.000342, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650457, Class: 0.817615, Obj: 0.000605, No Obj: 0.000300, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509846, Class: 0.620531, Obj: 0.000528, No Obj: 0.000165, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000362, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.393190, Class: 0.432919, Obj: 0.000401, No Obj: 0.000164, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000370, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399624, Class: 0.678511, Obj: 0.000854, No Obj: 0.000301, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.362772, Class: 0.687978, Obj: 0.000683, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.482353, Class: 0.596786, Obj: 0.001123, No Obj: 0.000367, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730981, Class: 0.681261, Obj: 0.000548, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503720, Class: 0.637579, Obj: 0.000224, No Obj: 0.000164, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784570, Class: 0.636096, Obj: 0.000518, No Obj: 0.000301, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.565491, Class: 0.636466, Obj: 0.000459, No Obj: 0.000165, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 520: 0.807133, 1.012975 avg loss, 0.000073 rate, 3.913759 seconds, 33280 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480439, Class: 0.763961, Obj: 0.000676, No Obj: 0.000298, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.495936, Class: 0.514564, Obj: 0.000194, No Obj: 0.000163, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000384, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622141, Class: 0.676614, Obj: 0.000787, No Obj: 0.000303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415173, Class: 0.548294, Obj: 0.000355, No Obj: 0.000165, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433360, Class: 0.766416, Obj: 0.000292, No Obj: 0.000300, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412436, Class: 0.546497, Obj: 0.000526, No Obj: 0.000164, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583764, Class: 0.519469, Obj: 0.000390, No Obj: 0.000298, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.234495, Class: 0.338277, Obj: 0.000347, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000349, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511925, Class: 0.607088, Obj: 0.000451, No Obj: 0.000298, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.368300, Class: 0.575679, Obj: 0.000237, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000295, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475223, Class: 0.529567, Obj: 0.000714, No Obj: 0.000159, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788780, Class: 0.479405, Obj: 0.002022, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.438914, Class: 0.643716, Obj: 0.000387, No Obj: 0.000161, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.257178, Class: 0.536998, Obj: 0.000531, No Obj: 0.000352, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.464906, Class: 0.597837, Obj: 0.000232, No Obj: 0.000298, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371684, Class: 0.572054, Obj: 0.000412, No Obj: 0.000164, .5R: 0.142857, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 521: 1.248232, 1.036501 avg loss, 0.000074 rate, 3.927787 seconds, 33344 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000368, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.453209, Class: 0.523398, Obj: 0.000978, No Obj: 0.000171, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455243, Class: 0.444603, Obj: 0.001211, No Obj: 0.000296, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498961, Class: 0.539691, Obj: 0.001223, No Obj: 0.000167, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373057, Class: 0.649012, Obj: 0.000240, No Obj: 0.000296, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498302, Class: 0.525940, Obj: 0.000668, No Obj: 0.000165, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.701214, Class: 0.488048, Obj: 0.000903, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.494186, Class: 0.753532, Obj: 0.000134, No Obj: 0.000299, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.507709, Class: 0.580253, Obj: 0.000523, No Obj: 0.000165, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.484863, Class: 0.263363, Obj: 0.000088, No Obj: 0.000349, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000295, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456484, Class: 0.595804, Obj: 0.000237, No Obj: 0.000164, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.395744, Class: 0.542290, Obj: 0.000232, No Obj: 0.000359, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610370, Class: 0.611627, Obj: 0.001417, No Obj: 0.000298, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397779, Class: 0.586973, Obj: 0.000619, No Obj: 0.000160, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.464840, Class: 0.482810, Obj: 0.000286, No Obj: 0.000339, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.402637, Class: 0.691051, Obj: 0.001310, No Obj: 0.000295, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.539676, Class: 0.604410, Obj: 0.000718, No Obj: 0.000161, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000368, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.492094, Class: 0.588328, Obj: 0.001014, No Obj: 0.000164, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 522: 1.056100, 1.038461 avg loss, 0.000074 rate, 3.919804 seconds, 33408 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.370994, Class: 0.477561, Obj: 0.000279, No Obj: 0.000369, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.226681, Class: 0.765728, Obj: 0.000263, No Obj: 0.000293, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.454323, Class: 0.599401, Obj: 0.000581, No Obj: 0.000164, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000357, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504499, Class: 0.791066, Obj: 0.000443, No Obj: 0.000291, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.458102, Class: 0.464073, Obj: 0.000170, No Obj: 0.000161, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000331, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362961, Class: 0.740425, Obj: 0.000256, No Obj: 0.000294, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641042, Class: 0.542349, Obj: 0.000413, No Obj: 0.000163, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339663, Class: 0.826355, Obj: 0.001190, No Obj: 0.000291, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.377024, Class: 0.506063, Obj: 0.000374, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000396, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603131, Class: 0.692020, Obj: 0.000167, No Obj: 0.000297, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.316272, Class: 0.454685, Obj: 0.000338, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.305995, Class: 0.372969, Obj: 0.000183, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000341, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.384893, Class: 0.588678, Obj: 0.000343, No Obj: 0.000295, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.318038, Class: 0.549200, Obj: 0.000463, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.227816, Class: 0.453521, Obj: 0.000773, No Obj: 0.000326, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.295921, Class: 0.626894, Obj: 0.001449, No Obj: 0.000294, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.409005, Class: 0.484423, Obj: 0.000322, No Obj: 0.000159, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 523: 1.128245, 1.047439 avg loss, 0.000075 rate, 3.917256 seconds, 33472 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309130, Class: 0.374600, Obj: 0.000355, No Obj: 0.000291, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.407323, Class: 0.607382, Obj: 0.001802, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.183356, Class: 0.428952, Obj: 0.001034, No Obj: 0.000359, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.615702, Class: 0.670657, Obj: 0.000745, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.506658, Class: 0.446040, Obj: 0.000365, No Obj: 0.000166, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000321, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492235, Class: 0.646407, Obj: 0.000816, No Obj: 0.000289, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.444507, Class: 0.608002, Obj: 0.000297, No Obj: 0.000156, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632132, Class: 0.426746, Obj: 0.000608, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000342, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.319946, Class: 0.507848, Obj: 0.000194, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000340, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637409, Class: 0.267427, Obj: 0.000148, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.319033, Class: 0.729502, Obj: 0.000597, No Obj: 0.000292, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.295073, Class: 0.463168, Obj: 0.000151, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475956, Class: 0.567274, Obj: 0.000515, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 524: 0.795215, 1.022217 avg loss, 0.000075 rate, 3.896612 seconds, 33536 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362099, Class: 0.584420, Obj: 0.000428, No Obj: 0.000289, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727771, Class: 0.595863, Obj: 0.000299, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000370, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.258266, Class: 0.563312, Obj: 0.000238, No Obj: 0.000291, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.495378, Class: 0.579420, Obj: 0.000604, No Obj: 0.000163, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.738185, Class: 0.258169, Obj: 0.001156, No Obj: 0.000340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.571530, Class: 0.801196, Obj: 0.000636, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776998, Class: 0.411298, Obj: 0.001046, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413413, Class: 0.500624, Obj: 0.000728, No Obj: 0.000159, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557786, Class: 0.549326, Obj: 0.000471, No Obj: 0.000292, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.392888, Class: 0.554537, Obj: 0.000301, No Obj: 0.000162, .5R: 0.222222, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000378, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.159808, Class: 0.782179, Obj: 0.000214, No Obj: 0.000291, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769219, Class: 0.527621, Obj: 0.000931, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569385, Class: 0.413303, Obj: 0.000315, No Obj: 0.000289, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343274, Class: 0.465800, Obj: 0.000424, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702601, Class: 0.600953, Obj: 0.000887, No Obj: 0.000160, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 525: 0.960010, 1.015996 avg loss, 0.000076 rate, 3.923624 seconds, 33600 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.388448, Class: 0.590262, Obj: 0.000597, No Obj: 0.000283, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417109, Class: 0.510271, Obj: 0.000434, No Obj: 0.000161, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000359, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354517, Class: 0.794731, Obj: 0.000964, No Obj: 0.000293, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.450767, Class: 0.475244, Obj: 0.000465, No Obj: 0.000161, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394423, Class: 0.733389, Obj: 0.000352, No Obj: 0.000289, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796911, Class: 0.644269, Obj: 0.000224, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000346, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502664, Class: 0.507281, Obj: 0.000886, No Obj: 0.000163, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000326, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494493, Class: 0.544127, Obj: 0.000178, No Obj: 0.000286, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467435, Class: 0.501185, Obj: 0.000557, No Obj: 0.000158, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000347, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420927, Class: 0.731478, Obj: 0.000486, No Obj: 0.000290, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339521, Class: 0.525140, Obj: 0.000959, No Obj: 0.000159, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596929, Class: 0.720494, Obj: 0.000645, No Obj: 0.000285, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.503712, Class: 0.615165, Obj: 0.000595, No Obj: 0.000161, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000371, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.199062, Class: 0.635731, Obj: 0.000428, No Obj: 0.000285, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662126, Class: 0.463791, Obj: 0.000361, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 526: 1.049673, 1.019364 avg loss, 0.000077 rate, 3.921208 seconds, 33664 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000342, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678391, Class: 0.804222, Obj: 0.000129, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.352179, Class: 0.551096, Obj: 0.000337, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801677, Class: 0.695111, Obj: 0.001623, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.447119, Class: 0.476915, Obj: 0.000579, No Obj: 0.000155, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523634, Class: 0.853158, Obj: 0.000711, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536135, Class: 0.496832, Obj: 0.000471, No Obj: 0.000155, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000332, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342071, Class: 0.443375, Obj: 0.000907, No Obj: 0.000281, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505690, Class: 0.580642, Obj: 0.001856, No Obj: 0.000158, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.284015, Class: 0.476413, Obj: 0.000220, No Obj: 0.000279, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535622, Class: 0.441641, Obj: 0.000040, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.136738, Class: 0.782034, Obj: 0.000217, No Obj: 0.000284, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441460, Class: 0.529579, Obj: 0.000374, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.178705, Class: 0.370007, Obj: 0.001295, No Obj: 0.000328, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000285, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651802, Class: 0.528493, Obj: 0.001121, No Obj: 0.000156, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614813, Class: 0.757658, Obj: 0.000598, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.333344, Class: 0.543949, Obj: 0.000150, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 527: 0.693007, 0.986728 avg loss, 0.000077 rate, 3.906645 seconds, 33728 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000332, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558196, Class: 0.508077, Obj: 0.000625, No Obj: 0.000284, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.335303, Class: 0.453780, Obj: 0.000365, No Obj: 0.000158, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000330, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.304430, Class: 0.609028, Obj: 0.000336, No Obj: 0.000153, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.344287, Class: 0.529092, Obj: 0.000623, No Obj: 0.000159, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573503, Class: 0.669936, Obj: 0.000302, No Obj: 0.000162, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000331, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000285, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528971, Class: 0.680664, Obj: 0.000261, No Obj: 0.000154, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468719, Class: 0.552011, Obj: 0.000593, No Obj: 0.000154, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.371439, Class: 0.502077, Obj: 0.000468, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.698737, Class: 0.373047, Obj: 0.001409, No Obj: 0.000330, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000283, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.280798, Class: 0.367767, Obj: 0.000107, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 528: 1.064869, 0.994542 avg loss, 0.000078 rate, 3.922522 seconds, 33792 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.375111, Class: 0.780103, Obj: 0.000592, No Obj: 0.000283, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.358166, Class: 0.641030, Obj: 0.000532, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511568, Class: 0.703308, Obj: 0.000598, No Obj: 0.000283, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.553641, Class: 0.609752, Obj: 0.000764, No Obj: 0.000156, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259392, Class: 0.579215, Obj: 0.000434, No Obj: 0.000281, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.553805, Class: 0.571152, Obj: 0.000517, No Obj: 0.000160, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.306773, Class: 0.496769, Obj: 0.000814, No Obj: 0.000283, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.364835, Class: 0.478098, Obj: 0.000558, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000282, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.459711, Class: 0.599403, Obj: 0.000462, No Obj: 0.000157, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486925, Class: 0.557851, Obj: 0.000440, No Obj: 0.000155, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000331, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401948, Class: 0.674820, Obj: 0.000457, No Obj: 0.000155, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506930, Class: 0.813625, Obj: 0.001122, No Obj: 0.000282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516761, Class: 0.593514, Obj: 0.000479, No Obj: 0.000156, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 529: 1.083680, 1.003456 avg loss, 0.000078 rate, 3.923931 seconds, 33856 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700993, Class: 0.657517, Obj: 0.000751, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000349, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.180576, Class: 0.281088, Obj: 0.000029, No Obj: 0.000277, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000355, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000280, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486217, Class: 0.536951, Obj: 0.000272, No Obj: 0.000155, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511469, Class: 0.550430, Obj: 0.000426, No Obj: 0.000277, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.192470, Class: 0.512461, Obj: 0.000343, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.594945, Class: 0.675488, Obj: 0.001024, No Obj: 0.000321, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000278, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.492205, Class: 0.644865, Obj: 0.000490, No Obj: 0.000153, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.720311, Class: 0.382998, Obj: 0.003038, No Obj: 0.000422, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.519125, Class: 0.659461, Obj: 0.000413, No Obj: 0.000286, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.444913, Class: 0.535702, Obj: 0.000272, No Obj: 0.000164, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510877, Class: 0.456370, Obj: 0.000291, No Obj: 0.000156, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000322, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614915, Class: 0.728391, Obj: 0.000659, No Obj: 0.000275, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.471900, Class: 0.595395, Obj: 0.000599, No Obj: 0.000153, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 530: 1.002189, 1.003329 avg loss, 0.000079 rate, 3.918413 seconds, 33920 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.228369, Class: 0.784313, Obj: 0.000381, No Obj: 0.000277, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433283, Class: 0.521196, Obj: 0.000335, No Obj: 0.000154, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.443297, Class: 0.647054, Obj: 0.000922, No Obj: 0.000340, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647440, Class: 0.612459, Obj: 0.000634, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.461699, Class: 0.426845, Obj: 0.000138, No Obj: 0.000338, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.607728, Class: 0.633893, Obj: 0.000703, No Obj: 0.000280, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.423082, Class: 0.435301, Obj: 0.000498, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.395034, Class: 0.507333, Obj: 0.000189, No Obj: 0.000302, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.190166, Class: 0.886123, Obj: 0.000432, No Obj: 0.000274, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339297, Class: 0.533827, Obj: 0.000619, No Obj: 0.000154, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636466, Class: 0.705565, Obj: 0.000472, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524100, Class: 0.631217, Obj: 0.000236, No Obj: 0.000155, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.584210, Class: 0.355480, Obj: 0.000600, No Obj: 0.000343, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000277, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462423, Class: 0.617502, Obj: 0.000971, No Obj: 0.000153, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000275, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.297549, Class: 0.542549, Obj: 0.000415, No Obj: 0.000150, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.191644, Class: 0.425168, Obj: 0.000126, No Obj: 0.000295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.412704, Class: 0.510809, Obj: 0.000351, No Obj: 0.000271, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784653, Class: 0.623101, Obj: 0.000211, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 531: 1.068166, 1.009813 avg loss, 0.000080 rate, 3.917470 seconds, 33984 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000306, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420783, Class: 0.750526, Obj: 0.001000, No Obj: 0.000274, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.504574, Class: 0.673829, Obj: 0.000564, No Obj: 0.000157, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.395393, Class: 0.327776, Obj: 0.000116, No Obj: 0.000313, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.349431, Class: 0.546370, Obj: 0.000593, No Obj: 0.000273, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.399876, Class: 0.625402, Obj: 0.000359, No Obj: 0.000155, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000322, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.272040, Class: 0.587696, Obj: 0.000834, No Obj: 0.000276, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.358705, Class: 0.489977, Obj: 0.000649, No Obj: 0.000153, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446344, Class: 0.454712, Obj: 0.000439, No Obj: 0.000273, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.197657, Class: 0.497562, Obj: 0.000312, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000334, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651737, Class: 0.359536, Obj: 0.000461, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.079980, Class: 0.740764, Obj: 0.000209, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464876, Class: 0.498845, Obj: 0.000663, No Obj: 0.000156, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000299, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587857, Class: 0.725515, Obj: 0.002083, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475684, Class: 0.486355, Obj: 0.000490, No Obj: 0.000150, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419372, Class: 0.683717, Obj: 0.003803, No Obj: 0.000276, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.634596, Class: 0.636211, Obj: 0.000301, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 532: 1.331032, 1.041935 avg loss, 0.000080 rate, 3.922937 seconds, 34048 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362209, Class: 0.733654, Obj: 0.000592, No Obj: 0.000270, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.492639, Class: 0.555266, Obj: 0.000519, No Obj: 0.000154, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000275, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634733, Class: 0.624852, Obj: 0.000763, No Obj: 0.000154, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.352882, Class: 0.512842, Obj: 0.000418, No Obj: 0.000321, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.229880, Class: 0.595539, Obj: 0.000582, No Obj: 0.000271, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429719, Class: 0.593243, Obj: 0.000750, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641223, Class: 0.688061, Obj: 0.000573, No Obj: 0.000271, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.486230, Class: 0.430686, Obj: 0.000817, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.593580, Class: 0.533705, Obj: 0.000441, No Obj: 0.000357, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.675651, Class: 0.684937, Obj: 0.001142, No Obj: 0.000277, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.396796, Class: 0.550555, Obj: 0.000731, No Obj: 0.000156, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.555013, Class: 0.365661, Obj: 0.001135, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431427, Class: 0.770867, Obj: 0.000336, No Obj: 0.000272, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.346786, Class: 0.593542, Obj: 0.000517, No Obj: 0.000153, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547987, Class: 0.556981, Obj: 0.000596, No Obj: 0.000152, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428664, Class: 0.630925, Obj: 0.000511, No Obj: 0.000150, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 533: 0.993839, 1.037125 avg loss, 0.000081 rate, 3.921461 seconds, 34112 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000297, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633263, Class: 0.614546, Obj: 0.000609, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487354, Class: 0.523949, Obj: 0.000487, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000297, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409549, Class: 0.623999, Obj: 0.000780, No Obj: 0.000149, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000322, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.261270, Class: 0.517289, Obj: 0.000294, No Obj: 0.000152, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.338588, Class: 0.584934, Obj: 0.000595, No Obj: 0.000149, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530666, Class: 0.569903, Obj: 0.000714, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000308, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378286, Class: 0.673645, Obj: 0.000520, No Obj: 0.000264, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.396451, Class: 0.430997, Obj: 0.000710, No Obj: 0.000150, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.549280, Class: 0.551026, Obj: 0.001461, No Obj: 0.000333, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.331745, Class: 0.558346, Obj: 0.000644, No Obj: 0.000270, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.429534, Class: 0.516181, Obj: 0.000607, No Obj: 0.000157, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000325, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691984, Class: 0.618735, Obj: 0.000519, No Obj: 0.000269, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.409140, Class: 0.482189, Obj: 0.000183, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 534: 1.091568, 1.042570 avg loss, 0.000081 rate, 3.916426 seconds, 34176 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473585, Class: 0.854530, Obj: 0.001137, No Obj: 0.000265, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425837, Class: 0.420792, Obj: 0.000250, No Obj: 0.000153, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000323, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392069, Class: 0.712055, Obj: 0.001431, No Obj: 0.000266, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347773, Class: 0.564734, Obj: 0.000824, No Obj: 0.000149, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.510906, Class: 0.424473, Obj: 0.002809, No Obj: 0.000319, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.466392, Class: 0.776910, Obj: 0.000865, No Obj: 0.000267, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.558289, Class: 0.585976, Obj: 0.000958, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544173, Class: 0.750842, Obj: 0.000511, No Obj: 0.000266, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.444541, Class: 0.580549, Obj: 0.000379, No Obj: 0.000152, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000308, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.420782, Class: 0.524043, Obj: 0.000645, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366279, Class: 0.619537, Obj: 0.000436, No Obj: 0.000148, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681490, Class: 0.612838, Obj: 0.001686, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.396921, Class: 0.504202, Obj: 0.000353, No Obj: 0.000152, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.641150, Class: 0.501982, Obj: 0.001589, No Obj: 0.000366, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.526765, Class: 0.675916, Obj: 0.000599, No Obj: 0.000275, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.873832, Class: 0.644986, Obj: 0.000277, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 535: 1.162927, 1.054605 avg loss, 0.000082 rate, 3.925617 seconds, 34240 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552510, Class: 0.742023, Obj: 0.000183, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600768, Class: 0.410044, Obj: 0.000604, No Obj: 0.000147, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.521192, Class: 0.258292, Obj: 0.000931, No Obj: 0.000322, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379042, Class: 0.508374, Obj: 0.000561, No Obj: 0.000153, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000322, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508185, Class: 0.366101, Obj: 0.000316, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570044, Class: 0.519712, Obj: 0.000474, No Obj: 0.000151, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.385055, Class: 0.359629, Obj: 0.001085, No Obj: 0.000306, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.509276, Class: 0.634770, Obj: 0.000311, No Obj: 0.000152, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000262, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.209478, Class: 0.420262, Obj: 0.000253, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734892, Class: 0.577155, Obj: 0.000355, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415793, Class: 0.499412, Obj: 0.000349, No Obj: 0.000147, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623415, Class: 0.452321, Obj: 0.000195, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.338939, Class: 0.605634, Obj: 0.000242, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410403, Class: 0.535049, Obj: 0.000387, No Obj: 0.000152, .5R: 0.285714, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 536: 0.956690, 1.044814 avg loss, 0.000083 rate, 3.929905 seconds, 34304 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000341, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.308001, Class: 0.749842, Obj: 0.000172, No Obj: 0.000263, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482946, Class: 0.596638, Obj: 0.000787, No Obj: 0.000156, .5R: 0.500000, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.291476, Class: 0.805372, Obj: 0.000480, No Obj: 0.000260, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.521583, Class: 0.599989, Obj: 0.000500, No Obj: 0.000149, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.344766, Class: 0.384810, Obj: 0.000449, No Obj: 0.000300, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.347006, Class: 0.642338, Obj: 0.000490, No Obj: 0.000265, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.452248, Class: 0.521664, Obj: 0.000553, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000302, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493628, Class: 0.524580, Obj: 0.000280, No Obj: 0.000147, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637210, Class: 0.741483, Obj: 0.000829, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603028, Class: 0.582086, Obj: 0.000822, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903426, Class: 0.308687, Obj: 0.000840, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.378153, Class: 0.525941, Obj: 0.000417, No Obj: 0.000149, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000315, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000262, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526954, Class: 0.511289, Obj: 0.000845, No Obj: 0.000152, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000319, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.285723, Class: 0.551831, Obj: 0.000322, No Obj: 0.000263, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.548742, Class: 0.525422, Obj: 0.000550, No Obj: 0.000152, .5R: 0.500000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 537: 1.320007, 1.072333 avg loss, 0.000083 rate, 3.927662 seconds, 34368 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.528575, Class: 0.467511, Obj: 0.000434, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.486898, Class: 0.574644, Obj: 0.001330, No Obj: 0.000266, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.523957, Class: 0.488351, Obj: 0.000994, No Obj: 0.000154, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.659721, Class: 0.441774, Obj: 0.000361, No Obj: 0.000313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474940, Class: 0.551172, Obj: 0.001158, No Obj: 0.000149, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.222656, Class: 0.376206, Obj: 0.000002, No Obj: 0.000322, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.510566, Class: 0.690497, Obj: 0.000459, No Obj: 0.000269, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.504880, Class: 0.621028, Obj: 0.000148, No Obj: 0.000157, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000326, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621270, Class: 0.852831, Obj: 0.000481, No Obj: 0.000264, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.578045, Class: 0.473504, Obj: 0.000196, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.708042, Class: 0.503549, Obj: 0.000881, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.504115, Class: 0.837751, Obj: 0.001022, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.455157, Class: 0.612444, Obj: 0.000867, No Obj: 0.000151, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.550125, Class: 0.522475, Obj: 0.000514, No Obj: 0.000327, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.880927, Class: 0.692327, Obj: 0.000689, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.217777, Class: 0.634462, Obj: 0.000417, No Obj: 0.000153, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.418490, Class: 0.523619, Obj: 0.001092, No Obj: 0.000331, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647809, Class: 0.802294, Obj: 0.000230, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.375166, Class: 0.599474, Obj: 0.000305, No Obj: 0.000152, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446079, Class: 0.759781, Obj: 0.000723, No Obj: 0.000262, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 538: 1.062627, 1.071362 avg loss, 0.000084 rate, 3.919005 seconds, 34432 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000310, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416543, Class: 0.581424, Obj: 0.000641, No Obj: 0.000148, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.665026, Class: 0.565073, Obj: 0.000324, No Obj: 0.000298, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000262, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395720, Class: 0.610626, Obj: 0.000186, No Obj: 0.000151, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433688, Class: 0.721808, Obj: 0.000876, No Obj: 0.000260, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.207209, Class: 0.453920, Obj: 0.000030, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342087, Class: 0.763445, Obj: 0.000960, No Obj: 0.000262, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.378307, Class: 0.519982, Obj: 0.000319, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.477183, Class: 0.177008, Obj: 0.000236, No Obj: 0.000274, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686914, Class: 0.648835, Obj: 0.000186, No Obj: 0.000259, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.378250, Class: 0.582959, Obj: 0.000407, No Obj: 0.000153, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000323, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494788, Class: 0.481707, Obj: 0.000096, No Obj: 0.000258, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435585, Class: 0.601672, Obj: 0.000785, No Obj: 0.000151, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000302, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.306024, Class: 0.751621, Obj: 0.001583, No Obj: 0.000259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365746, Class: 0.535173, Obj: 0.000412, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 539: 1.138825, 1.078109 avg loss, 0.000084 rate, 3.921976 seconds, 34496 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000323, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480249, Class: 0.370090, Obj: 0.000319, No Obj: 0.000256, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.424942, Class: 0.528627, Obj: 0.000569, No Obj: 0.000146, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435509, Class: 0.647918, Obj: 0.000203, No Obj: 0.000259, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.451934, Class: 0.571444, Obj: 0.000348, No Obj: 0.000151, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510614, Class: 0.629058, Obj: 0.000689, No Obj: 0.000258, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.768650, Class: 0.581026, Obj: 0.001321, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.270111, Class: 0.727702, Obj: 0.001067, No Obj: 0.000255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583833, Class: 0.645957, Obj: 0.000419, No Obj: 0.000146, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366204, Class: 0.645244, Obj: 0.000597, No Obj: 0.000256, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.621626, Class: 0.514481, Obj: 0.001227, No Obj: 0.000149, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487766, Class: 0.579605, Obj: 0.000489, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000314, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477717, Class: 0.703106, Obj: 0.000278, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000342, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458378, Class: 0.560415, Obj: 0.000203, No Obj: 0.000153, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 540: 0.862163, 1.056514 avg loss, 0.000085 rate, 3.923689 seconds, 34560 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525107, Class: 0.586592, Obj: 0.000889, No Obj: 0.000148, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494619, Class: 0.737758, Obj: 0.001141, No Obj: 0.000256, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.395803, Class: 0.475074, Obj: 0.000771, No Obj: 0.000152, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000324, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541449, Class: 0.647270, Obj: 0.000562, No Obj: 0.000257, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.378905, Class: 0.635379, Obj: 0.001574, No Obj: 0.000152, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.207491, Class: 0.703834, Obj: 0.000255, No Obj: 0.000298, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.291776, Class: 0.516900, Obj: 0.000516, No Obj: 0.000255, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.402116, Class: 0.622559, Obj: 0.000574, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733023, Class: 0.781880, Obj: 0.000241, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.405280, Class: 0.627769, Obj: 0.000773, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.803579, Class: 0.438021, Obj: 0.000227, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.356855, Class: 0.605887, Obj: 0.000533, No Obj: 0.000149, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445802, Class: 0.731954, Obj: 0.000284, No Obj: 0.000256, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.440190, Class: 0.502599, Obj: 0.000488, No Obj: 0.000149, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631535, Class: 0.583203, Obj: 0.000625, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.337361, Class: 0.560898, Obj: 0.001606, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 541: 1.244645, 1.075327 avg loss, 0.000086 rate, 3.924924 seconds, 34624 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554324, Class: 0.528819, Obj: 0.000705, No Obj: 0.000145, .5R: 0.500000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.681173, Class: 0.474282, Obj: 0.000503, No Obj: 0.000285, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.438781, Class: 0.572531, Obj: 0.001160, No Obj: 0.000255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.316985, Class: 0.619400, Obj: 0.000421, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.350983, Class: 0.305819, Obj: 0.000162, No Obj: 0.000306, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520521, Class: 0.681556, Obj: 0.000813, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.663108, Class: 0.563584, Obj: 0.000523, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.534028, Class: 0.619252, Obj: 0.000670, No Obj: 0.000259, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.523803, Class: 0.523026, Obj: 0.000476, No Obj: 0.000150, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000308, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654043, Class: 0.682568, Obj: 0.000625, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.486722, Class: 0.632869, Obj: 0.000549, No Obj: 0.000148, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423859, Class: 0.664331, Obj: 0.000234, No Obj: 0.000256, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.445297, Class: 0.646808, Obj: 0.000421, No Obj: 0.000152, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646411, Class: 0.477352, Obj: 0.000581, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426012, Class: 0.695019, Obj: 0.000339, No Obj: 0.000146, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.348431, Class: 0.780528, Obj: 0.000186, No Obj: 0.000255, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444751, Class: 0.434570, Obj: 0.001326, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 542: 0.894887, 1.057283 avg loss, 0.000086 rate, 3.924660 seconds, 34688 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476226, Class: 0.787248, Obj: 0.000669, No Obj: 0.000253, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.223175, Class: 0.612060, Obj: 0.000342, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.441667, Class: 0.467010, Obj: 0.000574, No Obj: 0.000307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.473227, Class: 0.751521, Obj: 0.000324, No Obj: 0.000253, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462763, Class: 0.597392, Obj: 0.000779, No Obj: 0.000152, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.529272, Class: 0.366737, Obj: 0.001580, No Obj: 0.000303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.611253, Class: 0.716220, Obj: 0.000581, No Obj: 0.000254, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425638, Class: 0.558030, Obj: 0.000956, No Obj: 0.000151, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000299, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369361, Class: 0.336606, Obj: 0.000557, No Obj: 0.000253, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403473, Class: 0.574040, Obj: 0.000212, No Obj: 0.000148, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.244907, Class: 0.589081, Obj: 0.000065, No Obj: 0.000249, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.518906, Class: 0.633102, Obj: 0.000950, No Obj: 0.000145, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632068, Class: 0.779531, Obj: 0.000919, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.464075, Class: 0.600699, Obj: 0.000403, No Obj: 0.000151, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.789021, Class: 0.679645, Obj: 0.000325, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574801, Class: 0.468087, Obj: 0.000871, No Obj: 0.000148, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.722082, Class: 0.371097, Obj: 0.003128, No Obj: 0.000322, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.290534, Class: 0.658780, Obj: 0.000220, No Obj: 0.000259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432250, Class: 0.664543, Obj: 0.000413, No Obj: 0.000154, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 543: 1.083090, 1.059864 avg loss, 0.000087 rate, 3.924611 seconds, 34752 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519456, Class: 0.590479, Obj: 0.000498, No Obj: 0.000149, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.225347, Class: 0.697829, Obj: 0.000315, No Obj: 0.000251, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445152, Class: 0.617598, Obj: 0.000043, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427411, Class: 0.598407, Obj: 0.000958, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000283, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583351, Class: 0.697626, Obj: 0.000655, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.423725, Class: 0.639172, Obj: 0.001764, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494486, Class: 0.554943, Obj: 0.000542, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469540, Class: 0.759073, Obj: 0.000424, No Obj: 0.000250, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.407618, Class: 0.600529, Obj: 0.000681, No Obj: 0.000151, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445283, Class: 0.547369, Obj: 0.000120, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409728, Class: 0.603580, Obj: 0.000528, No Obj: 0.000146, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 544: 0.755938, 1.029471 avg loss, 0.000088 rate, 3.911546 seconds, 34816 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000293, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.245748, Class: 0.499719, Obj: 0.000954, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.313681, Class: 0.661301, Obj: 0.000542, No Obj: 0.000250, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.591408, Class: 0.633621, Obj: 0.000347, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.399819, Class: 0.510717, Obj: 0.001417, No Obj: 0.000292, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643182, Class: 0.536720, Obj: 0.000372, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526062, Class: 0.509718, Obj: 0.000687, No Obj: 0.000143, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.245963, Class: 0.216231, Obj: 0.000534, No Obj: 0.000304, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.574465, Class: 0.620811, Obj: 0.000961, No Obj: 0.000249, .5R: 0.600000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.853678, Class: 0.545655, Obj: 0.001026, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000280, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532285, Class: 0.565225, Obj: 0.000895, No Obj: 0.000149, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.496769, Class: 0.488432, Obj: 0.000315, No Obj: 0.000278, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.208549, Class: 0.773391, Obj: 0.000276, No Obj: 0.000248, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490732, Class: 0.556760, Obj: 0.000462, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325851, Class: 0.643317, Obj: 0.001665, No Obj: 0.000250, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.460284, Class: 0.567099, Obj: 0.000384, No Obj: 0.000145, .5R: 0.200000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 545: 0.893405, 1.015864 avg loss, 0.000088 rate, 3.927871 seconds, 34880 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000295, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511941, Class: 0.591073, Obj: 0.001296, No Obj: 0.000149, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530924, Class: 0.516056, Obj: 0.000672, No Obj: 0.000145, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.475347, Class: 0.437456, Obj: 0.001118, No Obj: 0.000316, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.896105, Class: 0.551055, Obj: 0.000375, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.469558, Class: 0.564781, Obj: 0.000387, No Obj: 0.000147, .5R: 0.400000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340354, Class: 0.461829, Obj: 0.001175, No Obj: 0.000245, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.456422, Class: 0.515950, Obj: 0.000452, No Obj: 0.000146, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.395120, Class: 0.524710, Obj: 0.000367, No Obj: 0.000143, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454849, Class: 0.656167, Obj: 0.000781, No Obj: 0.000246, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.639445, Class: 0.647930, Obj: 0.001154, No Obj: 0.000147, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500952, Class: 0.665094, Obj: 0.000588, No Obj: 0.000245, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.398334, Class: 0.462025, Obj: 0.000546, No Obj: 0.000147, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572234, Class: 0.595716, Obj: 0.000632, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.413823, Class: 0.559169, Obj: 0.000275, No Obj: 0.000144, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 546: 1.441266, 1.058405 avg loss, 0.000089 rate, 3.941000 seconds, 34944 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000331, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527091, Class: 0.682318, Obj: 0.000994, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511266, Class: 0.492803, Obj: 0.000471, No Obj: 0.000148, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636081, Class: 0.698349, Obj: 0.000701, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469793, Class: 0.539183, Obj: 0.000520, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.274538, Class: 0.567819, Obj: 0.000383, No Obj: 0.000246, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.391795, Class: 0.592577, Obj: 0.000879, No Obj: 0.000146, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642271, Class: 0.730029, Obj: 0.000221, No Obj: 0.000247, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.427866, Class: 0.535300, Obj: 0.000527, No Obj: 0.000146, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508402, Class: 0.756056, Obj: 0.000420, No Obj: 0.000245, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.563506, Class: 0.465332, Obj: 0.000832, No Obj: 0.000147, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451981, Class: 0.707345, Obj: 0.000260, No Obj: 0.000248, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.390484, Class: 0.504853, Obj: 0.002423, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414806, Class: 0.745683, Obj: 0.000291, No Obj: 0.000248, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.505316, Class: 0.514921, Obj: 0.000219, No Obj: 0.000146, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 547: 0.935260, 1.046090 avg loss, 0.000090 rate, 3.921574 seconds, 35008 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692460, Class: 0.787513, Obj: 0.000105, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.373341, Class: 0.601508, Obj: 0.001963, No Obj: 0.000144, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.224012, Class: 0.534828, Obj: 0.001023, No Obj: 0.000243, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577554, Class: 0.551921, Obj: 0.001199, No Obj: 0.000141, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.862567, Class: 0.341572, Obj: 0.000599, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.562027, Class: 0.471980, Obj: 0.001108, No Obj: 0.000244, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.690844, Class: 0.655348, Obj: 0.000401, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496434, Class: 0.589184, Obj: 0.000947, No Obj: 0.000151, .5R: 0.444444, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625113, Class: 0.621220, Obj: 0.000452, No Obj: 0.000243, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.456772, Class: 0.417527, Obj: 0.000363, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.299432, Class: 0.652515, Obj: 0.001833, No Obj: 0.000241, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.402386, Class: 0.591568, Obj: 0.000554, No Obj: 0.000146, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630465, Class: 0.807697, Obj: 0.001341, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483326, Class: 0.598955, Obj: 0.000575, No Obj: 0.000151, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678523, Class: 0.694616, Obj: 0.000948, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.421023, Class: 0.550637, Obj: 0.000372, No Obj: 0.000151, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 548: 1.030080, 1.044489 avg loss, 0.000090 rate, 3.931763 seconds, 35072 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.485248, Class: 0.595562, Obj: 0.001092, No Obj: 0.000307, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.356726, Class: 0.561620, Obj: 0.000346, No Obj: 0.000246, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.570187, Class: 0.621009, Obj: 0.000390, No Obj: 0.000146, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673178, Class: 0.747988, Obj: 0.000920, No Obj: 0.000243, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.453003, Class: 0.595813, Obj: 0.001597, No Obj: 0.000147, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000329, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516710, Class: 0.795081, Obj: 0.000550, No Obj: 0.000241, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.395379, Class: 0.611831, Obj: 0.000630, No Obj: 0.000150, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450912, Class: 0.739587, Obj: 0.000646, No Obj: 0.000241, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.539043, Class: 0.686922, Obj: 0.001387, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.422328, Class: 0.518010, Obj: 0.000452, No Obj: 0.000292, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513235, Class: 0.507492, Obj: 0.000308, No Obj: 0.000145, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504304, Class: 0.773265, Obj: 0.000887, No Obj: 0.000242, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.456241, Class: 0.521298, Obj: 0.000544, No Obj: 0.000147, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.798707, Class: 0.496932, Obj: 0.001807, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.663805, Class: 0.406996, Obj: 0.000190, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400187, Class: 0.534811, Obj: 0.000192, No Obj: 0.000147, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518043, Class: 0.660603, Obj: 0.000419, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594539, Class: 0.501648, Obj: 0.000821, No Obj: 0.000141, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 549: 1.177066, 1.057747 avg loss, 0.000091 rate, 3.922891 seconds, 35136 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000283, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554509, Class: 0.692641, Obj: 0.000308, No Obj: 0.000238, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.247201, Class: 0.578972, Obj: 0.000667, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386719, Class: 0.562587, Obj: 0.000292, No Obj: 0.000144, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455264, Class: 0.707779, Obj: 0.000564, No Obj: 0.000241, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.457075, Class: 0.543841, Obj: 0.000379, No Obj: 0.000142, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645133, Class: 0.846008, Obj: 0.000465, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557281, Class: 0.600650, Obj: 0.000553, No Obj: 0.000142, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.447928, Class: 0.522849, Obj: 0.000131, No Obj: 0.000295, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.514658, Class: 0.690487, Obj: 0.000629, No Obj: 0.000241, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.468318, Class: 0.457458, Obj: 0.000161, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523762, Class: 0.626411, Obj: 0.000678, No Obj: 0.000242, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.618720, Class: 0.662068, Obj: 0.000586, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433864, Class: 0.611811, Obj: 0.000838, No Obj: 0.000145, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406766, Class: 0.773830, Obj: 0.000333, No Obj: 0.000240, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460359, Class: 0.680908, Obj: 0.000685, No Obj: 0.000142, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 550: 1.025996, 1.054572 avg loss, 0.000092 rate, 3.918972 seconds, 35200 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458001, Class: 0.578911, Obj: 0.000535, No Obj: 0.000149, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412925, Class: 0.511039, Obj: 0.001161, No Obj: 0.000143, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472609, Class: 0.528409, Obj: 0.000628, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434510, Class: 0.591344, Obj: 0.001316, No Obj: 0.000148, .5R: 0.300000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627130, Class: 0.688598, Obj: 0.000495, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372602, Class: 0.559321, Obj: 0.000525, No Obj: 0.000148, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000306, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568995, Class: 0.535831, Obj: 0.000440, No Obj: 0.000240, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.417878, Class: 0.571315, Obj: 0.000653, No Obj: 0.000147, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424492, Class: 0.639976, Obj: 0.000622, No Obj: 0.000149, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.537668, Class: 0.345093, Obj: 0.003042, No Obj: 0.000298, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516084, Class: 0.614050, Obj: 0.000937, No Obj: 0.000145, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 551: 1.477105, 1.096825 avg loss, 0.000092 rate, 3.925178 seconds, 35264 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373122, Class: 0.652048, Obj: 0.001647, No Obj: 0.000138, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.372922, Class: 0.479094, Obj: 0.000262, No Obj: 0.000265, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465836, Class: 0.529331, Obj: 0.004123, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417339, Class: 0.875994, Obj: 0.000487, No Obj: 0.000235, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539583, Class: 0.570507, Obj: 0.000966, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534974, Class: 0.642150, Obj: 0.001192, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000280, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734380, Class: 0.700802, Obj: 0.000868, No Obj: 0.000238, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.403478, Class: 0.559460, Obj: 0.000389, No Obj: 0.000146, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465672, Class: 0.755608, Obj: 0.000469, No Obj: 0.000240, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573850, Class: 0.572715, Obj: 0.000622, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.306985, Class: 0.815330, Obj: 0.001671, No Obj: 0.000236, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.265495, Class: 0.635522, Obj: 0.000621, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787367, Class: 0.811040, Obj: 0.001132, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.506489, Class: 0.567453, Obj: 0.001668, No Obj: 0.000148, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 552: 0.728701, 1.060013 avg loss, 0.000093 rate, 3.922150 seconds, 35328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423494, Class: 0.753667, Obj: 0.000348, No Obj: 0.000232, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.439116, Class: 0.613942, Obj: 0.000936, No Obj: 0.000143, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.185837, Class: 0.442546, Obj: 0.000727, No Obj: 0.000272, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647599, Class: 0.415634, Obj: 0.000378, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.267684, Class: 0.496947, Obj: 0.000527, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345088, Class: 0.815795, Obj: 0.000493, No Obj: 0.000234, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461371, Class: 0.655770, Obj: 0.000047, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.154526, Class: 0.642746, Obj: 0.000485, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696004, Class: 0.546511, Obj: 0.000408, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.403755, Class: 0.698581, Obj: 0.003047, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450867, Class: 0.574365, Obj: 0.000470, No Obj: 0.000238, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542091, Class: 0.647139, Obj: 0.000846, No Obj: 0.000142, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000282, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522663, Class: 0.460204, Obj: 0.002687, No Obj: 0.000148, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.376588, Class: 0.486106, Obj: 0.000711, No Obj: 0.000264, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615362, Class: 0.548849, Obj: 0.001274, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 553: 0.645386, 1.018550 avg loss, 0.000094 rate, 3.924623 seconds, 35392 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.311096, Class: 0.640565, Obj: 0.001160, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473035, Class: 0.609309, Obj: 0.000998, No Obj: 0.000143, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000280, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474056, Class: 0.597405, Obj: 0.001231, No Obj: 0.000147, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.331608, Class: 0.436866, Obj: 0.000206, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594319, Class: 0.577840, Obj: 0.001328, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544852, Class: 0.749097, Obj: 0.001096, No Obj: 0.000234, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392203, Class: 0.563878, Obj: 0.000310, No Obj: 0.000143, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.476053, Class: 0.584034, Obj: 0.000687, No Obj: 0.000143, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.338548, Class: 0.484252, Obj: 0.000758, No Obj: 0.000238, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.376928, Class: 0.544053, Obj: 0.000280, No Obj: 0.000147, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 554: 0.944736, 1.011169 avg loss, 0.000094 rate, 3.920741 seconds, 35456 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435677, Class: 0.681742, Obj: 0.001323, No Obj: 0.000232, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.499004, Class: 0.634724, Obj: 0.000776, No Obj: 0.000141, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436368, Class: 0.798476, Obj: 0.000608, No Obj: 0.000231, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.233779, Class: 0.624878, Obj: 0.001221, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.324892, Class: 0.651900, Obj: 0.000699, No Obj: 0.000142, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.376371, Class: 0.386349, Obj: 0.001188, No Obj: 0.000258, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.238924, Class: 0.680426, Obj: 0.000136, No Obj: 0.000234, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575888, Class: 0.535422, Obj: 0.000429, No Obj: 0.000144, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488329, Class: 0.741024, Obj: 0.001273, No Obj: 0.000232, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000277, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575276, Class: 0.565797, Obj: 0.000959, No Obj: 0.000144, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.275292, Class: 0.628758, Obj: 0.000223, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.332682, Class: 0.730483, Obj: 0.000750, No Obj: 0.000235, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488460, Class: 0.540722, Obj: 0.001097, No Obj: 0.000149, .5R: 0.444444, .75R: 0.111111, count: 9 (next mAP calculation at 1000 iterations) 555: 0.928518, 1.002904 avg loss, 0.000095 rate, 3.916145 seconds, 35520 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.450378, Class: 0.621695, Obj: 0.000417, No Obj: 0.000232, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.555755, Class: 0.604301, Obj: 0.000790, No Obj: 0.000151, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.304107, Class: 0.732762, Obj: 0.001119, No Obj: 0.000231, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434631, Class: 0.535770, Obj: 0.002099, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428949, Class: 0.688268, Obj: 0.000683, No Obj: 0.000230, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.455344, Class: 0.633530, Obj: 0.000750, No Obj: 0.000142, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451698, Class: 0.788755, Obj: 0.000189, No Obj: 0.000231, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.565106, Class: 0.555307, Obj: 0.000281, No Obj: 0.000142, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787311, Class: 0.692394, Obj: 0.000914, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.521925, Class: 0.654535, Obj: 0.000771, No Obj: 0.000144, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480382, Class: 0.459596, Obj: 0.001662, No Obj: 0.000139, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629343, Class: 0.588413, Obj: 0.000977, No Obj: 0.000140, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.336901, Class: 0.763781, Obj: 0.000747, No Obj: 0.000231, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.548307, Class: 0.538505, Obj: 0.000301, No Obj: 0.000144, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 556: 0.909268, 0.993540 avg loss, 0.000096 rate, 3.920760 seconds, 35584 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495402, Class: 0.565633, Obj: 0.001015, No Obj: 0.000145, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.449153, Class: 0.434423, Obj: 0.000244, No Obj: 0.000139, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577001, Class: 0.639662, Obj: 0.007750, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.525519, Class: 0.596509, Obj: 0.001358, No Obj: 0.000148, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532639, Class: 0.545979, Obj: 0.002220, No Obj: 0.000145, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728946, Class: 0.739420, Obj: 0.000689, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.239934, Class: 0.628318, Obj: 0.001032, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528972, Class: 0.792414, Obj: 0.000400, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548364, Class: 0.551712, Obj: 0.001072, No Obj: 0.000147, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544717, Class: 0.575915, Obj: 0.001508, No Obj: 0.000143, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000302, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.406136, Class: 0.746105, Obj: 0.000212, No Obj: 0.000236, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.462844, Class: 0.593391, Obj: 0.000650, No Obj: 0.000150, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 557: 1.133224, 1.007508 avg loss, 0.000096 rate, 3.923689 seconds, 35648 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431685, Class: 0.549957, Obj: 0.000401, No Obj: 0.000142, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.309599, Class: 0.239893, Obj: 0.000549, No Obj: 0.000271, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.638437, Class: 0.641741, Obj: 0.000262, No Obj: 0.000229, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.402612, Class: 0.612795, Obj: 0.000035, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.383104, Class: 0.644115, Obj: 0.001540, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.293959, Class: 0.637139, Obj: 0.000102, No Obj: 0.000259, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.293187, Class: 0.502412, Obj: 0.000983, No Obj: 0.000146, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411009, Class: 0.743000, Obj: 0.000766, No Obj: 0.000228, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.298440, Class: 0.596584, Obj: 0.000801, No Obj: 0.000147, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602814, Class: 0.802591, Obj: 0.000465, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.481614, Class: 0.553872, Obj: 0.000433, No Obj: 0.000149, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501627, Class: 0.791968, Obj: 0.000407, No Obj: 0.000227, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.515286, Class: 0.583224, Obj: 0.000802, No Obj: 0.000146, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.573281, Class: 0.545401, Obj: 0.001934, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495321, Class: 0.610549, Obj: 0.000549, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 558: 1.410369, 1.047794 avg loss, 0.000097 rate, 3.924131 seconds, 35712 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345142, Class: 0.765048, Obj: 0.001049, No Obj: 0.000227, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477667, Class: 0.642181, Obj: 0.000467, No Obj: 0.000137, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.770175, Class: 0.592972, Obj: 0.001885, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.485138, Class: 0.812224, Obj: 0.000588, No Obj: 0.000228, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496193, Class: 0.624263, Obj: 0.001500, No Obj: 0.000143, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598336, Class: 0.754276, Obj: 0.000104, No Obj: 0.000223, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.337463, Class: 0.496282, Obj: 0.000504, No Obj: 0.000139, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554385, Class: 0.566508, Obj: 0.001002, No Obj: 0.000147, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.605113, Class: 0.496729, Obj: 0.001627, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.625081, Class: 0.685110, Obj: 0.000111, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.250425, Class: 0.583867, Obj: 0.001126, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.565462, Class: 0.524711, Obj: 0.000548, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.563472, Class: 0.628179, Obj: 0.000691, No Obj: 0.000227, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513286, Class: 0.814932, Obj: 0.000528, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.313498, Class: 0.393950, Obj: 0.002113, No Obj: 0.000153, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 559: 0.847323, 1.027747 avg loss, 0.000098 rate, 3.923382 seconds, 35776 images Loaded: 0.000084 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.386897, Class: 0.617738, Obj: 0.000679, No Obj: 0.000141, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517222, Class: 0.701279, Obj: 0.000523, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461881, Class: 0.620250, Obj: 0.002008, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714011, Class: 0.720366, Obj: 0.000865, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624317, Class: 0.575799, Obj: 0.001732, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413713, Class: 0.718730, Obj: 0.001105, No Obj: 0.000226, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.240070, Class: 0.528334, Obj: 0.004064, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563794, Class: 0.640788, Obj: 0.000479, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.381497, Class: 0.568042, Obj: 0.000624, No Obj: 0.000275, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.718239, Class: 0.747319, Obj: 0.000102, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334131, Class: 0.527604, Obj: 0.000697, No Obj: 0.000145, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413985, Class: 0.522399, Obj: 0.002053, No Obj: 0.000142, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471418, Class: 0.517431, Obj: 0.000760, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 560: 0.890579, 1.014030 avg loss, 0.000098 rate, 3.921765 seconds, 35840 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715483, Class: 0.832716, Obj: 0.000645, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502016, Class: 0.643873, Obj: 0.000787, No Obj: 0.000140, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708783, Class: 0.648531, Obj: 0.001158, No Obj: 0.000142, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721213, Class: 0.441036, Obj: 0.000431, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447546, Class: 0.567595, Obj: 0.000576, No Obj: 0.000136, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677296, Class: 0.802113, Obj: 0.000256, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658574, Class: 0.593797, Obj: 0.001682, No Obj: 0.000134, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546944, Class: 0.759779, Obj: 0.000289, No Obj: 0.000224, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411276, Class: 0.634152, Obj: 0.000186, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592998, Class: 0.583787, Obj: 0.001223, No Obj: 0.000134, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.824359, Class: 0.366221, Obj: 0.000056, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.444209, Class: 0.828783, Obj: 0.001149, No Obj: 0.000224, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435541, Class: 0.492302, Obj: 0.002055, No Obj: 0.000149, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679794, Class: 0.560561, Obj: 0.000208, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676690, Class: 0.516314, Obj: 0.001924, No Obj: 0.000141, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 561: 0.820312, 0.994659 avg loss, 0.000099 rate, 3.923259 seconds, 35904 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.411346, Class: 0.597633, Obj: 0.000419, No Obj: 0.000281, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.506463, Class: 0.583084, Obj: 0.000449, No Obj: 0.000227, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.502184, Class: 0.584571, Obj: 0.000575, No Obj: 0.000151, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758564, Class: 0.702737, Obj: 0.000273, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660908, Class: 0.464437, Obj: 0.000226, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571178, Class: 0.604383, Obj: 0.003086, No Obj: 0.000141, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633997, Class: 0.514775, Obj: 0.000775, No Obj: 0.000221, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.594553, Class: 0.617442, Obj: 0.003366, No Obj: 0.000150, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460142, Class: 0.616677, Obj: 0.002143, No Obj: 0.000143, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566147, Class: 0.683522, Obj: 0.001007, No Obj: 0.000224, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.521083, Class: 0.637723, Obj: 0.000484, No Obj: 0.000152, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.755371, Class: 0.452599, Obj: 0.000823, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.201794, Class: 0.609401, Obj: 0.000490, No Obj: 0.000223, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471716, Class: 0.565654, Obj: 0.000396, No Obj: 0.000142, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 562: 0.976213, 0.992814 avg loss, 0.000100 rate, 3.924810 seconds, 35968 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553317, Class: 0.711258, Obj: 0.000183, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599470, Class: 0.531306, Obj: 0.001213, No Obj: 0.000143, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681924, Class: 0.630170, Obj: 0.000685, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.458429, Class: 0.570926, Obj: 0.000352, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.558418, Class: 0.493783, Obj: 0.001423, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.616121, Class: 0.761136, Obj: 0.000336, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482077, Class: 0.614695, Obj: 0.002023, No Obj: 0.000144, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702378, Class: 0.643318, Obj: 0.001809, No Obj: 0.000149, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914974, Class: 0.666406, Obj: 0.001221, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615872, Class: 0.633713, Obj: 0.000151, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.638512, Class: 0.407267, Obj: 0.000546, No Obj: 0.000282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.536177, Class: 0.617439, Obj: 0.000544, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.396763, Class: 0.540708, Obj: 0.001308, No Obj: 0.000154, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.417241, Class: 0.524843, Obj: 0.006445, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.672897, Class: 0.536505, Obj: 0.001577, No Obj: 0.000257, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480223, Class: 0.549976, Obj: 0.001770, No Obj: 0.000142, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 563: 0.629983, 0.956531 avg loss, 0.000100 rate, 3.929590 seconds, 36032 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497755, Class: 0.617541, Obj: 0.002029, No Obj: 0.000141, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605401, Class: 0.813362, Obj: 0.000554, No Obj: 0.000220, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.399304, Class: 0.584915, Obj: 0.002472, No Obj: 0.000148, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.329507, Class: 0.389862, Obj: 0.000246, No Obj: 0.000240, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.506798, Class: 0.671832, Obj: 0.000787, No Obj: 0.000225, .5R: 0.250000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.397488, Class: 0.524929, Obj: 0.000499, No Obj: 0.000145, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407627, Class: 0.612847, Obj: 0.000449, No Obj: 0.000143, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.336553, Class: 0.844830, Obj: 0.000289, No Obj: 0.000220, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494379, Class: 0.617846, Obj: 0.000921, No Obj: 0.000150, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682896, Class: 0.865188, Obj: 0.000813, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.538593, Class: 0.577117, Obj: 0.001081, No Obj: 0.000144, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.550545, Class: 0.612487, Obj: 0.003049, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.480976, Class: 0.754037, Obj: 0.001674, No Obj: 0.000219, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487501, Class: 0.579027, Obj: 0.000333, No Obj: 0.000142, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369049, Class: 0.777124, Obj: 0.000387, No Obj: 0.000224, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.373589, Class: 0.592653, Obj: 0.001989, No Obj: 0.000147, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 564: 1.330156, 0.993893 avg loss, 0.000101 rate, 3.931749 seconds, 36096 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.198899, Class: 0.736150, Obj: 0.000205, No Obj: 0.000222, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.360920, Class: 0.605886, Obj: 0.000734, No Obj: 0.000145, .5R: 0.125000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414967, Class: 0.627520, Obj: 0.000784, No Obj: 0.000221, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440771, Class: 0.571148, Obj: 0.000965, No Obj: 0.000146, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.423402, Class: 0.629632, Obj: 0.001413, No Obj: 0.000142, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570372, Class: 0.755901, Obj: 0.000945, No Obj: 0.000219, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.526628, Class: 0.614948, Obj: 0.002388, No Obj: 0.000152, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520925, Class: 0.664414, Obj: 0.000197, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547273, Class: 0.615673, Obj: 0.000705, No Obj: 0.000139, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408980, Class: 0.696848, Obj: 0.000565, No Obj: 0.000218, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465175, Class: 0.571676, Obj: 0.000928, No Obj: 0.000149, .5R: 0.454545, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.292184, Class: 0.445895, Obj: 0.000442, No Obj: 0.000222, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561085, Class: 0.545387, Obj: 0.002962, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487712, Class: 0.609259, Obj: 0.001691, No Obj: 0.000139, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 565: 1.423465, 1.036851 avg loss, 0.000102 rate, 3.933582 seconds, 36160 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.604008, Class: 0.377930, Obj: 0.000522, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.462912, Class: 0.738722, Obj: 0.001180, No Obj: 0.000223, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.425086, Class: 0.609782, Obj: 0.001076, No Obj: 0.000151, .5R: 0.250000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530489, Class: 0.488063, Obj: 0.000259, No Obj: 0.000218, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.307851, Class: 0.596887, Obj: 0.000628, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465610, Class: 0.743838, Obj: 0.000763, No Obj: 0.000220, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.563630, Class: 0.594195, Obj: 0.001960, No Obj: 0.000150, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539806, Class: 0.551378, Obj: 0.000243, No Obj: 0.000216, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.641488, Class: 0.664292, Obj: 0.001710, No Obj: 0.000144, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545810, Class: 0.788253, Obj: 0.001651, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529715, Class: 0.499983, Obj: 0.000126, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585871, Class: 0.605608, Obj: 0.000627, No Obj: 0.000143, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475019, Class: 0.548516, Obj: 0.000910, No Obj: 0.000219, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.291563, Class: 0.580619, Obj: 0.000376, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820558, Class: 0.700983, Obj: 0.000286, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.444140, Class: 0.518711, Obj: 0.001934, No Obj: 0.000142, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 566: 1.188564, 1.052022 avg loss, 0.000103 rate, 3.937620 seconds, 36224 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.279858, Class: 0.528397, Obj: 0.001696, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561776, Class: 0.706043, Obj: 0.001412, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547069, Class: 0.560151, Obj: 0.000369, No Obj: 0.000142, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.375355, Class: 0.413934, Obj: 0.000248, No Obj: 0.000243, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653657, Class: 0.540495, Obj: 0.001881, No Obj: 0.000143, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.405511, Class: 0.542248, Obj: 0.000871, No Obj: 0.000248, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.470359, Class: 0.557536, Obj: 0.000620, No Obj: 0.000217, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.493742, Class: 0.602199, Obj: 0.000810, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.128328, Class: 0.568391, Obj: 0.000321, No Obj: 0.000247, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.367297, Class: 0.542263, Obj: 0.001211, No Obj: 0.000215, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425410, Class: 0.604304, Obj: 0.001961, No Obj: 0.000145, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.794370, Class: 0.504059, Obj: 0.000452, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445284, Class: 0.494727, Obj: 0.000720, No Obj: 0.000140, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406693, Class: 0.561724, Obj: 0.000926, No Obj: 0.000154, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572937, Class: 0.785110, Obj: 0.002383, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.388075, Class: 0.628384, Obj: 0.000637, No Obj: 0.000145, .5R: 0.250000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 567: 1.274626, 1.074282 avg loss, 0.000103 rate, 3.930217 seconds, 36288 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701054, Class: 0.699260, Obj: 0.001766, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.529334, Class: 0.591081, Obj: 0.000997, No Obj: 0.000147, .5R: 0.454545, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354319, Class: 0.538755, Obj: 0.000563, No Obj: 0.000219, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.310389, Class: 0.561694, Obj: 0.001764, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.393444, Class: 0.440982, Obj: 0.000419, No Obj: 0.000229, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.479417, Class: 0.738845, Obj: 0.000810, No Obj: 0.000213, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411250, Class: 0.683771, Obj: 0.001336, No Obj: 0.000142, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.333850, Class: 0.684662, Obj: 0.000789, No Obj: 0.000213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618689, Class: 0.536755, Obj: 0.001991, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.404302, Class: 0.668574, Obj: 0.000449, No Obj: 0.000218, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485010, Class: 0.560927, Obj: 0.001166, No Obj: 0.000148, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445955, Class: 0.664918, Obj: 0.000892, No Obj: 0.000216, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.557739, Class: 0.593137, Obj: 0.001373, No Obj: 0.000147, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.234151, Class: 0.448006, Obj: 0.001631, No Obj: 0.000228, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400624, Class: 0.596129, Obj: 0.001349, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 568: 0.929907, 1.059845 avg loss, 0.000104 rate, 3.947962 seconds, 36352 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553734, Class: 0.595587, Obj: 0.000610, No Obj: 0.000145, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378930, Class: 0.810502, Obj: 0.000884, No Obj: 0.000213, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.318627, Class: 0.524969, Obj: 0.000984, No Obj: 0.000142, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.328608, Class: 0.586410, Obj: 0.001005, No Obj: 0.000213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515555, Class: 0.590369, Obj: 0.002122, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405768, Class: 0.595488, Obj: 0.002146, No Obj: 0.000214, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.278361, Class: 0.671944, Obj: 0.000484, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500119, Class: 0.861277, Obj: 0.000423, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.389506, Class: 0.569340, Obj: 0.001694, No Obj: 0.000151, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.331496, Class: 0.531612, Obj: 0.000098, No Obj: 0.000212, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354929, Class: 0.640589, Obj: 0.008339, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526280, Class: 0.641473, Obj: 0.001512, No Obj: 0.000143, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316131, Class: 0.629833, Obj: 0.000746, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 569: 0.825859, 1.036446 avg loss, 0.000105 rate, 3.928950 seconds, 36416 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.117344, Class: 0.817754, Obj: 0.000355, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.478917, Class: 0.583210, Obj: 0.002990, No Obj: 0.000135, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535821, Class: 0.643086, Obj: 0.000928, No Obj: 0.000140, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600846, Class: 0.657801, Obj: 0.001003, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.538411, Class: 0.573599, Obj: 0.001974, No Obj: 0.000158, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451655, Class: 0.532670, Obj: 0.001004, No Obj: 0.000143, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.542322, Class: 0.575226, Obj: 0.001504, No Obj: 0.000144, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541404, Class: 0.808255, Obj: 0.000809, No Obj: 0.000211, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.395590, Class: 0.590366, Obj: 0.002810, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401244, Class: 0.537105, Obj: 0.002501, No Obj: 0.000150, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.365356, Class: 0.562866, Obj: 0.000692, No Obj: 0.000238, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.479192, Class: 0.606351, Obj: 0.006507, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 570: 0.917813, 1.024583 avg loss, 0.000106 rate, 3.939820 seconds, 36480 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369093, Class: 0.644263, Obj: 0.002335, No Obj: 0.000210, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.530407, Class: 0.539465, Obj: 0.001367, No Obj: 0.000142, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380733, Class: 0.609257, Obj: 0.000695, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.240807, Class: 0.749514, Obj: 0.000874, No Obj: 0.000209, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581920, Class: 0.584494, Obj: 0.001057, No Obj: 0.000155, .5R: 0.727273, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632930, Class: 0.789404, Obj: 0.001619, No Obj: 0.000209, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.429037, Class: 0.632873, Obj: 0.000981, No Obj: 0.000151, .5R: 0.166667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802754, Class: 0.454475, Obj: 0.000172, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340829, Class: 0.644349, Obj: 0.000522, No Obj: 0.000213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480325, Class: 0.529804, Obj: 0.000072, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800173, Class: 0.320494, Obj: 0.000197, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.356311, Class: 0.641213, Obj: 0.000876, No Obj: 0.000139, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.207476, Class: 0.725858, Obj: 0.001551, No Obj: 0.000211, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408304, Class: 0.502649, Obj: 0.005546, No Obj: 0.000155, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 571: 1.011076, 1.023232 avg loss, 0.000106 rate, 3.925308 seconds, 36544 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500193, Class: 0.538978, Obj: 0.001776, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.484540, Class: 0.672097, Obj: 0.001312, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561520, Class: 0.650769, Obj: 0.001091, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.360884, Class: 0.668090, Obj: 0.002821, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480047, Class: 0.634271, Obj: 0.001151, No Obj: 0.000208, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.551790, Class: 0.650628, Obj: 0.001854, No Obj: 0.000144, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691585, Class: 0.755069, Obj: 0.000620, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501699, Class: 0.641303, Obj: 0.002788, No Obj: 0.000157, .5R: 0.454545, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469103, Class: 0.625272, Obj: 0.002011, No Obj: 0.000142, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.763927, Class: 0.432679, Obj: 0.000392, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410012, Class: 0.611325, Obj: 0.005348, No Obj: 0.000147, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781206, Class: 0.616711, Obj: 0.000728, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.425967, Class: 0.498787, Obj: 0.000832, No Obj: 0.000145, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 572: 0.991816, 1.020091 avg loss, 0.000107 rate, 3.930495 seconds, 36608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.294872, Class: 0.654669, Obj: 0.000352, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561010, Class: 0.726838, Obj: 0.000469, No Obj: 0.000209, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.409734, Class: 0.505898, Obj: 0.001194, No Obj: 0.000152, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544262, Class: 0.712855, Obj: 0.000304, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605821, Class: 0.599369, Obj: 0.001742, No Obj: 0.000153, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555155, Class: 0.835488, Obj: 0.002106, No Obj: 0.000210, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.368334, Class: 0.575832, Obj: 0.001619, No Obj: 0.000161, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434026, Class: 0.586955, Obj: 0.000915, No Obj: 0.000150, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434674, Class: 0.619976, Obj: 0.000683, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574977, Class: 0.518765, Obj: 0.001838, No Obj: 0.000140, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708997, Class: 0.462132, Obj: 0.000608, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.468566, Class: 0.536101, Obj: 0.001855, No Obj: 0.000147, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 573: 1.076577, 1.025739 avg loss, 0.000108 rate, 3.932903 seconds, 36672 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.772114, Class: 0.476504, Obj: 0.000181, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399969, Class: 0.483905, Obj: 0.000380, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502628, Class: 0.666712, Obj: 0.001862, No Obj: 0.000141, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482876, Class: 0.560387, Obj: 0.000885, No Obj: 0.000145, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563141, Class: 0.665978, Obj: 0.000323, No Obj: 0.000205, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.422323, Class: 0.534426, Obj: 0.000670, No Obj: 0.000141, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736134, Class: 0.759605, Obj: 0.001177, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.344017, Class: 0.706908, Obj: 0.004585, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828719, Class: 0.524364, Obj: 0.000758, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.445586, Class: 0.653260, Obj: 0.001556, No Obj: 0.000147, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329070, Class: 0.641936, Obj: 0.000211, No Obj: 0.000204, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475898, Class: 0.663231, Obj: 0.002087, No Obj: 0.000154, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401058, Class: 0.705472, Obj: 0.001294, No Obj: 0.000211, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 574: 0.778852, 1.001051 avg loss, 0.000109 rate, 3.930356 seconds, 36736 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391097, Class: 0.588572, Obj: 0.002223, No Obj: 0.000150, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361609, Class: 0.548943, Obj: 0.000172, No Obj: 0.000206, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498645, Class: 0.585207, Obj: 0.001107, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.155518, Class: 0.698375, Obj: 0.000039, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767937, Class: 0.582538, Obj: 0.001163, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501448, Class: 0.579656, Obj: 0.001911, No Obj: 0.000207, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.403882, Class: 0.622392, Obj: 0.002042, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584753, Class: 0.702166, Obj: 0.001659, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.538916, Class: 0.652614, Obj: 0.001296, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.335917, Class: 0.891330, Obj: 0.001001, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494600, Class: 0.595771, Obj: 0.001561, No Obj: 0.000167, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506420, Class: 0.665605, Obj: 0.000890, No Obj: 0.000208, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.471817, Class: 0.618123, Obj: 0.000513, No Obj: 0.000144, .5R: 0.285714, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 575: 1.005107, 1.001456 avg loss, 0.000109 rate, 3.924739 seconds, 36800 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562963, Class: 0.640119, Obj: 0.000756, No Obj: 0.000204, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.435500, Class: 0.612570, Obj: 0.001615, No Obj: 0.000150, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.451692, Class: 0.501608, Obj: 0.000786, No Obj: 0.000239, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.479371, Class: 0.601013, Obj: 0.000214, No Obj: 0.000207, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550734, Class: 0.538984, Obj: 0.003075, No Obj: 0.000154, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.291539, Class: 0.651740, Obj: 0.000204, No Obj: 0.000233, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.631962, Class: 0.865103, Obj: 0.002125, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420389, Class: 0.574011, Obj: 0.001266, No Obj: 0.000171, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.301139, Class: 0.529589, Obj: 0.000572, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502360, Class: 0.563314, Obj: 0.002173, No Obj: 0.000147, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475074, Class: 0.664336, Obj: 0.002469, No Obj: 0.000155, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.291945, Class: 0.449313, Obj: 0.000429, No Obj: 0.000210, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517248, Class: 0.722001, Obj: 0.004112, No Obj: 0.000151, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.394134, Class: 0.546209, Obj: 0.003075, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389225, Class: 0.794431, Obj: 0.002466, No Obj: 0.000207, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573021, Class: 0.583638, Obj: 0.001260, No Obj: 0.000152, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 576: 0.866073, 0.987918 avg loss, 0.000110 rate, 3.923146 seconds, 36864 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581697, Class: 0.567862, Obj: 0.000528, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573990, Class: 0.662387, Obj: 0.000446, No Obj: 0.000204, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.631910, Class: 0.598103, Obj: 0.002187, No Obj: 0.000142, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.356412, Class: 0.528350, Obj: 0.000506, No Obj: 0.000228, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467983, Class: 0.603801, Obj: 0.001982, No Obj: 0.000156, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.232702, Class: 0.756325, Obj: 0.000367, No Obj: 0.000205, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.396239, Class: 0.617916, Obj: 0.001834, No Obj: 0.000150, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.402482, Class: 0.682333, Obj: 0.003322, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.313042, Class: 0.580813, Obj: 0.000457, No Obj: 0.000206, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.500084, Class: 0.594525, Obj: 0.002780, No Obj: 0.000139, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574370, Class: 0.556307, Obj: 0.000358, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554874, Class: 0.576448, Obj: 0.000738, No Obj: 0.000146, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512482, Class: 0.806632, Obj: 0.000426, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492485, Class: 0.613022, Obj: 0.003273, No Obj: 0.000146, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 577: 0.653876, 0.954514 avg loss, 0.000111 rate, 3.926501 seconds, 36928 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364599, Class: 0.488197, Obj: 0.000161, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550575, Class: 0.683057, Obj: 0.001598, No Obj: 0.000151, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510728, Class: 0.834758, Obj: 0.001486, No Obj: 0.000203, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.451524, Class: 0.649034, Obj: 0.002512, No Obj: 0.000160, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445199, Class: 0.576861, Obj: 0.001973, No Obj: 0.000146, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514280, Class: 0.689487, Obj: 0.000961, No Obj: 0.000205, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.557864, Class: 0.557125, Obj: 0.001589, No Obj: 0.000164, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473282, Class: 0.593130, Obj: 0.002443, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.481954, Class: 0.442934, Obj: 0.002468, No Obj: 0.000244, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.587183, Class: 0.811506, Obj: 0.000127, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490473, Class: 0.637811, Obj: 0.002321, No Obj: 0.000148, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.228511, Class: 0.577442, Obj: 0.003116, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.521253, Class: 0.508588, Obj: 0.000105, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638508, Class: 0.595110, Obj: 0.003991, No Obj: 0.000152, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 578: 0.972921, 0.956355 avg loss, 0.000112 rate, 3.929867 seconds, 36992 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.655750, Class: 0.468424, Obj: 0.003365, No Obj: 0.000232, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.472780, Class: 0.603863, Obj: 0.001052, No Obj: 0.000206, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504014, Class: 0.700679, Obj: 0.003015, No Obj: 0.000150, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.334609, Class: 0.660770, Obj: 0.001070, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440099, Class: 0.655083, Obj: 0.009600, No Obj: 0.000185, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510283, Class: 0.784433, Obj: 0.001175, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383292, Class: 0.656499, Obj: 0.002763, No Obj: 0.000165, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.485676, Class: 0.472374, Obj: 0.000428, No Obj: 0.000207, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.630494, Class: 0.610303, Obj: 0.000929, No Obj: 0.000199, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616815, Class: 0.638858, Obj: 0.002254, No Obj: 0.000150, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.410209, Class: 0.626951, Obj: 0.000572, No Obj: 0.000199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.522774, Class: 0.614893, Obj: 0.000827, No Obj: 0.000151, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.213900, Class: 0.473712, Obj: 0.001752, No Obj: 0.000243, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820988, Class: 0.615656, Obj: 0.001476, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543069, Class: 0.635340, Obj: 0.005903, No Obj: 0.000149, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629114, Class: 0.671903, Obj: 0.000947, No Obj: 0.000203, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.522806, Class: 0.468742, Obj: 0.002446, No Obj: 0.000166, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 579: 0.871120, 0.947831 avg loss, 0.000112 rate, 3.927521 seconds, 37056 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.571855, Class: 0.483350, Obj: 0.000849, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.464309, Class: 0.715363, Obj: 0.001062, No Obj: 0.000200, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.408813, Class: 0.595721, Obj: 0.001237, No Obj: 0.000147, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630674, Class: 0.639147, Obj: 0.002200, No Obj: 0.000156, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582422, Class: 0.442533, Obj: 0.000722, No Obj: 0.000198, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.447591, Class: 0.603601, Obj: 0.000342, No Obj: 0.000134, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448929, Class: 0.614216, Obj: 0.002551, No Obj: 0.000157, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589233, Class: 0.583701, Obj: 0.003482, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.246193, Class: 0.566923, Obj: 0.001191, No Obj: 0.000226, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.530774, Class: 0.674569, Obj: 0.001419, No Obj: 0.000204, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.853576, Class: 0.709116, Obj: 0.002731, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791076, Class: 0.844145, Obj: 0.000241, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.515677, Class: 0.595191, Obj: 0.003285, No Obj: 0.000149, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674729, Class: 0.839808, Obj: 0.002646, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419414, Class: 0.698814, Obj: 0.001069, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 580: 0.841661, 0.937214 avg loss, 0.000113 rate, 3.930817 seconds, 37120 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690916, Class: 0.411470, Obj: 0.000202, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.352859, Class: 0.678917, Obj: 0.000661, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577972, Class: 0.511307, Obj: 0.000388, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.380198, Class: 0.600200, Obj: 0.002324, No Obj: 0.000157, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.520717, Class: 0.413375, Obj: 0.000342, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.523546, Class: 0.833542, Obj: 0.000632, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600134, Class: 0.643045, Obj: 0.002420, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488545, Class: 0.752114, Obj: 0.001253, No Obj: 0.000202, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.461922, Class: 0.630610, Obj: 0.002136, No Obj: 0.000165, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524359, Class: 0.662081, Obj: 0.000168, No Obj: 0.000201, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.408293, Class: 0.547229, Obj: 0.000375, No Obj: 0.000152, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452918, Class: 0.807129, Obj: 0.001127, No Obj: 0.000198, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542550, Class: 0.620625, Obj: 0.001479, No Obj: 0.000139, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632619, Class: 0.796711, Obj: 0.000854, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480004, Class: 0.595224, Obj: 0.003426, No Obj: 0.000142, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396287, Class: 0.683456, Obj: 0.001053, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 581: 0.888132, 0.932306 avg loss, 0.000114 rate, 3.925691 seconds, 37184 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.461096, Class: 0.602261, Obj: 0.000136, No Obj: 0.000221, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.368126, Class: 0.735476, Obj: 0.004289, No Obj: 0.000196, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477611, Class: 0.611906, Obj: 0.001689, No Obj: 0.000152, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706165, Class: 0.726375, Obj: 0.001513, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504330, Class: 0.579026, Obj: 0.001267, No Obj: 0.000159, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525675, Class: 0.665266, Obj: 0.000498, No Obj: 0.000150, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463239, Class: 0.595152, Obj: 0.000585, No Obj: 0.000157, .5R: 0.222222, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.914761, Class: 0.260246, Obj: 0.000206, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.510519, Class: 0.527459, Obj: 0.000695, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347700, Class: 0.541970, Obj: 0.001258, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579976, Class: 0.584053, Obj: 0.001162, No Obj: 0.000155, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512647, Class: 0.797542, Obj: 0.000546, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413773, Class: 0.616416, Obj: 0.021389, No Obj: 0.000171, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 582: 0.902721, 0.929347 avg loss, 0.000115 rate, 3.925159 seconds, 37248 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.283579, Class: 0.652594, Obj: 0.000158, No Obj: 0.000211, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801410, Class: 0.720330, Obj: 0.000434, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.477939, Class: 0.633058, Obj: 0.004735, No Obj: 0.000163, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367372, Class: 0.683441, Obj: 0.002320, No Obj: 0.000134, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.453639, Class: 0.589107, Obj: 0.005353, No Obj: 0.000134, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513396, Class: 0.579735, Obj: 0.001531, No Obj: 0.000149, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559210, Class: 0.776220, Obj: 0.001401, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472804, Class: 0.612821, Obj: 0.007274, No Obj: 0.000160, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.496742, Class: 0.347125, Obj: 0.001862, No Obj: 0.000224, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424670, Class: 0.632256, Obj: 0.001944, No Obj: 0.000143, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.663040, Class: 0.613069, Obj: 0.002608, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.445023, Class: 0.504511, Obj: 0.000125, No Obj: 0.000197, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457355, Class: 0.593284, Obj: 0.001666, No Obj: 0.000167, .5R: 0.250000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 583: 0.863378, 0.922750 avg loss, 0.000116 rate, 3.938924 seconds, 37312 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.434649, Class: 0.370989, Obj: 0.000351, No Obj: 0.000241, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.443794, Class: 0.792065, Obj: 0.001200, No Obj: 0.000200, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.519646, Class: 0.640430, Obj: 0.004038, No Obj: 0.000164, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.238625, Class: 0.769807, Obj: 0.001678, No Obj: 0.000196, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533476, Class: 0.585496, Obj: 0.007888, No Obj: 0.000179, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544150, Class: 0.830222, Obj: 0.001617, No Obj: 0.000196, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.477366, Class: 0.573714, Obj: 0.004216, No Obj: 0.000157, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.809268, Class: 0.359831, Obj: 0.001525, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490409, Class: 0.574912, Obj: 0.001483, No Obj: 0.000144, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.476993, Class: 0.674308, Obj: 0.001290, No Obj: 0.000136, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623474, Class: 0.519299, Obj: 0.001837, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.380773, Class: 0.604175, Obj: 0.000558, No Obj: 0.000156, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710692, Class: 0.668245, Obj: 0.001099, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.314647, Class: 0.661644, Obj: 0.006162, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456030, Class: 0.635518, Obj: 0.001295, No Obj: 0.000141, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 584: 1.163987, 0.946874 avg loss, 0.000116 rate, 3.928674 seconds, 37376 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575240, Class: 0.715516, Obj: 0.007968, No Obj: 0.000164, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386632, Class: 0.556556, Obj: 0.001262, No Obj: 0.000194, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.384881, Class: 0.691966, Obj: 0.000712, No Obj: 0.000138, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.545191, Class: 0.760513, Obj: 0.001535, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427649, Class: 0.650351, Obj: 0.003479, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.353255, Class: 0.618549, Obj: 0.009045, No Obj: 0.000156, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509841, Class: 0.809762, Obj: 0.000780, No Obj: 0.000195, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.487861, Class: 0.621230, Obj: 0.005057, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599994, Class: 0.630888, Obj: 0.001076, No Obj: 0.000139, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524771, Class: 0.585622, Obj: 0.000810, No Obj: 0.000141, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.841731, Class: 0.391741, Obj: 0.001068, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.506934, Class: 0.691735, Obj: 0.001484, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524485, Class: 0.534959, Obj: 0.000789, No Obj: 0.000147, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 585: 0.689225, 0.921109 avg loss, 0.000117 rate, 3.920092 seconds, 37440 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318251, Class: 0.714562, Obj: 0.000083, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534592, Class: 0.605404, Obj: 0.003938, No Obj: 0.000145, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578311, Class: 0.705091, Obj: 0.001548, No Obj: 0.000135, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503359, Class: 0.572748, Obj: 0.000506, No Obj: 0.000139, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525474, Class: 0.754146, Obj: 0.003021, No Obj: 0.000197, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.537916, Class: 0.545532, Obj: 0.006559, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.392070, Class: 0.608618, Obj: 0.002731, No Obj: 0.000139, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593062, Class: 0.730347, Obj: 0.002138, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.358119, Class: 0.647934, Obj: 0.001214, No Obj: 0.000171, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565969, Class: 0.448868, Obj: 0.000328, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603645, Class: 0.624639, Obj: 0.007775, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.417412, Class: 0.368907, Obj: 0.000504, No Obj: 0.000228, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753197, Class: 0.654158, Obj: 0.001074, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.526808, Class: 0.717840, Obj: 0.002865, No Obj: 0.000156, .5R: 0.500000, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 586: 0.797825, 0.908781 avg loss, 0.000118 rate, 3.908976 seconds, 37504 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552225, Class: 0.711519, Obj: 0.001309, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551230, Class: 0.644584, Obj: 0.000402, No Obj: 0.000151, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.226457, Class: 0.604022, Obj: 0.004562, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.404837, Class: 0.756715, Obj: 0.001690, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596405, Class: 0.693064, Obj: 0.003093, No Obj: 0.000159, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667843, Class: 0.681540, Obj: 0.000407, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598356, Class: 0.664349, Obj: 0.008201, No Obj: 0.000142, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567896, Class: 0.735638, Obj: 0.001030, No Obj: 0.000192, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.528509, Class: 0.621312, Obj: 0.000814, No Obj: 0.000142, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.480262, Class: 0.440431, Obj: 0.000410, No Obj: 0.000211, .5R: 0.333333, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.678810, Class: 0.803789, Obj: 0.000575, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379564, Class: 0.720296, Obj: 0.001403, No Obj: 0.000142, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565975, Class: 0.508463, Obj: 0.000255, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539872, Class: 0.643995, Obj: 0.000791, No Obj: 0.000155, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433432, Class: 0.534042, Obj: 0.001018, No Obj: 0.000199, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.352214, Class: 0.590385, Obj: 0.004621, No Obj: 0.000171, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 587: 0.829590, 0.900862 avg loss, 0.000119 rate, 3.922420 seconds, 37568 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425921, Class: 0.593479, Obj: 0.001433, No Obj: 0.000140, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.477859, Class: 0.477549, Obj: 0.000718, No Obj: 0.000210, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.472628, Class: 0.722919, Obj: 0.000957, No Obj: 0.000191, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.549339, Class: 0.637912, Obj: 0.009015, No Obj: 0.000170, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554930, Class: 0.786176, Obj: 0.002715, No Obj: 0.000194, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.407094, Class: 0.626621, Obj: 0.000583, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396297, Class: 0.605925, Obj: 0.000677, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581615, Class: 0.612472, Obj: 0.000094, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.332923, Class: 0.762896, Obj: 0.004378, No Obj: 0.000189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501576, Class: 0.626390, Obj: 0.004064, No Obj: 0.000152, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469803, Class: 0.541884, Obj: 0.001816, No Obj: 0.000128, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.768376, Class: 0.605125, Obj: 0.000284, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442748, Class: 0.543286, Obj: 0.002370, No Obj: 0.000131, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 588: 0.812990, 0.892075 avg loss, 0.000120 rate, 3.922893 seconds, 37632 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.551417, Class: 0.481077, Obj: 0.000525, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.515589, Class: 0.677040, Obj: 0.006440, No Obj: 0.000145, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.354245, Class: 0.417412, Obj: 0.000457, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.661493, Class: 0.789159, Obj: 0.001816, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598762, Class: 0.708912, Obj: 0.000660, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.382542, Class: 0.675840, Obj: 0.003158, No Obj: 0.000134, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574182, Class: 0.623037, Obj: 0.000542, No Obj: 0.000193, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.511381, Class: 0.655308, Obj: 0.004456, No Obj: 0.000140, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.386974, Class: 0.757705, Obj: 0.001061, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407680, Class: 0.684929, Obj: 0.002076, No Obj: 0.000149, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645234, Class: 0.770659, Obj: 0.001105, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541152, Class: 0.658537, Obj: 0.003899, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.666290, Class: 0.654971, Obj: 0.002011, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463863, Class: 0.581433, Obj: 0.000650, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 589: 0.747261, 0.877593 avg loss, 0.000120 rate, 3.924609 seconds, 37696 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.478785, Class: 0.447141, Obj: 0.002070, No Obj: 0.000203, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461323, Class: 0.648268, Obj: 0.004288, No Obj: 0.000140, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529209, Class: 0.800581, Obj: 0.001259, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463558, Class: 0.672718, Obj: 0.005121, No Obj: 0.000139, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451999, Class: 0.666050, Obj: 0.002700, No Obj: 0.000133, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541413, Class: 0.694314, Obj: 0.002231, No Obj: 0.000191, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.426734, Class: 0.641255, Obj: 0.001542, No Obj: 0.000183, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.179829, Class: 0.371052, Obj: 0.000922, No Obj: 0.000204, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.546222, Class: 0.548243, Obj: 0.000334, No Obj: 0.000187, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.441507, Class: 0.515546, Obj: 0.001783, No Obj: 0.000134, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532544, Class: 0.609329, Obj: 0.003484, No Obj: 0.000130, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534535, Class: 0.713635, Obj: 0.002507, No Obj: 0.000149, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471312, Class: 0.817048, Obj: 0.000967, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386792, Class: 0.685852, Obj: 0.011043, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 590: 1.259554, 0.915789 avg loss, 0.000121 rate, 3.944062 seconds, 37760 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.704766, Class: 0.548101, Obj: 0.000604, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.355781, Class: 0.845946, Obj: 0.002398, No Obj: 0.000194, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.520403, Class: 0.654216, Obj: 0.002949, No Obj: 0.000183, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465653, Class: 0.745992, Obj: 0.000745, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446632, Class: 0.710810, Obj: 0.000345, No Obj: 0.000122, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549392, Class: 0.723353, Obj: 0.000901, No Obj: 0.000188, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.418806, Class: 0.603052, Obj: 0.000844, No Obj: 0.000142, .5R: 0.222222, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.465298, Class: 0.454380, Obj: 0.000442, No Obj: 0.000213, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561408, Class: 0.548535, Obj: 0.000577, No Obj: 0.000131, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566068, Class: 0.741304, Obj: 0.002328, No Obj: 0.000186, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407494, Class: 0.596773, Obj: 0.001443, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.351694, Class: 0.770162, Obj: 0.000318, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498886, Class: 0.698064, Obj: 0.004879, No Obj: 0.000131, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583604, Class: 0.714429, Obj: 0.000820, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.625332, Class: 0.605880, Obj: 0.001101, No Obj: 0.000135, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454284, Class: 0.664028, Obj: 0.000523, No Obj: 0.000131, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 591: 1.037605, 0.927971 avg loss, 0.000122 rate, 3.924972 seconds, 37824 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912952, Class: 0.867504, Obj: 0.000439, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.528775, Class: 0.653144, Obj: 0.002604, No Obj: 0.000143, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.237905, Class: 0.484231, Obj: 0.002850, No Obj: 0.000218, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445949, Class: 0.644979, Obj: 0.004352, No Obj: 0.000143, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741587, Class: 0.685721, Obj: 0.002398, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457983, Class: 0.665796, Obj: 0.001476, No Obj: 0.000131, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627698, Class: 0.631453, Obj: 0.001768, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.528797, Class: 0.634624, Obj: 0.003891, No Obj: 0.000156, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435731, Class: 0.761581, Obj: 0.000029, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587483, Class: 0.701949, Obj: 0.010433, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.507912, Class: 0.522500, Obj: 0.000271, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424276, Class: 0.603639, Obj: 0.000226, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693645, Class: 0.851557, Obj: 0.000569, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533349, Class: 0.652670, Obj: 0.000287, No Obj: 0.000129, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504949, Class: 0.829179, Obj: 0.000424, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511361, Class: 0.644524, Obj: 0.000845, No Obj: 0.000130, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 592: 0.748653, 0.910039 avg loss, 0.000123 rate, 3.926276 seconds, 37888 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553996, Class: 0.794786, Obj: 0.000958, No Obj: 0.000183, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.498389, Class: 0.702203, Obj: 0.007398, No Obj: 0.000132, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428511, Class: 0.770997, Obj: 0.000315, No Obj: 0.000192, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.558297, Class: 0.670836, Obj: 0.006561, No Obj: 0.000177, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413799, Class: 0.644536, Obj: 0.004034, No Obj: 0.000136, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.167444, Class: 0.756322, Obj: 0.000329, No Obj: 0.000180, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524618, Class: 0.647345, Obj: 0.002442, No Obj: 0.000125, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.717130, Class: 0.542530, Obj: 0.005724, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541946, Class: 0.719024, Obj: 0.008972, No Obj: 0.000145, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486304, Class: 0.631371, Obj: 0.002304, No Obj: 0.000131, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785311, Class: 0.719081, Obj: 0.000254, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.532346, Class: 0.565997, Obj: 0.001403, No Obj: 0.000126, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449172, Class: 0.528491, Obj: 0.000689, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.261117, Class: 0.613075, Obj: 0.002763, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 593: 0.817379, 0.900773 avg loss, 0.000124 rate, 3.924947 seconds, 37952 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.422364, Class: 0.371549, Obj: 0.000558, No Obj: 0.000199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.395147, Class: 0.689339, Obj: 0.003297, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.538006, Class: 0.612100, Obj: 0.004116, No Obj: 0.000160, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.411330, Class: 0.156056, Obj: 0.000102, No Obj: 0.000209, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.616358, Class: 0.712111, Obj: 0.001571, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.607604, Class: 0.686081, Obj: 0.002280, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.201343, Class: 0.416933, Obj: 0.000136, No Obj: 0.000216, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.511721, Class: 0.793166, Obj: 0.002520, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499591, Class: 0.606151, Obj: 0.000807, No Obj: 0.000188, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.574949, Class: 0.652993, Obj: 0.004783, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.381923, Class: 0.657571, Obj: 0.000594, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592520, Class: 0.614117, Obj: 0.001095, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.393704, Class: 0.653054, Obj: 0.001009, No Obj: 0.000136, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458353, Class: 0.674313, Obj: 0.000311, No Obj: 0.000191, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.504220, Class: 0.638884, Obj: 0.000474, No Obj: 0.000132, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504047, Class: 0.596458, Obj: 0.002118, No Obj: 0.000128, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 594: 0.955121, 0.906208 avg loss, 0.000124 rate, 3.925396 seconds, 38016 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821617, Class: 0.627269, Obj: 0.007194, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.356175, Class: 0.320687, Obj: 0.001428, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589223, Class: 0.632408, Obj: 0.000321, No Obj: 0.000129, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.438042, Class: 0.659348, Obj: 0.004319, No Obj: 0.000146, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486508, Class: 0.611283, Obj: 0.003637, No Obj: 0.000190, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.519852, Class: 0.639705, Obj: 0.004161, No Obj: 0.000153, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401026, Class: 0.686533, Obj: 0.000761, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.536617, Class: 0.593785, Obj: 0.005866, No Obj: 0.000141, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525346, Class: 0.648051, Obj: 0.002979, No Obj: 0.000132, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.258774, Class: 0.440193, Obj: 0.000681, No Obj: 0.000230, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432608, Class: 0.616314, Obj: 0.002732, No Obj: 0.000133, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766222, Class: 0.756468, Obj: 0.000719, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625146, Class: 0.585113, Obj: 0.004089, No Obj: 0.000141, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 595: 0.846817, 0.900269 avg loss, 0.000125 rate, 3.927138 seconds, 38080 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571791, Class: 0.604379, Obj: 0.001534, No Obj: 0.000127, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323159, Class: 0.851828, Obj: 0.001141, No Obj: 0.000178, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487672, Class: 0.601455, Obj: 0.007135, No Obj: 0.000142, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645417, Class: 0.639349, Obj: 0.000863, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819302, Class: 0.781023, Obj: 0.001246, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.277842, Class: 0.728893, Obj: 0.009311, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.241168, Class: 0.345025, Obj: 0.000508, No Obj: 0.000194, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.461580, Class: 0.784092, Obj: 0.000458, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.436159, Class: 0.585410, Obj: 0.000424, No Obj: 0.000131, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.668638, Class: 0.546260, Obj: 0.000299, No Obj: 0.000239, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.373239, Class: 0.607506, Obj: 0.000512, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502380, Class: 0.618094, Obj: 0.003835, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475758, Class: 0.758836, Obj: 0.002436, No Obj: 0.000181, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.359929, Class: 0.561788, Obj: 0.002193, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394921, Class: 0.708789, Obj: 0.000214, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544440, Class: 0.644938, Obj: 0.001743, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 596: 0.830531, 0.893295 avg loss, 0.000126 rate, 3.926366 seconds, 38144 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636701, Class: 0.543079, Obj: 0.003160, No Obj: 0.000120, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478104, Class: 0.814071, Obj: 0.004511, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.369607, Class: 0.798176, Obj: 0.000941, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.576889, Class: 0.699886, Obj: 0.004174, No Obj: 0.000144, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570032, Class: 0.735991, Obj: 0.005864, No Obj: 0.000185, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.443126, Class: 0.666188, Obj: 0.000567, No Obj: 0.000140, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.507946, Class: 0.750752, Obj: 0.002436, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436141, Class: 0.666980, Obj: 0.003315, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.301188, Class: 0.504807, Obj: 0.000717, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654051, Class: 0.674193, Obj: 0.007504, No Obj: 0.000148, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.499031, Class: 0.543106, Obj: 0.000676, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.474352, Class: 0.750611, Obj: 0.000954, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.274222, Class: 0.605642, Obj: 0.000122, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 597: 0.662561, 0.870222 avg loss, 0.000127 rate, 3.926588 seconds, 38208 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559328, Class: 0.784153, Obj: 0.004967, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.337558, Class: 0.635439, Obj: 0.001973, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.307287, Class: 0.656829, Obj: 0.000902, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.534144, Class: 0.570269, Obj: 0.000882, No Obj: 0.000148, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520165, Class: 0.561043, Obj: 0.003073, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451207, Class: 0.605286, Obj: 0.003317, No Obj: 0.000136, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.527273, Class: 0.637116, Obj: 0.001366, No Obj: 0.000133, .5R: 0.444444, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433626, Class: 0.642213, Obj: 0.002922, No Obj: 0.000143, .5R: 0.400000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683506, Class: 0.689174, Obj: 0.000888, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441155, Class: 0.531713, Obj: 0.001105, No Obj: 0.000136, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688469, Class: 0.557358, Obj: 0.000583, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512240, Class: 0.614050, Obj: 0.004908, No Obj: 0.000143, .5R: 0.428571, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 598: 1.142710, 0.897470 avg loss, 0.000128 rate, 3.922994 seconds, 38272 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472904, Class: 0.378408, Obj: 0.000410, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434613, Class: 0.655261, Obj: 0.005098, No Obj: 0.000145, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433132, Class: 0.733422, Obj: 0.005148, No Obj: 0.000143, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.209726, Class: 0.352511, Obj: 0.003817, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.422444, Class: 0.595231, Obj: 0.001767, No Obj: 0.000151, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.580673, Class: 0.761651, Obj: 0.002395, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602395, Class: 0.565573, Obj: 0.001251, No Obj: 0.000133, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.237834, Class: 0.303654, Obj: 0.000121, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.326907, Class: 0.619516, Obj: 0.002771, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389311, Class: 0.765851, Obj: 0.000536, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463589, Class: 0.722248, Obj: 0.000729, No Obj: 0.000137, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.326733, Class: 0.640743, Obj: 0.001012, No Obj: 0.000199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704439, Class: 0.610855, Obj: 0.001126, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.078177, Class: 0.692643, Obj: 0.000042, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.633528, Class: 0.378931, Obj: 0.000622, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840923, Class: 0.702812, Obj: 0.001840, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.542988, Class: 0.669417, Obj: 0.001514, No Obj: 0.000146, .5R: 0.400000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 599: 1.124454, 0.920169 avg loss, 0.000129 rate, 3.917217 seconds, 38336 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506915, Class: 0.791215, Obj: 0.000296, No Obj: 0.000178, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.408067, Class: 0.597927, Obj: 0.002801, No Obj: 0.000136, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.766291, Class: 0.697663, Obj: 0.000425, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.686005, Class: 0.826564, Obj: 0.011106, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.297299, Class: 0.510087, Obj: 0.000106, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.317220, Class: 0.601180, Obj: 0.002200, No Obj: 0.000229, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.369491, Class: 0.685272, Obj: 0.000592, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.439617, Class: 0.709891, Obj: 0.006489, No Obj: 0.000143, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419782, Class: 0.816622, Obj: 0.001393, No Obj: 0.000182, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.701090, Class: 0.650870, Obj: 0.003114, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.632731, Class: 0.675767, Obj: 0.000206, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.481412, Class: 0.557150, Obj: 0.000181, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471867, Class: 0.722182, Obj: 0.008032, No Obj: 0.000137, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493689, Class: 0.777547, Obj: 0.000938, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.418497, Class: 0.631094, Obj: 0.001726, No Obj: 0.000136, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382368, Class: 0.769113, Obj: 0.002877, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.292129, Class: 0.690959, Obj: 0.008783, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523922, Class: 0.734213, Obj: 0.013066, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 600: 1.165208, 0.944673 avg loss, 0.000130 rate, 3.934327 seconds, 38400 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.279669, Class: 0.747691, Obj: 0.000899, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.428441, Class: 0.600040, Obj: 0.001602, No Obj: 0.000151, .5R: 0.307692, .75R: 0.000000, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.413516, Class: 0.530111, Obj: 0.000277, No Obj: 0.000128, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.464702, Class: 0.614089, Obj: 0.001977, No Obj: 0.000226, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431091, Class: 0.640430, Obj: 0.001273, No Obj: 0.000127, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.538118, Class: 0.610463, Obj: 0.006504, No Obj: 0.000126, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.290269, Class: 0.585387, Obj: 0.001678, No Obj: 0.000207, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.500768, Class: 0.556469, Obj: 0.000992, No Obj: 0.000190, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.345674, Class: 0.613346, Obj: 0.000156, No Obj: 0.000131, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.279564, Class: 0.713418, Obj: 0.002806, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522107, Class: 0.724884, Obj: 0.002160, No Obj: 0.000184, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.582452, Class: 0.648519, Obj: 0.000558, No Obj: 0.000138, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465535, Class: 0.826503, Obj: 0.000917, No Obj: 0.000177, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.688884, Class: 0.752991, Obj: 0.005006, No Obj: 0.000149, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 601: 1.142821, 0.964488 avg loss, 0.000130 rate, 3.703870 seconds, 38464 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661938, Class: 0.639182, Obj: 0.001221, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.561508, Class: 0.594318, Obj: 0.009410, No Obj: 0.000164, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.270285, Class: 0.858976, Obj: 0.000398, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635676, Class: 0.613934, Obj: 0.003775, No Obj: 0.000131, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.465082, Class: 0.652263, Obj: 0.000150, No Obj: 0.000189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.613642, Class: 0.748759, Obj: 0.000807, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377700, Class: 0.619878, Obj: 0.000400, No Obj: 0.000120, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.280532, Class: 0.568037, Obj: 0.000272, No Obj: 0.000206, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.442180, Class: 0.759264, Obj: 0.001065, No Obj: 0.000179, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.444495, Class: 0.638928, Obj: 0.005210, No Obj: 0.000129, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526057, Class: 0.632042, Obj: 0.006686, No Obj: 0.000139, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418308, Class: 0.711767, Obj: 0.000911, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.441895, Class: 0.758278, Obj: 0.000809, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.305902, Class: 0.648436, Obj: 0.000505, No Obj: 0.000113, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396503, Class: 0.650513, Obj: 0.000697, No Obj: 0.000119, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 602: 0.970475, 0.965086 avg loss, 0.000131 rate, 3.916755 seconds, 38528 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312465, Class: 0.499138, Obj: 0.000637, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.342727, Class: 0.586873, Obj: 0.002330, No Obj: 0.000122, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485279, Class: 0.733356, Obj: 0.001694, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663004, Class: 0.670541, Obj: 0.003305, No Obj: 0.000133, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.387737, Class: 0.679026, Obj: 0.009926, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644739, Class: 0.607424, Obj: 0.006374, No Obj: 0.000135, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.320768, Class: 0.444362, Obj: 0.001413, No Obj: 0.000197, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.867567, Class: 0.693821, Obj: 0.006501, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612101, Class: 0.671873, Obj: 0.005695, No Obj: 0.000149, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903112, Class: 0.693030, Obj: 0.002506, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.499110, Class: 0.627871, Obj: 0.005801, No Obj: 0.000149, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.417309, Class: 0.621726, Obj: 0.001572, No Obj: 0.000202, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.257656, Class: 0.805302, Obj: 0.000150, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532424, Class: 0.567131, Obj: 0.001727, No Obj: 0.000113, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663654, Class: 0.767035, Obj: 0.001465, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640532, Class: 0.652877, Obj: 0.000530, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 603: 0.691069, 0.937685 avg loss, 0.000132 rate, 3.906747 seconds, 38592 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633456, Class: 0.734508, Obj: 0.001872, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583284, Class: 0.573225, Obj: 0.008206, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638255, Class: 0.713270, Obj: 0.017454, No Obj: 0.000144, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624630, Class: 0.580138, Obj: 0.000924, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.665444, Class: 0.702104, Obj: 0.004061, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507855, Class: 0.716221, Obj: 0.008562, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.385212, Class: 0.536545, Obj: 0.001379, No Obj: 0.000114, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461654, Class: 0.854778, Obj: 0.004501, No Obj: 0.000178, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.546242, Class: 0.736911, Obj: 0.009697, No Obj: 0.000131, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.327676, Class: 0.830885, Obj: 0.000985, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.397374, Class: 0.672345, Obj: 0.001015, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505543, Class: 0.681963, Obj: 0.001289, No Obj: 0.000137, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478225, Class: 0.747175, Obj: 0.011095, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577357, Class: 0.643790, Obj: 0.002544, No Obj: 0.000139, .5R: 0.333333, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 604: 0.595353, 0.903452 avg loss, 0.000133 rate, 3.920164 seconds, 38656 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417900, Class: 0.795152, Obj: 0.000563, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612488, Class: 0.774211, Obj: 0.010191, No Obj: 0.000128, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496962, Class: 0.678111, Obj: 0.006766, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561589, Class: 0.637508, Obj: 0.003658, No Obj: 0.000139, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595301, Class: 0.638182, Obj: 0.001169, No Obj: 0.000183, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.399581, Class: 0.708261, Obj: 0.023448, No Obj: 0.000124, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587713, Class: 0.658537, Obj: 0.002555, No Obj: 0.000178, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.530587, Class: 0.661880, Obj: 0.000682, No Obj: 0.000119, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669120, Class: 0.781157, Obj: 0.001319, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491580, Class: 0.696200, Obj: 0.000623, No Obj: 0.000124, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497159, Class: 0.637965, Obj: 0.003288, No Obj: 0.000133, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448868, Class: 0.802527, Obj: 0.004124, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550462, Class: 0.676043, Obj: 0.008297, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493328, Class: 0.630758, Obj: 0.011325, No Obj: 0.000133, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 605: 0.762145, 0.889321 avg loss, 0.000134 rate, 3.923449 seconds, 38720 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808553, Class: 0.837835, Obj: 0.001001, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643143, Class: 0.770177, Obj: 0.000621, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.615610, Class: 0.732422, Obj: 0.000032, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.340479, Class: 0.678374, Obj: 0.000313, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.404668, Class: 0.679606, Obj: 0.002584, No Obj: 0.000120, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.131286, Class: 0.827272, Obj: 0.000203, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457736, Class: 0.636624, Obj: 0.000880, No Obj: 0.000116, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648232, Class: 0.675492, Obj: 0.001366, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512839, Class: 0.633588, Obj: 0.001386, No Obj: 0.000120, .5R: 0.454545, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551511, Class: 0.656339, Obj: 0.006880, No Obj: 0.000109, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646861, Class: 0.797218, Obj: 0.003661, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.636196, Class: 0.670825, Obj: 0.002754, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412539, Class: 0.564108, Obj: 0.001992, No Obj: 0.000115, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 606: 0.733271, 0.873716 avg loss, 0.000135 rate, 3.904967 seconds, 38784 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.275076, Class: 0.653012, Obj: 0.006471, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520440, Class: 0.699114, Obj: 0.002990, No Obj: 0.000121, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.266407, Class: 0.741085, Obj: 0.000136, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463688, Class: 0.603373, Obj: 0.000982, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.202738, Class: 0.838105, Obj: 0.003964, No Obj: 0.000173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674149, Class: 0.730713, Obj: 0.012498, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483896, Class: 0.768535, Obj: 0.003790, No Obj: 0.000184, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.373221, Class: 0.640693, Obj: 0.001079, No Obj: 0.000134, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564744, Class: 0.727974, Obj: 0.001608, No Obj: 0.000178, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.419068, Class: 0.675795, Obj: 0.001289, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.296619, Class: 0.541309, Obj: 0.000776, No Obj: 0.000170, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.424844, Class: 0.614132, Obj: 0.001435, No Obj: 0.000119, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477182, Class: 0.682604, Obj: 0.002131, No Obj: 0.000117, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 607: 0.806482, 0.866992 avg loss, 0.000136 rate, 3.918787 seconds, 38848 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.628724, Class: 0.516768, Obj: 0.002260, No Obj: 0.000197, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.509375, Class: 0.820253, Obj: 0.002323, No Obj: 0.000181, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.414047, Class: 0.703560, Obj: 0.011861, No Obj: 0.000137, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.323367, Class: 0.822141, Obj: 0.000640, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427812, Class: 0.666757, Obj: 0.007890, No Obj: 0.000109, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.391044, Class: 0.283745, Obj: 0.000643, No Obj: 0.000188, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.408829, Class: 0.680251, Obj: 0.003738, No Obj: 0.000124, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.316974, Class: 0.757701, Obj: 0.000848, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.820495, Class: 0.712849, Obj: 0.017304, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526335, Class: 0.741834, Obj: 0.008845, No Obj: 0.000113, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435062, Class: 0.704477, Obj: 0.008435, No Obj: 0.000118, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.367423, Class: 0.496513, Obj: 0.000574, No Obj: 0.000188, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.487271, Class: 0.764599, Obj: 0.008042, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663848, Class: 0.629703, Obj: 0.006737, No Obj: 0.000149, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 608: 0.796622, 0.859955 avg loss, 0.000137 rate, 3.916348 seconds, 38912 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.255168, Class: 0.738231, Obj: 0.000221, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.453986, Class: 0.671223, Obj: 0.003793, No Obj: 0.000131, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674308, Class: 0.659050, Obj: 0.000424, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.551691, Class: 0.489640, Obj: 0.000392, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501744, Class: 0.666521, Obj: 0.002854, No Obj: 0.000116, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.302487, Class: 0.843753, Obj: 0.004754, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536602, Class: 0.684736, Obj: 0.006419, No Obj: 0.000134, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584200, Class: 0.790340, Obj: 0.001473, No Obj: 0.000174, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.456076, Class: 0.571361, Obj: 0.003228, No Obj: 0.000118, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.420676, Class: 0.428601, Obj: 0.001980, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.440181, Class: 0.712238, Obj: 0.001640, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580032, Class: 0.795067, Obj: 0.003427, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.163483, Class: 0.626948, Obj: 0.001251, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528818, Class: 0.623297, Obj: 0.000098, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.513665, Class: 0.659082, Obj: 0.000043, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.470509, Class: 0.687629, Obj: 0.002094, No Obj: 0.000128, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 609: 0.970330, 0.870993 avg loss, 0.000138 rate, 3.924448 seconds, 38976 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596221, Class: 0.601692, Obj: 0.000422, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589094, Class: 0.699063, Obj: 0.000892, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428146, Class: 0.687075, Obj: 0.000710, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.383945, Class: 0.657808, Obj: 0.000466, No Obj: 0.000123, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511212, Class: 0.648360, Obj: 0.000633, No Obj: 0.000102, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612625, Class: 0.754521, Obj: 0.002276, No Obj: 0.000182, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.529470, Class: 0.670830, Obj: 0.012760, No Obj: 0.000156, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545184, Class: 0.691195, Obj: 0.016458, No Obj: 0.000132, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.397005, Class: 0.317268, Obj: 0.000747, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.629805, Class: 0.745188, Obj: 0.000324, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.539018, Class: 0.668438, Obj: 0.006640, No Obj: 0.000125, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.379717, Class: 0.593846, Obj: 0.001007, No Obj: 0.000115, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637699, Class: 0.833122, Obj: 0.005336, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.420844, Class: 0.682790, Obj: 0.006311, No Obj: 0.000140, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 610: 0.904576, 0.874351 avg loss, 0.000138 rate, 3.902763 seconds, 39040 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437457, Class: 0.712219, Obj: 0.000677, No Obj: 0.000175, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.373864, Class: 0.638936, Obj: 0.001241, No Obj: 0.000113, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510094, Class: 0.821201, Obj: 0.003462, No Obj: 0.000172, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.493098, Class: 0.661592, Obj: 0.000419, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542642, Class: 0.489676, Obj: 0.000648, No Obj: 0.000179, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.446360, Class: 0.673971, Obj: 0.001520, No Obj: 0.000117, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400727, Class: 0.320030, Obj: 0.000353, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577409, Class: 0.661441, Obj: 0.013812, No Obj: 0.000149, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.443985, Class: 0.533876, Obj: 0.000286, No Obj: 0.000174, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401801, Class: 0.598488, Obj: 0.000988, No Obj: 0.000113, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.230433, Class: 0.369723, Obj: 0.000909, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569814, Class: 0.758865, Obj: 0.001490, No Obj: 0.000110, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.743850, Class: 0.596313, Obj: 0.000202, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378600, Class: 0.808557, Obj: 0.002382, No Obj: 0.000121, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679600, Class: 0.430047, Obj: 0.000600, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.201826, Class: 0.601563, Obj: 0.002251, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 611: 1.109516, 0.897868 avg loss, 0.000139 rate, 3.907650 seconds, 39104 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445936, Class: 0.847650, Obj: 0.007445, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487190, Class: 0.762801, Obj: 0.000690, No Obj: 0.000115, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.318080, Class: 0.684496, Obj: 0.000573, No Obj: 0.000103, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.330543, Class: 0.464188, Obj: 0.003239, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578354, Class: 0.603485, Obj: 0.001907, No Obj: 0.000116, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.689003, Class: 0.530134, Obj: 0.002071, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709449, Class: 0.638507, Obj: 0.002296, No Obj: 0.000122, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471188, Class: 0.688688, Obj: 0.001154, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.269002, Class: 0.628093, Obj: 0.001157, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.290699, Class: 0.445177, Obj: 0.001377, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.377392, Class: 0.736449, Obj: 0.002015, No Obj: 0.000127, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612834, Class: 0.851387, Obj: 0.001130, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.329011, Class: 0.654634, Obj: 0.001732, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318339, Class: 0.702181, Obj: 0.002714, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451271, Class: 0.609985, Obj: 0.000935, No Obj: 0.000117, .5R: 0.333333, .75R: 0.222222, count: 9 (next mAP calculation at 1000 iterations) 612: 1.057947, 0.913876 avg loss, 0.000140 rate, 3.901587 seconds, 39168 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630565, Class: 0.852290, Obj: 0.014122, No Obj: 0.000172, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.360990, Class: 0.646005, Obj: 0.001346, No Obj: 0.000125, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532188, Class: 0.673456, Obj: 0.002004, No Obj: 0.000101, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.366667, Class: 0.796335, Obj: 0.003598, No Obj: 0.000140, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429923, Class: 0.685292, Obj: 0.008669, No Obj: 0.000118, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518642, Class: 0.836362, Obj: 0.002855, No Obj: 0.000169, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.457859, Class: 0.663147, Obj: 0.001695, No Obj: 0.000125, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654536, Class: 0.865346, Obj: 0.003585, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541418, Class: 0.663073, Obj: 0.004199, No Obj: 0.000123, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.507846, Class: 0.624215, Obj: 0.001076, No Obj: 0.000109, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.340226, Class: 0.720031, Obj: 0.002839, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.412588, Class: 0.746605, Obj: 0.007800, No Obj: 0.000138, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 613: 1.165030, 0.938991 avg loss, 0.000141 rate, 3.923120 seconds, 39232 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.432091, Class: 0.790340, Obj: 0.003300, No Obj: 0.000118, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.122054, Class: 0.662402, Obj: 0.002540, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666978, Class: 0.730809, Obj: 0.005845, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553618, Class: 0.528472, Obj: 0.001210, No Obj: 0.000181, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.516975, Class: 0.603862, Obj: 0.008363, No Obj: 0.000124, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565984, Class: 0.778658, Obj: 0.001441, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565644, Class: 0.705962, Obj: 0.003674, No Obj: 0.000118, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529682, Class: 0.715476, Obj: 0.001221, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.431341, Class: 0.695029, Obj: 0.002569, No Obj: 0.000113, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.364907, Class: 0.610090, Obj: 0.000674, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.343521, Class: 0.803367, Obj: 0.000802, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.521170, Class: 0.742881, Obj: 0.003172, No Obj: 0.000132, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599798, Class: 0.729688, Obj: 0.004930, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626019, Class: 0.666837, Obj: 0.018943, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462022, Class: 0.751474, Obj: 0.000641, No Obj: 0.000171, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.621482, Class: 0.655415, Obj: 0.009986, No Obj: 0.000118, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 614: 0.812121, 0.926304 avg loss, 0.000142 rate, 3.924611 seconds, 39296 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603503, Class: 0.737955, Obj: 0.000357, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434579, Class: 0.628432, Obj: 0.006428, No Obj: 0.000126, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569136, Class: 0.425363, Obj: 0.000137, No Obj: 0.000170, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666045, Class: 0.607560, Obj: 0.015520, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388672, Class: 0.670104, Obj: 0.001587, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.390676, Class: 0.863839, Obj: 0.002292, No Obj: 0.000173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559738, Class: 0.745058, Obj: 0.002072, No Obj: 0.000127, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618597, Class: 0.680767, Obj: 0.009044, No Obj: 0.000118, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351300, Class: 0.740878, Obj: 0.000728, No Obj: 0.000104, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.199869, Class: 0.585354, Obj: 0.000096, No Obj: 0.000178, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414229, Class: 0.648180, Obj: 0.004513, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.739942, Class: 0.577577, Obj: 0.001246, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.331190, Class: 0.686933, Obj: 0.006302, No Obj: 0.000142, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 615: 1.042715, 0.937945 avg loss, 0.000143 rate, 3.925124 seconds, 39360 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453521, Class: 0.647808, Obj: 0.001446, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527999, Class: 0.516756, Obj: 0.005536, No Obj: 0.000111, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.627583, Class: 0.511759, Obj: 0.004226, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455662, Class: 0.680907, Obj: 0.008574, No Obj: 0.000125, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473647, Class: 0.803459, Obj: 0.001871, No Obj: 0.000170, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.444541, Class: 0.718110, Obj: 0.005240, No Obj: 0.000140, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579420, Class: 0.722273, Obj: 0.000185, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482630, Class: 0.701406, Obj: 0.004057, No Obj: 0.000127, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.645540, Class: 0.725133, Obj: 0.000421, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.575346, Class: 0.830869, Obj: 0.005278, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565134, Class: 0.584467, Obj: 0.014030, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461143, Class: 0.612727, Obj: 0.000072, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641578, Class: 0.822433, Obj: 0.003355, No Obj: 0.000177, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.585169, Class: 0.560365, Obj: 0.000403, No Obj: 0.000113, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521403, Class: 0.670985, Obj: 0.003701, No Obj: 0.000111, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 616: 0.806914, 0.924842 avg loss, 0.000144 rate, 3.922100 seconds, 39424 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.408589, Class: 0.642947, Obj: 0.000397, No Obj: 0.000110, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579214, Class: 0.812914, Obj: 0.000874, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.431078, Class: 0.673883, Obj: 0.003928, No Obj: 0.000107, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612941, Class: 0.719444, Obj: 0.008138, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523433, Class: 0.646891, Obj: 0.001802, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741404, Class: 0.809668, Obj: 0.000984, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504520, Class: 0.741411, Obj: 0.002707, No Obj: 0.000107, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.757852, Class: 0.743219, Obj: 0.000721, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454647, Class: 0.631060, Obj: 0.018978, No Obj: 0.000125, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594919, Class: 0.863163, Obj: 0.000985, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.396620, Class: 0.644783, Obj: 0.003767, No Obj: 0.000123, .5R: 0.125000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683332, Class: 0.877256, Obj: 0.000473, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682525, Class: 0.656985, Obj: 0.004503, No Obj: 0.000118, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 1000 iterations) 617: 0.675874, 0.899945 avg loss, 0.000145 rate, 3.923055 seconds, 39488 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.273256, Class: 0.593362, Obj: 0.000587, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.824573, Class: 0.704521, Obj: 0.002665, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.415488, Class: 0.633889, Obj: 0.008010, No Obj: 0.000124, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532299, Class: 0.724135, Obj: 0.003806, No Obj: 0.000176, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.350467, Class: 0.695628, Obj: 0.000375, No Obj: 0.000146, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639477, Class: 0.713321, Obj: 0.000108, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.468176, Class: 0.676659, Obj: 0.013474, No Obj: 0.000120, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537373, Class: 0.760668, Obj: 0.007710, No Obj: 0.000123, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492544, Class: 0.786068, Obj: 0.010985, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.446753, Class: 0.670549, Obj: 0.006328, No Obj: 0.000125, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572520, Class: 0.885721, Obj: 0.002459, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587249, Class: 0.688989, Obj: 0.006528, No Obj: 0.000145, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800694, Class: 0.667949, Obj: 0.001809, No Obj: 0.000174, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.542361, Class: 0.674281, Obj: 0.040252, No Obj: 0.000147, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511796, Class: 0.683686, Obj: 0.004587, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 618: 0.858458, 0.895797 avg loss, 0.000146 rate, 3.919155 seconds, 39552 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391552, Class: 0.707999, Obj: 0.000436, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.401156, Class: 0.677289, Obj: 0.008175, No Obj: 0.000116, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568823, Class: 0.633001, Obj: 0.001441, No Obj: 0.000161, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.648933, Class: 0.725156, Obj: 0.004078, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605324, Class: 0.711747, Obj: 0.002269, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.422939, Class: 0.700175, Obj: 0.002314, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710746, Class: 0.864247, Obj: 0.003275, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528878, Class: 0.638205, Obj: 0.000834, No Obj: 0.000099, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.353085, Class: 0.672800, Obj: 0.000333, No Obj: 0.000105, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416257, Class: 0.764551, Obj: 0.001994, No Obj: 0.000175, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.457299, Class: 0.626412, Obj: 0.003618, No Obj: 0.000145, .5R: 0.444444, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669601, Class: 0.760410, Obj: 0.006538, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534757, Class: 0.742538, Obj: 0.016930, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827238, Class: 0.728716, Obj: 0.000728, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.541644, Class: 0.644001, Obj: 0.005766, No Obj: 0.000134, .5R: 0.555556, .75R: 0.111111, count: 9 (next mAP calculation at 1000 iterations) 619: 0.958381, 0.902055 avg loss, 0.000147 rate, 3.933550 seconds, 39616 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.218624, Class: 0.582065, Obj: 0.000247, No Obj: 0.000194, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.564163, Class: 0.502506, Obj: 0.000389, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.478821, Class: 0.496499, Obj: 0.000412, No Obj: 0.000103, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.396335, Class: 0.629484, Obj: 0.001218, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.498598, Class: 0.858198, Obj: 0.016191, No Obj: 0.000173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.572383, Class: 0.663312, Obj: 0.002962, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717483, Class: 0.768285, Obj: 0.008858, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500905, Class: 0.673008, Obj: 0.007911, No Obj: 0.000124, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.292658, Class: 0.702413, Obj: 0.001253, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380925, Class: 0.816458, Obj: 0.005381, No Obj: 0.000167, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.561360, Class: 0.751636, Obj: 0.002722, No Obj: 0.000129, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391988, Class: 0.643934, Obj: 0.002149, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.430939, Class: 0.737473, Obj: 0.003466, No Obj: 0.000114, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590592, Class: 0.751191, Obj: 0.007226, No Obj: 0.000107, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 620: 0.652383, 0.877088 avg loss, 0.000148 rate, 3.905062 seconds, 39680 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467100, Class: 0.736762, Obj: 0.001464, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.441853, Class: 0.687151, Obj: 0.000242, No Obj: 0.000169, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.612398, Class: 0.754623, Obj: 0.038441, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477692, Class: 0.660751, Obj: 0.000359, No Obj: 0.000098, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451475, Class: 0.475549, Obj: 0.000964, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601577, Class: 0.685253, Obj: 0.017178, No Obj: 0.000144, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458540, Class: 0.537267, Obj: 0.000219, No Obj: 0.000162, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.412456, Class: 0.620832, Obj: 0.000928, No Obj: 0.000103, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565150, Class: 0.677725, Obj: 0.002273, No Obj: 0.000110, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479995, Class: 0.455047, Obj: 0.000385, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511657, Class: 0.707000, Obj: 0.001984, No Obj: 0.000112, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433790, Class: 0.690873, Obj: 0.003501, No Obj: 0.000100, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 621: 0.863225, 0.875701 avg loss, 0.000149 rate, 3.924116 seconds, 39744 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632347, Class: 0.615943, Obj: 0.000635, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.481101, Class: 0.617940, Obj: 0.006188, No Obj: 0.000106, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536333, Class: 0.812194, Obj: 0.001688, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533832, Class: 0.632675, Obj: 0.012394, No Obj: 0.000121, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561618, Class: 0.640876, Obj: 0.001303, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.538909, Class: 0.653041, Obj: 0.001906, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.396369, Class: 0.575555, Obj: 0.003819, No Obj: 0.000188, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.600366, Class: 0.760637, Obj: 0.008031, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504894, Class: 0.710139, Obj: 0.001068, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.365763, Class: 0.785088, Obj: 0.001508, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522745, Class: 0.754768, Obj: 0.009938, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.233494, Class: 0.679027, Obj: 0.002630, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.897254, Class: 0.657183, Obj: 0.004209, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.812320, Class: 0.379287, Obj: 0.000229, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686143, Class: 0.605029, Obj: 0.009980, No Obj: 0.000133, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491178, Class: 0.706453, Obj: 0.001270, No Obj: 0.000167, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647821, Class: 0.652807, Obj: 0.035010, No Obj: 0.000154, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 622: 0.609029, 0.849034 avg loss, 0.000150 rate, 3.920012 seconds, 39808 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758011, Class: 0.742747, Obj: 0.000504, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614745, Class: 0.715249, Obj: 0.028104, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.475423, Class: 0.380677, Obj: 0.002260, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.212058, Class: 0.832452, Obj: 0.002396, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.329214, Class: 0.764592, Obj: 0.010086, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418954, Class: 0.704380, Obj: 0.009186, No Obj: 0.000127, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610192, Class: 0.662802, Obj: 0.000456, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407274, Class: 0.708478, Obj: 0.003833, No Obj: 0.000114, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.824866, Class: 0.480515, Obj: 0.000103, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510228, Class: 0.725610, Obj: 0.006961, No Obj: 0.000126, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516911, Class: 0.705509, Obj: 0.000827, No Obj: 0.000109, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.574831, Class: 0.633614, Obj: 0.002006, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.428212, Class: 0.748569, Obj: 0.000158, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.329029, Class: 0.644018, Obj: 0.003144, No Obj: 0.000125, .5R: 0.111111, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.444792, Class: 0.520121, Obj: 0.000775, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378919, Class: 0.805824, Obj: 0.001390, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 623: 1.080763, 0.872207 avg loss, 0.000151 rate, 3.924960 seconds, 39872 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.248450, Class: 0.701751, Obj: 0.000205, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.564983, Class: 0.710868, Obj: 0.008258, No Obj: 0.000150, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427158, Class: 0.868580, Obj: 0.005442, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494622, Class: 0.724898, Obj: 0.015995, No Obj: 0.000121, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535156, Class: 0.608706, Obj: 0.000625, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674822, Class: 0.761407, Obj: 0.001189, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469083, Class: 0.667458, Obj: 0.012487, No Obj: 0.000106, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.272165, Class: 0.735529, Obj: 0.008196, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.634108, Class: 0.285665, Obj: 0.001314, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.676777, Class: 0.626197, Obj: 0.001585, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451649, Class: 0.660642, Obj: 0.000240, No Obj: 0.000104, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.452457, Class: 0.604529, Obj: 0.000308, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.513523, Class: 0.702947, Obj: 0.002198, No Obj: 0.000162, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.524838, Class: 0.566264, Obj: 0.000550, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401514, Class: 0.625813, Obj: 0.010585, No Obj: 0.000131, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 624: 0.686435, 0.853630 avg loss, 0.000152 rate, 3.926738 seconds, 39936 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370267, Class: 0.849168, Obj: 0.001568, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442431, Class: 0.696951, Obj: 0.001574, No Obj: 0.000102, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.408759, Class: 0.674121, Obj: 0.007786, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506059, Class: 0.711665, Obj: 0.008186, No Obj: 0.000139, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470090, Class: 0.588880, Obj: 0.006250, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.202644, Class: 0.530362, Obj: 0.000053, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.379476, Class: 0.534991, Obj: 0.003436, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.351332, Class: 0.635596, Obj: 0.002443, No Obj: 0.000116, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793784, Class: 0.799256, Obj: 0.001315, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.585753, Class: 0.697864, Obj: 0.018526, No Obj: 0.000129, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471037, Class: 0.709741, Obj: 0.000247, No Obj: 0.000173, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.489308, Class: 0.712848, Obj: 0.012628, No Obj: 0.000165, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.440666, Class: 0.446297, Obj: 0.000215, No Obj: 0.000188, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.549876, Class: 0.780519, Obj: 0.003133, No Obj: 0.000182, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.472032, Class: 0.664137, Obj: 0.004750, No Obj: 0.000172, .5R: 0.250000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 625: 1.164268, 0.884694 avg loss, 0.000153 rate, 3.926545 seconds, 40000 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.283720, Class: 0.561401, Obj: 0.002573, No Obj: 0.000198, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.527696, Class: 0.562194, Obj: 0.001218, No Obj: 0.000114, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614082, Class: 0.658801, Obj: 0.005433, No Obj: 0.000118, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472881, Class: 0.827463, Obj: 0.005057, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.327829, Class: 0.728907, Obj: 0.002484, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.201375, Class: 0.840107, Obj: 0.002191, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435925, Class: 0.699798, Obj: 0.001756, No Obj: 0.000112, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.374278, Class: 0.458146, Obj: 0.002570, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.706888, Class: 0.747474, Obj: 0.002095, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669234, Class: 0.726265, Obj: 0.011601, No Obj: 0.000142, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411354, Class: 0.588681, Obj: 0.002627, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533411, Class: 0.637348, Obj: 0.008762, No Obj: 0.000127, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627047, Class: 0.724666, Obj: 0.001329, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488907, Class: 0.673517, Obj: 0.000662, No Obj: 0.000107, .5R: 0.444444, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546005, Class: 0.755850, Obj: 0.000996, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.317250, Class: 0.574931, Obj: 0.007429, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 626: 1.058566, 0.902081 avg loss, 0.000154 rate, 3.920434 seconds, 40064 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511622, Class: 0.810955, Obj: 0.003573, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.379880, Class: 0.687717, Obj: 0.022786, No Obj: 0.000143, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.708523, Class: 0.259512, Obj: 0.000091, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.316135, Class: 0.687201, Obj: 0.001871, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.484866, Class: 0.700195, Obj: 0.002028, No Obj: 0.000118, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.428915, Class: 0.645329, Obj: 0.000299, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565558, Class: 0.653085, Obj: 0.006272, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468761, Class: 0.583038, Obj: 0.001692, No Obj: 0.000096, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416574, Class: 0.694840, Obj: 0.006594, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609591, Class: 0.712188, Obj: 0.005884, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.464700, Class: 0.672904, Obj: 0.000674, No Obj: 0.000103, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900769, Class: 0.745072, Obj: 0.001742, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.382438, Class: 0.692615, Obj: 0.005063, No Obj: 0.000123, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.286371, Class: 0.586538, Obj: 0.002562, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.412956, Class: 0.727523, Obj: 0.014842, No Obj: 0.000163, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 627: 0.969487, 0.908822 avg loss, 0.000155 rate, 3.904730 seconds, 40128 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644730, Class: 0.412206, Obj: 0.001235, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.760970, Class: 0.658314, Obj: 0.000563, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316889, Class: 0.714885, Obj: 0.015982, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516915, Class: 0.782444, Obj: 0.004727, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771295, Class: 0.813686, Obj: 0.018404, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566264, Class: 0.485444, Obj: 0.000083, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585601, Class: 0.666451, Obj: 0.017981, No Obj: 0.000150, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554196, Class: 0.715862, Obj: 0.003807, No Obj: 0.000106, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725937, Class: 0.752682, Obj: 0.003677, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.466951, Class: 0.606765, Obj: 0.001445, No Obj: 0.000109, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.635857, Class: 0.184874, Obj: 0.000913, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.490107, Class: 0.784049, Obj: 0.003895, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.449663, Class: 0.745066, Obj: 0.002996, No Obj: 0.000092, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 628: 0.554489, 0.873388 avg loss, 0.000156 rate, 3.921467 seconds, 40192 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644769, Class: 0.482019, Obj: 0.001239, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435142, Class: 0.698853, Obj: 0.002462, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632335, Class: 0.690206, Obj: 0.004026, No Obj: 0.000164, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.320070, Class: 0.685498, Obj: 0.025495, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.272539, Class: 0.549371, Obj: 0.002659, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.481581, Class: 0.655568, Obj: 0.000805, No Obj: 0.000180, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.518285, Class: 0.681260, Obj: 0.000628, No Obj: 0.000177, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.341396, Class: 0.654330, Obj: 0.006839, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425782, Class: 0.705136, Obj: 0.001727, No Obj: 0.000175, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.589179, Class: 0.562551, Obj: 0.004127, No Obj: 0.000150, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545753, Class: 0.717050, Obj: 0.016609, No Obj: 0.000156, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259689, Class: 0.652583, Obj: 0.005598, No Obj: 0.000164, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636437, Class: 0.740866, Obj: 0.029371, No Obj: 0.000189, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600159, Class: 0.911336, Obj: 0.002731, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.314175, Class: 0.741259, Obj: 0.001824, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 629: 0.987140, 0.884763 avg loss, 0.000157 rate, 3.921375 seconds, 40256 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460719, Class: 0.837190, Obj: 0.002314, No Obj: 0.000163, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.671311, Class: 0.651823, Obj: 0.014034, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.454535, Class: 0.591473, Obj: 0.000145, No Obj: 0.000153, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.391716, Class: 0.666225, Obj: 0.005295, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.403442, Class: 0.849140, Obj: 0.001416, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475279, Class: 0.757238, Obj: 0.007653, No Obj: 0.000129, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.505330, Class: 0.654134, Obj: 0.001043, No Obj: 0.000175, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596541, Class: 0.712119, Obj: 0.014362, No Obj: 0.000127, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503139, Class: 0.805182, Obj: 0.002134, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605295, Class: 0.797631, Obj: 0.006372, No Obj: 0.000104, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536374, Class: 0.657820, Obj: 0.006481, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.388087, Class: 0.861797, Obj: 0.002482, No Obj: 0.000164, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647050, Class: 0.634174, Obj: 0.006821, No Obj: 0.000138, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.355275, Class: 0.827851, Obj: 0.005597, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.451345, Class: 0.741910, Obj: 0.031718, No Obj: 0.000156, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 630: 0.750848, 0.871372 avg loss, 0.000158 rate, 3.911842 seconds, 40320 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491710, Class: 0.804517, Obj: 0.007693, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520341, Class: 0.664020, Obj: 0.020687, No Obj: 0.000148, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.655121, Class: 0.403103, Obj: 0.000624, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526265, Class: 0.741039, Obj: 0.002232, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725940, Class: 0.685273, Obj: 0.004508, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662305, Class: 0.757393, Obj: 0.001912, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732069, Class: 0.810205, Obj: 0.000873, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.448466, Class: 0.753421, Obj: 0.003450, No Obj: 0.000119, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421601, Class: 0.538986, Obj: 0.000745, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.525609, Class: 0.689574, Obj: 0.007995, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.356437, Class: 0.601445, Obj: 0.001038, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.715270, Class: 0.806348, Obj: 0.004755, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510702, Class: 0.782087, Obj: 0.006316, No Obj: 0.000119, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.594011, Class: 0.487009, Obj: 0.001113, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503880, Class: 0.600967, Obj: 0.001042, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367754, Class: 0.647560, Obj: 0.000615, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 631: 0.638349, 0.848070 avg loss, 0.000159 rate, 3.923279 seconds, 40384 images Loaded: 0.000066 seconds Region 82 Avg IOU: 0.277895, Class: 0.419804, Obj: 0.000229, No Obj: 0.000164, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.535613, Class: 0.807273, Obj: 0.003810, No Obj: 0.000170, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.473681, Class: 0.708980, Obj: 0.003284, No Obj: 0.000113, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573840, Class: 0.799213, Obj: 0.001143, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.496153, Class: 0.686974, Obj: 0.001728, No Obj: 0.000087, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543528, Class: 0.707876, Obj: 0.013790, No Obj: 0.000127, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.428439, Class: 0.784889, Obj: 0.003815, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569872, Class: 0.677232, Obj: 0.022892, No Obj: 0.000111, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824058, Class: 0.321777, Obj: 0.000195, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733642, Class: 0.754992, Obj: 0.018738, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.310301, Class: 0.511247, Obj: 0.001653, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508690, Class: 0.702067, Obj: 0.007638, No Obj: 0.000148, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.368178, Class: 0.728420, Obj: 0.002333, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541981, Class: 0.688304, Obj: 0.007337, No Obj: 0.000119, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.552510, Class: 0.327954, Obj: 0.000323, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.523034, Class: 0.651757, Obj: 0.006298, No Obj: 0.000175, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517463, Class: 0.710721, Obj: 0.002821, No Obj: 0.000127, .5R: 0.625000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 632: 0.916344, 0.854897 avg loss, 0.000160 rate, 3.933437 seconds, 40448 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894576, Class: 0.460102, Obj: 0.001368, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.406151, Class: 0.665040, Obj: 0.008920, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483239, Class: 0.712397, Obj: 0.001166, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.270627, Class: 0.723286, Obj: 0.002075, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.396331, Class: 0.527861, Obj: 0.001022, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466015, Class: 0.718645, Obj: 0.006102, No Obj: 0.000123, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.417592, Class: 0.643242, Obj: 0.002309, No Obj: 0.000163, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618840, Class: 0.793608, Obj: 0.011170, No Obj: 0.000116, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566082, Class: 0.813188, Obj: 0.001371, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.560021, Class: 0.762030, Obj: 0.019618, No Obj: 0.000108, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484323, Class: 0.804486, Obj: 0.001679, No Obj: 0.000176, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.530082, Class: 0.592349, Obj: 0.002792, No Obj: 0.000121, .5R: 0.600000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.411129, Class: 0.691277, Obj: 0.002296, No Obj: 0.000087, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457746, Class: 0.796105, Obj: 0.013749, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.498709, Class: 0.670559, Obj: 0.003555, No Obj: 0.000123, .5R: 0.500000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 633: 1.046852, 0.874093 avg loss, 0.000161 rate, 3.926382 seconds, 40512 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416864, Class: 0.692397, Obj: 0.006770, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517908, Class: 0.689685, Obj: 0.003777, No Obj: 0.000117, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509985, Class: 0.842336, Obj: 0.003465, No Obj: 0.000156, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.562064, Class: 0.700368, Obj: 0.004324, No Obj: 0.000107, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.372734, Class: 0.701081, Obj: 0.004134, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571000, Class: 0.694206, Obj: 0.006651, No Obj: 0.000123, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555836, Class: 0.703885, Obj: 0.013900, No Obj: 0.000109, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603082, Class: 0.735868, Obj: 0.008243, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.449476, Class: 0.721363, Obj: 0.001773, No Obj: 0.000104, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435992, Class: 0.424604, Obj: 0.001601, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475147, Class: 0.795451, Obj: 0.000155, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367200, Class: 0.667149, Obj: 0.002980, No Obj: 0.000084, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.700120, Class: 0.536824, Obj: 0.000708, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.558851, Class: 0.699169, Obj: 0.003019, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524662, Class: 0.702396, Obj: 0.008329, No Obj: 0.000105, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 634: 0.823498, 0.869033 avg loss, 0.000162 rate, 3.930635 seconds, 40576 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846866, Class: 0.834282, Obj: 0.009442, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.475622, Class: 0.660375, Obj: 0.001248, No Obj: 0.000093, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.207380, Class: 0.848115, Obj: 0.003001, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.232777, Class: 0.759276, Obj: 0.002554, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.832403, Class: 0.545414, Obj: 0.000657, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.420150, Class: 0.686684, Obj: 0.001532, No Obj: 0.000098, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559386, Class: 0.762851, Obj: 0.012996, No Obj: 0.000175, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.619714, Class: 0.688942, Obj: 0.015226, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678992, Class: 0.710830, Obj: 0.002185, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591014, Class: 0.759186, Obj: 0.025992, No Obj: 0.000110, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560454, Class: 0.746298, Obj: 0.010559, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504632, Class: 0.678051, Obj: 0.001004, No Obj: 0.000125, .5R: 0.461538, .75R: 0.153846, count: 13 Region 82 Avg IOU: 0.476072, Class: 0.759794, Obj: 0.001496, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433345, Class: 0.648071, Obj: 0.003603, No Obj: 0.000106, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 635: 0.977965, 0.879926 avg loss, 0.000163 rate, 3.928109 seconds, 40640 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749947, Class: 0.775215, Obj: 0.000589, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433015, Class: 0.679278, Obj: 0.004560, No Obj: 0.000094, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606734, Class: 0.452952, Obj: 0.001620, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.555226, Class: 0.740757, Obj: 0.004540, No Obj: 0.000094, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514543, Class: 0.712094, Obj: 0.006100, No Obj: 0.000121, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456857, Class: 0.723500, Obj: 0.006761, No Obj: 0.000105, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421421, Class: 0.851539, Obj: 0.002040, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505843, Class: 0.706372, Obj: 0.007451, No Obj: 0.000104, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.526623, Class: 0.655535, Obj: 0.001999, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626812, Class: 0.720526, Obj: 0.001979, No Obj: 0.000092, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.491796, Class: 0.602528, Obj: 0.001165, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517051, Class: 0.736621, Obj: 0.012656, No Obj: 0.000134, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.370685, Class: 0.456596, Obj: 0.000234, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.455167, Class: 0.408482, Obj: 0.003759, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487429, Class: 0.666493, Obj: 0.009345, No Obj: 0.000101, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 636: 1.034045, 0.895338 avg loss, 0.000164 rate, 3.925209 seconds, 40704 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662069, Class: 0.777465, Obj: 0.002533, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480909, Class: 0.652505, Obj: 0.002835, No Obj: 0.000101, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568410, Class: 0.689143, Obj: 0.014640, No Obj: 0.000111, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325409, Class: 0.663647, Obj: 0.001072, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515889, Class: 0.738415, Obj: 0.014682, No Obj: 0.000124, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679061, Class: 0.646214, Obj: 0.002111, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.348607, Class: 0.805614, Obj: 0.000979, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574530, Class: 0.716135, Obj: 0.006414, No Obj: 0.000118, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837268, Class: 0.815299, Obj: 0.003314, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.507404, Class: 0.586070, Obj: 0.009903, No Obj: 0.000096, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.319496, Class: 0.324393, Obj: 0.000530, No Obj: 0.000182, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.587437, Class: 0.541590, Obj: 0.000706, No Obj: 0.000176, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.568525, Class: 0.686562, Obj: 0.005201, No Obj: 0.000119, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.332387, Class: 0.643511, Obj: 0.000506, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.441118, Class: 0.471981, Obj: 0.000296, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 637: 0.799832, 0.885788 avg loss, 0.000165 rate, 3.923402 seconds, 40768 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483579, Class: 0.865350, Obj: 0.003391, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.343346, Class: 0.778016, Obj: 0.009953, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499672, Class: 0.859689, Obj: 0.018291, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707697, Class: 0.730344, Obj: 0.000215, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565694, Class: 0.712842, Obj: 0.005364, No Obj: 0.000135, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467694, Class: 0.958374, Obj: 0.003456, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.360404, Class: 0.664428, Obj: 0.003244, No Obj: 0.000095, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477447, Class: 0.737898, Obj: 0.000926, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613521, Class: 0.716869, Obj: 0.001822, No Obj: 0.000122, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471797, Class: 0.695655, Obj: 0.006131, No Obj: 0.000106, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461823, Class: 0.757442, Obj: 0.012269, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392836, Class: 0.726759, Obj: 0.003898, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 638: 0.924108, 0.889620 avg loss, 0.000166 rate, 3.920220 seconds, 40832 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551294, Class: 0.813701, Obj: 0.004527, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426331, Class: 0.669395, Obj: 0.007925, No Obj: 0.000112, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383857, Class: 0.869478, Obj: 0.006919, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.246129, Class: 0.694145, Obj: 0.000125, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825293, Class: 0.915971, Obj: 0.019211, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.592839, Class: 0.660134, Obj: 0.000558, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594615, Class: 0.733213, Obj: 0.016067, No Obj: 0.000144, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528510, Class: 0.613465, Obj: 0.006282, No Obj: 0.000113, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.493309, Class: 0.593855, Obj: 0.000507, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.412007, Class: 0.799444, Obj: 0.012584, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.452520, Class: 0.696542, Obj: 0.004560, No Obj: 0.000128, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475583, Class: 0.692297, Obj: 0.001762, No Obj: 0.000085, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579024, Class: 0.654341, Obj: 0.002540, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485145, Class: 0.693955, Obj: 0.001158, No Obj: 0.000104, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 639: 0.677455, 0.868403 avg loss, 0.000167 rate, 3.920726 seconds, 40896 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.403018, Class: 0.790384, Obj: 0.009735, No Obj: 0.000165, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.409902, Class: 0.674905, Obj: 0.002653, No Obj: 0.000137, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.597916, Class: 0.579367, Obj: 0.002867, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485076, Class: 0.664011, Obj: 0.009751, No Obj: 0.000085, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626185, Class: 0.813027, Obj: 0.040172, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558224, Class: 0.726564, Obj: 0.002751, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.419047, Class: 0.678730, Obj: 0.005742, No Obj: 0.000130, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461730, Class: 0.675989, Obj: 0.002846, No Obj: 0.000106, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573400, Class: 0.834410, Obj: 0.043746, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.339001, Class: 0.726605, Obj: 0.004590, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513775, Class: 0.702302, Obj: 0.003977, No Obj: 0.000106, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544468, Class: 0.711856, Obj: 0.002942, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.354784, Class: 0.750849, Obj: 0.002174, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 640: 0.952699, 0.876833 avg loss, 0.000168 rate, 3.928891 seconds, 40960 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.333634, Class: 0.475989, Obj: 0.001711, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592711, Class: 0.714200, Obj: 0.013885, No Obj: 0.000110, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554373, Class: 0.844399, Obj: 0.018854, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.408996, Class: 0.643704, Obj: 0.003953, No Obj: 0.000139, .5R: 0.200000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500389, Class: 0.815587, Obj: 0.016744, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.518242, Class: 0.691274, Obj: 0.002196, No Obj: 0.000118, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590177, Class: 0.685661, Obj: 0.005805, No Obj: 0.000157, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.489023, Class: 0.686520, Obj: 0.002017, No Obj: 0.000104, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.519039, Class: 0.620082, Obj: 0.002127, No Obj: 0.000167, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552643, Class: 0.859914, Obj: 0.018029, No Obj: 0.000108, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.286501, Class: 0.480653, Obj: 0.000527, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.450997, Class: 0.829797, Obj: 0.005771, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.445427, Class: 0.779907, Obj: 0.000789, No Obj: 0.000102, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.587470, Class: 0.425563, Obj: 0.001910, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.462269, Class: 0.718813, Obj: 0.002365, No Obj: 0.000191, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.486318, Class: 0.715582, Obj: 0.005157, No Obj: 0.000154, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553023, Class: 0.837899, Obj: 0.008113, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.445603, Class: 0.756399, Obj: 0.008907, No Obj: 0.000148, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 641: 1.248002, 0.913950 avg loss, 0.000169 rate, 3.923767 seconds, 41024 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.415595, Class: 0.768894, Obj: 0.021324, No Obj: 0.000131, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624615, Class: 0.861338, Obj: 0.000226, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562115, Class: 0.798070, Obj: 0.029251, No Obj: 0.000121, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424488, Class: 0.744433, Obj: 0.004215, No Obj: 0.000105, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563859, Class: 0.755713, Obj: 0.005939, No Obj: 0.000154, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.563625, Class: 0.716613, Obj: 0.002615, No Obj: 0.000118, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.395244, Class: 0.398799, Obj: 0.000317, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651889, Class: 0.751916, Obj: 0.002460, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.468047, Class: 0.840998, Obj: 0.017235, No Obj: 0.000135, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486740, Class: 0.654288, Obj: 0.002022, No Obj: 0.000088, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.350388, Class: 0.565943, Obj: 0.007353, No Obj: 0.000189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528349, Class: 0.771352, Obj: 0.003572, No Obj: 0.000124, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.582108, Class: 0.771657, Obj: 0.004668, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481295, Class: 0.794376, Obj: 0.026171, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 642: 0.877231, 0.910278 avg loss, 0.000170 rate, 3.932951 seconds, 41088 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601983, Class: 0.768360, Obj: 0.002130, No Obj: 0.000108, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576966, Class: 0.728810, Obj: 0.010757, No Obj: 0.000114, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.267958, Class: 0.877315, Obj: 0.008540, No Obj: 0.000153, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583759, Class: 0.774937, Obj: 0.013421, No Obj: 0.000114, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816266, Class: 0.784077, Obj: 0.001274, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.540816, Class: 0.600586, Obj: 0.001091, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419181, Class: 0.701184, Obj: 0.005591, No Obj: 0.000117, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454834, Class: 0.796891, Obj: 0.016465, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.519598, Class: 0.437554, Obj: 0.001435, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.295739, Class: 0.863383, Obj: 0.001134, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.468594, Class: 0.713021, Obj: 0.001306, No Obj: 0.000089, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 643: 0.624029, 0.881653 avg loss, 0.000171 rate, 3.918335 seconds, 41152 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573312, Class: 0.757552, Obj: 0.004344, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.390957, Class: 0.700742, Obj: 0.014958, No Obj: 0.000124, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683270, Class: 0.792638, Obj: 0.014251, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.577630, Class: 0.681020, Obj: 0.002609, No Obj: 0.000130, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485939, Class: 0.768778, Obj: 0.008382, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.660852, Class: 0.661726, Obj: 0.002377, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.571183, Class: 0.789574, Obj: 0.017110, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660919, Class: 0.762514, Obj: 0.013691, No Obj: 0.000148, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.366730, Class: 0.587836, Obj: 0.001997, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589935, Class: 0.673334, Obj: 0.003874, No Obj: 0.000093, .5R: 0.500000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713696, Class: 0.773695, Obj: 0.016262, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568086, Class: 0.786145, Obj: 0.001691, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498188, Class: 0.662372, Obj: 0.004743, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704495, Class: 0.761426, Obj: 0.008747, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.354179, Class: 0.902835, Obj: 0.001330, No Obj: 0.000093, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 644: 0.705551, 0.864043 avg loss, 0.000172 rate, 3.923324 seconds, 41216 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.410869, Class: 0.625819, Obj: 0.000698, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.463126, Class: 0.657436, Obj: 0.000543, No Obj: 0.000093, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.623084, Class: 0.581486, Obj: 0.002234, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.372653, Class: 0.505486, Obj: 0.006340, No Obj: 0.000170, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.357006, Class: 0.787450, Obj: 0.001050, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590647, Class: 0.743402, Obj: 0.007197, No Obj: 0.000100, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389417, Class: 0.622857, Obj: 0.001002, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.659068, Class: 0.759824, Obj: 0.008084, No Obj: 0.000109, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480064, Class: 0.676673, Obj: 0.003958, No Obj: 0.000118, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588308, Class: 0.743110, Obj: 0.006369, No Obj: 0.000177, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753789, Class: 0.333802, Obj: 0.003423, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.347548, Class: 0.596727, Obj: 0.000449, No Obj: 0.000092, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424876, Class: 0.750847, Obj: 0.003133, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.485155, Class: 0.796842, Obj: 0.017619, No Obj: 0.000131, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 645: 1.058078, 0.883446 avg loss, 0.000173 rate, 3.926914 seconds, 41280 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.374966, Class: 0.256991, Obj: 0.000858, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.604268, Class: 0.716612, Obj: 0.002210, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589122, Class: 0.773010, Obj: 0.003137, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532182, Class: 0.711932, Obj: 0.009698, No Obj: 0.000095, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.308630, Class: 0.768064, Obj: 0.013061, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478178, Class: 0.799101, Obj: 0.005343, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486830, Class: 0.891581, Obj: 0.017259, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.204054, Class: 0.622382, Obj: 0.000471, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589595, Class: 0.710933, Obj: 0.016808, No Obj: 0.000125, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405197, Class: 0.880204, Obj: 0.020951, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638082, Class: 0.726649, Obj: 0.005580, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.548095, Class: 0.522274, Obj: 0.000813, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310462, Class: 0.649596, Obj: 0.000466, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 646: 0.624008, 0.857503 avg loss, 0.000174 rate, 3.923685 seconds, 41344 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.418171, Class: 0.813460, Obj: 0.003555, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552358, Class: 0.733016, Obj: 0.003660, No Obj: 0.000102, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.297090, Class: 0.433871, Obj: 0.000263, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.535524, Class: 0.872646, Obj: 0.009438, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.346374, Class: 0.785859, Obj: 0.001009, No Obj: 0.000140, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380819, Class: 0.819248, Obj: 0.002314, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511940, Class: 0.730038, Obj: 0.003879, No Obj: 0.000110, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.443952, Class: 0.859928, Obj: 0.031484, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.499316, Class: 0.799679, Obj: 0.007017, No Obj: 0.000115, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.271420, Class: 0.769100, Obj: 0.001415, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400844, Class: 0.772550, Obj: 0.015720, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.442245, Class: 0.536206, Obj: 0.000217, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.478202, Class: 0.632554, Obj: 0.000886, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501626, Class: 0.775733, Obj: 0.020243, No Obj: 0.000139, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543762, Class: 0.677796, Obj: 0.002622, No Obj: 0.000084, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357600, Class: 0.639144, Obj: 0.002204, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 647: 1.120402, 0.883792 avg loss, 0.000175 rate, 3.928117 seconds, 41408 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504960, Class: 0.623424, Obj: 0.028134, No Obj: 0.000109, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379670, Class: 0.776917, Obj: 0.039204, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505557, Class: 0.762139, Obj: 0.003414, No Obj: 0.000139, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.413991, Class: 0.522042, Obj: 0.000584, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.513066, Class: 0.666312, Obj: 0.002077, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.491039, Class: 0.722006, Obj: 0.003391, No Obj: 0.000132, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467973, Class: 0.847759, Obj: 0.000754, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581270, Class: 0.748840, Obj: 0.005547, No Obj: 0.000101, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588606, Class: 0.792186, Obj: 0.009606, No Obj: 0.000190, .5R: 0.600000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.595504, Class: 0.652578, Obj: 0.000313, No Obj: 0.000121, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586125, Class: 0.552683, Obj: 0.000450, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559081, Class: 0.790890, Obj: 0.007775, No Obj: 0.000091, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449662, Class: 0.800684, Obj: 0.000596, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586787, Class: 0.717098, Obj: 0.008063, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429566, Class: 0.843077, Obj: 0.006050, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508518, Class: 0.792645, Obj: 0.004252, No Obj: 0.000103, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 648: 0.866956, 0.882109 avg loss, 0.000176 rate, 3.927604 seconds, 41472 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896902, Class: 0.569222, Obj: 0.004752, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.444320, Class: 0.768307, Obj: 0.018884, No Obj: 0.000189, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.781169, Class: 0.563381, Obj: 0.003624, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.711830, Class: 0.746388, Obj: 0.002541, No Obj: 0.000175, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.450820, Class: 0.705371, Obj: 0.026572, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427870, Class: 0.533455, Obj: 0.000735, No Obj: 0.000146, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583770, Class: 0.776098, Obj: 0.006998, No Obj: 0.000108, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502241, Class: 0.722842, Obj: 0.004988, No Obj: 0.000139, .5R: 0.416667, .75R: 0.166667, count: 12 Region 82 Avg IOU: 0.516079, Class: 0.606394, Obj: 0.001083, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537835, Class: 0.839459, Obj: 0.011052, No Obj: 0.000138, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.834050, Class: 0.601045, Obj: 0.000732, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396904, Class: 0.625350, Obj: 0.001611, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524139, Class: 0.606674, Obj: 0.004558, No Obj: 0.000190, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.490770, Class: 0.737429, Obj: 0.003412, No Obj: 0.000119, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672616, Class: 0.472629, Obj: 0.001061, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552181, Class: 0.724634, Obj: 0.010217, No Obj: 0.000120, .5R: 0.428571, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 649: 0.964911, 0.890389 avg loss, 0.000177 rate, 3.919877 seconds, 41536 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447606, Class: 0.873516, Obj: 0.018165, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610801, Class: 0.771092, Obj: 0.015782, No Obj: 0.000171, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485113, Class: 0.703295, Obj: 0.003125, No Obj: 0.000093, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.768038, Class: 0.552237, Obj: 0.001442, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.528375, Class: 0.889892, Obj: 0.082265, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475638, Class: 0.788409, Obj: 0.003972, No Obj: 0.000128, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.753337, Class: 0.487717, Obj: 0.000695, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536758, Class: 0.839919, Obj: 0.003298, No Obj: 0.000095, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601600, Class: 0.799664, Obj: 0.026876, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623169, Class: 0.816499, Obj: 0.007813, No Obj: 0.000125, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674075, Class: 0.519441, Obj: 0.001517, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603682, Class: 0.817703, Obj: 0.001395, No Obj: 0.000113, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343493, Class: 0.803320, Obj: 0.005259, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800991, Class: 0.802349, Obj: 0.009075, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.555544, Class: 0.706387, Obj: 0.005939, No Obj: 0.000121, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 650: 0.786581, 0.880008 avg loss, 0.000179 rate, 3.902926 seconds, 41600 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.450977, Class: 0.778490, Obj: 0.009691, No Obj: 0.000118, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527787, Class: 0.735606, Obj: 0.001267, No Obj: 0.000151, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.590204, Class: 0.679597, Obj: 0.002136, No Obj: 0.000094, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564872, Class: 0.825124, Obj: 0.007468, No Obj: 0.000130, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536678, Class: 0.695955, Obj: 0.017145, No Obj: 0.000116, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.467579, Class: 0.753620, Obj: 0.001614, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565014, Class: 0.784866, Obj: 0.009170, No Obj: 0.000118, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463941, Class: 0.775288, Obj: 0.000327, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513712, Class: 0.721758, Obj: 0.004255, No Obj: 0.000132, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.774302, Class: 0.492233, Obj: 0.001740, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.693775, Class: 0.848386, Obj: 0.001160, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.452142, Class: 0.733799, Obj: 0.003749, No Obj: 0.000102, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.432795, Class: 0.704436, Obj: 0.001565, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.839049, Class: 0.855501, Obj: 0.041808, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1000 iterations) 651: 0.816593, 0.873667 avg loss, 0.000180 rate, 3.920308 seconds, 41664 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.460579, Class: 0.400495, Obj: 0.000363, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595876, Class: 0.783600, Obj: 0.013487, No Obj: 0.000104, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461824, Class: 0.905121, Obj: 0.018046, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532945, Class: 0.750524, Obj: 0.008880, No Obj: 0.000102, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.308188, Class: 0.838850, Obj: 0.005556, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387912, Class: 0.763597, Obj: 0.011993, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651449, Class: 0.752747, Obj: 0.022393, No Obj: 0.000140, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402869, Class: 0.701770, Obj: 0.000567, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.524388, Class: 0.806488, Obj: 0.013387, No Obj: 0.000143, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.580479, Class: 0.544297, Obj: 0.001474, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.640920, Class: 0.841031, Obj: 0.000215, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490329, Class: 0.752191, Obj: 0.001164, No Obj: 0.000092, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.523425, Class: 0.686837, Obj: 0.001899, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.539888, Class: 0.764967, Obj: 0.005964, No Obj: 0.000162, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.540359, Class: 0.680673, Obj: 0.004124, No Obj: 0.000115, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 652: 0.700686, 0.856369 avg loss, 0.000181 rate, 3.912966 seconds, 41728 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464342, Class: 0.578953, Obj: 0.001305, No Obj: 0.000153, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.216999, Class: 0.740689, Obj: 0.000139, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549117, Class: 0.699479, Obj: 0.001594, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499969, Class: 0.787904, Obj: 0.003503, No Obj: 0.000107, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724702, Class: 0.737883, Obj: 0.008256, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.449960, Class: 0.651951, Obj: 0.003435, No Obj: 0.000101, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.613756, Class: 0.551800, Obj: 0.000461, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486204, Class: 0.694460, Obj: 0.000157, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515152, Class: 0.760918, Obj: 0.005380, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698675, Class: 0.764555, Obj: 0.009209, No Obj: 0.000159, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538758, Class: 0.719574, Obj: 0.001111, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.387276, Class: 0.697337, Obj: 0.001229, No Obj: 0.000078, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.233796, Class: 0.895707, Obj: 0.008063, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494164, Class: 0.719041, Obj: 0.003071, No Obj: 0.000126, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 653: 0.676709, 0.838403 avg loss, 0.000182 rate, 3.907751 seconds, 41792 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618694, Class: 0.925841, Obj: 0.003543, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683832, Class: 0.725503, Obj: 0.008796, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532898, Class: 0.795952, Obj: 0.016401, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602953, Class: 0.827926, Obj: 0.011547, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.137713, Class: 0.844653, Obj: 0.026703, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688221, Class: 0.844326, Obj: 0.002482, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707802, Class: 0.887239, Obj: 0.020539, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.440961, Class: 0.786472, Obj: 0.002994, No Obj: 0.000146, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592875, Class: 0.728366, Obj: 0.001744, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666454, Class: 0.764180, Obj: 0.002124, No Obj: 0.000113, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.293833, Class: 0.900334, Obj: 0.057762, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701771, Class: 0.791367, Obj: 0.027157, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659100, Class: 0.819778, Obj: 0.018368, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574083, Class: 0.770120, Obj: 0.012406, No Obj: 0.000124, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 654: 0.520935, 0.806656 avg loss, 0.000183 rate, 3.908577 seconds, 41856 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.371951, Class: 0.656841, Obj: 0.003999, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.406774, Class: 0.602878, Obj: 0.000728, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649875, Class: 0.626047, Obj: 0.011655, No Obj: 0.000152, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.530045, Class: 0.770478, Obj: 0.001414, No Obj: 0.000100, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491671, Class: 0.834465, Obj: 0.007530, No Obj: 0.000150, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.619304, Class: 0.827380, Obj: 0.003165, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496713, Class: 0.430587, Obj: 0.000386, No Obj: 0.000152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.506014, Class: 0.729110, Obj: 0.007540, No Obj: 0.000121, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566359, Class: 0.753602, Obj: 0.001054, No Obj: 0.000150, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.452415, Class: 0.799841, Obj: 0.007740, No Obj: 0.000105, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.453346, Class: 0.528221, Obj: 0.000238, No Obj: 0.000156, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.583439, Class: 0.634884, Obj: 0.003706, No Obj: 0.000171, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.621214, Class: 0.812304, Obj: 0.037458, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736019, Class: 0.841670, Obj: 0.000703, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.490687, Class: 0.745222, Obj: 0.010983, No Obj: 0.000131, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583251, Class: 0.846669, Obj: 0.015722, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514549, Class: 0.790112, Obj: 0.001332, No Obj: 0.000099, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 655: 0.933799, 0.819370 avg loss, 0.000184 rate, 3.923078 seconds, 41920 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463047, Class: 0.717116, Obj: 0.003541, No Obj: 0.000179, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.624877, Class: 0.768402, Obj: 0.002949, No Obj: 0.000097, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591498, Class: 0.692902, Obj: 0.005159, No Obj: 0.000135, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.487780, Class: 0.692256, Obj: 0.001423, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631925, Class: 0.496081, Obj: 0.001746, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394718, Class: 0.748680, Obj: 0.001540, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.416499, Class: 0.734172, Obj: 0.002447, No Obj: 0.000091, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.440586, Class: 0.794911, Obj: 0.013855, No Obj: 0.000109, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571234, Class: 0.727288, Obj: 0.020916, No Obj: 0.000169, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.579914, Class: 0.775250, Obj: 0.009536, No Obj: 0.000120, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.516310, Class: 0.373280, Obj: 0.000199, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478209, Class: 0.722999, Obj: 0.001994, No Obj: 0.000096, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.471647, Class: 0.431725, Obj: 0.000051, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.530613, Class: 0.671705, Obj: 0.013339, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.555453, Class: 0.758292, Obj: 0.006633, No Obj: 0.000097, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 656: 0.891795, 0.826613 avg loss, 0.000185 rate, 3.920140 seconds, 41984 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.743154, Class: 0.576755, Obj: 0.000729, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.616717, Class: 0.624992, Obj: 0.000742, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.550954, Class: 0.716838, Obj: 0.001790, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590330, Class: 0.761325, Obj: 0.006046, No Obj: 0.000096, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715409, Class: 0.711648, Obj: 0.010566, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.438933, Class: 0.764343, Obj: 0.004103, No Obj: 0.000100, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654093, Class: 0.802068, Obj: 0.012775, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.361580, Class: 0.781336, Obj: 0.005626, No Obj: 0.000119, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.324450, Class: 0.669032, Obj: 0.000639, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.336975, Class: 0.860337, Obj: 0.020295, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622401, Class: 0.835680, Obj: 0.006539, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591512, Class: 0.745328, Obj: 0.008550, No Obj: 0.000094, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.646672, Class: 0.643750, Obj: 0.000391, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.504540, Class: 0.792240, Obj: 0.006814, No Obj: 0.000162, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.544859, Class: 0.755907, Obj: 0.004543, No Obj: 0.000093, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.591094, Class: 0.503420, Obj: 0.000840, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651899, Class: 0.746339, Obj: 0.003953, No Obj: 0.000190, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.429978, Class: 0.799741, Obj: 0.002994, No Obj: 0.000110, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 657: 0.944186, 0.838370 avg loss, 0.000186 rate, 3.914136 seconds, 42048 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652267, Class: 0.883399, Obj: 0.005300, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636481, Class: 0.839546, Obj: 0.007166, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467841, Class: 0.788827, Obj: 0.006348, No Obj: 0.000111, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556824, Class: 0.735320, Obj: 0.013259, No Obj: 0.000110, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654256, Class: 0.686588, Obj: 0.001732, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503019, Class: 0.732131, Obj: 0.001622, No Obj: 0.000159, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.616861, Class: 0.742252, Obj: 0.000852, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484854, Class: 0.754115, Obj: 0.009497, No Obj: 0.000155, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.474510, Class: 0.812622, Obj: 0.004599, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.306295, Class: 0.704635, Obj: 0.002634, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.457546, Class: 0.781435, Obj: 0.005066, No Obj: 0.000153, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.553169, Class: 0.790552, Obj: 0.002756, No Obj: 0.000120, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312019, Class: 0.905664, Obj: 0.023521, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 658: 0.654624, 0.819995 avg loss, 0.000187 rate, 3.899521 seconds, 42112 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694681, Class: 0.451960, Obj: 0.001028, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587493, Class: 0.671225, Obj: 0.000819, No Obj: 0.000092, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.226898, Class: 0.651324, Obj: 0.002764, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442494, Class: 0.789079, Obj: 0.009461, No Obj: 0.000086, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.625264, Class: 0.632519, Obj: 0.002130, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752780, Class: 0.822794, Obj: 0.013886, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692293, Class: 0.854775, Obj: 0.005092, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.393251, Class: 0.750894, Obj: 0.007447, No Obj: 0.000109, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645290, Class: 0.790591, Obj: 0.006845, No Obj: 0.000131, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394405, Class: 0.773452, Obj: 0.002398, No Obj: 0.000131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465527, Class: 0.753616, Obj: 0.017430, No Obj: 0.000103, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516484, Class: 0.767900, Obj: 0.004328, No Obj: 0.000129, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505641, Class: 0.884831, Obj: 0.009465, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548338, Class: 0.852016, Obj: 0.007432, No Obj: 0.000115, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 659: 0.848480, 0.822844 avg loss, 0.000189 rate, 3.905167 seconds, 42176 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516601, Class: 0.665266, Obj: 0.002766, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588802, Class: 0.686309, Obj: 0.001787, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.316893, Class: 0.852107, Obj: 0.013531, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559409, Class: 0.804816, Obj: 0.013631, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.380400, Class: 0.580114, Obj: 0.000432, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.470420, Class: 0.767445, Obj: 0.005040, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628417, Class: 0.844104, Obj: 0.002922, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.558421, Class: 0.745786, Obj: 0.002906, No Obj: 0.000109, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866267, Class: 0.837120, Obj: 0.021867, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651013, Class: 0.836086, Obj: 0.007190, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699767, Class: 0.871342, Obj: 0.030102, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510842, Class: 0.715192, Obj: 0.003733, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550827, Class: 0.793366, Obj: 0.006100, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440572, Class: 0.816159, Obj: 0.006304, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537559, Class: 0.689876, Obj: 0.007201, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 660: 0.540184, 0.794578 avg loss, 0.000190 rate, 3.921052 seconds, 42240 images Loaded: 0.000030 seconds Region 82 Avg IOU: 0.129067, Class: 0.550511, Obj: 0.001067, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.370682, Class: 0.694430, Obj: 0.001289, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610934, Class: 0.769157, Obj: 0.001857, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534977, Class: 0.753015, Obj: 0.010992, No Obj: 0.000110, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.396863, Class: 0.578067, Obj: 0.003698, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.382290, Class: 0.811896, Obj: 0.001255, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484536, Class: 0.892006, Obj: 0.007826, No Obj: 0.000176, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.499389, Class: 0.723781, Obj: 0.005372, No Obj: 0.000117, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475760, Class: 0.778741, Obj: 0.018809, No Obj: 0.000105, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465581, Class: 0.678099, Obj: 0.001035, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.489874, Class: 0.782206, Obj: 0.005823, No Obj: 0.000092, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.377044, Class: 0.683368, Obj: 0.008987, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.590888, Class: 0.765318, Obj: 0.015709, No Obj: 0.000151, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.455332, Class: 0.628553, Obj: 0.001190, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.395868, Class: 0.802271, Obj: 0.054228, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766335, Class: 0.813417, Obj: 0.039288, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 661: 0.795872, 0.794707 avg loss, 0.000191 rate, 3.920526 seconds, 42304 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.536618, Class: 0.645991, Obj: 0.000902, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.210630, Class: 0.722546, Obj: 0.000166, No Obj: 0.000168, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.556262, Class: 0.781921, Obj: 0.004841, No Obj: 0.000091, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.290360, Class: 0.815306, Obj: 0.001777, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622406, Class: 0.764417, Obj: 0.006467, No Obj: 0.000099, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.788332, Class: 0.733705, Obj: 0.005786, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427648, Class: 0.692095, Obj: 0.006671, No Obj: 0.000110, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342912, Class: 0.819573, Obj: 0.003013, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.475882, Class: 0.762305, Obj: 0.000895, No Obj: 0.000111, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481940, Class: 0.594966, Obj: 0.000626, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516850, Class: 0.771389, Obj: 0.004419, No Obj: 0.000082, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474871, Class: 0.796574, Obj: 0.006806, No Obj: 0.000109, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583003, Class: 0.748274, Obj: 0.002639, No Obj: 0.000079, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436492, Class: 0.825161, Obj: 0.004134, No Obj: 0.000151, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.649734, Class: 0.772793, Obj: 0.021328, No Obj: 0.000141, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 662: 1.019725, 0.817209 avg loss, 0.000192 rate, 3.909034 seconds, 42368 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448359, Class: 0.723029, Obj: 0.004844, No Obj: 0.000089, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581840, Class: 0.733300, Obj: 0.007104, No Obj: 0.000093, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.696994, Class: 0.615771, Obj: 0.000500, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.466438, Class: 0.810142, Obj: 0.006487, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.572654, Class: 0.720703, Obj: 0.004447, No Obj: 0.000095, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449664, Class: 0.694506, Obj: 0.001394, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552382, Class: 0.728821, Obj: 0.001757, No Obj: 0.000094, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391289, Class: 0.790858, Obj: 0.038622, No Obj: 0.000205, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.520683, Class: 0.780838, Obj: 0.005135, No Obj: 0.000126, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639355, Class: 0.841574, Obj: 0.012772, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384452, Class: 0.761030, Obj: 0.003997, No Obj: 0.000120, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373651, Class: 0.837873, Obj: 0.004649, No Obj: 0.000105, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 663: 0.914120, 0.826900 avg loss, 0.000193 rate, 3.924224 seconds, 42432 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455740, Class: 0.902377, Obj: 0.001632, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.449613, Class: 0.769640, Obj: 0.018884, No Obj: 0.000115, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598041, Class: 0.890025, Obj: 0.001962, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.632199, Class: 0.802360, Obj: 0.009780, No Obj: 0.000107, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516222, Class: 0.869768, Obj: 0.017330, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553988, Class: 0.784512, Obj: 0.007183, No Obj: 0.000125, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719943, Class: 0.806024, Obj: 0.022144, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.543376, Class: 0.729697, Obj: 0.016765, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564637, Class: 0.771451, Obj: 0.001283, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658385, Class: 0.853018, Obj: 0.017657, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.458008, Class: 0.713431, Obj: 0.002873, No Obj: 0.000152, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445357, Class: 0.765567, Obj: 0.006573, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502870, Class: 0.716231, Obj: 0.004713, No Obj: 0.000101, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493634, Class: 0.807486, Obj: 0.018798, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.424571, Class: 0.750858, Obj: 0.008175, No Obj: 0.000116, .5R: 0.428571, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 664: 0.831032, 0.827313 avg loss, 0.000194 rate, 3.926635 seconds, 42496 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506401, Class: 0.766341, Obj: 0.006956, No Obj: 0.000104, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440252, Class: 0.679392, Obj: 0.000025, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.464320, Class: 0.817712, Obj: 0.006356, No Obj: 0.000090, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673582, Class: 0.820587, Obj: 0.005869, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512859, Class: 0.770082, Obj: 0.024601, No Obj: 0.000168, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.312376, Class: 0.728824, Obj: 0.003839, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.555168, Class: 0.854185, Obj: 0.063509, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.242955, Class: 0.680437, Obj: 0.000233, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531585, Class: 0.753731, Obj: 0.025321, No Obj: 0.000201, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.544538, Class: 0.757562, Obj: 0.007893, No Obj: 0.000135, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.612453, Class: 0.534603, Obj: 0.001372, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.590262, Class: 0.833012, Obj: 0.014910, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.744496, Class: 0.768206, Obj: 0.012208, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.574987, Class: 0.719681, Obj: 0.003815, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754720, Class: 0.803700, Obj: 0.029771, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835072, Class: 0.759909, Obj: 0.003745, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.487807, Class: 0.806638, Obj: 0.019770, No Obj: 0.000172, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 665: 0.773226, 0.821905 avg loss, 0.000196 rate, 3.913555 seconds, 42560 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408991, Class: 0.830366, Obj: 0.036355, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696289, Class: 0.723065, Obj: 0.005499, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.915559, Class: 0.535150, Obj: 0.000282, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.738234, Class: 0.914324, Obj: 0.010728, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.586333, Class: 0.789877, Obj: 0.003211, No Obj: 0.000119, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.314527, Class: 0.814879, Obj: 0.000820, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515172, Class: 0.776326, Obj: 0.009379, No Obj: 0.000139, .5R: 0.500000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.379651, Class: 0.916589, Obj: 0.016630, No Obj: 0.000178, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606924, Class: 0.825844, Obj: 0.008489, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624673, Class: 0.906174, Obj: 0.025498, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.506879, Class: 0.778565, Obj: 0.008340, No Obj: 0.000116, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595927, Class: 0.755246, Obj: 0.011272, No Obj: 0.000108, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568972, Class: 0.860714, Obj: 0.105590, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532940, Class: 0.802406, Obj: 0.008967, No Obj: 0.000091, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502985, Class: 0.838973, Obj: 0.005056, No Obj: 0.000110, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 666: 0.777132, 0.817427 avg loss, 0.000197 rate, 3.918117 seconds, 42624 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690721, Class: 0.801897, Obj: 0.022347, No Obj: 0.000119, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518639, Class: 0.730559, Obj: 0.013448, No Obj: 0.000186, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.679015, Class: 0.812949, Obj: 0.007121, No Obj: 0.000123, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820140, Class: 0.798101, Obj: 0.004368, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.479671, Class: 0.874806, Obj: 0.016551, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478049, Class: 0.803300, Obj: 0.004730, No Obj: 0.000115, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422503, Class: 0.744096, Obj: 0.007558, No Obj: 0.000121, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573263, Class: 0.706589, Obj: 0.002186, No Obj: 0.000100, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588049, Class: 0.642027, Obj: 0.002958, No Obj: 0.000088, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.785041, Class: 0.565422, Obj: 0.002542, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.524814, Class: 0.773766, Obj: 0.006081, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.388556, Class: 0.693701, Obj: 0.000507, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 667: 0.662618, 0.801946 avg loss, 0.000198 rate, 3.911466 seconds, 42688 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641600, Class: 0.791781, Obj: 0.008319, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.410131, Class: 0.619911, Obj: 0.009666, No Obj: 0.000102, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678441, Class: 0.847461, Obj: 0.028925, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.539081, Class: 0.856876, Obj: 0.011937, No Obj: 0.000155, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.465935, Class: 0.630348, Obj: 0.002099, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.482797, Class: 0.920175, Obj: 0.065302, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643548, Class: 0.794547, Obj: 0.003217, No Obj: 0.000107, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607659, Class: 0.756264, Obj: 0.012811, No Obj: 0.000104, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423684, Class: 0.725853, Obj: 0.004933, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541361, Class: 0.805461, Obj: 0.059518, No Obj: 0.000121, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464322, Class: 0.786430, Obj: 0.007015, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.482562, Class: 0.815319, Obj: 0.021536, No Obj: 0.000172, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564341, Class: 0.681754, Obj: 0.003045, No Obj: 0.000182, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554753, Class: 0.832293, Obj: 0.023993, No Obj: 0.000147, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549830, Class: 0.813436, Obj: 0.019776, No Obj: 0.000146, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 668: 0.763039, 0.798056 avg loss, 0.000199 rate, 3.922459 seconds, 42752 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742790, Class: 0.502128, Obj: 0.001063, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425476, Class: 0.854756, Obj: 0.002957, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.334109, Class: 0.773421, Obj: 0.003679, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.556255, Class: 0.781524, Obj: 0.007905, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.104347, Class: 0.827395, Obj: 0.003607, No Obj: 0.000172, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600975, Class: 0.698567, Obj: 0.001281, No Obj: 0.000105, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544465, Class: 0.708978, Obj: 0.001538, No Obj: 0.000086, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734332, Class: 0.674940, Obj: 0.011640, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.518625, Class: 0.842674, Obj: 0.025456, No Obj: 0.000145, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542022, Class: 0.802172, Obj: 0.005252, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588289, Class: 0.831627, Obj: 0.018975, No Obj: 0.000116, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.633171, Class: 0.632195, Obj: 0.006398, No Obj: 0.000155, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.452232, Class: 0.746722, Obj: 0.002932, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432534, Class: 0.867891, Obj: 0.019118, No Obj: 0.000143, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.344853, Class: 0.755126, Obj: 0.014085, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.557964, Class: 0.750665, Obj: 0.006570, No Obj: 0.000122, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 669: 0.970023, 0.815252 avg loss, 0.000200 rate, 3.909531 seconds, 42816 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441556, Class: 0.805116, Obj: 0.010609, No Obj: 0.000114, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688135, Class: 0.742993, Obj: 0.000934, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586291, Class: 0.769588, Obj: 0.002411, No Obj: 0.000106, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494760, Class: 0.719529, Obj: 0.008322, No Obj: 0.000117, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484134, Class: 0.780196, Obj: 0.014615, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565808, Class: 0.862517, Obj: 0.015420, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380528, Class: 0.898097, Obj: 0.002203, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.255957, Class: 0.331868, Obj: 0.000753, No Obj: 0.000198, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.679929, Class: 0.566642, Obj: 0.001024, No Obj: 0.000162, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.509485, Class: 0.682206, Obj: 0.002190, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496289, Class: 0.789112, Obj: 0.014849, No Obj: 0.000185, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.538606, Class: 0.747935, Obj: 0.007646, No Obj: 0.000149, .5R: 0.428571, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 670: 0.865403, 0.820267 avg loss, 0.000202 rate, 3.918380 seconds, 42880 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685212, Class: 0.857858, Obj: 0.003197, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.611077, Class: 0.814360, Obj: 0.002045, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.542543, Class: 0.844241, Obj: 0.027864, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574336, Class: 0.775165, Obj: 0.007947, No Obj: 0.000119, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.333874, Class: 0.740453, Obj: 0.003203, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.351851, Class: 0.788704, Obj: 0.002608, No Obj: 0.000101, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588706, Class: 0.855325, Obj: 0.024773, No Obj: 0.000180, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.612129, Class: 0.746947, Obj: 0.003315, No Obj: 0.000096, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.452750, Class: 0.709669, Obj: 0.002561, No Obj: 0.000155, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482234, Class: 0.738722, Obj: 0.004731, No Obj: 0.000105, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.613652, Class: 0.712777, Obj: 0.001233, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683163, Class: 0.763034, Obj: 0.005828, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579254, Class: 0.828102, Obj: 0.012562, No Obj: 0.000093, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862176, Class: 0.845830, Obj: 0.013991, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1000 iterations) 671: 0.774335, 0.815674 avg loss, 0.000203 rate, 3.923853 seconds, 42944 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449388, Class: 0.843334, Obj: 0.006178, No Obj: 0.000165, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.618022, Class: 0.930497, Obj: 0.002817, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.407326, Class: 0.777551, Obj: 0.024163, No Obj: 0.000207, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.568640, Class: 0.821868, Obj: 0.011839, No Obj: 0.000167, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580287, Class: 0.720442, Obj: 0.002440, No Obj: 0.000182, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.580064, Class: 0.834770, Obj: 0.010337, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619841, Class: 0.834082, Obj: 0.000381, No Obj: 0.000080, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477217, Class: 0.863752, Obj: 0.017814, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471292, Class: 0.766207, Obj: 0.013528, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.619967, Class: 0.858139, Obj: 0.012250, No Obj: 0.000129, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.560201, Class: 0.635456, Obj: 0.000057, No Obj: 0.000159, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.260427, Class: 0.520263, Obj: 0.000353, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545660, Class: 0.797038, Obj: 0.004397, No Obj: 0.000129, .5R: 0.333333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399055, Class: 0.780197, Obj: 0.005037, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.530631, Class: 0.833418, Obj: 0.002548, No Obj: 0.000095, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 672: 0.765447, 0.810652 avg loss, 0.000204 rate, 3.922294 seconds, 43008 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595955, Class: 0.688741, Obj: 0.005115, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.411173, Class: 0.861333, Obj: 0.011670, No Obj: 0.000096, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733507, Class: 0.769723, Obj: 0.001242, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.333360, Class: 0.896117, Obj: 0.001845, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510218, Class: 0.821655, Obj: 0.003739, No Obj: 0.000108, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.529425, Class: 0.870501, Obj: 0.009722, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419291, Class: 0.881083, Obj: 0.006276, No Obj: 0.000171, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.609946, Class: 0.890945, Obj: 0.005097, No Obj: 0.000126, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.433204, Class: 0.600132, Obj: 0.002826, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.612131, Class: 0.848090, Obj: 0.049915, No Obj: 0.000276, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.492484, Class: 0.777536, Obj: 0.005757, No Obj: 0.000131, .5R: 0.600000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542615, Class: 0.873725, Obj: 0.019242, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680294, Class: 0.857404, Obj: 0.006810, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.276141, Class: 0.409863, Obj: 0.001853, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.508058, Class: 0.838129, Obj: 0.035973, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467493, Class: 0.805527, Obj: 0.006062, No Obj: 0.000118, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 673: 0.870792, 0.816666 avg loss, 0.000205 rate, 3.916569 seconds, 43072 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448715, Class: 0.644575, Obj: 0.011146, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.589108, Class: 0.525906, Obj: 0.000277, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564487, Class: 0.719961, Obj: 0.000669, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547553, Class: 0.862075, Obj: 0.017176, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.352454, Class: 0.799676, Obj: 0.027137, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.454857, Class: 0.794894, Obj: 0.004423, No Obj: 0.000100, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581423, Class: 0.976779, Obj: 0.023187, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.525537, Class: 0.502375, Obj: 0.000684, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.531627, Class: 0.577159, Obj: 0.000841, No Obj: 0.000182, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688394, Class: 0.858090, Obj: 0.050942, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783807, Class: 0.850902, Obj: 0.007252, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732648, Class: 0.857805, Obj: 0.011695, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 674: 0.397694, 0.774768 avg loss, 0.000206 rate, 3.894584 seconds, 43136 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712182, Class: 0.690113, Obj: 0.004845, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.432835, Class: 0.759121, Obj: 0.002274, No Obj: 0.000094, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826612, Class: 0.709399, Obj: 0.000187, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.536764, Class: 0.801669, Obj: 0.004129, No Obj: 0.000110, .5R: 0.636364, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455387, Class: 0.849803, Obj: 0.005618, No Obj: 0.000092, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578866, Class: 0.829310, Obj: 0.015141, No Obj: 0.000098, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.367708, Class: 0.917211, Obj: 0.030058, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753260, Class: 0.892519, Obj: 0.006691, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.418526, Class: 0.770357, Obj: 0.007017, No Obj: 0.000077, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495239, Class: 0.816270, Obj: 0.004661, No Obj: 0.000097, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650882, Class: 0.819896, Obj: 0.006926, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 675: 0.674736, 0.764765 avg loss, 0.000208 rate, 3.922507 seconds, 43200 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559579, Class: 0.853267, Obj: 0.011883, No Obj: 0.000152, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.597347, Class: 0.798044, Obj: 0.004141, No Obj: 0.000106, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.319577, Class: 0.722381, Obj: 0.001783, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457560, Class: 0.753917, Obj: 0.001246, No Obj: 0.000086, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669787, Class: 0.615583, Obj: 0.001012, No Obj: 0.000148, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.561805, Class: 0.785959, Obj: 0.001891, No Obj: 0.000098, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608780, Class: 0.807345, Obj: 0.001767, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609696, Class: 0.849848, Obj: 0.011240, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497975, Class: 0.821322, Obj: 0.018752, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483191, Class: 0.800428, Obj: 0.003688, No Obj: 0.000163, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.768741, Class: 0.478481, Obj: 0.000013, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475896, Class: 0.640293, Obj: 0.001354, No Obj: 0.000070, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613783, Class: 0.788837, Obj: 0.009033, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 676: 0.659546, 0.754243 avg loss, 0.000209 rate, 3.909639 seconds, 43264 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652479, Class: 0.667998, Obj: 0.000824, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.869343, Class: 0.898309, Obj: 0.000368, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488979, Class: 0.772828, Obj: 0.001022, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435810, Class: 0.853397, Obj: 0.008115, No Obj: 0.000082, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490001, Class: 0.775981, Obj: 0.014713, No Obj: 0.000096, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.232131, Class: 0.803083, Obj: 0.002351, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514690, Class: 0.786387, Obj: 0.007519, No Obj: 0.000115, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582003, Class: 0.803295, Obj: 0.014146, No Obj: 0.000201, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.477075, Class: 0.829416, Obj: 0.007404, No Obj: 0.000079, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.498469, Class: 0.704119, Obj: 0.002454, No Obj: 0.000139, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464172, Class: 0.740292, Obj: 0.000569, No Obj: 0.000083, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.260274, Class: 0.864371, Obj: 0.008243, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596864, Class: 0.817581, Obj: 0.008030, No Obj: 0.000096, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733705, Class: 0.648530, Obj: 0.008769, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501230, Class: 0.765404, Obj: 0.004225, No Obj: 0.000104, .5R: 0.444444, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 677: 0.908008, 0.769620 avg loss, 0.000210 rate, 3.903600 seconds, 43328 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478025, Class: 0.850224, Obj: 0.013345, No Obj: 0.000093, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537305, Class: 0.867842, Obj: 0.009113, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411698, Class: 0.832516, Obj: 0.002236, No Obj: 0.000131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578619, Class: 0.838322, Obj: 0.016879, No Obj: 0.000106, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.671633, Class: 0.640311, Obj: 0.000190, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534519, Class: 0.833689, Obj: 0.003487, No Obj: 0.000093, .5R: 0.545455, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683067, Class: 0.804103, Obj: 0.009881, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.524970, Class: 0.804374, Obj: 0.011465, No Obj: 0.000113, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723470, Class: 0.900648, Obj: 0.012666, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618595, Class: 0.880838, Obj: 0.001216, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.644990, Class: 0.661522, Obj: 0.004540, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.156781, Class: 0.719162, Obj: 0.003124, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.579201, Class: 0.792790, Obj: 0.008025, No Obj: 0.000108, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533699, Class: 0.779057, Obj: 0.001610, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660705, Class: 0.918722, Obj: 0.006040, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 678: 0.831498, 0.775808 avg loss, 0.000211 rate, 3.906002 seconds, 43392 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497490, Class: 0.691221, Obj: 0.010628, No Obj: 0.000137, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.550864, Class: 0.761551, Obj: 0.008626, No Obj: 0.000105, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501477, Class: 0.606824, Obj: 0.000021, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439474, Class: 0.734352, Obj: 0.001095, No Obj: 0.000101, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821407, Class: 0.760933, Obj: 0.017139, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.401505, Class: 0.783020, Obj: 0.005190, No Obj: 0.000080, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502704, Class: 0.858670, Obj: 0.006854, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517071, Class: 0.813892, Obj: 0.012173, No Obj: 0.000099, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563836, Class: 0.744817, Obj: 0.001761, No Obj: 0.000156, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.520108, Class: 0.875353, Obj: 0.015396, No Obj: 0.000107, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.374772, Class: 0.484748, Obj: 0.001856, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.381910, Class: 0.734399, Obj: 0.002222, No Obj: 0.000079, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.215765, Class: 0.542447, Obj: 0.000340, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573994, Class: 0.855147, Obj: 0.006526, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827376, Class: 0.791180, Obj: 0.002581, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.629064, Class: 0.857987, Obj: 0.006091, No Obj: 0.000090, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 679: 1.243189, 0.822546 avg loss, 0.000213 rate, 3.919888 seconds, 43456 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.568714, Class: 0.635702, Obj: 0.002512, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.637970, Class: 0.868334, Obj: 0.007612, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.437324, Class: 0.735757, Obj: 0.001815, No Obj: 0.000093, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530699, Class: 0.860730, Obj: 0.007682, No Obj: 0.000098, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665728, Class: 0.960818, Obj: 0.036457, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561948, Class: 0.833475, Obj: 0.043551, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.661922, Class: 0.624469, Obj: 0.000825, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.420013, Class: 0.774919, Obj: 0.006236, No Obj: 0.000129, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609574, Class: 0.841561, Obj: 0.011041, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554271, Class: 0.771622, Obj: 0.001103, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.484837, Class: 0.839934, Obj: 0.004063, No Obj: 0.000110, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524956, Class: 0.848607, Obj: 0.028253, No Obj: 0.000107, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.268755, Class: 0.671780, Obj: 0.016994, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.571844, Class: 0.672485, Obj: 0.003039, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.477914, Class: 0.755533, Obj: 0.012314, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 680: 0.912188, 0.831510 avg loss, 0.000214 rate, 3.918941 seconds, 43520 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.335619, Class: 0.831521, Obj: 0.012266, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484630, Class: 0.753626, Obj: 0.002665, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536552, Class: 0.814079, Obj: 0.012254, No Obj: 0.000100, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654001, Class: 0.896071, Obj: 0.012989, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655896, Class: 0.857013, Obj: 0.009980, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.439755, Class: 0.704378, Obj: 0.005884, No Obj: 0.000196, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.428889, Class: 0.777954, Obj: 0.002321, No Obj: 0.000093, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640912, Class: 0.680286, Obj: 0.004185, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.650311, Class: 0.834616, Obj: 0.008091, No Obj: 0.000133, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562542, Class: 0.857349, Obj: 0.020850, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719881, Class: 0.685869, Obj: 0.005482, No Obj: 0.000144, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.687634, Class: 0.399308, Obj: 0.000150, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.625547, Class: 0.854668, Obj: 0.008588, No Obj: 0.000168, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.555208, Class: 0.822640, Obj: 0.003473, No Obj: 0.000125, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 681: 0.773467, 0.825706 avg loss, 0.000215 rate, 3.927288 seconds, 43584 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600833, Class: 0.843917, Obj: 0.006893, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.500743, Class: 0.820432, Obj: 0.008151, No Obj: 0.000099, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564111, Class: 0.894776, Obj: 0.001575, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.184966, Class: 0.832418, Obj: 0.000226, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.672337, Class: 0.565452, Obj: 0.001928, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.800024, Class: 0.789187, Obj: 0.001229, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643336, Class: 0.890297, Obj: 0.019929, No Obj: 0.000133, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568350, Class: 0.704385, Obj: 0.005592, No Obj: 0.000175, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647018, Class: 0.753686, Obj: 0.004534, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599250, Class: 0.774900, Obj: 0.028005, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.416736, Class: 0.742988, Obj: 0.004239, No Obj: 0.000114, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576593, Class: 0.752469, Obj: 0.007011, No Obj: 0.000093, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 682: 0.627423, 0.805877 avg loss, 0.000216 rate, 3.912129 seconds, 43648 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814912, Class: 0.751094, Obj: 0.018593, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.645297, Class: 0.711608, Obj: 0.000442, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497715, Class: 0.903832, Obj: 0.025875, No Obj: 0.000105, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506102, Class: 0.695422, Obj: 0.032818, No Obj: 0.000188, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.329398, Class: 0.677368, Obj: 0.000890, No Obj: 0.000085, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.746256, Class: 0.654925, Obj: 0.016525, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.565792, Class: 0.927143, Obj: 0.082314, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.416857, Class: 0.929599, Obj: 0.023191, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562780, Class: 0.870680, Obj: 0.035746, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527285, Class: 0.906502, Obj: 0.022782, No Obj: 0.000123, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757061, Class: 0.702462, Obj: 0.007390, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.570640, Class: 0.810496, Obj: 0.017703, No Obj: 0.000148, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.761855, Class: 0.754651, Obj: 0.015111, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.547160, Class: 0.590313, Obj: 0.006422, No Obj: 0.000214, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533914, Class: 0.837693, Obj: 0.001831, No Obj: 0.000084, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 683: 0.561622, 0.781452 avg loss, 0.000218 rate, 3.902817 seconds, 43712 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.437289, Class: 0.835941, Obj: 0.028724, No Obj: 0.000133, .5R: 0.142857, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571278, Class: 0.702015, Obj: 0.029997, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.651833, Class: 0.801502, Obj: 0.008308, No Obj: 0.000146, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407794, Class: 0.808633, Obj: 0.001733, No Obj: 0.000078, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623642, Class: 0.493032, Obj: 0.003362, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.579654, Class: 0.804042, Obj: 0.009237, No Obj: 0.000106, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639882, Class: 0.892825, Obj: 0.080553, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459581, Class: 0.670116, Obj: 0.000311, No Obj: 0.000096, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.696601, Class: 0.403866, Obj: 0.000337, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.493983, Class: 0.889866, Obj: 0.037354, No Obj: 0.000171, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.484510, Class: 0.805554, Obj: 0.017628, No Obj: 0.000116, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691396, Class: 0.870610, Obj: 0.021432, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.575840, Class: 0.809725, Obj: 0.012661, No Obj: 0.000140, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587324, Class: 0.853506, Obj: 0.054765, No Obj: 0.000137, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 684: 0.797091, 0.783016 avg loss, 0.000219 rate, 3.914083 seconds, 43776 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721954, Class: 0.832093, Obj: 0.003629, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562633, Class: 0.879743, Obj: 0.008646, No Obj: 0.000136, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548212, Class: 0.815668, Obj: 0.007416, No Obj: 0.000110, .5R: 0.727273, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474166, Class: 0.852749, Obj: 0.051817, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.457487, Class: 0.816875, Obj: 0.000124, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518945, Class: 0.893056, Obj: 0.053834, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515809, Class: 0.647528, Obj: 0.000242, No Obj: 0.000106, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.452967, Class: 0.735057, Obj: 0.006220, No Obj: 0.000152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644509, Class: 0.811420, Obj: 0.041771, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.482692, Class: 0.814902, Obj: 0.009363, No Obj: 0.000113, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553901, Class: 0.547157, Obj: 0.002200, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488012, Class: 0.801073, Obj: 0.007321, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471295, Class: 0.798529, Obj: 0.011182, No Obj: 0.000117, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580770, Class: 0.802739, Obj: 0.003928, No Obj: 0.000086, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 685: 0.799029, 0.784617 avg loss, 0.000220 rate, 3.913194 seconds, 43840 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629902, Class: 0.790857, Obj: 0.032273, No Obj: 0.000135, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501703, Class: 0.824581, Obj: 0.009028, No Obj: 0.000131, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.358571, Class: 0.837245, Obj: 0.009397, No Obj: 0.000109, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527137, Class: 0.904991, Obj: 0.130805, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574894, Class: 0.838871, Obj: 0.035802, No Obj: 0.000142, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772721, Class: 0.753724, Obj: 0.001480, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629424, Class: 0.883798, Obj: 0.009106, No Obj: 0.000097, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665165, Class: 0.919357, Obj: 0.011078, No Obj: 0.000135, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.433935, Class: 0.798724, Obj: 0.015638, No Obj: 0.000113, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593126, Class: 0.704115, Obj: 0.000461, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.534307, Class: 0.881115, Obj: 0.059924, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465003, Class: 0.801747, Obj: 0.010596, No Obj: 0.000123, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812564, Class: 0.919167, Obj: 0.011335, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.472189, Class: 0.839884, Obj: 0.011995, No Obj: 0.000082, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 686: 0.919619, 0.798117 avg loss, 0.000221 rate, 3.902008 seconds, 43904 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.403277, Class: 0.846102, Obj: 0.012088, No Obj: 0.000129, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.400676, Class: 0.835268, Obj: 0.014326, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599768, Class: 0.869772, Obj: 0.010546, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.749620, Class: 0.489100, Obj: 0.001795, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528868, Class: 0.770073, Obj: 0.001548, No Obj: 0.000094, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394301, Class: 0.578296, Obj: 0.002007, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503293, Class: 0.734902, Obj: 0.001988, No Obj: 0.000081, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588454, Class: 0.780344, Obj: 0.022146, No Obj: 0.000200, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.549758, Class: 0.775523, Obj: 0.012061, No Obj: 0.000142, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.369573, Class: 0.887179, Obj: 0.007233, No Obj: 0.000099, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554494, Class: 0.739773, Obj: 0.009316, No Obj: 0.000130, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.483522, Class: 0.841371, Obj: 0.015061, No Obj: 0.000106, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.562348, Class: 0.667126, Obj: 0.013883, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.510307, Class: 0.833416, Obj: 0.054690, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.326255, Class: 0.739432, Obj: 0.007341, No Obj: 0.000116, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 687: 1.046109, 0.822917 avg loss, 0.000223 rate, 3.921992 seconds, 43968 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416575, Class: 0.846940, Obj: 0.008880, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.451031, Class: 0.807100, Obj: 0.003078, No Obj: 0.000102, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503682, Class: 0.917904, Obj: 0.014380, No Obj: 0.000109, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497664, Class: 0.803373, Obj: 0.008296, No Obj: 0.000116, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.441058, Class: 0.633832, Obj: 0.004777, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.456511, Class: 0.387175, Obj: 0.006143, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386695, Class: 0.870855, Obj: 0.011385, No Obj: 0.000096, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508471, Class: 0.420004, Obj: 0.000600, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502914, Class: 0.803043, Obj: 0.007687, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.252916, Class: 0.673146, Obj: 0.000542, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.349951, Class: 0.928311, Obj: 0.018725, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600966, Class: 0.798725, Obj: 0.003372, No Obj: 0.000199, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.393267, Class: 0.787243, Obj: 0.004477, No Obj: 0.000109, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.344044, Class: 0.266985, Obj: 0.000198, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.590423, Class: 0.921832, Obj: 0.023643, No Obj: 0.000158, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.343446, Class: 0.812745, Obj: 0.000610, No Obj: 0.000110, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 688: 1.044402, 0.845065 avg loss, 0.000224 rate, 3.919792 seconds, 44032 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.337126, Class: 0.597869, Obj: 0.000454, No Obj: 0.000125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.422626, Class: 0.870303, Obj: 0.023582, No Obj: 0.000129, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.523676, Class: 0.790198, Obj: 0.042563, No Obj: 0.000115, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592270, Class: 0.668921, Obj: 0.002034, No Obj: 0.000153, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675448, Class: 0.875783, Obj: 0.013136, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.245923, Class: 0.910451, Obj: 0.002781, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594552, Class: 0.901731, Obj: 0.042244, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.600238, Class: 0.609763, Obj: 0.008930, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506941, Class: 0.883059, Obj: 0.017929, No Obj: 0.000123, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486653, Class: 0.883450, Obj: 0.059685, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671106, Class: 0.846419, Obj: 0.021509, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.586045, Class: 0.585644, Obj: 0.003136, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.724860, Class: 0.846617, Obj: 0.029169, No Obj: 0.000199, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.617957, Class: 0.859352, Obj: 0.006993, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568504, Class: 0.896100, Obj: 0.033133, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532937, Class: 0.857233, Obj: 0.023232, No Obj: 0.000136, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912164, Class: 0.420859, Obj: 0.000598, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.532753, Class: 0.898702, Obj: 0.010125, No Obj: 0.000099, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 689: 0.742568, 0.834815 avg loss, 0.000225 rate, 3.917196 seconds, 44096 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539566, Class: 0.831705, Obj: 0.028079, No Obj: 0.000156, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.443341, Class: 0.853090, Obj: 0.008068, No Obj: 0.000088, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486391, Class: 0.769131, Obj: 0.009953, No Obj: 0.000178, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.568556, Class: 0.847931, Obj: 0.018825, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539470, Class: 0.707919, Obj: 0.005414, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.687292, Class: 0.808321, Obj: 0.006448, No Obj: 0.000111, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455358, Class: 0.834137, Obj: 0.079128, No Obj: 0.000179, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.523213, Class: 0.940683, Obj: 0.066550, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641300, Class: 0.661607, Obj: 0.004793, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.191795, Class: 0.871105, Obj: 0.015475, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759299, Class: 0.664166, Obj: 0.012113, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.508052, Class: 0.780916, Obj: 0.022885, No Obj: 0.000124, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413424, Class: 0.842099, Obj: 0.002579, No Obj: 0.000119, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.650733, Class: 0.845135, Obj: 0.009615, No Obj: 0.000103, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 690: 0.666516, 0.817985 avg loss, 0.000227 rate, 3.898206 seconds, 44160 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486101, Class: 0.885654, Obj: 0.024170, No Obj: 0.000181, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.553579, Class: 0.869388, Obj: 0.016280, No Obj: 0.000154, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830708, Class: 0.924807, Obj: 0.050850, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.498980, Class: 0.876681, Obj: 0.004412, No Obj: 0.000093, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530076, Class: 0.857288, Obj: 0.034495, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.567114, Class: 0.871447, Obj: 0.005351, No Obj: 0.000123, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572218, Class: 0.886615, Obj: 0.070326, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513239, Class: 0.850252, Obj: 0.007318, No Obj: 0.000104, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.614425, Class: 0.645874, Obj: 0.000791, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587134, Class: 0.864964, Obj: 0.007030, No Obj: 0.000083, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473301, Class: 0.787524, Obj: 0.003063, No Obj: 0.000138, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.619414, Class: 0.834698, Obj: 0.007210, No Obj: 0.000117, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693990, Class: 0.864220, Obj: 0.023777, No Obj: 0.000155, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.605996, Class: 0.868650, Obj: 0.002489, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467652, Class: 0.943693, Obj: 0.016058, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665781, Class: 0.872825, Obj: 0.006682, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 691: 0.791998, 0.815387 avg loss, 0.000228 rate, 3.920805 seconds, 44224 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523804, Class: 0.882218, Obj: 0.011389, No Obj: 0.000101, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473637, Class: 0.896515, Obj: 0.028347, No Obj: 0.000141, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463198, Class: 0.880108, Obj: 0.003764, No Obj: 0.000075, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.417095, Class: 0.831695, Obj: 0.010400, No Obj: 0.000094, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525624, Class: 0.811581, Obj: 0.014905, No Obj: 0.000100, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.561097, Class: 0.648216, Obj: 0.001202, No Obj: 0.000124, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469727, Class: 0.845354, Obj: 0.007597, No Obj: 0.000092, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833763, Class: 0.738352, Obj: 0.007963, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642207, Class: 0.789381, Obj: 0.003156, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.752241, Class: 0.394522, Obj: 0.000209, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.349232, Class: 0.866716, Obj: 0.001749, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480186, Class: 0.869742, Obj: 0.009065, No Obj: 0.000090, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 692: 0.846949, 0.818543 avg loss, 0.000229 rate, 3.906958 seconds, 44288 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898544, Class: 0.810605, Obj: 0.005620, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.482787, Class: 0.890652, Obj: 0.010960, No Obj: 0.000100, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.787973, Class: 0.772396, Obj: 0.003558, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.619841, Class: 0.959753, Obj: 0.018517, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504769, Class: 0.907890, Obj: 0.018949, No Obj: 0.000126, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549391, Class: 0.951289, Obj: 0.019042, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580721, Class: 0.873958, Obj: 0.014826, No Obj: 0.000085, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576412, Class: 0.649988, Obj: 0.005242, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.415222, Class: 0.762996, Obj: 0.002591, No Obj: 0.000098, .5R: 0.333333, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750701, Class: 0.789320, Obj: 0.007253, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636832, Class: 0.918074, Obj: 0.008141, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633238, Class: 0.753332, Obj: 0.021288, No Obj: 0.000182, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.407512, Class: 0.825348, Obj: 0.004181, No Obj: 0.000077, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562320, Class: 0.897362, Obj: 0.011036, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484696, Class: 0.739895, Obj: 0.010826, No Obj: 0.000205, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.867194, Class: 0.943394, Obj: 0.002004, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 693: 0.710302, 0.807719 avg loss, 0.000231 rate, 3.903358 seconds, 44352 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519684, Class: 0.846107, Obj: 0.005336, No Obj: 0.000086, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483591, Class: 0.877428, Obj: 0.016831, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683435, Class: 0.902703, Obj: 0.021875, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742109, Class: 0.912530, Obj: 0.025984, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556073, Class: 0.807105, Obj: 0.015050, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434711, Class: 0.834561, Obj: 0.002208, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417647, Class: 0.880006, Obj: 0.000698, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451566, Class: 0.911960, Obj: 0.025833, No Obj: 0.000085, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629384, Class: 0.679654, Obj: 0.010419, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.418823, Class: 0.898298, Obj: 0.037273, No Obj: 0.000117, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591242, Class: 0.900311, Obj: 0.006149, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 694: 0.552537, 0.782201 avg loss, 0.000232 rate, 3.900776 seconds, 44416 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.371999, Class: 0.875120, Obj: 0.016096, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.463553, Class: 0.852969, Obj: 0.004864, No Obj: 0.000102, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437361, Class: 0.668241, Obj: 0.000118, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514973, Class: 0.813913, Obj: 0.014933, No Obj: 0.000118, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653587, Class: 0.873959, Obj: 0.002675, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439958, Class: 0.802462, Obj: 0.008873, No Obj: 0.000084, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482271, Class: 0.890359, Obj: 0.040308, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592253, Class: 0.818895, Obj: 0.030850, No Obj: 0.000101, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530929, Class: 0.843808, Obj: 0.028510, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585367, Class: 0.889446, Obj: 0.010022, No Obj: 0.000108, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626934, Class: 0.826575, Obj: 0.013619, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.332695, Class: 0.739418, Obj: 0.008499, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 695: 0.643409, 0.768322 avg loss, 0.000233 rate, 3.902408 seconds, 44480 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493733, Class: 0.674116, Obj: 0.008257, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581659, Class: 0.906204, Obj: 0.020515, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562222, Class: 0.842437, Obj: 0.003052, No Obj: 0.000135, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.338097, Class: 0.892741, Obj: 0.041392, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.457574, Class: 0.745550, Obj: 0.001002, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.469903, Class: 0.904044, Obj: 0.010721, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533631, Class: 0.801336, Obj: 0.001090, No Obj: 0.000099, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.676848, Class: 0.759328, Obj: 0.000853, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603148, Class: 0.827855, Obj: 0.016728, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591784, Class: 0.856385, Obj: 0.018965, No Obj: 0.000176, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.535836, Class: 0.862731, Obj: 0.003068, No Obj: 0.000082, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.322510, Class: 0.776359, Obj: 0.007255, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.714530, Class: 0.505951, Obj: 0.000659, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.531544, Class: 0.869034, Obj: 0.013555, No Obj: 0.000101, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600352, Class: 0.911581, Obj: 0.022129, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.529611, Class: 0.823743, Obj: 0.000934, No Obj: 0.000089, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.270735, Class: 0.607900, Obj: 0.000350, No Obj: 0.000115, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.513109, Class: 0.901279, Obj: 0.025253, No Obj: 0.000209, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.494909, Class: 0.826145, Obj: 0.011977, No Obj: 0.000098, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 696: 0.829749, 0.774464 avg loss, 0.000235 rate, 3.919040 seconds, 44544 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688396, Class: 0.843579, Obj: 0.041803, No Obj: 0.000234, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.534221, Class: 0.818465, Obj: 0.005167, No Obj: 0.000097, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.531831, Class: 0.565024, Obj: 0.002985, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.540328, Class: 0.870765, Obj: 0.026543, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561923, Class: 0.843926, Obj: 0.022540, No Obj: 0.000209, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.474800, Class: 0.747243, Obj: 0.008216, No Obj: 0.000113, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446923, Class: 0.904595, Obj: 0.028271, No Obj: 0.000116, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480284, Class: 0.835795, Obj: 0.004158, No Obj: 0.000124, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.470810, Class: 0.757052, Obj: 0.001549, No Obj: 0.000067, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567895, Class: 0.770625, Obj: 0.009114, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471281, Class: 0.886351, Obj: 0.008619, No Obj: 0.000075, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726479, Class: 0.915276, Obj: 0.025651, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.558208, Class: 0.840832, Obj: 0.010834, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 697: 0.617365, 0.758754 avg loss, 0.000236 rate, 3.915014 seconds, 44608 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574871, Class: 0.893716, Obj: 0.031903, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596274, Class: 0.737649, Obj: 0.006116, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.551410, Class: 0.972043, Obj: 0.012923, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688923, Class: 0.742964, Obj: 0.044321, No Obj: 0.000184, .5R: 0.750000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.494042, Class: 0.728448, Obj: 0.010013, No Obj: 0.000099, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.662839, Class: 0.784034, Obj: 0.002953, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.490921, Class: 0.761045, Obj: 0.005679, No Obj: 0.000164, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.571637, Class: 0.931335, Obj: 0.028625, No Obj: 0.000119, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503821, Class: 0.799604, Obj: 0.008766, No Obj: 0.000098, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.545914, Class: 0.692913, Obj: 0.001760, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.833826, Class: 0.911350, Obj: 0.046010, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.493433, Class: 0.885776, Obj: 0.003422, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648266, Class: 0.665462, Obj: 0.003745, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.457333, Class: 0.817016, Obj: 0.013192, No Obj: 0.000128, .5R: 0.444444, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.511704, Class: 0.791307, Obj: 0.009785, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407279, Class: 0.856231, Obj: 0.032905, No Obj: 0.000119, .5R: 0.333333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 698: 1.035671, 0.786446 avg loss, 0.000237 rate, 3.920112 seconds, 44672 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.458814, Class: 0.735162, Obj: 0.006473, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.459498, Class: 0.950061, Obj: 0.033803, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613227, Class: 0.884115, Obj: 0.011187, No Obj: 0.000096, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.538892, Class: 0.798758, Obj: 0.001478, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615149, Class: 0.706879, Obj: 0.038965, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.422103, Class: 0.904708, Obj: 0.004242, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.174440, Class: 0.713721, Obj: 0.007562, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576082, Class: 0.902776, Obj: 0.044726, No Obj: 0.000110, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.311484, Class: 0.490881, Obj: 0.000439, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681649, Class: 0.838794, Obj: 0.050271, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412987, Class: 0.772737, Obj: 0.010785, No Obj: 0.000083, .5R: 0.250000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.307750, Class: 0.771328, Obj: 0.004280, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503339, Class: 0.918630, Obj: 0.012527, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.294476, Class: 0.511795, Obj: 0.000590, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.600861, Class: 0.913648, Obj: 0.094849, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.560125, Class: 0.847481, Obj: 0.005217, No Obj: 0.000094, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 699: 0.747784, 0.782580 avg loss, 0.000239 rate, 3.915383 seconds, 44736 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612759, Class: 0.873650, Obj: 0.020663, No Obj: 0.000083, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543197, Class: 0.917004, Obj: 0.019911, No Obj: 0.000091, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.294804, Class: 0.944486, Obj: 0.016073, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493686, Class: 0.859349, Obj: 0.017451, No Obj: 0.000069, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.456453, Class: 0.571047, Obj: 0.001031, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.436644, Class: 0.894050, Obj: 0.040448, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439703, Class: 0.873254, Obj: 0.008043, No Obj: 0.000083, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434396, Class: 0.739253, Obj: 0.003606, No Obj: 0.000076, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532317, Class: 0.693605, Obj: 0.008820, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535178, Class: 0.851110, Obj: 0.022998, No Obj: 0.000104, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646739, Class: 0.904786, Obj: 0.014940, No Obj: 0.000076, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777239, Class: 0.913443, Obj: 0.052132, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.423112, Class: 0.851531, Obj: 0.013766, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 700: 0.857936, 0.790115 avg loss, 0.000240 rate, 3.923426 seconds, 44800 images Loaded: 0.000254 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495561, Class: 0.919607, Obj: 0.006706, No Obj: 0.000129, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.413574, Class: 0.789061, Obj: 0.001618, No Obj: 0.000069, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497862, Class: 0.824266, Obj: 0.006732, No Obj: 0.000099, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697482, Class: 0.694595, Obj: 0.000159, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578971, Class: 0.907914, Obj: 0.013993, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.634780, Class: 0.860670, Obj: 0.005109, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809950, Class: 0.539469, Obj: 0.008547, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.356395, Class: 0.819033, Obj: 0.006891, No Obj: 0.000080, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.407718, Class: 0.476823, Obj: 0.000612, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.715160, Class: 0.806809, Obj: 0.002122, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.550632, Class: 0.756038, Obj: 0.021608, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.710455, Class: 0.393144, Obj: 0.000125, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.305208, Class: 0.678017, Obj: 0.000386, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493011, Class: 0.931113, Obj: 0.011308, No Obj: 0.000080, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402454, Class: 0.644210, Obj: 0.001892, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665388, Class: 0.905098, Obj: 0.012563, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 701: 0.713318, 0.782436 avg loss, 0.000241 rate, 3.696057 seconds, 44864 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690905, Class: 0.766738, Obj: 0.017143, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.489166, Class: 0.789600, Obj: 0.004066, No Obj: 0.000084, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627593, Class: 0.732661, Obj: 0.000775, No Obj: 0.000123, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501603, Class: 0.876565, Obj: 0.009222, No Obj: 0.000102, .5R: 0.375000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579384, Class: 0.796239, Obj: 0.036075, No Obj: 0.000121, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537148, Class: 0.727932, Obj: 0.000073, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507009, Class: 0.869275, Obj: 0.035608, No Obj: 0.000195, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.543889, Class: 0.845063, Obj: 0.035498, No Obj: 0.000124, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514067, Class: 0.918048, Obj: 0.012866, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.495335, Class: 0.889993, Obj: 0.006473, No Obj: 0.000110, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708054, Class: 0.804026, Obj: 0.009873, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 702: 0.801912, 0.784383 avg loss, 0.000243 rate, 3.925213 seconds, 44928 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354227, Class: 0.684549, Obj: 0.003041, No Obj: 0.000125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650998, Class: 0.816421, Obj: 0.018205, No Obj: 0.000109, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.694454, Class: 0.544316, Obj: 0.000517, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484149, Class: 0.902255, Obj: 0.010576, No Obj: 0.000108, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474588, Class: 0.877015, Obj: 0.001955, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505107, Class: 0.879352, Obj: 0.045095, No Obj: 0.000134, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.307574, Class: 0.799292, Obj: 0.001078, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545778, Class: 0.845806, Obj: 0.009576, No Obj: 0.000091, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610638, Class: 0.851976, Obj: 0.025306, No Obj: 0.000105, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697340, Class: 0.803487, Obj: 0.023629, No Obj: 0.000151, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.554878, Class: 0.907088, Obj: 0.075542, No Obj: 0.000154, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.302240, Class: 0.757397, Obj: 0.003785, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.675028, Class: 0.735538, Obj: 0.010040, No Obj: 0.000237, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.219251, Class: 0.884374, Obj: 0.000809, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 703: 0.754192, 0.781364 avg loss, 0.000244 rate, 3.906537 seconds, 44992 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.464754, Class: 0.633807, Obj: 0.008133, No Obj: 0.000116, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628762, Class: 0.755133, Obj: 0.007376, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580853, Class: 0.874255, Obj: 0.012774, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570435, Class: 0.759068, Obj: 0.003600, No Obj: 0.000077, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.241151, Class: 0.517521, Obj: 0.001119, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.451967, Class: 0.781106, Obj: 0.020090, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.528329, Class: 0.822070, Obj: 0.003295, No Obj: 0.000130, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408471, Class: 0.943851, Obj: 0.075258, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510533, Class: 0.799524, Obj: 0.004733, No Obj: 0.000107, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861093, Class: 0.911210, Obj: 0.052927, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.619265, Class: 0.863094, Obj: 0.007586, No Obj: 0.000109, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553340, Class: 0.828207, Obj: 0.018401, No Obj: 0.000110, .5R: 0.555556, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587169, Class: 0.851045, Obj: 0.029690, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586915, Class: 0.867021, Obj: 0.062781, No Obj: 0.000178, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.622873, Class: 0.806011, Obj: 0.008031, No Obj: 0.000098, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 704: 0.763345, 0.779562 avg loss, 0.000246 rate, 3.904743 seconds, 45056 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847018, Class: 0.747291, Obj: 0.015944, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665735, Class: 0.858747, Obj: 0.025459, No Obj: 0.000140, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474049, Class: 0.925649, Obj: 0.048170, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527556, Class: 0.836352, Obj: 0.008169, No Obj: 0.000118, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712251, Class: 0.519112, Obj: 0.001646, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633128, Class: 0.782189, Obj: 0.009621, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.528411, Class: 0.675209, Obj: 0.002961, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603104, Class: 0.901029, Obj: 0.002403, No Obj: 0.000086, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525740, Class: 0.853445, Obj: 0.011468, No Obj: 0.000103, .5R: 0.300000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637082, Class: 0.765261, Obj: 0.028794, No Obj: 0.000162, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.377148, Class: 0.873248, Obj: 0.002114, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505667, Class: 0.812164, Obj: 0.001040, No Obj: 0.000099, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.540682, Class: 0.922169, Obj: 0.080429, No Obj: 0.000121, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 705: 0.734652, 0.775071 avg loss, 0.000247 rate, 3.919954 seconds, 45120 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702205, Class: 0.929009, Obj: 0.023083, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372409, Class: 0.890386, Obj: 0.008279, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.604270, Class: 0.638501, Obj: 0.002514, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514188, Class: 0.863809, Obj: 0.026047, No Obj: 0.000132, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.542113, Class: 0.785962, Obj: 0.023602, No Obj: 0.000107, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394659, Class: 0.774832, Obj: 0.000580, No Obj: 0.000131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694400, Class: 0.863568, Obj: 0.005619, No Obj: 0.000119, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.582313, Class: 0.500681, Obj: 0.001993, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.527251, Class: 0.888417, Obj: 0.027488, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.606550, Class: 0.730306, Obj: 0.000780, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492091, Class: 0.902272, Obj: 0.075770, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498289, Class: 0.866432, Obj: 0.020273, No Obj: 0.000106, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563459, Class: 0.901180, Obj: 0.020780, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.357583, Class: 0.829775, Obj: 0.003351, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728781, Class: 0.914819, Obj: 0.002365, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 706: 0.535509, 0.751115 avg loss, 0.000248 rate, 3.916399 seconds, 45184 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485194, Class: 0.864920, Obj: 0.080821, No Obj: 0.000124, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325038, Class: 0.824589, Obj: 0.000436, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.440178, Class: 0.853329, Obj: 0.014751, No Obj: 0.000123, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656208, Class: 0.846180, Obj: 0.020710, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.676819, Class: 0.873181, Obj: 0.031703, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504638, Class: 0.861624, Obj: 0.012789, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824583, Class: 0.864469, Obj: 0.011603, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601571, Class: 0.883242, Obj: 0.007011, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.626760, Class: 0.672604, Obj: 0.011582, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.168558, Class: 0.402835, Obj: 0.000121, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.400024, Class: 0.862471, Obj: 0.031230, No Obj: 0.000118, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460010, Class: 0.757002, Obj: 0.000414, No Obj: 0.000126, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.510550, Class: 0.862410, Obj: 0.003832, No Obj: 0.000133, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462132, Class: 0.808169, Obj: 0.005701, No Obj: 0.000111, .5R: 0.333333, .75R: 0.000000, count: 9 (next mAP calculation at 1000 iterations) 707: 0.902454, 0.766249 avg loss, 0.000250 rate, 3.896762 seconds, 45248 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.758049, Class: 0.707549, Obj: 0.003112, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633141, Class: 0.869507, Obj: 0.013000, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.351916, Class: 0.746096, Obj: 0.000260, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550604, Class: 0.892892, Obj: 0.012860, No Obj: 0.000097, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500173, Class: 0.842078, Obj: 0.009938, No Obj: 0.000082, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.296067, Class: 0.982264, Obj: 0.007937, No Obj: 0.000093, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645820, Class: 0.755682, Obj: 0.004667, No Obj: 0.000178, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.441952, Class: 0.688684, Obj: 0.000229, No Obj: 0.000085, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865767, Class: 0.919148, Obj: 0.016382, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.464238, Class: 0.875070, Obj: 0.005035, No Obj: 0.000093, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487805, Class: 0.844818, Obj: 0.006406, No Obj: 0.000139, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.519514, Class: 0.872388, Obj: 0.014428, No Obj: 0.000127, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.410776, Class: 0.801169, Obj: 0.020067, No Obj: 0.000171, .5R: 0.200000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.413996, Class: 0.836404, Obj: 0.001164, No Obj: 0.000103, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 708: 0.696800, 0.759304 avg loss, 0.000251 rate, 3.903793 seconds, 45312 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607194, Class: 0.894318, Obj: 0.030499, No Obj: 0.000124, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524618, Class: 0.825566, Obj: 0.010369, No Obj: 0.000092, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558205, Class: 0.822291, Obj: 0.020457, No Obj: 0.000082, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473507, Class: 0.947723, Obj: 0.017457, No Obj: 0.000139, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.482664, Class: 0.858330, Obj: 0.002397, No Obj: 0.000096, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.471390, Class: 0.651192, Obj: 0.005993, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.563944, Class: 0.873138, Obj: 0.025181, No Obj: 0.000190, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.550048, Class: 0.880609, Obj: 0.009984, No Obj: 0.000115, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.457828, Class: 0.789987, Obj: 0.010696, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.466520, Class: 0.789045, Obj: 0.015418, No Obj: 0.000114, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.426388, Class: 0.589547, Obj: 0.007373, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.688694, Class: 0.862598, Obj: 0.007602, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465632, Class: 0.897133, Obj: 0.003633, No Obj: 0.000100, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460042, Class: 0.814671, Obj: 0.003149, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.467672, Class: 0.959675, Obj: 0.001215, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 709: 0.740925, 0.757466 avg loss, 0.000253 rate, 3.920881 seconds, 45376 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800718, Class: 0.626304, Obj: 0.000093, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630902, Class: 0.915046, Obj: 0.027193, No Obj: 0.000086, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.450823, Class: 0.457500, Obj: 0.000291, No Obj: 0.000128, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.518841, Class: 0.868752, Obj: 0.009316, No Obj: 0.000091, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528481, Class: 0.890750, Obj: 0.029424, No Obj: 0.000105, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540294, Class: 0.855982, Obj: 0.046531, No Obj: 0.000245, .5R: 0.500000, .75R: 0.166667, count: 6 Region 106 Avg IOU: 0.591122, Class: 0.931359, Obj: 0.033168, No Obj: 0.000145, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435287, Class: 0.804987, Obj: 0.011879, No Obj: 0.000086, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455619, Class: 0.817735, Obj: 0.005616, No Obj: 0.000169, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.560473, Class: 0.854213, Obj: 0.021555, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542914, Class: 0.766055, Obj: 0.001599, No Obj: 0.000102, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.554669, Class: 0.800721, Obj: 0.001466, No Obj: 0.000074, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.641294, Class: 0.586357, Obj: 0.003992, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.586396, Class: 0.895901, Obj: 0.065577, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.494200, Class: 0.804431, Obj: 0.004678, No Obj: 0.000076, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 710: 0.892821, 0.771002 avg loss, 0.000254 rate, 3.924403 seconds, 45440 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.383258, Class: 0.662345, Obj: 0.009328, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.529192, Class: 0.912238, Obj: 0.021148, No Obj: 0.000102, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.314590, Class: 0.785768, Obj: 0.007789, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693380, Class: 0.667633, Obj: 0.004557, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653094, Class: 0.809734, Obj: 0.007901, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484333, Class: 0.800439, Obj: 0.008399, No Obj: 0.000226, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.566513, Class: 0.849489, Obj: 0.010630, No Obj: 0.000095, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.234771, Class: 0.782643, Obj: 0.006525, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575945, Class: 0.914868, Obj: 0.012477, No Obj: 0.000114, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519390, Class: 0.856926, Obj: 0.006699, No Obj: 0.000086, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581002, Class: 0.874712, Obj: 0.011945, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521913, Class: 0.941620, Obj: 0.033617, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.473414, Class: 0.901528, Obj: 0.007226, No Obj: 0.000116, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 711: 0.863205, 0.780222 avg loss, 0.000256 rate, 3.923579 seconds, 45504 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475418, Class: 0.890923, Obj: 0.018492, No Obj: 0.000091, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785883, Class: 0.488415, Obj: 0.003192, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.529147, Class: 0.822434, Obj: 0.003528, No Obj: 0.000093, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549286, Class: 0.858658, Obj: 0.017194, No Obj: 0.000095, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469607, Class: 0.914467, Obj: 0.050352, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501501, Class: 0.838648, Obj: 0.001917, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730879, Class: 0.968421, Obj: 0.036765, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.472908, Class: 0.721105, Obj: 0.002225, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.548101, Class: 0.831782, Obj: 0.010975, No Obj: 0.000202, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.420397, Class: 0.807857, Obj: 0.002891, No Obj: 0.000106, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.651108, Class: 0.546180, Obj: 0.011304, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517655, Class: 0.910620, Obj: 0.019506, No Obj: 0.000109, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575197, Class: 0.847690, Obj: 0.061037, No Obj: 0.000152, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.508118, Class: 0.870681, Obj: 0.016379, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 712: 0.680154, 0.770215 avg loss, 0.000257 rate, 3.908016 seconds, 45568 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593129, Class: 0.864517, Obj: 0.028846, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.588193, Class: 0.655250, Obj: 0.000458, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852829, Class: 0.936117, Obj: 0.015515, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.422102, Class: 0.901471, Obj: 0.003736, No Obj: 0.000089, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423886, Class: 0.874065, Obj: 0.000720, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663821, Class: 0.897074, Obj: 0.020525, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.744003, Class: 0.717982, Obj: 0.003972, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.335838, Class: 0.849023, Obj: 0.069411, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480576, Class: 0.817934, Obj: 0.006681, No Obj: 0.000124, .5R: 0.416667, .75R: 0.083333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559339, Class: 0.537742, Obj: 0.009101, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.576439, Class: 0.845833, Obj: 0.001078, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580010, Class: 0.904173, Obj: 0.013678, No Obj: 0.000112, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762430, Class: 0.937221, Obj: 0.097166, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683755, Class: 0.919411, Obj: 0.004593, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.549199, Class: 0.874841, Obj: 0.024350, No Obj: 0.000120, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 713: 0.784261, 0.771620 avg loss, 0.000258 rate, 3.905357 seconds, 45632 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.608107, Class: 0.697935, Obj: 0.002258, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.666003, Class: 0.925340, Obj: 0.073675, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650036, Class: 0.887905, Obj: 0.024027, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495985, Class: 0.900733, Obj: 0.018990, No Obj: 0.000096, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.765290, Class: 0.752169, Obj: 0.013734, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.545753, Class: 0.824267, Obj: 0.018413, No Obj: 0.000187, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.810683, Class: 0.747959, Obj: 0.000543, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680214, Class: 0.832919, Obj: 0.018838, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592224, Class: 0.895506, Obj: 0.009452, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312229, Class: 0.872617, Obj: 0.004157, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586458, Class: 0.928489, Obj: 0.020119, No Obj: 0.000090, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419657, Class: 0.851161, Obj: 0.003449, No Obj: 0.000073, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.299848, Class: 0.830830, Obj: 0.010578, No Obj: 0.000111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517570, Class: 0.917185, Obj: 0.025814, No Obj: 0.000126, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.790244, Class: 0.657225, Obj: 0.004823, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.195617, Class: 0.851464, Obj: 0.006579, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603816, Class: 0.850567, Obj: 0.022175, No Obj: 0.000099, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 714: 0.812819, 0.775740 avg loss, 0.000260 rate, 3.901259 seconds, 45696 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899366, Class: 0.950001, Obj: 0.031381, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552041, Class: 0.902813, Obj: 0.019247, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.556599, Class: 0.565499, Obj: 0.001626, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.694394, Class: 0.795031, Obj: 0.001867, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.549154, Class: 0.886866, Obj: 0.006624, No Obj: 0.000127, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.821890, Class: 0.770764, Obj: 0.014837, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546055, Class: 0.911780, Obj: 0.007315, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.752646, Class: 0.811662, Obj: 0.000611, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781971, Class: 0.838975, Obj: 0.010662, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.524311, Class: 0.913463, Obj: 0.004936, No Obj: 0.000120, .5R: 0.454545, .75R: 0.000000, count: 11 Region 82 Avg IOU: 0.260579, Class: 0.613720, Obj: 0.000872, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548306, Class: 0.914082, Obj: 0.014352, No Obj: 0.000099, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474896, Class: 0.876333, Obj: 0.042635, No Obj: 0.000172, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.670523, Class: 0.967053, Obj: 0.022792, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495179, Class: 0.902025, Obj: 0.003858, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547718, Class: 0.865740, Obj: 0.010347, No Obj: 0.000119, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462582, Class: 0.897155, Obj: 0.042379, No Obj: 0.000086, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 715: 0.893357, 0.787501 avg loss, 0.000261 rate, 3.925480 seconds, 45760 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848840, Class: 0.906400, Obj: 0.009498, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.662533, Class: 0.959262, Obj: 0.028520, No Obj: 0.000117, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486832, Class: 0.886644, Obj: 0.054061, No Obj: 0.000117, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.595106, Class: 0.901271, Obj: 0.029292, No Obj: 0.000134, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.639139, Class: 0.710377, Obj: 0.034540, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.672067, Class: 0.851647, Obj: 0.014806, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.547252, Class: 0.709050, Obj: 0.014474, No Obj: 0.000077, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464181, Class: 0.945989, Obj: 0.021346, No Obj: 0.000088, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445055, Class: 0.829435, Obj: 0.032891, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.528241, Class: 0.849667, Obj: 0.007982, No Obj: 0.000121, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.600849, Class: 0.720156, Obj: 0.020014, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.555247, Class: 0.905873, Obj: 0.047623, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.732356, Class: 0.948429, Obj: 0.013440, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681662, Class: 0.821002, Obj: 0.000196, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.294199, Class: 0.692077, Obj: 0.000270, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495576, Class: 0.694538, Obj: 0.027302, No Obj: 0.000204, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.634444, Class: 0.907405, Obj: 0.005647, No Obj: 0.000075, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 716: 0.700173, 0.778769 avg loss, 0.000263 rate, 3.927080 seconds, 45824 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523166, Class: 0.961037, Obj: 0.029541, No Obj: 0.000103, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.606470, Class: 0.688774, Obj: 0.004319, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.373612, Class: 0.820916, Obj: 0.002287, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502859, Class: 0.825285, Obj: 0.002479, No Obj: 0.000105, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.487095, Class: 0.600586, Obj: 0.009680, No Obj: 0.000110, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745665, Class: 0.927593, Obj: 0.003004, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588043, Class: 0.861905, Obj: 0.024886, No Obj: 0.000109, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.797606, Class: 0.775560, Obj: 0.002502, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532702, Class: 0.946782, Obj: 0.030177, No Obj: 0.000123, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512726, Class: 0.746603, Obj: 0.002229, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651094, Class: 0.880046, Obj: 0.007966, No Obj: 0.000119, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720072, Class: 0.791749, Obj: 0.001783, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710857, Class: 0.940297, Obj: 0.020115, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419098, Class: 0.941886, Obj: 0.188842, No Obj: 0.000163, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.422649, Class: 0.873686, Obj: 0.005351, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644759, Class: 0.846085, Obj: 0.020717, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.374265, Class: 0.899076, Obj: 0.001824, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 717: 0.793217, 0.780213 avg loss, 0.000264 rate, 3.920642 seconds, 45888 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622912, Class: 0.736219, Obj: 0.072598, No Obj: 0.000188, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.501644, Class: 0.791382, Obj: 0.000189, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454471, Class: 0.862518, Obj: 0.094465, No Obj: 0.000166, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.578911, Class: 0.957776, Obj: 0.030453, No Obj: 0.000112, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804760, Class: 0.956393, Obj: 0.010176, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.539887, Class: 0.929546, Obj: 0.013162, No Obj: 0.000121, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.489416, Class: 0.863655, Obj: 0.018761, No Obj: 0.000098, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557222, Class: 0.718928, Obj: 0.043032, No Obj: 0.000139, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.542062, Class: 0.897228, Obj: 0.007167, No Obj: 0.000087, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409100, Class: 0.971042, Obj: 0.055966, No Obj: 0.000086, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512503, Class: 0.787109, Obj: 0.003292, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.502683, Class: 0.816263, Obj: 0.003995, No Obj: 0.000093, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504824, Class: 0.852972, Obj: 0.020622, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561870, Class: 0.912069, Obj: 0.014034, No Obj: 0.000140, .5R: 0.500000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 718: 0.788166, 0.781009 avg loss, 0.000266 rate, 3.918918 seconds, 45952 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631891, Class: 0.791147, Obj: 0.047139, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.676591, Class: 0.968222, Obj: 0.005068, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586655, Class: 0.795561, Obj: 0.022923, No Obj: 0.000156, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.648199, Class: 0.981449, Obj: 0.026406, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473548, Class: 0.873282, Obj: 0.055248, No Obj: 0.000175, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.489723, Class: 0.924464, Obj: 0.011386, No Obj: 0.000098, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653577, Class: 0.907507, Obj: 0.019514, No Obj: 0.000154, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378183, Class: 0.924245, Obj: 0.138309, No Obj: 0.000111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.435016, Class: 0.851981, Obj: 0.009658, No Obj: 0.000093, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.405844, Class: 0.680105, Obj: 0.003097, No Obj: 0.000175, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.594442, Class: 0.860250, Obj: 0.017298, No Obj: 0.000138, .5R: 0.666667, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723674, Class: 0.557814, Obj: 0.001077, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.633420, Class: 0.936717, Obj: 0.000100, No Obj: 0.000059, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645745, Class: 0.857453, Obj: 0.001903, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 719: 0.699604, 0.772868 avg loss, 0.000267 rate, 3.919840 seconds, 46016 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647881, Class: 0.860373, Obj: 0.004164, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524810, Class: 0.896924, Obj: 0.018015, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448032, Class: 0.963322, Obj: 0.159018, No Obj: 0.000185, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447473, Class: 0.860869, Obj: 0.004027, No Obj: 0.000109, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619009, Class: 0.918049, Obj: 0.021250, No Obj: 0.000101, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.401870, Class: 0.841183, Obj: 0.013106, No Obj: 0.000076, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462906, Class: 0.680313, Obj: 0.002926, No Obj: 0.000199, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.566835, Class: 0.920632, Obj: 0.012907, No Obj: 0.000094, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707480, Class: 0.831071, Obj: 0.006069, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660322, Class: 0.911124, Obj: 0.004589, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577992, Class: 0.549023, Obj: 0.006688, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.430429, Class: 0.934730, Obj: 0.021430, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.226883, Class: 0.326127, Obj: 0.000493, No Obj: 0.000125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571070, Class: 0.765883, Obj: 0.004307, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 720: 0.670599, 0.762641 avg loss, 0.000269 rate, 3.922939 seconds, 46080 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392530, Class: 0.859747, Obj: 0.046503, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605637, Class: 0.426220, Obj: 0.005230, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626435, Class: 0.945733, Obj: 0.011611, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508600, Class: 0.902827, Obj: 0.038877, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623189, Class: 0.788550, Obj: 0.038176, No Obj: 0.000083, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.501439, Class: 0.553073, Obj: 0.000172, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704384, Class: 0.598473, Obj: 0.000381, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684395, Class: 0.953256, Obj: 0.003317, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.629003, Class: 0.749543, Obj: 0.010824, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592383, Class: 0.958106, Obj: 0.012834, No Obj: 0.000097, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519757, Class: 0.840138, Obj: 0.000054, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.507182, Class: 0.914410, Obj: 0.006333, No Obj: 0.000081, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659236, Class: 0.934248, Obj: 0.027359, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.518407, Class: 0.830010, Obj: 0.002456, No Obj: 0.000093, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629055, Class: 0.912245, Obj: 0.028328, No Obj: 0.000107, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 721: 0.505515, 0.736929 avg loss, 0.000270 rate, 3.923881 seconds, 46144 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.529175, Class: 0.711624, Obj: 0.000984, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667590, Class: 0.944099, Obj: 0.026252, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.154661, Class: 0.953268, Obj: 0.018425, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.678806, Class: 0.640615, Obj: 0.004100, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.663959, Class: 0.854595, Obj: 0.012179, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.298708, Class: 0.960128, Obj: 0.012555, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727344, Class: 0.894200, Obj: 0.081498, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.597055, Class: 0.927833, Obj: 0.002912, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690078, Class: 0.960804, Obj: 0.062423, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626172, Class: 0.900311, Obj: 0.037697, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559040, Class: 0.881420, Obj: 0.006088, No Obj: 0.000110, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.539097, Class: 0.731066, Obj: 0.000532, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548147, Class: 0.833946, Obj: 0.004939, No Obj: 0.000081, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607280, Class: 0.879634, Obj: 0.006803, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343902, Class: 0.916981, Obj: 0.000981, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 722: 0.506491, 0.713885 avg loss, 0.000272 rate, 3.926271 seconds, 46208 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.718775, Class: 0.738209, Obj: 0.010706, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508572, Class: 0.887806, Obj: 0.029727, No Obj: 0.000114, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401806, Class: 0.920799, Obj: 0.201122, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502309, Class: 0.860536, Obj: 0.017798, No Obj: 0.000078, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564920, Class: 0.852062, Obj: 0.013368, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467338, Class: 0.941010, Obj: 0.061876, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513497, Class: 0.942806, Obj: 0.068172, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594756, Class: 0.890341, Obj: 0.003902, No Obj: 0.000080, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.775861, Class: 0.902243, Obj: 0.005786, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422500, Class: 0.878862, Obj: 0.011955, No Obj: 0.000089, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478364, Class: 0.911830, Obj: 0.007480, No Obj: 0.000079, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.520336, Class: 0.825748, Obj: 0.013948, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.529478, Class: 0.953049, Obj: 0.149589, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.470551, Class: 0.793506, Obj: 0.016912, No Obj: 0.000080, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 723: 0.763338, 0.718830 avg loss, 0.000273 rate, 3.925430 seconds, 46272 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563310, Class: 0.918135, Obj: 0.048643, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657069, Class: 0.962096, Obj: 0.021253, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.895619, Class: 0.494051, Obj: 0.003053, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.327441, Class: 0.922569, Obj: 0.012969, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490073, Class: 0.890740, Obj: 0.001473, No Obj: 0.000087, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575457, Class: 0.889165, Obj: 0.057019, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.350132, Class: 0.878951, Obj: 0.000318, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658221, Class: 0.941970, Obj: 0.030169, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533079, Class: 0.915154, Obj: 0.010916, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566351, Class: 0.756585, Obj: 0.001380, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614965, Class: 0.902951, Obj: 0.007945, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536237, Class: 0.920249, Obj: 0.064604, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.583314, Class: 0.896630, Obj: 0.012947, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 724: 0.478645, 0.694812 avg loss, 0.000275 rate, 3.923407 seconds, 46336 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.557418, Class: 0.624661, Obj: 0.000624, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.594217, Class: 0.800390, Obj: 0.018652, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.545921, Class: 0.904251, Obj: 0.015305, No Obj: 0.000079, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560566, Class: 0.921862, Obj: 0.045380, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.642222, Class: 0.776996, Obj: 0.001278, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.471476, Class: 0.862232, Obj: 0.063371, No Obj: 0.000214, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.443704, Class: 0.864924, Obj: 0.007523, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618028, Class: 0.857334, Obj: 0.016580, No Obj: 0.000133, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.578126, Class: 0.902311, Obj: 0.005010, No Obj: 0.000096, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.627148, Class: 0.598117, Obj: 0.013078, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721583, Class: 0.884889, Obj: 0.000303, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545082, Class: 0.940730, Obj: 0.008276, No Obj: 0.000069, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394769, Class: 0.759691, Obj: 0.003633, No Obj: 0.000135, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.703973, Class: 0.917050, Obj: 0.015702, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471242, Class: 0.900172, Obj: 0.033111, No Obj: 0.000197, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.552309, Class: 0.831626, Obj: 0.017734, No Obj: 0.000097, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743671, Class: 0.936623, Obj: 0.014290, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 725: 0.923217, 0.717652 avg loss, 0.000276 rate, 3.922187 seconds, 46400 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472531, Class: 0.838307, Obj: 0.014196, No Obj: 0.000124, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.585357, Class: 0.970930, Obj: 0.006493, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730823, Class: 0.976916, Obj: 0.041647, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.478774, Class: 0.892390, Obj: 0.003014, No Obj: 0.000076, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563061, Class: 0.893855, Obj: 0.017559, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617654, Class: 0.877637, Obj: 0.042264, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474164, Class: 0.817626, Obj: 0.022850, No Obj: 0.000201, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.573740, Class: 0.920779, Obj: 0.034076, No Obj: 0.000128, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422844, Class: 0.867730, Obj: 0.005818, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.165524, Class: 0.717347, Obj: 0.000056, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736685, Class: 0.947559, Obj: 0.068139, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610723, Class: 0.942346, Obj: 0.065425, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.315973, Class: 0.698010, Obj: 0.005626, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.531278, Class: 0.727476, Obj: 0.004604, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.523365, Class: 0.827135, Obj: 0.002463, No Obj: 0.000055, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 726: 0.703177, 0.716205 avg loss, 0.000278 rate, 3.910253 seconds, 46464 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.798655, Class: 0.763406, Obj: 0.004270, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.408438, Class: 0.873158, Obj: 0.014498, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676423, Class: 0.931213, Obj: 0.044688, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583221, Class: 0.884199, Obj: 0.071497, No Obj: 0.000191, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.497634, Class: 0.886724, Obj: 0.004705, No Obj: 0.000086, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622466, Class: 0.776986, Obj: 0.030580, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.555171, Class: 0.858484, Obj: 0.003225, No Obj: 0.000109, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735996, Class: 0.959188, Obj: 0.021775, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782092, Class: 0.964609, Obj: 0.028569, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.648458, Class: 0.407170, Obj: 0.000490, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.211970, Class: 0.506294, Obj: 0.000190, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637375, Class: 0.961288, Obj: 0.050417, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717288, Class: 0.615680, Obj: 0.007784, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.432894, Class: 0.874975, Obj: 0.003734, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.372036, Class: 0.744321, Obj: 0.001252, No Obj: 0.000078, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522259, Class: 0.927985, Obj: 0.024352, No Obj: 0.000093, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 727: 0.718349, 0.716419 avg loss, 0.000279 rate, 3.921801 seconds, 46528 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460441, Class: 0.612177, Obj: 0.004704, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.580961, Class: 0.806516, Obj: 0.003031, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.409882, Class: 0.710392, Obj: 0.010257, No Obj: 0.000180, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526335, Class: 0.907181, Obj: 0.003846, No Obj: 0.000084, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523797, Class: 0.937629, Obj: 0.017087, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666865, Class: 0.933071, Obj: 0.210871, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611632, Class: 0.913418, Obj: 0.013023, No Obj: 0.000100, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517104, Class: 0.821937, Obj: 0.001987, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426520, Class: 0.823068, Obj: 0.008142, No Obj: 0.000083, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.698706, Class: 0.860738, Obj: 0.004842, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801089, Class: 0.706200, Obj: 0.024752, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.506403, Class: 0.832902, Obj: 0.007393, No Obj: 0.000072, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.336333, Class: 0.955340, Obj: 0.127130, No Obj: 0.000152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753640, Class: 0.928645, Obj: 0.002644, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.162697, Class: 0.593470, Obj: 0.000151, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.451225, Class: 0.922099, Obj: 0.064454, No Obj: 0.000080, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 728: 0.859470, 0.730724 avg loss, 0.000281 rate, 3.919181 seconds, 46592 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517061, Class: 0.740943, Obj: 0.000824, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.507976, Class: 0.677121, Obj: 0.000058, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600779, Class: 0.960743, Obj: 0.075137, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571226, Class: 0.967554, Obj: 0.003226, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731985, Class: 0.968904, Obj: 0.004794, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458323, Class: 0.894119, Obj: 0.037371, No Obj: 0.000204, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.420544, Class: 0.911402, Obj: 0.009808, No Obj: 0.000109, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586133, Class: 0.923291, Obj: 0.021139, No Obj: 0.000128, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.531313, Class: 0.718419, Obj: 0.000392, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.580902, Class: 0.932475, Obj: 0.085661, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635646, Class: 0.941042, Obj: 0.019292, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724061, Class: 0.919157, Obj: 0.002025, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537365, Class: 0.898253, Obj: 0.008052, No Obj: 0.000084, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.642709, Class: 0.631990, Obj: 0.003647, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.469457, Class: 0.754949, Obj: 0.001112, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.519025, Class: 0.863232, Obj: 0.006799, No Obj: 0.000081, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 729: 0.706599, 0.728312 avg loss, 0.000282 rate, 3.917529 seconds, 46656 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705634, Class: 0.937680, Obj: 0.034404, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603084, Class: 0.923030, Obj: 0.037919, No Obj: 0.000112, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528557, Class: 0.903941, Obj: 0.013850, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553842, Class: 0.922187, Obj: 0.014208, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646154, Class: 0.923573, Obj: 0.010633, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583041, Class: 0.881274, Obj: 0.031083, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.593253, Class: 0.864158, Obj: 0.011061, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473190, Class: 0.969963, Obj: 0.032497, No Obj: 0.000098, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791164, Class: 0.936531, Obj: 0.060586, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.504157, Class: 0.941461, Obj: 0.013430, No Obj: 0.000084, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499376, Class: 0.766617, Obj: 0.026250, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.560887, Class: 0.887757, Obj: 0.027159, No Obj: 0.000136, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 730: 0.546931, 0.710174 avg loss, 0.000284 rate, 3.915122 seconds, 46720 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481827, Class: 0.785762, Obj: 0.100217, No Obj: 0.000229, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.686330, Class: 0.901957, Obj: 0.007204, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760184, Class: 0.674002, Obj: 0.000959, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.488327, Class: 0.926702, Obj: 0.020419, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522580, Class: 0.868743, Obj: 0.053699, No Obj: 0.000144, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.469867, Class: 0.928884, Obj: 0.004842, No Obj: 0.000076, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571861, Class: 0.942635, Obj: 0.017929, No Obj: 0.000090, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.396493, Class: 0.776538, Obj: 0.006983, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.594114, Class: 0.961931, Obj: 0.054136, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.816683, Class: 0.646937, Obj: 0.006837, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.488303, Class: 0.912099, Obj: 0.003817, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652193, Class: 0.913311, Obj: 0.006864, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599191, Class: 0.871852, Obj: 0.010060, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.556484, Class: 0.936368, Obj: 0.037351, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611481, Class: 0.695661, Obj: 0.000147, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.523435, Class: 0.886454, Obj: 0.029240, No Obj: 0.000095, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 731: 0.620031, 0.701159 avg loss, 0.000286 rate, 3.927060 seconds, 46784 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686253, Class: 0.929066, Obj: 0.012236, No Obj: 0.000089, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777364, Class: 0.797409, Obj: 0.004366, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656645, Class: 0.952116, Obj: 0.006831, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.643126, Class: 0.539745, Obj: 0.013602, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482125, Class: 0.950337, Obj: 0.016430, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622920, Class: 0.913742, Obj: 0.130127, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581518, Class: 0.884036, Obj: 0.007187, No Obj: 0.000106, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: 0.681933, Class: 0.690481, Obj: 0.005847, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.498929, Class: 0.957614, Obj: 0.171648, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511269, Class: 0.965214, Obj: 0.007021, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474888, Class: 0.954190, Obj: 0.026690, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.457190, Class: 0.781834, Obj: 0.030752, No Obj: 0.000191, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.274968, Class: 0.774995, Obj: 0.036966, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.492690, Class: 0.901786, Obj: 0.055160, No Obj: 0.000111, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 732: 0.550701, 0.686114 avg loss, 0.000287 rate, 3.923343 seconds, 46848 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.577337, Class: 0.680026, Obj: 0.013043, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.691780, Class: 0.863044, Obj: 0.004134, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541851, Class: 0.892056, Obj: 0.010746, No Obj: 0.000077, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547073, Class: 0.852069, Obj: 0.019740, No Obj: 0.000143, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.504426, Class: 0.958288, Obj: 0.000721, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589955, Class: 0.930956, Obj: 0.004928, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.392722, Class: 0.922710, Obj: 0.018948, No Obj: 0.000069, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504371, Class: 0.926618, Obj: 0.003800, No Obj: 0.000060, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752551, Class: 0.878387, Obj: 0.025534, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.507125, Class: 0.851541, Obj: 0.003208, No Obj: 0.000066, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536221, Class: 0.407054, Obj: 0.004428, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571723, Class: 0.907615, Obj: 0.005977, No Obj: 0.000078, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469248, Class: 0.875367, Obj: 0.008899, No Obj: 0.000086, .5R: 0.375000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 733: 0.584241, 0.675926 avg loss, 0.000289 rate, 3.923027 seconds, 46912 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.296907, Class: 0.732803, Obj: 0.013447, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578930, Class: 0.849869, Obj: 0.015536, No Obj: 0.000084, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463696, Class: 0.839980, Obj: 0.000696, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554491, Class: 0.835356, Obj: 0.005046, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.535991, Class: 0.950832, Obj: 0.003552, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719170, Class: 0.976489, Obj: 0.104929, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600468, Class: 0.929141, Obj: 0.180901, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.715211, Class: 0.892682, Obj: 0.003573, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864094, Class: 0.936663, Obj: 0.041212, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626158, Class: 0.837261, Obj: 0.014665, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.719151, Class: 0.717121, Obj: 0.004490, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.883814, Class: 0.894929, Obj: 0.063162, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617343, Class: 0.936212, Obj: 0.011126, No Obj: 0.000095, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680579, Class: 0.950440, Obj: 0.032101, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.554496, Class: 0.863966, Obj: 0.003742, No Obj: 0.000086, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 734: 0.471052, 0.655439 avg loss, 0.000290 rate, 3.919957 seconds, 46976 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.509335, Class: 0.898880, Obj: 0.015657, No Obj: 0.000074, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.375044, Class: 0.885844, Obj: 0.043075, No Obj: 0.000110, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.572001, Class: 0.929298, Obj: 0.051409, No Obj: 0.000090, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630579, Class: 0.904670, Obj: 0.076824, No Obj: 0.000115, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.415599, Class: 0.865567, Obj: 0.001670, No Obj: 0.000082, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621713, Class: 0.654637, Obj: 0.014419, No Obj: 0.000165, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.520747, Class: 0.922201, Obj: 0.020362, No Obj: 0.000116, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864420, Class: 0.939045, Obj: 0.029180, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.510659, Class: 0.826814, Obj: 0.006280, No Obj: 0.000065, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.333473, Class: 0.808647, Obj: 0.001421, No Obj: 0.000181, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540513, Class: 0.900021, Obj: 0.047301, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.603244, Class: 0.893911, Obj: 0.007565, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.634119, Class: 0.949437, Obj: 0.122357, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486157, Class: 0.881218, Obj: 0.007598, No Obj: 0.000088, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.375743, Class: 0.607903, Obj: 0.043759, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.427925, Class: 0.732340, Obj: 0.000186, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 735: 0.806053, 0.670500 avg loss, 0.000292 rate, 3.930212 seconds, 47040 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491462, Class: 0.853240, Obj: 0.013986, No Obj: 0.000061, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546102, Class: 0.906021, Obj: 0.013962, No Obj: 0.000180, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.567083, Class: 0.960544, Obj: 0.066110, No Obj: 0.000089, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389787, Class: 0.665282, Obj: 0.000265, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545639, Class: 0.788191, Obj: 0.000535, No Obj: 0.000068, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829197, Class: 0.898245, Obj: 0.169704, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.409442, Class: 0.845319, Obj: 0.000712, No Obj: 0.000075, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487847, Class: 0.561693, Obj: 0.000764, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692951, Class: 0.963591, Obj: 0.022288, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684634, Class: 0.919533, Obj: 0.060838, No Obj: 0.000098, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.310032, Class: 0.835040, Obj: 0.010489, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.673213, Class: 0.741179, Obj: 0.006707, No Obj: 0.000105, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.598082, Class: 0.864694, Obj: 0.002401, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494823, Class: 0.876370, Obj: 0.017607, No Obj: 0.000196, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.297512, Class: 0.949435, Obj: 0.008546, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 736: 0.509207, 0.654371 avg loss, 0.000293 rate, 3.929870 seconds, 47104 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.740354, Class: 0.741552, Obj: 0.014001, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.493249, Class: 0.934220, Obj: 0.001272, No Obj: 0.000113, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511888, Class: 0.847769, Obj: 0.025963, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460244, Class: 0.849770, Obj: 0.007736, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.347423, Class: 0.824409, Obj: 0.002955, No Obj: 0.000065, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.553923, Class: 0.834652, Obj: 0.038354, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.521634, Class: 0.946523, Obj: 0.077749, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.530958, Class: 0.914897, Obj: 0.009472, No Obj: 0.000076, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.294437, Class: 0.723792, Obj: 0.000330, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542457, Class: 0.904568, Obj: 0.017438, No Obj: 0.000090, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462792, Class: 0.847613, Obj: 0.002964, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553055, Class: 0.959641, Obj: 0.050252, No Obj: 0.000097, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.740750, Class: 0.736178, Obj: 0.047495, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.419990, Class: 0.920461, Obj: 0.018445, No Obj: 0.000097, .5R: 0.142857, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394779, Class: 0.583048, Obj: 0.023291, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562982, Class: 0.839100, Obj: 0.006854, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734747, Class: 0.975864, Obj: 0.032404, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 737: 0.890943, 0.678028 avg loss, 0.000295 rate, 3.929565 seconds, 47168 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640836, Class: 0.957606, Obj: 0.014110, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.417710, Class: 0.794435, Obj: 0.000546, No Obj: 0.000073, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530182, Class: 0.921145, Obj: 0.027282, No Obj: 0.000106, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797631, Class: 0.844843, Obj: 0.008286, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524755, Class: 0.775607, Obj: 0.008857, No Obj: 0.000242, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.708753, Class: 0.727152, Obj: 0.002671, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.550683, Class: 0.937343, Obj: 0.134355, No Obj: 0.000167, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.557266, Class: 0.880066, Obj: 0.023695, No Obj: 0.000087, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679455, Class: 0.917627, Obj: 0.027046, No Obj: 0.000091, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492507, Class: 0.924089, Obj: 0.000900, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.403019, Class: 0.929504, Obj: 0.016448, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.380646, Class: 0.738671, Obj: 0.009931, No Obj: 0.000171, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.486918, Class: 0.935388, Obj: 0.050365, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 738: 0.565041, 0.666730 avg loss, 0.000297 rate, 3.926236 seconds, 47232 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825191, Class: 0.870411, Obj: 0.005708, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672574, Class: 0.944489, Obj: 0.005688, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549131, Class: 0.892871, Obj: 0.015362, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.583084, Class: 0.925236, Obj: 0.011406, No Obj: 0.000091, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.381278, Class: 0.792534, Obj: 0.026632, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.531914, Class: 0.935070, Obj: 0.242660, No Obj: 0.000168, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.670068, Class: 0.835996, Obj: 0.026702, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641059, Class: 0.846255, Obj: 0.071088, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.623339, Class: 0.873514, Obj: 0.005720, No Obj: 0.000079, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479051, Class: 0.798087, Obj: 0.090218, No Obj: 0.000162, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.534134, Class: 0.891326, Obj: 0.015990, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830657, Class: 0.924463, Obj: 0.058482, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.309918, Class: 0.893458, Obj: 0.003391, No Obj: 0.000069, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640500, Class: 0.758814, Obj: 0.007113, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.440986, Class: 0.889891, Obj: 0.005579, No Obj: 0.000071, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.327190, Class: 0.715939, Obj: 0.002305, No Obj: 0.000120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.537855, Class: 0.696012, Obj: 0.000760, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.353753, Class: 0.827569, Obj: 0.006782, No Obj: 0.000067, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 739: 0.710803, 0.671137 avg loss, 0.000298 rate, 3.923820 seconds, 47296 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.341544, Class: 0.837761, Obj: 0.000699, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462332, Class: 0.874477, Obj: 0.007893, No Obj: 0.000091, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760455, Class: 0.856886, Obj: 0.020130, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.430398, Class: 0.678818, Obj: 0.000081, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.577160, Class: 0.937269, Obj: 0.004249, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613537, Class: 0.724495, Obj: 0.018514, No Obj: 0.000349, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.435236, Class: 0.859747, Obj: 0.013802, No Obj: 0.000086, .5R: 0.200000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714176, Class: 0.902964, Obj: 0.126933, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.591488, Class: 0.984259, Obj: 0.109501, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456597, Class: 0.480460, Obj: 0.000051, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586505, Class: 0.915630, Obj: 0.037886, No Obj: 0.000089, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532154, Class: 0.736351, Obj: 0.013452, No Obj: 0.000135, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.516318, Class: 0.920555, Obj: 0.002386, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 740: 0.722495, 0.676273 avg loss, 0.000300 rate, 3.923119 seconds, 47360 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522707, Class: 0.894521, Obj: 0.005801, No Obj: 0.000115, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.524654, Class: 0.829112, Obj: 0.007612, No Obj: 0.000079, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545689, Class: 0.961274, Obj: 0.016962, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431273, Class: 0.807910, Obj: 0.003121, No Obj: 0.000065, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546261, Class: 0.943068, Obj: 0.029242, No Obj: 0.000072, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649706, Class: 0.828426, Obj: 0.081522, No Obj: 0.000161, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.614109, Class: 0.957448, Obj: 0.001129, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.351329, Class: 0.934621, Obj: 0.028185, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.682487, Class: 0.886612, Obj: 0.022017, No Obj: 0.000089, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519890, Class: 0.902117, Obj: 0.054102, No Obj: 0.000106, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699539, Class: 0.928897, Obj: 0.014399, No Obj: 0.000074, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640881, Class: 0.923636, Obj: 0.021688, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.609709, Class: 0.931467, Obj: 0.014473, No Obj: 0.000116, .5R: 0.750000, .75R: 0.375000, count: 8 (next mAP calculation at 1000 iterations) 741: 0.777789, 0.686424 avg loss, 0.000301 rate, 3.938936 seconds, 47424 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.351087, Class: 0.604683, Obj: 0.000070, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.777668, Class: 0.720492, Obj: 0.006463, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.371777, Class: 0.841419, Obj: 0.004034, No Obj: 0.000075, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.424716, Class: 0.772646, Obj: 0.018090, No Obj: 0.000108, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.511664, Class: 0.842265, Obj: 0.042205, No Obj: 0.000107, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.387056, Class: 0.445686, Obj: 0.000026, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.576870, Class: 0.540780, Obj: 0.000392, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574283, Class: 0.906830, Obj: 0.009333, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541301, Class: 0.937703, Obj: 0.101307, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.664290, Class: 0.915586, Obj: 0.022091, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.310687, Class: 0.737762, Obj: 0.008117, No Obj: 0.000094, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505786, Class: 0.910694, Obj: 0.033563, No Obj: 0.000087, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601769, Class: 0.920590, Obj: 0.042312, No Obj: 0.000132, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622800, Class: 0.976139, Obj: 0.104365, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517018, Class: 0.720559, Obj: 0.009129, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594365, Class: 0.911536, Obj: 0.014621, No Obj: 0.000086, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 742: 0.963069, 0.714089 avg loss, 0.000303 rate, 3.929654 seconds, 47488 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837426, Class: 0.879422, Obj: 0.009621, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.563100, Class: 0.910018, Obj: 0.019112, No Obj: 0.000109, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.801295, Class: 0.783223, Obj: 0.028738, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473698, Class: 0.926197, Obj: 0.040905, No Obj: 0.000098, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459511, Class: 0.931040, Obj: 0.017643, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.546690, Class: 0.757373, Obj: 0.002979, No Obj: 0.000093, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701533, Class: 0.744691, Obj: 0.023233, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.523657, Class: 0.963921, Obj: 0.041625, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557144, Class: 0.783678, Obj: 0.000019, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.309341, Class: 0.776121, Obj: 0.001016, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471966, Class: 0.820561, Obj: 0.004818, No Obj: 0.000152, .5R: 0.600000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.601942, Class: 0.892322, Obj: 0.003320, No Obj: 0.000095, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692052, Class: 0.757417, Obj: 0.006223, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545046, Class: 0.911047, Obj: 0.034043, No Obj: 0.000119, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582070, Class: 0.812080, Obj: 0.009551, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735514, Class: 0.988010, Obj: 0.104994, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 743: 0.890338, 0.731714 avg loss, 0.000305 rate, 3.929518 seconds, 47552 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648615, Class: 0.960260, Obj: 0.175381, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559884, Class: 0.920047, Obj: 0.028912, No Obj: 0.000116, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822316, Class: 0.869634, Obj: 0.038146, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.530301, Class: 0.935787, Obj: 0.103509, No Obj: 0.000118, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803572, Class: 0.931517, Obj: 0.013782, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.644522, Class: 0.870670, Obj: 0.031214, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482925, Class: 0.932763, Obj: 0.014972, No Obj: 0.000132, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491683, Class: 0.912561, Obj: 0.006071, No Obj: 0.000088, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526567, Class: 0.963640, Obj: 0.038751, No Obj: 0.000071, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370440, Class: 0.917945, Obj: 0.035449, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614231, Class: 0.940773, Obj: 0.059795, No Obj: 0.000160, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587569, Class: 0.955040, Obj: 0.048120, No Obj: 0.000093, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 744: 0.665914, 0.725134 avg loss, 0.000306 rate, 3.935066 seconds, 47616 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480644, Class: 0.900078, Obj: 0.014791, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.341450, Class: 0.639891, Obj: 0.004033, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.528367, Class: 0.961598, Obj: 0.143915, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.398957, Class: 0.665087, Obj: 0.001966, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.546484, Class: 0.958726, Obj: 0.025414, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.497957, Class: 0.898680, Obj: 0.042362, No Obj: 0.000122, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872710, Class: 0.556808, Obj: 0.000902, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682892, Class: 0.927028, Obj: 0.012374, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786387, Class: 0.874853, Obj: 0.035352, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.348296, Class: 0.972516, Obj: 0.055320, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468578, Class: 0.574741, Obj: 0.001828, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652770, Class: 0.949091, Obj: 0.026985, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536102, Class: 0.915291, Obj: 0.044464, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545082, Class: 0.940171, Obj: 0.006697, No Obj: 0.000066, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 745: 0.547971, 0.707418 avg loss, 0.000308 rate, 3.934469 seconds, 47680 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548866, Class: 0.957397, Obj: 0.040352, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534262, Class: 0.922594, Obj: 0.056681, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.259877, Class: 0.946621, Obj: 0.019571, No Obj: 0.000147, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644709, Class: 0.951742, Obj: 0.035717, No Obj: 0.000136, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756595, Class: 0.845864, Obj: 0.013807, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636810, Class: 0.946965, Obj: 0.019937, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797312, Class: 0.533585, Obj: 0.000056, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.579672, Class: 0.958412, Obj: 0.011418, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625306, Class: 0.837346, Obj: 0.027562, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.652094, Class: 0.920529, Obj: 0.026846, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.653776, Class: 0.729594, Obj: 0.019657, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.952711, Class: 0.536323, Obj: 0.024274, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626456, Class: 0.903882, Obj: 0.049560, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.250013, Class: 0.756554, Obj: 0.005446, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.612902, Class: 0.685611, Obj: 0.014428, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.469000, Class: 0.980647, Obj: 0.086897, No Obj: 0.000093, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654264, Class: 0.916681, Obj: 0.013842, No Obj: 0.000088, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1000 iterations) 746: 0.573877, 0.694064 avg loss, 0.000310 rate, 3.936568 seconds, 47744 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428560, Class: 0.964071, Obj: 0.021064, No Obj: 0.000077, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539267, Class: 0.691475, Obj: 0.003490, No Obj: 0.000123, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.702910, Class: 0.929277, Obj: 0.012269, No Obj: 0.000096, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.281698, Class: 0.876647, Obj: 0.000356, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.382844, Class: 0.806416, Obj: 0.001117, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649144, Class: 0.826637, Obj: 0.005367, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760417, Class: 0.871883, Obj: 0.002298, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.523588, Class: 0.936358, Obj: 0.033287, No Obj: 0.000090, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523928, Class: 0.945466, Obj: 0.044657, No Obj: 0.000123, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.425046, Class: 0.923858, Obj: 0.016247, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.433406, Class: 0.734973, Obj: 0.000759, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.797130, Class: 0.911816, Obj: 0.002981, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598023, Class: 0.800847, Obj: 0.017254, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.448927, Class: 0.836848, Obj: 0.022819, No Obj: 0.000097, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491633, Class: 0.710080, Obj: 0.002699, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533172, Class: 0.933641, Obj: 0.008601, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 747: 0.667420, 0.691399 avg loss, 0.000311 rate, 3.934419 seconds, 47808 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584100, Class: 0.883750, Obj: 0.094295, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673718, Class: 0.978874, Obj: 0.017195, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549037, Class: 0.927041, Obj: 0.002746, No Obj: 0.000048, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.490713, Class: 0.916953, Obj: 0.013585, No Obj: 0.000100, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433732, Class: 0.939119, Obj: 0.007946, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547814, Class: 0.968184, Obj: 0.020486, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517307, Class: 0.868739, Obj: 0.018697, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755572, Class: 0.803151, Obj: 0.012780, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.618989, Class: 0.944640, Obj: 0.032481, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434816, Class: 0.800788, Obj: 0.001729, No Obj: 0.000120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677797, Class: 0.942855, Obj: 0.006586, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.284977, Class: 0.940598, Obj: 0.004516, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592507, Class: 0.956431, Obj: 0.015716, No Obj: 0.000081, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.459094, Class: 0.831805, Obj: 0.008477, No Obj: 0.000077, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 748: 0.469144, 0.669174 avg loss, 0.000313 rate, 3.924167 seconds, 47872 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837015, Class: 0.885599, Obj: 0.060194, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590642, Class: 0.913866, Obj: 0.005487, No Obj: 0.000072, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560855, Class: 0.911809, Obj: 0.006195, No Obj: 0.000070, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569711, Class: 0.951938, Obj: 0.017268, No Obj: 0.000071, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906066, Class: 0.988622, Obj: 0.150569, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.517100, Class: 0.942282, Obj: 0.005569, No Obj: 0.000067, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.502382, Class: 0.818496, Obj: 0.188942, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.691265, Class: 0.936300, Obj: 0.069347, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.503447, Class: 0.972883, Obj: 0.008776, No Obj: 0.000072, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.491819, Class: 0.672560, Obj: 0.004323, No Obj: 0.000154, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.450207, Class: 0.946691, Obj: 0.070357, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588851, Class: 0.880256, Obj: 0.006100, No Obj: 0.000066, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.410849, Class: 0.824304, Obj: 0.014476, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632037, Class: 0.992189, Obj: 0.036861, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.284797, Class: 0.866529, Obj: 0.010056, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671581, Class: 0.894217, Obj: 0.002670, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 749: 0.695632, 0.671820 avg loss, 0.000315 rate, 3.946724 seconds, 47936 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457543, Class: 0.928429, Obj: 0.114408, No Obj: 0.000151, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.384883, Class: 0.916848, Obj: 0.007823, No Obj: 0.000052, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.718330, Class: 0.693711, Obj: 0.008656, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472392, Class: 0.899085, Obj: 0.011149, No Obj: 0.000054, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647247, Class: 0.918786, Obj: 0.005809, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613040, Class: 0.942950, Obj: 0.019204, No Obj: 0.000052, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.222797, Class: 0.913122, Obj: 0.034194, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642680, Class: 0.923231, Obj: 0.013551, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604577, Class: 0.906131, Obj: 0.012014, No Obj: 0.000067, .5R: 0.750000, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421056, Class: 0.992000, Obj: 0.072058, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541614, Class: 0.941295, Obj: 0.013379, No Obj: 0.000065, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558989, Class: 0.826854, Obj: 0.021086, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610254, Class: 0.918488, Obj: 0.012722, No Obj: 0.000078, .5R: 0.777778, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601510, Class: 0.945972, Obj: 0.046498, No Obj: 0.000135, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.523985, Class: 0.907344, Obj: 0.010621, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 750: 0.798650, 0.684503 avg loss, 0.000316 rate, 3.941294 seconds, 48000 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.347167, Class: 0.862120, Obj: 0.010558, No Obj: 0.000056, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508840, Class: 0.838983, Obj: 0.036867, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516672, Class: 0.971218, Obj: 0.015820, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.384834, Class: 0.772467, Obj: 0.003249, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562520, Class: 0.954999, Obj: 0.025692, No Obj: 0.000082, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811357, Class: 0.892532, Obj: 0.205584, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644390, Class: 0.843058, Obj: 0.002160, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714555, Class: 0.924253, Obj: 0.130351, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.553760, Class: 0.889964, Obj: 0.004172, No Obj: 0.000074, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.645345, Class: 0.745204, Obj: 0.003070, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579122, Class: 0.956155, Obj: 0.035662, No Obj: 0.000096, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 751: 0.537297, 0.669782 avg loss, 0.000318 rate, 3.931952 seconds, 48064 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.510821, Class: 0.780574, Obj: 0.080687, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.698513, Class: 0.896817, Obj: 0.004333, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.496027, Class: 0.896333, Obj: 0.008101, No Obj: 0.000114, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659524, Class: 0.897515, Obj: 0.008248, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517671, Class: 0.932928, Obj: 0.034849, No Obj: 0.000115, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.632146, Class: 0.873821, Obj: 0.045941, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.514202, Class: 0.931065, Obj: 0.049952, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448653, Class: 0.915744, Obj: 0.024845, No Obj: 0.000117, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785120, Class: 0.973334, Obj: 0.068408, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.421846, Class: 0.920272, Obj: 0.077241, No Obj: 0.000104, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821035, Class: 0.981712, Obj: 0.031006, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648929, Class: 0.930337, Obj: 0.031929, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530216, Class: 0.843076, Obj: 0.004404, No Obj: 0.000126, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.558796, Class: 0.975999, Obj: 0.070061, No Obj: 0.000107, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.507260, Class: 0.924745, Obj: 0.048155, No Obj: 0.000125, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.309150, Class: 0.844760, Obj: 0.000914, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600511, Class: 0.941325, Obj: 0.071208, No Obj: 0.000170, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 752: 0.854272, 0.688231 avg loss, 0.000320 rate, 3.948155 seconds, 48128 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864380, Class: 0.704943, Obj: 0.007920, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.396681, Class: 0.876626, Obj: 0.022657, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.409998, Class: 0.575322, Obj: 0.004029, No Obj: 0.000232, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.656420, Class: 0.920227, Obj: 0.033476, No Obj: 0.000219, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.620237, Class: 0.812103, Obj: 0.002055, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614424, Class: 0.930217, Obj: 0.037670, No Obj: 0.000140, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515444, Class: 0.953412, Obj: 0.089226, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725958, Class: 0.943579, Obj: 0.021684, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.784396, Class: 0.837638, Obj: 0.017230, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.716876, Class: 0.983334, Obj: 0.085957, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635166, Class: 0.801816, Obj: 0.024469, No Obj: 0.000143, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.555209, Class: 0.523858, Obj: 0.005148, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.586619, Class: 0.787634, Obj: 0.001527, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.713711, Class: 0.944996, Obj: 0.025400, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547476, Class: 0.802269, Obj: 0.026078, No Obj: 0.000166, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.599307, Class: 0.899377, Obj: 0.030252, No Obj: 0.000159, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.832175, Class: 0.594915, Obj: 0.001417, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.886483, Class: 0.927079, Obj: 0.046499, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590330, Class: 0.925294, Obj: 0.019015, No Obj: 0.000104, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 753: 0.686876, 0.688096 avg loss, 0.000321 rate, 3.944810 seconds, 48192 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.517849, Class: 0.845687, Obj: 0.014285, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583874, Class: 0.871745, Obj: 0.013014, No Obj: 0.000114, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493632, Class: 0.918348, Obj: 0.015711, No Obj: 0.000130, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.571132, Class: 0.939073, Obj: 0.023480, No Obj: 0.000145, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487842, Class: 0.885771, Obj: 0.021214, No Obj: 0.000144, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.472272, Class: 0.716695, Obj: 0.003635, No Obj: 0.000131, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.709127, Class: 0.906354, Obj: 0.025442, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.561297, Class: 0.875024, Obj: 0.003668, No Obj: 0.000097, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434041, Class: 0.846156, Obj: 0.002720, No Obj: 0.000084, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.428463, Class: 0.917068, Obj: 0.006614, No Obj: 0.000116, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503736, Class: 0.983562, Obj: 0.057796, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.485404, Class: 0.961217, Obj: 0.004931, No Obj: 0.000093, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653651, Class: 0.946553, Obj: 0.028119, No Obj: 0.000134, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547391, Class: 0.867349, Obj: 0.044988, No Obj: 0.000136, .5R: 0.500000, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 754: 0.825640, 0.701850 avg loss, 0.000323 rate, 3.937617 seconds, 48256 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634209, Class: 0.986188, Obj: 0.029480, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657731, Class: 0.905936, Obj: 0.055159, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587452, Class: 0.918701, Obj: 0.024540, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601186, Class: 0.956855, Obj: 0.050614, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553737, Class: 0.944078, Obj: 0.024140, No Obj: 0.000062, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547632, Class: 0.882490, Obj: 0.006958, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540157, Class: 0.928043, Obj: 0.013080, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.403940, Class: 0.630554, Obj: 0.000527, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.422481, Class: 0.938847, Obj: 0.014903, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.577460, Class: 0.859477, Obj: 0.015557, No Obj: 0.000107, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821509, Class: 0.778725, Obj: 0.027552, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615109, Class: 0.936651, Obj: 0.030373, No Obj: 0.000090, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.736196, Class: 0.692883, Obj: 0.000428, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.420742, Class: 0.930169, Obj: 0.075566, No Obj: 0.000131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.506716, Class: 0.866056, Obj: 0.015752, No Obj: 0.000069, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 755: 0.695910, 0.701256 avg loss, 0.000325 rate, 3.928722 seconds, 48320 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.526919, Class: 0.842659, Obj: 0.028428, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.578090, Class: 0.980980, Obj: 0.048685, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.450078, Class: 0.902062, Obj: 0.008506, No Obj: 0.000091, .5R: 0.333333, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.632575, Class: 0.688137, Obj: 0.020535, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.783571, Class: 0.954167, Obj: 0.101324, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589523, Class: 0.917800, Obj: 0.008126, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738957, Class: 0.990738, Obj: 0.016333, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514589, Class: 0.869776, Obj: 0.004379, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532136, Class: 0.965391, Obj: 0.014490, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549946, Class: 0.808191, Obj: 0.009022, No Obj: 0.000082, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.466926, Class: 0.814735, Obj: 0.002289, No Obj: 0.000054, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627313, Class: 0.662289, Obj: 0.001166, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.455452, Class: 0.936573, Obj: 0.007949, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.697311, Class: 0.525082, Obj: 0.000344, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552761, Class: 0.913022, Obj: 0.014303, No Obj: 0.000083, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771408, Class: 0.852998, Obj: 0.035231, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612710, Class: 0.802561, Obj: 0.021064, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 756: 0.836882, 0.714819 avg loss, 0.000327 rate, 3.945932 seconds, 48384 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671360, Class: 0.930562, Obj: 0.095926, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.471769, Class: 0.978526, Obj: 0.032711, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867919, Class: 0.979910, Obj: 0.019557, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635660, Class: 0.972425, Obj: 0.008586, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.446155, Class: 0.500422, Obj: 0.002754, No Obj: 0.000152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.439026, Class: 0.595485, Obj: 0.008959, No Obj: 0.000111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574442, Class: 0.808785, Obj: 0.003323, No Obj: 0.000048, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570356, Class: 0.943779, Obj: 0.019138, No Obj: 0.000058, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.807409, Class: 0.583359, Obj: 0.004246, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378976, Class: 0.963935, Obj: 0.035302, No Obj: 0.000060, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678428, Class: 0.936677, Obj: 0.145991, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.579870, Class: 0.896749, Obj: 0.003296, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.645005, Class: 0.778307, Obj: 0.001350, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.600438, Class: 0.726407, Obj: 0.000043, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526598, Class: 0.918526, Obj: 0.009300, No Obj: 0.000076, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534593, Class: 0.898983, Obj: 0.004131, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.559664, Class: 0.939302, Obj: 0.005233, No Obj: 0.000054, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 757: 0.677328, 0.711070 avg loss, 0.000328 rate, 3.924552 seconds, 48448 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671464, Class: 0.975211, Obj: 0.012769, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.331413, Class: 0.794790, Obj: 0.023709, No Obj: 0.000215, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.433587, Class: 0.770302, Obj: 0.019481, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.405661, Class: 0.872714, Obj: 0.006689, No Obj: 0.000065, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540186, Class: 0.794989, Obj: 0.010000, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552869, Class: 0.951253, Obj: 0.017837, No Obj: 0.000065, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.230972, Class: 0.609112, Obj: 0.000894, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551276, Class: 0.946418, Obj: 0.014268, No Obj: 0.000096, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840022, Class: 0.991854, Obj: 0.155344, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557684, Class: 0.954727, Obj: 0.034031, No Obj: 0.000080, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.795755, Class: 0.834994, Obj: 0.030132, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.617734, Class: 0.966011, Obj: 0.090930, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.481412, Class: 0.899048, Obj: 0.001921, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.608250, Class: 0.794726, Obj: 0.008826, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629510, Class: 0.975500, Obj: 0.044947, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509448, Class: 0.832245, Obj: 0.008170, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.495954, Class: 0.918477, Obj: 0.006300, No Obj: 0.000073, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 758: 0.733088, 0.713271 avg loss, 0.000330 rate, 3.926477 seconds, 48512 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407188, Class: 0.914431, Obj: 0.001877, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549359, Class: 0.909310, Obj: 0.011890, No Obj: 0.000112, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517669, Class: 0.956283, Obj: 0.021055, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.542188, Class: 0.955612, Obj: 0.050670, No Obj: 0.000079, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462939, Class: 0.963911, Obj: 0.310574, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502552, Class: 0.879161, Obj: 0.018274, No Obj: 0.000081, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534296, Class: 0.830593, Obj: 0.000379, No Obj: 0.000122, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.646093, Class: 0.873139, Obj: 0.017894, No Obj: 0.000074, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548022, Class: 0.963843, Obj: 0.017212, No Obj: 0.000090, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.807833, Class: 0.803409, Obj: 0.003159, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.732027, Class: 0.967105, Obj: 0.131717, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.813529, Class: 0.935277, Obj: 0.050642, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773803, Class: 0.923159, Obj: 0.014238, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598454, Class: 0.926934, Obj: 0.006676, No Obj: 0.000108, .5R: 0.625000, .75R: 0.250000, count: 8 (next mAP calculation at 1000 iterations) 759: 0.600901, 0.702034 avg loss, 0.000332 rate, 3.943749 seconds, 48576 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.316862, Class: 0.946748, Obj: 0.103116, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.504190, Class: 0.970379, Obj: 0.022110, No Obj: 0.000110, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566269, Class: 0.891482, Obj: 0.078032, No Obj: 0.000108, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.662983, Class: 0.716399, Obj: 0.002995, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.427355, Class: 0.937506, Obj: 0.003346, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548797, Class: 0.886662, Obj: 0.092091, No Obj: 0.000094, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.327982, Class: 0.941665, Obj: 0.007175, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691416, Class: 0.944553, Obj: 0.042522, No Obj: 0.000169, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600629, Class: 0.987526, Obj: 0.358068, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510216, Class: 0.826511, Obj: 0.010855, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.654866, Class: 0.929761, Obj: 0.106152, No Obj: 0.000134, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494814, Class: 0.886927, Obj: 0.008183, No Obj: 0.000119, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 760: 0.591070, 0.690938 avg loss, 0.000334 rate, 3.936528 seconds, 48640 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559612, Class: 0.876055, Obj: 0.014586, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775126, Class: 0.976931, Obj: 0.147840, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.574792, Class: 0.758228, Obj: 0.012970, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.591227, Class: 0.900998, Obj: 0.009990, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.667614, Class: 0.941341, Obj: 0.033725, No Obj: 0.000118, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658641, Class: 0.968759, Obj: 0.099575, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.315394, Class: 0.863474, Obj: 0.016337, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572321, Class: 0.982659, Obj: 0.209290, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.531571, Class: 0.927445, Obj: 0.021277, No Obj: 0.000101, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.570721, Class: 0.636423, Obj: 0.001766, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.483830, Class: 0.973917, Obj: 0.163421, No Obj: 0.000157, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.548092, Class: 0.956466, Obj: 0.018287, No Obj: 0.000115, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.491426, Class: 0.775440, Obj: 0.005353, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.413278, Class: 0.879484, Obj: 0.016531, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699788, Class: 0.898452, Obj: 0.008253, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562778, Class: 0.945690, Obj: 0.076671, No Obj: 0.000095, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.462712, Class: 0.980065, Obj: 0.257647, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517024, Class: 0.863326, Obj: 0.011647, No Obj: 0.000172, .5R: 0.250000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.575720, Class: 0.891018, Obj: 0.013827, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 761: 0.574916, 0.679336 avg loss, 0.000335 rate, 3.933648 seconds, 48704 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782316, Class: 0.876417, Obj: 0.000263, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.599168, Class: 0.921390, Obj: 0.028020, No Obj: 0.000088, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587908, Class: 0.961922, Obj: 0.050404, No Obj: 0.000097, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.595846, Class: 0.768005, Obj: 0.001780, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681065, Class: 0.944729, Obj: 0.028081, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.601787, Class: 0.911954, Obj: 0.024057, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.357320, Class: 0.914063, Obj: 0.001702, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.390826, Class: 0.963829, Obj: 0.037344, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.618840, Class: 0.715438, Obj: 0.035519, No Obj: 0.000181, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.527038, Class: 0.859474, Obj: 0.010596, No Obj: 0.000076, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.282828, Class: 0.556994, Obj: 0.000085, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.325278, Class: 0.714107, Obj: 0.001216, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629839, Class: 0.987329, Obj: 0.058787, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730028, Class: 0.693978, Obj: 0.003458, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.567073, Class: 0.822931, Obj: 0.003030, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659215, Class: 0.982193, Obj: 0.068722, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520713, Class: 0.888174, Obj: 0.010580, No Obj: 0.000058, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 762: 0.610156, 0.672418 avg loss, 0.000337 rate, 3.927123 seconds, 48768 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.377951, Class: 0.864133, Obj: 0.013537, No Obj: 0.000054, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497441, Class: 0.768364, Obj: 0.000222, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639809, Class: 0.948519, Obj: 0.007536, No Obj: 0.000064, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716803, Class: 0.923505, Obj: 0.014792, No Obj: 0.000062, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640373, Class: 0.954301, Obj: 0.010905, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.516351, Class: 0.706573, Obj: 0.006873, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689722, Class: 0.949232, Obj: 0.027232, No Obj: 0.000068, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512610, Class: 0.963402, Obj: 0.008329, No Obj: 0.000059, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.409504, Class: 0.906841, Obj: 0.010966, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.587911, Class: 0.929280, Obj: 0.002960, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 763: 0.529725, 0.658148 avg loss, 0.000339 rate, 3.929593 seconds, 48832 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438497, Class: 0.752302, Obj: 0.007529, No Obj: 0.000178, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.455057, Class: 0.987835, Obj: 0.008849, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566266, Class: 0.962332, Obj: 0.001825, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.502863, Class: 0.944422, Obj: 0.021752, No Obj: 0.000083, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.200977, Class: 0.843371, Obj: 0.002571, No Obj: 0.000103, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643394, Class: 0.889931, Obj: 0.002334, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.434399, Class: 0.708216, Obj: 0.000956, No Obj: 0.000094, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513106, Class: 0.861279, Obj: 0.006410, No Obj: 0.000054, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542381, Class: 0.979706, Obj: 0.332750, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557485, Class: 0.911952, Obj: 0.001398, No Obj: 0.000052, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820616, Class: 0.933519, Obj: 0.010198, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.459568, Class: 0.874391, Obj: 0.003972, No Obj: 0.000052, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602197, Class: 0.943066, Obj: 0.038289, No Obj: 0.000141, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.653968, Class: 0.897074, Obj: 0.012848, No Obj: 0.000075, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590732, Class: 0.911708, Obj: 0.109884, No Obj: 0.000233, .5R: 0.800000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.610593, Class: 0.962015, Obj: 0.004676, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 764: 0.885629, 0.680897 avg loss, 0.000341 rate, 3.942124 seconds, 48896 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.560732, Class: 0.753439, Obj: 0.051489, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464789, Class: 0.939258, Obj: 0.031093, No Obj: 0.000059, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603102, Class: 0.918450, Obj: 0.007853, No Obj: 0.000050, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.336182, Class: 0.970746, Obj: 0.054436, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430873, Class: 0.902198, Obj: 0.003577, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556624, Class: 0.868381, Obj: 0.009485, No Obj: 0.000116, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.522868, Class: 0.845667, Obj: 0.012368, No Obj: 0.000060, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417724, Class: 0.922828, Obj: 0.016046, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.559146, Class: 0.880758, Obj: 0.010723, No Obj: 0.000076, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612659, Class: 0.901575, Obj: 0.002924, No Obj: 0.000063, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.740183, Class: 0.789572, Obj: 0.000409, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.456215, Class: 0.875419, Obj: 0.065733, No Obj: 0.000109, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.487543, Class: 0.947324, Obj: 0.014095, No Obj: 0.000067, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 765: 0.591481, 0.671955 avg loss, 0.000342 rate, 3.938351 seconds, 48960 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760738, Class: 0.947133, Obj: 0.106787, No Obj: 0.000219, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.530904, Class: 0.894568, Obj: 0.003099, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576093, Class: 0.860528, Obj: 0.009176, No Obj: 0.000110, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.512402, Class: 0.908552, Obj: 0.003771, No Obj: 0.000079, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667766, Class: 0.858248, Obj: 0.000605, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.539199, Class: 0.910631, Obj: 0.006963, No Obj: 0.000084, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592025, Class: 0.881481, Obj: 0.065387, No Obj: 0.000106, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.535831, Class: 0.895447, Obj: 0.026183, No Obj: 0.000121, .5R: 0.600000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463821, Class: 0.578130, Obj: 0.003992, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655157, Class: 0.957226, Obj: 0.001701, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596634, Class: 0.954025, Obj: 0.013303, No Obj: 0.000083, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576973, Class: 0.886372, Obj: 0.009977, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413595, Class: 0.758995, Obj: 0.024789, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.742601, Class: 0.970995, Obj: 0.036249, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 766: 0.832776, 0.688037 avg loss, 0.000344 rate, 3.928562 seconds, 49024 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650471, Class: 0.964769, Obj: 0.052198, No Obj: 0.000115, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558642, Class: 0.954717, Obj: 0.013869, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538411, Class: 0.857249, Obj: 0.010596, No Obj: 0.000223, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.589958, Class: 0.936200, Obj: 0.005801, No Obj: 0.000083, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.359137, Class: 0.858469, Obj: 0.001519, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.476135, Class: 0.887550, Obj: 0.006213, No Obj: 0.000107, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490858, Class: 0.909802, Obj: 0.028286, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550498, Class: 0.957569, Obj: 0.045556, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.582624, Class: 0.922735, Obj: 0.000394, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.660326, Class: 0.946984, Obj: 0.095125, No Obj: 0.000250, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.367741, Class: 0.888716, Obj: 0.060882, No Obj: 0.000109, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675726, Class: 0.931838, Obj: 0.031866, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.518784, Class: 0.949503, Obj: 0.060936, No Obj: 0.000111, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.712882, Class: 0.821897, Obj: 0.058763, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.877005, Class: 0.929952, Obj: 0.044510, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.495920, Class: 0.870223, Obj: 0.023506, No Obj: 0.000132, .5R: 0.545455, .75R: 0.090909, count: 11 (next mAP calculation at 1000 iterations) 767: 0.803121, 0.699545 avg loss, 0.000346 rate, 3.925981 seconds, 49088 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690957, Class: 0.729952, Obj: 0.001864, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680213, Class: 0.965479, Obj: 0.026126, No Obj: 0.000124, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505596, Class: 0.905654, Obj: 0.060701, No Obj: 0.000109, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.765548, Class: 0.949945, Obj: 0.039403, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622654, Class: 0.765690, Obj: 0.024995, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633222, Class: 0.969511, Obj: 0.028678, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766338, Class: 0.854441, Obj: 0.048775, No Obj: 0.000184, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.480593, Class: 0.852009, Obj: 0.009442, No Obj: 0.000111, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673482, Class: 0.915656, Obj: 0.029932, No Obj: 0.000131, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.543301, Class: 0.773652, Obj: 0.007967, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.415891, Class: 0.905261, Obj: 0.000435, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610538, Class: 0.891445, Obj: 0.016172, No Obj: 0.000108, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430692, Class: 0.944465, Obj: 0.063448, No Obj: 0.000106, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.658447, Class: 0.797581, Obj: 0.031440, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764893, Class: 0.915870, Obj: 0.022014, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.472780, Class: 0.897148, Obj: 0.051921, No Obj: 0.000109, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 768: 0.625402, 0.692131 avg loss, 0.000348 rate, 3.922913 seconds, 49152 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662493, Class: 0.813011, Obj: 0.024260, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.458297, Class: 0.907616, Obj: 0.012503, No Obj: 0.000110, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.174886, Class: 0.646809, Obj: 0.000391, No Obj: 0.000215, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679114, Class: 0.975994, Obj: 0.058020, No Obj: 0.000122, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460068, Class: 0.922811, Obj: 0.021208, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697460, Class: 0.977664, Obj: 0.062594, No Obj: 0.000100, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558051, Class: 0.978612, Obj: 0.345657, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606067, Class: 0.918193, Obj: 0.037656, No Obj: 0.000102, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716396, Class: 0.921894, Obj: 0.029979, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.597756, Class: 0.922846, Obj: 0.028505, No Obj: 0.000122, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402194, Class: 0.938251, Obj: 0.163509, No Obj: 0.000216, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.675351, Class: 0.920114, Obj: 0.021902, No Obj: 0.000107, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721812, Class: 0.931189, Obj: 0.050610, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639200, Class: 0.934937, Obj: 0.027813, No Obj: 0.000138, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448428, Class: 0.892612, Obj: 0.002771, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 769: 0.693633, 0.692281 avg loss, 0.000350 rate, 3.927305 seconds, 49216 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.314451, Class: 0.813087, Obj: 0.012723, No Obj: 0.000110, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577194, Class: 0.922145, Obj: 0.007223, No Obj: 0.000069, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619421, Class: 0.906958, Obj: 0.039959, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.501296, Class: 0.942799, Obj: 0.012247, No Obj: 0.000101, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.664194, Class: 0.832352, Obj: 0.160338, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425046, Class: 0.876838, Obj: 0.012145, No Obj: 0.000072, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564606, Class: 0.982831, Obj: 0.351996, No Obj: 0.000210, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.682687, Class: 0.981848, Obj: 0.051784, No Obj: 0.000109, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547799, Class: 0.924653, Obj: 0.008156, No Obj: 0.000072, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639185, Class: 0.987248, Obj: 0.332740, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.437273, Class: 0.911817, Obj: 0.021176, No Obj: 0.000115, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604289, Class: 0.857967, Obj: 0.086190, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569230, Class: 0.920257, Obj: 0.028875, No Obj: 0.000087, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 770: 0.644003, 0.687453 avg loss, 0.000352 rate, 3.925479 seconds, 49280 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603887, Class: 0.642924, Obj: 0.001010, No Obj: 0.000097, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.568419, Class: 0.923507, Obj: 0.008044, No Obj: 0.000082, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.707661, Class: 0.840385, Obj: 0.026688, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.511064, Class: 0.896030, Obj: 0.092219, No Obj: 0.000216, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.465176, Class: 0.946111, Obj: 0.001240, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525906, Class: 0.881606, Obj: 0.010451, No Obj: 0.000095, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480781, Class: 0.967368, Obj: 0.021427, No Obj: 0.000185, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.502863, Class: 0.890254, Obj: 0.012495, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530985, Class: 0.972207, Obj: 0.148842, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585659, Class: 0.954712, Obj: 0.009118, No Obj: 0.000107, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782153, Class: 0.710796, Obj: 0.017224, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669576, Class: 0.965976, Obj: 0.027090, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.431169, Class: 0.750161, Obj: 0.011807, No Obj: 0.000119, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.443311, Class: 0.701574, Obj: 0.002283, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.434581, Class: 0.789530, Obj: 0.000094, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633956, Class: 0.937206, Obj: 0.030268, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689168, Class: 0.941717, Obj: 0.007107, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 771: 0.710870, 0.689795 avg loss, 0.000353 rate, 3.926988 seconds, 49344 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.595881, Class: 0.782553, Obj: 0.004163, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.368576, Class: 0.878880, Obj: 0.001689, No Obj: 0.000078, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447724, Class: 0.969638, Obj: 0.021442, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454077, Class: 0.825113, Obj: 0.025971, No Obj: 0.000160, .5R: 0.250000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.371914, Class: 0.907583, Obj: 0.002142, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642642, Class: 0.951668, Obj: 0.017666, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564428, Class: 0.861316, Obj: 0.020965, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544288, Class: 0.922299, Obj: 0.027844, No Obj: 0.000087, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617749, Class: 0.969787, Obj: 0.011535, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568064, Class: 0.945384, Obj: 0.108522, No Obj: 0.000240, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.521999, Class: 0.898124, Obj: 0.030571, No Obj: 0.000114, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.314744, Class: 0.939714, Obj: 0.031770, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542743, Class: 0.896729, Obj: 0.002777, No Obj: 0.000080, .5R: 0.500000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 772: 0.964538, 0.717269 avg loss, 0.000355 rate, 3.921228 seconds, 49408 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754678, Class: 0.952868, Obj: 0.025956, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.297736, Class: 0.630022, Obj: 0.000921, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463585, Class: 0.892611, Obj: 0.048579, No Obj: 0.000075, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609387, Class: 0.656402, Obj: 0.009519, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475145, Class: 0.940339, Obj: 0.021397, No Obj: 0.000085, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.337021, Class: 0.556496, Obj: 0.000748, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574297, Class: 0.911751, Obj: 0.048871, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587083, Class: 0.926441, Obj: 0.017169, No Obj: 0.000090, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.830614, Class: 0.536967, Obj: 0.002327, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532283, Class: 0.936544, Obj: 0.004450, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662575, Class: 0.958682, Obj: 0.196914, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565405, Class: 0.928117, Obj: 0.029639, No Obj: 0.000086, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447618, Class: 0.914703, Obj: 0.001809, No Obj: 0.000089, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 773: 0.558657, 0.701408 avg loss, 0.000357 rate, 3.912870 seconds, 49472 images Loaded: 0.000076 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581164, Class: 0.901185, Obj: 0.006758, No Obj: 0.000087, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423853, Class: 0.960711, Obj: 0.343404, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482749, Class: 0.898658, Obj: 0.006576, No Obj: 0.000088, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430851, Class: 0.929688, Obj: 0.073821, No Obj: 0.000142, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.477690, Class: 0.906130, Obj: 0.008724, No Obj: 0.000076, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531675, Class: 0.947966, Obj: 0.013749, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.595218, Class: 0.758099, Obj: 0.005709, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.461478, Class: 0.858393, Obj: 0.214979, No Obj: 0.000265, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.597022, Class: 0.834455, Obj: 0.013801, No Obj: 0.000073, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.441367, Class: 0.965664, Obj: 0.058268, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.481860, Class: 0.906989, Obj: 0.037177, No Obj: 0.000096, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495945, Class: 0.952482, Obj: 0.023573, No Obj: 0.000084, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 774: 0.642982, 0.695566 avg loss, 0.000359 rate, 3.906917 seconds, 49536 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.331332, Class: 0.972328, Obj: 0.486609, No Obj: 0.000194, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.555389, Class: 0.943571, Obj: 0.011571, No Obj: 0.000084, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686596, Class: 0.751681, Obj: 0.002540, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.555059, Class: 0.819888, Obj: 0.007065, No Obj: 0.000086, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646263, Class: 0.949233, Obj: 0.021539, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.562624, Class: 0.904988, Obj: 0.006908, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.704939, Class: 0.852495, Obj: 0.032782, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.606084, Class: 0.902285, Obj: 0.066262, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570824, Class: 0.937819, Obj: 0.000312, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.295350, Class: 0.958939, Obj: 0.008845, No Obj: 0.000113, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412971, Class: 0.865867, Obj: 0.003561, No Obj: 0.000053, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629251, Class: 0.942261, Obj: 0.035677, No Obj: 0.000105, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522724, Class: 0.856632, Obj: 0.002523, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.433590, Class: 0.973708, Obj: 0.049997, No Obj: 0.000110, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.331435, Class: 0.872887, Obj: 0.025503, No Obj: 0.000067, .5R: 0.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 775: 0.634009, 0.689410 avg loss, 0.000361 rate, 3.915643 seconds, 49600 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772642, Class: 0.917806, Obj: 0.008030, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625264, Class: 0.906246, Obj: 0.021118, No Obj: 0.000097, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489682, Class: 0.893417, Obj: 0.013809, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633778, Class: 0.965359, Obj: 0.030907, No Obj: 0.000109, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572283, Class: 0.933417, Obj: 0.019068, No Obj: 0.000085, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318599, Class: 0.964277, Obj: 0.150643, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.579019, Class: 0.928720, Obj: 0.041054, No Obj: 0.000108, .5R: 0.875000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745382, Class: 0.965681, Obj: 0.039236, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830560, Class: 0.712669, Obj: 0.005763, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.577006, Class: 0.979638, Obj: 0.012327, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610679, Class: 0.982630, Obj: 0.085893, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609059, Class: 0.962981, Obj: 0.063566, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.575198, Class: 0.942952, Obj: 0.023785, No Obj: 0.000071, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 776: 0.607783, 0.681247 avg loss, 0.000363 rate, 3.924812 seconds, 49664 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544431, Class: 0.945504, Obj: 0.025000, No Obj: 0.000129, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663193, Class: 0.935473, Obj: 0.027786, No Obj: 0.000108, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639883, Class: 0.925004, Obj: 0.114150, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.567598, Class: 0.878165, Obj: 0.017898, No Obj: 0.000085, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731251, Class: 0.771432, Obj: 0.000957, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.521949, Class: 0.894015, Obj: 0.004229, No Obj: 0.000074, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703668, Class: 0.956088, Obj: 0.195560, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646404, Class: 0.921247, Obj: 0.001480, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.528469, Class: 0.840202, Obj: 0.012816, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.353255, Class: 0.959474, Obj: 0.069801, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.549673, Class: 0.920131, Obj: 0.015623, No Obj: 0.000087, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542344, Class: 0.979440, Obj: 0.363465, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588691, Class: 0.959387, Obj: 0.029142, No Obj: 0.000086, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699099, Class: 0.985397, Obj: 0.018646, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 777: 0.733751, 0.686498 avg loss, 0.000364 rate, 3.923311 seconds, 49728 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659743, Class: 0.928469, Obj: 0.040855, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565258, Class: 0.861044, Obj: 0.071681, No Obj: 0.000086, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731567, Class: 0.981271, Obj: 0.093037, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713265, Class: 0.962595, Obj: 0.084469, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740965, Class: 0.962875, Obj: 0.033965, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561705, Class: 0.962400, Obj: 0.020817, No Obj: 0.000082, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722511, Class: 0.950416, Obj: 0.007079, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692923, Class: 0.958981, Obj: 0.022313, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534209, Class: 0.786009, Obj: 0.003164, No Obj: 0.000112, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.737837, Class: 0.959104, Obj: 0.006561, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426230, Class: 0.967573, Obj: 0.029067, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510589, Class: 0.911511, Obj: 0.028244, No Obj: 0.000091, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 778: 0.407458, 0.658594 avg loss, 0.000366 rate, 3.901379 seconds, 49792 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647211, Class: 0.967168, Obj: 0.002427, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611445, Class: 0.902478, Obj: 0.025503, No Obj: 0.000137, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.686266, Class: 0.845629, Obj: 0.012033, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587908, Class: 0.927299, Obj: 0.016512, No Obj: 0.000093, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.639674, Class: 0.774100, Obj: 0.013315, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608572, Class: 0.896878, Obj: 0.052528, No Obj: 0.000094, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560842, Class: 0.904475, Obj: 0.057246, No Obj: 0.000119, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.244216, Class: 0.979522, Obj: 0.077413, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571039, Class: 0.957080, Obj: 0.032699, No Obj: 0.000101, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329787, Class: 0.896320, Obj: 0.022378, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551319, Class: 0.949789, Obj: 0.045143, No Obj: 0.000087, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591729, Class: 0.957952, Obj: 0.053081, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482057, Class: 0.948369, Obj: 0.018643, No Obj: 0.000110, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 779: 0.715783, 0.664313 avg loss, 0.000368 rate, 3.905615 seconds, 49856 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593823, Class: 0.870053, Obj: 0.003200, No Obj: 0.000073, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.420860, Class: 0.730146, Obj: 0.001336, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.393943, Class: 0.934830, Obj: 0.006866, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316227, Class: 0.952649, Obj: 0.022436, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663975, Class: 0.680878, Obj: 0.000418, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.490824, Class: 0.921852, Obj: 0.095982, No Obj: 0.000116, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526298, Class: 0.836682, Obj: 0.032842, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.612507, Class: 0.910375, Obj: 0.011190, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582894, Class: 0.906703, Obj: 0.032705, No Obj: 0.000077, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.337226, Class: 0.801974, Obj: 0.003396, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599813, Class: 0.909275, Obj: 0.038137, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757070, Class: 0.924513, Obj: 0.025955, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 780: 0.464526, 0.644334 avg loss, 0.000370 rate, 3.918151 seconds, 49920 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543103, Class: 0.889653, Obj: 0.011866, No Obj: 0.000067, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627003, Class: 0.987173, Obj: 0.005607, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.870918, Class: 0.645906, Obj: 0.002200, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712526, Class: 0.937395, Obj: 0.014008, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.367369, Class: 0.641340, Obj: 0.000180, No Obj: 0.000061, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559688, Class: 0.916068, Obj: 0.024142, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564007, Class: 0.833513, Obj: 0.003094, No Obj: 0.000128, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.509488, Class: 0.875096, Obj: 0.012353, No Obj: 0.000073, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426363, Class: 0.936129, Obj: 0.012078, No Obj: 0.000090, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.453293, Class: 0.924776, Obj: 0.012386, No Obj: 0.000076, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560591, Class: 0.944348, Obj: 0.121493, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.574412, Class: 0.948318, Obj: 0.008735, No Obj: 0.000076, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569403, Class: 0.950820, Obj: 0.024398, No Obj: 0.000083, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 781: 0.829187, 0.662819 avg loss, 0.000372 rate, 3.910813 seconds, 49984 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788481, Class: 0.923311, Obj: 0.004422, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.494526, Class: 0.889541, Obj: 0.011711, No Obj: 0.000073, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504809, Class: 0.980534, Obj: 0.175735, No Obj: 0.000111, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.584089, Class: 0.948031, Obj: 0.027898, No Obj: 0.000098, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469697, Class: 0.967501, Obj: 0.034531, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715359, Class: 0.947977, Obj: 0.064340, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703693, Class: 0.851033, Obj: 0.000146, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.484535, Class: 0.932677, Obj: 0.025897, No Obj: 0.000063, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589066, Class: 0.919543, Obj: 0.021415, No Obj: 0.000089, .5R: 0.800000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389449, Class: 0.932956, Obj: 0.128469, No Obj: 0.000115, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.529393, Class: 0.927279, Obj: 0.024296, No Obj: 0.000072, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.236812, Class: 0.937421, Obj: 0.023948, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542406, Class: 0.947110, Obj: 0.006696, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607604, Class: 0.909352, Obj: 0.001386, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.412670, Class: 0.927205, Obj: 0.006542, No Obj: 0.000062, .5R: 0.166667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 782: 0.858926, 0.682430 avg loss, 0.000374 rate, 3.903879 seconds, 50048 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670443, Class: 0.969473, Obj: 0.039986, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488321, Class: 0.985811, Obj: 0.178193, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682268, Class: 0.957171, Obj: 0.037232, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646443, Class: 0.966301, Obj: 0.027606, No Obj: 0.000095, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653749, Class: 0.965377, Obj: 0.064393, No Obj: 0.000106, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610163, Class: 0.939112, Obj: 0.011116, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.346075, Class: 0.918149, Obj: 0.012386, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521364, Class: 0.897200, Obj: 0.021695, No Obj: 0.000084, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803780, Class: 0.876620, Obj: 0.049282, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.321126, Class: 0.939452, Obj: 0.047377, No Obj: 0.000077, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.375019, Class: 0.906684, Obj: 0.007296, No Obj: 0.000075, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.662309, Class: 0.909097, Obj: 0.063098, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 783: 0.636938, 0.677881 avg loss, 0.000376 rate, 3.904407 seconds, 50112 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582524, Class: 0.957411, Obj: 0.078235, No Obj: 0.000092, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760336, Class: 0.800918, Obj: 0.001829, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.724814, Class: 0.961484, Obj: 0.048104, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.789051, Class: 0.688853, Obj: 0.000103, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.634406, Class: 0.754331, Obj: 0.005063, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.402274, Class: 0.915191, Obj: 0.002081, No Obj: 0.000118, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586622, Class: 0.921000, Obj: 0.002137, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828266, Class: 0.991443, Obj: 0.104979, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635767, Class: 0.985070, Obj: 0.043184, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.507530, Class: 0.880393, Obj: 0.011122, No Obj: 0.000101, .5R: 0.416667, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563731, Class: 0.934941, Obj: 0.051052, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.634090, Class: 0.953091, Obj: 0.112228, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655822, Class: 0.973196, Obj: 0.018475, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.140923, Class: 0.913163, Obj: 0.003821, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505358, Class: 0.957032, Obj: 0.023230, No Obj: 0.000098, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 784: 0.666767, 0.676769 avg loss, 0.000378 rate, 3.902596 seconds, 50176 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536886, Class: 0.951955, Obj: 0.033439, No Obj: 0.000138, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.438308, Class: 0.922489, Obj: 0.015718, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702331, Class: 0.957027, Obj: 0.074839, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540967, Class: 0.940728, Obj: 0.026838, No Obj: 0.000122, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525908, Class: 0.902809, Obj: 0.008703, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627172, Class: 0.909704, Obj: 0.032516, No Obj: 0.000115, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485823, Class: 0.917698, Obj: 0.003030, No Obj: 0.000087, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.489421, Class: 0.957106, Obj: 0.049744, No Obj: 0.000107, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.626839, Class: 0.754824, Obj: 0.002809, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.486086, Class: 0.773659, Obj: 0.038491, No Obj: 0.000086, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674234, Class: 0.694952, Obj: 0.012865, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553503, Class: 0.934325, Obj: 0.017288, No Obj: 0.000103, .5R: 0.777778, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515516, Class: 0.973185, Obj: 0.283716, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781305, Class: 0.983299, Obj: 0.044726, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.233332, Class: 0.973375, Obj: 0.071916, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411141, Class: 0.935317, Obj: 0.012255, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 785: 0.755998, 0.684692 avg loss, 0.000380 rate, 3.904427 seconds, 50240 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454131, Class: 0.967448, Obj: 0.295326, No Obj: 0.000131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599602, Class: 0.947137, Obj: 0.040196, No Obj: 0.000101, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505236, Class: 0.920153, Obj: 0.023233, No Obj: 0.000116, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.518728, Class: 0.941603, Obj: 0.055434, No Obj: 0.000095, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.759560, Class: 0.625667, Obj: 0.000828, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613118, Class: 0.948293, Obj: 0.036598, No Obj: 0.000122, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551535, Class: 0.939160, Obj: 0.027667, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495285, Class: 0.892157, Obj: 0.078205, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.836251, Class: 0.965647, Obj: 0.063739, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593049, Class: 0.779429, Obj: 0.001608, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680375, Class: 0.967361, Obj: 0.052506, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570285, Class: 0.957934, Obj: 0.031179, No Obj: 0.000108, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.396285, Class: 0.984717, Obj: 0.133798, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585047, Class: 0.943925, Obj: 0.021113, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 786: 0.770878, 0.693311 avg loss, 0.000382 rate, 3.900922 seconds, 50304 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554400, Class: 0.821647, Obj: 0.008054, No Obj: 0.000090, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.531599, Class: 0.824209, Obj: 0.015984, No Obj: 0.000087, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428432, Class: 0.953269, Obj: 0.020283, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463925, Class: 0.890724, Obj: 0.001674, No Obj: 0.000058, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697216, Class: 0.957602, Obj: 0.009751, No Obj: 0.000098, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575454, Class: 0.777885, Obj: 0.068030, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533011, Class: 0.931428, Obj: 0.006974, No Obj: 0.000067, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586292, Class: 0.922219, Obj: 0.056443, No Obj: 0.000112, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.550354, Class: 0.938276, Obj: 0.003883, No Obj: 0.000079, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.648406, Class: 0.748475, Obj: 0.001672, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.603508, Class: 0.985434, Obj: 0.017355, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498788, Class: 0.919896, Obj: 0.006850, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532741, Class: 0.932128, Obj: 0.007061, No Obj: 0.000062, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 787: 0.747178, 0.698698 avg loss, 0.000384 rate, 3.907345 seconds, 50368 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.442355, Class: 0.862715, Obj: 0.014301, No Obj: 0.000075, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.446204, Class: 0.909239, Obj: 0.008777, No Obj: 0.000067, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468200, Class: 0.959530, Obj: 0.043247, No Obj: 0.000090, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426884, Class: 0.924814, Obj: 0.024438, No Obj: 0.000089, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673307, Class: 0.990569, Obj: 0.074975, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744359, Class: 0.983681, Obj: 0.059385, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532315, Class: 0.970005, Obj: 0.031179, No Obj: 0.000109, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628079, Class: 0.981480, Obj: 0.052973, No Obj: 0.000093, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486488, Class: 0.954169, Obj: 0.006729, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545803, Class: 0.884540, Obj: 0.007332, No Obj: 0.000085, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.657874, Class: 0.822922, Obj: 0.002960, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.383519, Class: 0.957696, Obj: 0.103830, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702708, Class: 0.947431, Obj: 0.009864, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.380860, Class: 0.792550, Obj: 0.019375, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.409365, Class: 0.802316, Obj: 0.016668, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649754, Class: 0.930329, Obj: 0.008637, No Obj: 0.000074, .5R: 0.875000, .75R: 0.000000, count: 8 (next mAP calculation at 1000 iterations) 788: 0.804712, 0.709299 avg loss, 0.000386 rate, 3.903703 seconds, 50432 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.420566, Class: 0.883972, Obj: 0.117273, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500240, Class: 0.982593, Obj: 0.004238, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592500, Class: 0.913496, Obj: 0.030349, No Obj: 0.000082, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.483556, Class: 0.944256, Obj: 0.030340, No Obj: 0.000098, .5R: 0.250000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577023, Class: 0.955316, Obj: 0.048363, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.569435, Class: 0.957486, Obj: 0.020966, No Obj: 0.000093, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474211, Class: 0.945037, Obj: 0.023611, No Obj: 0.000111, .5R: 0.333333, .75R: 0.083333, count: 12 Region 82 Avg IOU: 0.744504, Class: 0.727725, Obj: 0.002347, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.613195, Class: 0.744276, Obj: 0.001082, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.613088, Class: 0.978555, Obj: 0.048026, No Obj: 0.000090, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662242, Class: 0.964555, Obj: 0.044643, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.556149, Class: 0.909234, Obj: 0.038760, No Obj: 0.000076, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825672, Class: 0.782205, Obj: 0.005292, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.478879, Class: 0.958634, Obj: 0.021229, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 789: 0.762481, 0.714617 avg loss, 0.000388 rate, 3.904451 seconds, 50496 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765827, Class: 0.986494, Obj: 0.046114, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.815060, Class: 0.674079, Obj: 0.000168, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474787, Class: 0.884494, Obj: 0.024852, No Obj: 0.000076, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381664, Class: 0.933487, Obj: 0.132403, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.490210, Class: 0.923190, Obj: 0.013352, No Obj: 0.000100, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669361, Class: 0.883782, Obj: 0.108178, No Obj: 0.000147, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.600285, Class: 0.935047, Obj: 0.038440, No Obj: 0.000133, .5R: 0.875000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638010, Class: 0.908955, Obj: 0.060029, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635204, Class: 0.980223, Obj: 0.209374, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.569675, Class: 0.962088, Obj: 0.059528, No Obj: 0.000162, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638782, Class: 0.795390, Obj: 0.005674, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596558, Class: 0.955909, Obj: 0.013973, No Obj: 0.000107, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.357789, Class: 0.778697, Obj: 0.009462, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.567125, Class: 0.943262, Obj: 0.018061, No Obj: 0.000098, .5R: 0.714286, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 790: 0.711002, 0.714256 avg loss, 0.000390 rate, 3.904427 seconds, 50560 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559062, Class: 0.958295, Obj: 0.129861, No Obj: 0.000122, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426508, Class: 0.975555, Obj: 0.003449, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667203, Class: 0.961291, Obj: 0.121180, No Obj: 0.000147, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461294, Class: 0.904604, Obj: 0.005199, No Obj: 0.000087, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.478540, Class: 0.978277, Obj: 0.067456, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641793, Class: 0.926525, Obj: 0.014525, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559981, Class: 0.858319, Obj: 0.000595, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.549072, Class: 0.940639, Obj: 0.072745, No Obj: 0.000105, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581942, Class: 0.900962, Obj: 0.004957, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.519087, Class: 0.921910, Obj: 0.045567, No Obj: 0.000127, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807190, Class: 0.942413, Obj: 0.325852, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728993, Class: 0.919607, Obj: 0.099153, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.360546, Class: 0.990377, Obj: 0.036989, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774108, Class: 0.987428, Obj: 0.314909, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 791: 0.524901, 0.695320 avg loss, 0.000391 rate, 3.903646 seconds, 50624 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587054, Class: 0.963539, Obj: 0.031747, No Obj: 0.000139, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644568, Class: 0.972016, Obj: 0.090748, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530309, Class: 0.958771, Obj: 0.035493, No Obj: 0.000137, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559504, Class: 0.965733, Obj: 0.014319, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512181, Class: 0.902048, Obj: 0.057432, No Obj: 0.000182, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.575819, Class: 0.856948, Obj: 0.021539, No Obj: 0.000129, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416009, Class: 0.966040, Obj: 0.035783, No Obj: 0.000060, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.817317, Class: 0.988151, Obj: 0.092585, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.479937, Class: 0.771276, Obj: 0.001861, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512634, Class: 0.895199, Obj: 0.046669, No Obj: 0.000086, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.499363, Class: 0.734899, Obj: 0.008417, No Obj: 0.000064, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.561299, Class: 0.479906, Obj: 0.000136, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597668, Class: 0.980091, Obj: 0.070300, No Obj: 0.000133, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 792: 0.674736, 0.693262 avg loss, 0.000393 rate, 3.902154 seconds, 50688 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666948, Class: 0.987544, Obj: 0.069817, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354535, Class: 0.910884, Obj: 0.013216, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.693449, Class: 0.940760, Obj: 0.005635, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640647, Class: 0.938478, Obj: 0.016820, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529026, Class: 0.992709, Obj: 0.017373, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630676, Class: 0.879465, Obj: 0.015607, No Obj: 0.000101, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.540043, Class: 0.949840, Obj: 0.006496, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.362148, Class: 0.899932, Obj: 0.009254, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587155, Class: 0.962903, Obj: 0.077066, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.631158, Class: 0.977854, Obj: 0.039117, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803716, Class: 0.977171, Obj: 0.033763, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.541811, Class: 0.871370, Obj: 0.002260, No Obj: 0.000074, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 793: 0.454806, 0.669416 avg loss, 0.000395 rate, 3.902688 seconds, 50752 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565840, Class: 0.877352, Obj: 0.113386, No Obj: 0.000196, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.585120, Class: 0.927230, Obj: 0.006478, No Obj: 0.000081, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.461358, Class: 0.960749, Obj: 0.024161, No Obj: 0.000076, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571178, Class: 0.922271, Obj: 0.055597, No Obj: 0.000117, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.550668, Class: 0.942384, Obj: 0.018900, No Obj: 0.000073, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669441, Class: 0.972151, Obj: 0.167212, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.500821, Class: 0.940205, Obj: 0.019904, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596238, Class: 0.973006, Obj: 0.608573, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654363, Class: 0.932838, Obj: 0.025007, No Obj: 0.000067, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.465697, Class: 0.791114, Obj: 0.008213, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556984, Class: 0.920325, Obj: 0.006345, No Obj: 0.000067, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.275017, Class: 0.630386, Obj: 0.000082, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.658234, Class: 0.790715, Obj: 0.003209, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.596581, Class: 0.934782, Obj: 0.018310, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425048, Class: 0.973589, Obj: 0.348057, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425169, Class: 0.879563, Obj: 0.007870, No Obj: 0.000058, .5R: 0.166667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 794: 0.927530, 0.695228 avg loss, 0.000397 rate, 3.913531 seconds, 50816 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826615, Class: 0.460906, Obj: 0.000242, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.580282, Class: 0.964977, Obj: 0.013783, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718681, Class: 0.928225, Obj: 0.019311, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.709334, Class: 0.847482, Obj: 0.004232, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.611437, Class: 0.842988, Obj: 0.130495, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.574173, Class: 0.922456, Obj: 0.007330, No Obj: 0.000062, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.402209, Class: 0.770832, Obj: 0.010742, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.380836, Class: 0.796688, Obj: 0.013703, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.610386, Class: 0.991650, Obj: 0.029769, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522178, Class: 0.890652, Obj: 0.005260, No Obj: 0.000055, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530793, Class: 0.859844, Obj: 0.012786, No Obj: 0.000180, .5R: 0.400000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.637713, Class: 0.939479, Obj: 0.002515, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726772, Class: 0.938581, Obj: 0.082270, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.583829, Class: 0.937270, Obj: 0.035190, No Obj: 0.000071, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679488, Class: 0.913770, Obj: 0.046682, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.512369, Class: 0.956532, Obj: 0.051811, No Obj: 0.000074, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 795: 0.698297, 0.695535 avg loss, 0.000399 rate, 3.915853 seconds, 50880 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.407282, Class: 0.883343, Obj: 0.010099, No Obj: 0.000072, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473430, Class: 0.953806, Obj: 0.391195, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513231, Class: 0.968624, Obj: 0.047731, No Obj: 0.000070, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.488130, Class: 0.962321, Obj: 0.021331, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709616, Class: 0.952117, Obj: 0.157606, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724823, Class: 0.984544, Obj: 0.148317, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.424593, Class: 0.776871, Obj: 0.011683, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659314, Class: 0.940377, Obj: 0.019849, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624257, Class: 0.971964, Obj: 0.009094, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510174, Class: 0.854419, Obj: 0.011950, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585348, Class: 0.973216, Obj: 0.040664, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506315, Class: 0.952651, Obj: 0.078552, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611948, Class: 0.889516, Obj: 0.003736, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495316, Class: 0.947221, Obj: 0.077131, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675938, Class: 0.949332, Obj: 0.009331, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 796: 0.550866, 0.681068 avg loss, 0.000401 rate, 3.904917 seconds, 50944 images Loaded: 0.000030 seconds Region 82 Avg IOU: 0.811329, Class: 0.759719, Obj: 0.003438, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.582764, Class: 0.966613, Obj: 0.089662, No Obj: 0.000240, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.620853, Class: 0.950444, Obj: 0.028847, No Obj: 0.000114, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481211, Class: 0.928576, Obj: 0.015835, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504960, Class: 0.651696, Obj: 0.004951, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669208, Class: 0.940925, Obj: 0.013372, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483377, Class: 0.833137, Obj: 0.024842, No Obj: 0.000330, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.695443, Class: 0.886403, Obj: 0.018602, No Obj: 0.000108, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785137, Class: 0.832980, Obj: 0.034434, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.639454, Class: 0.965048, Obj: 0.026268, No Obj: 0.000142, .5R: 0.800000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804415, Class: 0.823577, Obj: 0.028979, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581101, Class: 0.951567, Obj: 0.011274, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835757, Class: 0.966358, Obj: 0.148829, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.530626, Class: 0.990611, Obj: 0.051504, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.503561, Class: 0.826192, Obj: 0.013242, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.531848, Class: 0.978004, Obj: 0.050712, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.372502, Class: 0.936122, Obj: 0.041137, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 797: 0.682834, 0.681244 avg loss, 0.000403 rate, 3.903536 seconds, 51008 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463246, Class: 0.932006, Obj: 0.036502, No Obj: 0.000111, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592747, Class: 0.912941, Obj: 0.069263, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.770734, Class: 0.987926, Obj: 0.004733, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774115, Class: 0.979560, Obj: 0.086808, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.555527, Class: 0.977342, Obj: 0.085025, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681201, Class: 0.931711, Obj: 0.003725, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503754, Class: 0.951324, Obj: 0.048660, No Obj: 0.000138, .5R: 0.555556, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413388, Class: 0.943922, Obj: 0.013475, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614202, Class: 0.934370, Obj: 0.000181, No Obj: 0.000106, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345393, Class: 0.944286, Obj: 0.006210, No Obj: 0.000165, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501526, Class: 0.965697, Obj: 0.072861, No Obj: 0.000147, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 798: 0.489848, 0.662105 avg loss, 0.000406 rate, 3.903716 seconds, 51072 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568575, Class: 0.529658, Obj: 0.001463, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612553, Class: 0.956021, Obj: 0.012017, No Obj: 0.000081, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.283187, Class: 0.427345, Obj: 0.000486, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.662874, Class: 0.869525, Obj: 0.038109, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573165, Class: 0.941593, Obj: 0.055529, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586869, Class: 0.892282, Obj: 0.009911, No Obj: 0.000101, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464311, Class: 0.896889, Obj: 0.042449, No Obj: 0.000234, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.742310, Class: 0.987354, Obj: 0.020235, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566258, Class: 0.982521, Obj: 0.053082, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684931, Class: 0.986405, Obj: 0.057834, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.653711, Class: 0.738026, Obj: 0.002990, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555841, Class: 0.883109, Obj: 0.017778, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604715, Class: 0.962604, Obj: 0.059209, No Obj: 0.000131, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 799: 0.663235, 0.662218 avg loss, 0.000408 rate, 3.899227 seconds, 51136 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749195, Class: 0.697829, Obj: 0.002546, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655653, Class: 0.975740, Obj: 0.021218, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501931, Class: 0.820867, Obj: 0.009397, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624865, Class: 0.983450, Obj: 0.016666, No Obj: 0.000087, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525027, Class: 0.995410, Obj: 0.027637, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.374048, Class: 0.887178, Obj: 0.042474, No Obj: 0.000120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.669208, Class: 0.772687, Obj: 0.021164, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696426, Class: 0.995546, Obj: 0.176934, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752400, Class: 0.909212, Obj: 0.005870, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700605, Class: 0.972772, Obj: 0.020944, No Obj: 0.000079, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782445, Class: 0.981223, Obj: 0.110815, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.505001, Class: 0.935008, Obj: 0.004082, No Obj: 0.000059, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817431, Class: 0.963063, Obj: 0.109320, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.546661, Class: 0.984155, Obj: 0.010267, No Obj: 0.000069, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707768, Class: 0.979219, Obj: 0.292462, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715585, Class: 0.967932, Obj: 0.038360, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 800: 0.421452, 0.638141 avg loss, 0.000410 rate, 3.902837 seconds, 51200 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531832, Class: 0.952339, Obj: 0.265343, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.386417, Class: 0.878356, Obj: 0.001778, No Obj: 0.000063, .5R: 0.166667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523579, Class: 0.981039, Obj: 0.014761, No Obj: 0.000077, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598550, Class: 0.982465, Obj: 0.500760, No Obj: 0.000253, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.554495, Class: 0.950956, Obj: 0.061063, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.555296, Class: 0.822911, Obj: 0.004532, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.601890, Class: 0.977340, Obj: 0.190031, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638334, Class: 0.945032, Obj: 0.020374, No Obj: 0.000084, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393848, Class: 0.943634, Obj: 0.014008, No Obj: 0.000103, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547991, Class: 0.952885, Obj: 0.018988, No Obj: 0.000076, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532535, Class: 0.937920, Obj: 0.009700, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.500208, Class: 0.978727, Obj: 0.027819, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 801: 0.722934, 0.646621 avg loss, 0.000412 rate, 3.689658 seconds, 51264 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607230, Class: 0.858403, Obj: 0.003529, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.675340, Class: 0.973230, Obj: 0.017652, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.564102, Class: 0.858099, Obj: 0.038552, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.455437, Class: 0.984433, Obj: 0.066171, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.535420, Class: 0.982558, Obj: 0.025880, No Obj: 0.000078, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424564, Class: 0.954592, Obj: 0.004910, No Obj: 0.000055, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.597816, Class: 0.826089, Obj: 0.003175, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.813619, Class: 0.806732, Obj: 0.082092, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.581715, Class: 0.981576, Obj: 0.109656, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537392, Class: 0.968046, Obj: 0.016551, No Obj: 0.000079, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525818, Class: 0.922769, Obj: 0.020158, No Obj: 0.000133, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.835122, Class: 0.991556, Obj: 0.006305, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539269, Class: 0.893899, Obj: 0.018780, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714053, Class: 0.858562, Obj: 0.004472, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575370, Class: 0.941810, Obj: 0.049910, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589891, Class: 0.955734, Obj: 0.010702, No Obj: 0.000089, .5R: 0.666667, .75R: 0.111111, count: 9 (next mAP calculation at 1000 iterations) 802: 0.636792, 0.645638 avg loss, 0.000414 rate, 3.903689 seconds, 51328 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549324, Class: 0.754719, Obj: 0.020696, No Obj: 0.000095, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.598003, Class: 0.946968, Obj: 0.039464, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612344, Class: 0.937597, Obj: 0.024927, No Obj: 0.000094, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553210, Class: 0.896544, Obj: 0.002180, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724879, Class: 0.893892, Obj: 0.012786, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.666048, Class: 0.968838, Obj: 0.078335, No Obj: 0.000076, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393247, Class: 0.776316, Obj: 0.004865, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491726, Class: 0.830228, Obj: 0.054224, No Obj: 0.000096, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649343, Class: 0.962911, Obj: 0.123823, No Obj: 0.000134, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.722531, Class: 0.945235, Obj: 0.029634, No Obj: 0.000100, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.381802, Class: 0.980256, Obj: 0.029446, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643085, Class: 0.946429, Obj: 0.017956, No Obj: 0.000090, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454241, Class: 0.753074, Obj: 0.003539, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 803: 0.630785, 0.644152 avg loss, 0.000416 rate, 3.916777 seconds, 51392 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499300, Class: 0.957200, Obj: 0.017933, No Obj: 0.000072, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.624115, Class: 0.983615, Obj: 0.056330, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604714, Class: 0.977765, Obj: 0.144025, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623838, Class: 0.950833, Obj: 0.009202, No Obj: 0.000102, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637890, Class: 0.972519, Obj: 0.019355, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747840, Class: 0.979370, Obj: 0.043651, No Obj: 0.000113, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759536, Class: 0.979996, Obj: 0.003083, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557764, Class: 0.963833, Obj: 0.018922, No Obj: 0.000102, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678528, Class: 0.711361, Obj: 0.005689, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753824, Class: 0.989588, Obj: 0.025334, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490494, Class: 0.958499, Obj: 0.016285, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615014, Class: 0.941846, Obj: 0.025144, No Obj: 0.000095, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573022, Class: 0.920244, Obj: 0.002279, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792478, Class: 0.972010, Obj: 0.206013, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650688, Class: 0.982343, Obj: 0.146267, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.629300, Class: 0.955286, Obj: 0.066935, No Obj: 0.000108, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 804: 0.515058, 0.631243 avg loss, 0.000418 rate, 3.910743 seconds, 51456 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652911, Class: 0.894089, Obj: 0.017071, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.409604, Class: 0.934056, Obj: 0.010166, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542245, Class: 0.890695, Obj: 0.069244, No Obj: 0.000165, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.514296, Class: 0.894300, Obj: 0.033754, No Obj: 0.000105, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662725, Class: 0.984098, Obj: 0.040663, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671959, Class: 0.956659, Obj: 0.028627, No Obj: 0.000096, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646991, Class: 0.943784, Obj: 0.025206, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655533, Class: 0.958725, Obj: 0.055023, No Obj: 0.000122, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624021, Class: 0.696692, Obj: 0.005672, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557928, Class: 0.950084, Obj: 0.037791, No Obj: 0.000108, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756252, Class: 0.978661, Obj: 0.120942, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658871, Class: 0.981408, Obj: 0.063137, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627372, Class: 0.946211, Obj: 0.001317, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440563, Class: 0.747043, Obj: 0.000225, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.644433, Class: 0.899044, Obj: 0.016501, No Obj: 0.000131, .5R: 0.750000, .75R: 0.250000, count: 8 (next mAP calculation at 1000 iterations) 805: 0.720066, 0.640125 avg loss, 0.000420 rate, 3.911876 seconds, 51520 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526227, Class: 0.775791, Obj: 0.000467, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.637563, Class: 0.913049, Obj: 0.030243, No Obj: 0.000098, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792681, Class: 0.990613, Obj: 0.195955, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.534329, Class: 0.962543, Obj: 0.048106, No Obj: 0.000133, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688147, Class: 0.758835, Obj: 0.012243, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651525, Class: 0.975628, Obj: 0.403004, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566592, Class: 0.957582, Obj: 0.078660, No Obj: 0.000092, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546559, Class: 0.969993, Obj: 0.078119, No Obj: 0.000118, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711993, Class: 0.921126, Obj: 0.009928, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.576973, Class: 0.865046, Obj: 0.044437, No Obj: 0.000101, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702276, Class: 0.983060, Obj: 0.172009, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730464, Class: 0.977821, Obj: 0.679848, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675163, Class: 0.989285, Obj: 0.086143, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 806: 0.474219, 0.623535 avg loss, 0.000422 rate, 3.918428 seconds, 51584 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629359, Class: 0.938851, Obj: 0.070388, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486865, Class: 0.968048, Obj: 0.015597, No Obj: 0.000072, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584743, Class: 0.931286, Obj: 0.011885, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460691, Class: 0.923066, Obj: 0.001666, No Obj: 0.000052, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623968, Class: 0.982337, Obj: 0.017606, No Obj: 0.000082, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871699, Class: 0.751223, Obj: 0.015784, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611101, Class: 0.945021, Obj: 0.015086, No Obj: 0.000104, .5R: 0.692308, .75R: 0.384615, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510855, Class: 0.962776, Obj: 0.043704, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709980, Class: 0.977158, Obj: 0.008941, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.613592, Class: 0.920624, Obj: 0.033411, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.566205, Class: 0.913695, Obj: 0.048676, No Obj: 0.000173, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.548442, Class: 0.941476, Obj: 0.003431, No Obj: 0.000072, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639520, Class: 0.975616, Obj: 0.076266, No Obj: 0.000112, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772271, Class: 0.936555, Obj: 0.085044, No Obj: 0.000166, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.451251, Class: 0.931036, Obj: 0.002788, No Obj: 0.000064, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 807: 0.632228, 0.624404 avg loss, 0.000424 rate, 3.912043 seconds, 51648 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.489667, Class: 0.984398, Obj: 0.025705, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610028, Class: 0.921806, Obj: 0.089960, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.578343, Class: 0.912062, Obj: 0.016786, No Obj: 0.000075, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676277, Class: 0.916733, Obj: 0.100248, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724061, Class: 0.988664, Obj: 0.041898, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673881, Class: 0.957425, Obj: 0.137152, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.476251, Class: 0.954681, Obj: 0.022148, No Obj: 0.000075, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514735, Class: 0.982505, Obj: 0.085756, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.500166, Class: 0.939359, Obj: 0.034457, No Obj: 0.000064, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458555, Class: 0.981852, Obj: 0.158326, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.738650, Class: 0.994056, Obj: 0.117722, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472263, Class: 0.740236, Obj: 0.031971, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597303, Class: 0.860378, Obj: 0.006194, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.483889, Class: 0.970492, Obj: 0.010571, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 808: 0.505555, 0.612519 avg loss, 0.000426 rate, 3.901041 seconds, 51712 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.351806, Class: 0.756037, Obj: 0.027691, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568926, Class: 0.974615, Obj: 0.014066, No Obj: 0.000063, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.606690, Class: 0.842228, Obj: 0.003228, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.558264, Class: 0.876297, Obj: 0.002431, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810703, Class: 0.991956, Obj: 0.007591, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491303, Class: 0.970465, Obj: 0.019788, No Obj: 0.000123, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.728350, Class: 0.975547, Obj: 0.014238, No Obj: 0.000058, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.207991, Class: 0.737768, Obj: 0.002792, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695265, Class: 0.962047, Obj: 0.024444, No Obj: 0.000057, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.838728, Class: 0.697369, Obj: 0.000980, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.651621, Class: 0.813855, Obj: 0.033160, No Obj: 0.000160, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.691695, Class: 0.954906, Obj: 0.008239, No Obj: 0.000053, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548328, Class: 0.857626, Obj: 0.009171, No Obj: 0.000151, .5R: 0.800000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.669295, Class: 0.959415, Obj: 0.022795, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530223, Class: 0.902175, Obj: 0.008779, No Obj: 0.000124, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.704079, Class: 0.987030, Obj: 0.041386, No Obj: 0.000067, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636851, Class: 0.883750, Obj: 0.011926, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 809: 0.579529, 0.609220 avg loss, 0.000428 rate, 3.907080 seconds, 51776 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465238, Class: 0.913768, Obj: 0.030723, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630820, Class: 0.973479, Obj: 0.031342, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686404, Class: 0.914874, Obj: 0.016516, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.470560, Class: 0.969133, Obj: 0.012122, No Obj: 0.000077, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651999, Class: 0.970523, Obj: 0.237979, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618168, Class: 0.922202, Obj: 0.003541, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504205, Class: 0.976727, Obj: 0.174303, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668324, Class: 0.954418, Obj: 0.009743, No Obj: 0.000066, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702441, Class: 0.960609, Obj: 0.037044, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627585, Class: 0.948835, Obj: 0.003627, No Obj: 0.000054, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545993, Class: 0.974158, Obj: 0.283377, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626770, Class: 0.869310, Obj: 0.024825, No Obj: 0.000060, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734709, Class: 0.897453, Obj: 0.005228, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583740, Class: 0.857910, Obj: 0.008520, No Obj: 0.000045, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 810: 0.659898, 0.614288 avg loss, 0.000430 rate, 3.919060 seconds, 51840 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804515, Class: 0.977574, Obj: 0.596188, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648013, Class: 0.919817, Obj: 0.020004, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605143, Class: 0.986314, Obj: 0.024624, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389087, Class: 0.926814, Obj: 0.126592, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.619669, Class: 0.993068, Obj: 0.095588, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571405, Class: 0.956746, Obj: 0.362367, No Obj: 0.000254, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.780583, Class: 0.968316, Obj: 0.037084, No Obj: 0.000086, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585172, Class: 0.841184, Obj: 0.019362, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.585569, Class: 0.621952, Obj: 0.000300, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.392679, Class: 0.836983, Obj: 0.103639, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.586481, Class: 0.936889, Obj: 0.045160, No Obj: 0.000092, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653800, Class: 0.919663, Obj: 0.152187, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.618420, Class: 0.745341, Obj: 0.016561, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 811: 0.401392, 0.592998 avg loss, 0.000433 rate, 3.906886 seconds, 51904 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650926, Class: 0.979645, Obj: 0.024463, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734301, Class: 0.886569, Obj: 0.010854, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589619, Class: 0.941759, Obj: 0.043067, No Obj: 0.000114, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688525, Class: 0.864822, Obj: 0.047514, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552736, Class: 0.934229, Obj: 0.010870, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734121, Class: 0.963184, Obj: 0.098483, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483593, Class: 0.979112, Obj: 0.057013, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.417721, Class: 0.270774, Obj: 0.001796, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828577, Class: 0.742943, Obj: 0.001372, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618294, Class: 0.965728, Obj: 0.006817, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684163, Class: 0.965917, Obj: 0.077278, No Obj: 0.000114, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.670492, Class: 0.795390, Obj: 0.003735, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.275598, Class: 0.923317, Obj: 0.008976, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628472, Class: 0.972871, Obj: 0.045265, No Obj: 0.000094, .5R: 0.714286, .75R: 0.285714, count: 7 (next mAP calculation at 1000 iterations) 812: 0.517527, 0.585451 avg loss, 0.000435 rate, 3.909320 seconds, 51968 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.333381, Class: 0.854094, Obj: 0.004686, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.526718, Class: 0.973870, Obj: 0.082087, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551799, Class: 0.912977, Obj: 0.030139, No Obj: 0.000115, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617720, Class: 0.959847, Obj: 0.025929, No Obj: 0.000069, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541496, Class: 0.895448, Obj: 0.005417, No Obj: 0.000057, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426207, Class: 0.908179, Obj: 0.016836, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.431661, Class: 0.874395, Obj: 0.009498, No Obj: 0.000089, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759271, Class: 0.883965, Obj: 0.030051, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.819659, Class: 0.975191, Obj: 0.115508, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.585553, Class: 0.988090, Obj: 0.287058, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.505967, Class: 0.952867, Obj: 0.105437, No Obj: 0.000117, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467019, Class: 0.964439, Obj: 0.115274, No Obj: 0.000146, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723911, Class: 0.948965, Obj: 0.030149, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583833, Class: 0.955783, Obj: 0.012809, No Obj: 0.000065, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 813: 0.689392, 0.595845 avg loss, 0.000437 rate, 3.919626 seconds, 52032 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600512, Class: 0.695269, Obj: 0.003478, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745285, Class: 0.983549, Obj: 0.100725, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473422, Class: 0.991347, Obj: 0.622659, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663814, Class: 0.992062, Obj: 0.095346, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501907, Class: 0.955389, Obj: 0.036373, No Obj: 0.000100, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.599413, Class: 0.442271, Obj: 0.006792, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.535513, Class: 0.917313, Obj: 0.001679, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650911, Class: 0.992698, Obj: 0.045232, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.385853, Class: 0.793253, Obj: 0.000789, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.479162, Class: 0.709509, Obj: 0.032036, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600890, Class: 0.928008, Obj: 0.050352, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.570308, Class: 0.911883, Obj: 0.094985, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.576784, Class: 0.988268, Obj: 0.496587, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588533, Class: 0.958552, Obj: 0.043132, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666613, Class: 0.813857, Obj: 0.030048, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.431662, Class: 0.959998, Obj: 0.021949, No Obj: 0.000066, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683267, Class: 0.950886, Obj: 0.059810, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.507496, Class: 0.959256, Obj: 0.011191, No Obj: 0.000085, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 814: 0.610712, 0.597332 avg loss, 0.000439 rate, 3.921375 seconds, 52096 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.557858, Class: 0.984780, Obj: 0.163740, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571485, Class: 0.940356, Obj: 0.048389, No Obj: 0.000075, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.698923, Class: 0.854772, Obj: 0.037663, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824574, Class: 0.983395, Obj: 0.005938, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.608547, Class: 0.754927, Obj: 0.000548, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555597, Class: 0.992958, Obj: 0.009905, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622539, Class: 0.956623, Obj: 0.111568, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510880, Class: 0.940601, Obj: 0.023219, No Obj: 0.000096, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.501766, Class: 0.883791, Obj: 0.002677, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.498384, Class: 0.845288, Obj: 0.057149, No Obj: 0.000129, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.564799, Class: 0.890789, Obj: 0.017230, No Obj: 0.000088, .5R: 0.600000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.388162, Class: 0.939520, Obj: 0.000677, No Obj: 0.000043, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.444797, Class: 0.727665, Obj: 0.000563, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.661494, Class: 0.962044, Obj: 0.004370, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609130, Class: 0.963547, Obj: 0.014512, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 815: 0.636966, 0.601295 avg loss, 0.000441 rate, 3.909432 seconds, 52160 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666466, Class: 0.956604, Obj: 0.044368, No Obj: 0.000087, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.932196, Class: 0.988176, Obj: 0.014384, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625482, Class: 0.958707, Obj: 0.002424, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662930, Class: 0.973188, Obj: 0.133326, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631053, Class: 0.974155, Obj: 0.042159, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.330451, Class: 0.797878, Obj: 0.025770, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607270, Class: 0.944529, Obj: 0.031698, No Obj: 0.000069, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525796, Class: 0.954645, Obj: 0.045398, No Obj: 0.000070, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553518, Class: 0.984012, Obj: 0.149889, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.447409, Class: 0.905069, Obj: 0.005303, No Obj: 0.000061, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553104, Class: 0.927181, Obj: 0.003155, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 816: 0.490786, 0.590244 avg loss, 0.000443 rate, 3.918659 seconds, 52224 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486233, Class: 0.922546, Obj: 0.000839, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660070, Class: 0.987856, Obj: 0.113178, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497710, Class: 0.946991, Obj: 0.041462, No Obj: 0.000098, .5R: 0.285714, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717485, Class: 0.935380, Obj: 0.016680, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569916, Class: 0.947261, Obj: 0.018520, No Obj: 0.000082, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.283229, Class: 0.764309, Obj: 0.002077, No Obj: 0.000069, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762610, Class: 0.978007, Obj: 0.057362, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561881, Class: 0.895537, Obj: 0.003139, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636823, Class: 0.949438, Obj: 0.051359, No Obj: 0.000089, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.434859, Class: 0.699383, Obj: 0.000890, No Obj: 0.000100, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524729, Class: 0.931094, Obj: 0.041649, No Obj: 0.000083, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535670, Class: 0.965770, Obj: 0.032577, No Obj: 0.000098, .5R: 0.555556, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639666, Class: 0.967626, Obj: 0.097173, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537519, Class: 0.963778, Obj: 0.049058, No Obj: 0.000101, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 817: 0.770408, 0.608261 avg loss, 0.000446 rate, 3.920137 seconds, 52288 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779795, Class: 0.914210, Obj: 0.024185, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.535299, Class: 0.958318, Obj: 0.007735, No Obj: 0.000057, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758324, Class: 0.870934, Obj: 0.215039, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732174, Class: 0.971729, Obj: 0.025933, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535712, Class: 0.922748, Obj: 0.037767, No Obj: 0.000089, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467279, Class: 0.920564, Obj: 0.106690, No Obj: 0.000092, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.571853, Class: 0.692655, Obj: 0.013221, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651160, Class: 0.962229, Obj: 0.014459, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.294047, Class: 0.845034, Obj: 0.003249, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742642, Class: 0.965043, Obj: 0.079957, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762886, Class: 0.866393, Obj: 0.006599, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.550575, Class: 0.959502, Obj: 0.028761, No Obj: 0.000142, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657544, Class: 0.962598, Obj: 0.066655, No Obj: 0.000104, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1000 iterations) 818: 0.633496, 0.610784 avg loss, 0.000448 rate, 3.916001 seconds, 52352 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.605563, Class: 0.872621, Obj: 0.005287, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.586402, Class: 0.809766, Obj: 0.000530, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417893, Class: 0.965549, Obj: 0.031737, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497206, Class: 0.963466, Obj: 0.020848, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.515355, Class: 0.950124, Obj: 0.038346, No Obj: 0.000096, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.500158, Class: 0.830562, Obj: 0.006331, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.678860, Class: 0.913568, Obj: 0.057106, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.359477, Class: 0.786543, Obj: 0.005723, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633078, Class: 0.866990, Obj: 0.028439, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651942, Class: 0.940288, Obj: 0.039795, No Obj: 0.000110, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530291, Class: 0.810739, Obj: 0.075811, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.526511, Class: 0.925363, Obj: 0.028480, No Obj: 0.000118, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698400, Class: 0.830362, Obj: 0.020229, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.522489, Class: 0.920406, Obj: 0.017090, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.673310, Class: 0.680409, Obj: 0.001919, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.503211, Class: 0.773692, Obj: 0.000373, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597332, Class: 0.860608, Obj: 0.007295, No Obj: 0.000098, .5R: 0.750000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 819: 0.839837, 0.633689 avg loss, 0.000450 rate, 3.921834 seconds, 52416 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569939, Class: 0.859021, Obj: 0.044487, No Obj: 0.000170, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.165442, Class: 0.808425, Obj: 0.000117, No Obj: 0.000052, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535278, Class: 0.948911, Obj: 0.014754, No Obj: 0.000104, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.729211, Class: 0.972084, Obj: 0.022380, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560856, Class: 0.957194, Obj: 0.006327, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.460821, Class: 0.802690, Obj: 0.000179, No Obj: 0.000052, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.666082, Class: 0.882644, Obj: 0.023462, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.453413, Class: 0.989333, Obj: 0.184731, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501529, Class: 0.972826, Obj: 0.001325, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.503076, Class: 0.685074, Obj: 0.000518, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.542717, Class: 0.884359, Obj: 0.007154, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540520, Class: 0.971206, Obj: 0.067244, No Obj: 0.000129, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.618328, Class: 0.769893, Obj: 0.000892, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572042, Class: 0.947464, Obj: 0.026311, No Obj: 0.000095, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744163, Class: 0.954373, Obj: 0.035670, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.609041, Class: 0.917613, Obj: 0.086611, No Obj: 0.000115, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658952, Class: 0.990750, Obj: 0.110967, No Obj: 0.000105, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 820: 0.580169, 0.628337 avg loss, 0.000452 rate, 3.906977 seconds, 52480 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.660154, Class: 0.843940, Obj: 0.010028, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.532802, Class: 0.982633, Obj: 0.111358, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.594807, Class: 0.952833, Obj: 0.009409, No Obj: 0.000065, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.431307, Class: 0.955471, Obj: 0.027570, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668898, Class: 0.927006, Obj: 0.005211, No Obj: 0.000042, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465568, Class: 0.957295, Obj: 0.000641, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682329, Class: 0.978180, Obj: 0.069783, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551642, Class: 0.937341, Obj: 0.027900, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.714143, Class: 0.893369, Obj: 0.016717, No Obj: 0.000058, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630855, Class: 0.959539, Obj: 0.035905, No Obj: 0.000069, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.645726, Class: 0.661287, Obj: 0.000218, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627075, Class: 0.894891, Obj: 0.049497, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862647, Class: 0.806863, Obj: 0.000304, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791551, Class: 0.893429, Obj: 0.000648, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 821: 0.465083, 0.612012 avg loss, 0.000454 rate, 3.901943 seconds, 52544 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732935, Class: 0.936879, Obj: 0.000538, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.515577, Class: 0.960479, Obj: 0.025042, No Obj: 0.000063, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448794, Class: 0.859852, Obj: 0.000055, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543782, Class: 0.972265, Obj: 0.030910, No Obj: 0.000083, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786759, Class: 0.992028, Obj: 0.029481, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650709, Class: 0.911689, Obj: 0.008333, No Obj: 0.000061, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600573, Class: 0.939898, Obj: 0.027027, No Obj: 0.000075, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638012, Class: 0.997860, Obj: 0.076430, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843751, Class: 0.865138, Obj: 0.000081, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.533403, Class: 0.972130, Obj: 0.036014, No Obj: 0.000091, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.759277, Class: 0.714827, Obj: 0.000845, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522522, Class: 0.953617, Obj: 0.024006, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598901, Class: 0.845559, Obj: 0.067215, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725329, Class: 0.946512, Obj: 0.031564, No Obj: 0.000063, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 822: 0.595554, 0.610366 avg loss, 0.000457 rate, 3.906038 seconds, 52608 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.157536, Class: 0.957054, Obj: 0.017101, No Obj: 0.000050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613730, Class: 0.914220, Obj: 0.001393, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675955, Class: 0.979179, Obj: 0.031651, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669641, Class: 0.873421, Obj: 0.012549, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.644000, Class: 0.956206, Obj: 0.035923, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642840, Class: 0.898321, Obj: 0.002970, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557817, Class: 0.966886, Obj: 0.006749, No Obj: 0.000040, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544092, Class: 0.905440, Obj: 0.032138, No Obj: 0.000137, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.624846, Class: 0.970228, Obj: 0.055950, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514268, Class: 0.923083, Obj: 0.002644, No Obj: 0.000055, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.589650, Class: 0.972648, Obj: 0.010788, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541100, Class: 0.973268, Obj: 0.004743, No Obj: 0.000053, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666084, Class: 0.931169, Obj: 0.010442, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.483247, Class: 0.883687, Obj: 0.014591, No Obj: 0.000106, .5R: 0.500000, .75R: 0.250000, count: 8 (next mAP calculation at 1000 iterations) 823: 0.643498, 0.613679 avg loss, 0.000459 rate, 3.914789 seconds, 52672 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758767, Class: 0.886564, Obj: 0.001434, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.464130, Class: 0.972017, Obj: 0.019040, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668147, Class: 0.884209, Obj: 0.002849, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749050, Class: 0.981320, Obj: 0.010486, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517736, Class: 0.919443, Obj: 0.012600, No Obj: 0.000057, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.712498, Class: 0.821295, Obj: 0.021787, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.472029, Class: 0.756481, Obj: 0.005263, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.485132, Class: 0.958371, Obj: 0.045394, No Obj: 0.000108, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398486, Class: 0.934674, Obj: 0.010921, No Obj: 0.000077, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450640, Class: 0.975548, Obj: 0.035387, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688145, Class: 0.962263, Obj: 0.156081, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.601092, Class: 0.910522, Obj: 0.001162, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444024, Class: 0.527470, Obj: 0.000026, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565797, Class: 0.890176, Obj: 0.022691, No Obj: 0.000072, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 824: 0.581569, 0.610468 avg loss, 0.000461 rate, 3.921510 seconds, 52736 images Loaded: 0.000069 seconds Region 82 Avg IOU: 0.355255, Class: 0.823150, Obj: 0.002592, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.461236, Class: 0.730235, Obj: 0.001472, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535253, Class: 0.927099, Obj: 0.049729, No Obj: 0.000111, .5R: 0.636364, .75R: 0.000000, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548076, Class: 0.956400, Obj: 0.038735, No Obj: 0.000132, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680336, Class: 0.953167, Obj: 0.047824, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.628035, Class: 0.659532, Obj: 0.000461, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650673, Class: 0.958518, Obj: 0.111211, No Obj: 0.000117, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.546639, Class: 0.869853, Obj: 0.108691, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.552687, Class: 0.951704, Obj: 0.094639, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610153, Class: 0.973365, Obj: 0.033280, No Obj: 0.000105, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.472616, Class: 0.904995, Obj: 0.024760, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.669900, Class: 0.784809, Obj: 0.000380, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592818, Class: 0.972261, Obj: 0.077622, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.330916, Class: 0.974288, Obj: 0.107364, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598307, Class: 0.961549, Obj: 0.053994, No Obj: 0.000125, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.255381, Class: 0.876477, Obj: 0.008852, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659847, Class: 0.969378, Obj: 0.042934, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.560337, Class: 0.955501, Obj: 0.010465, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.391812, Class: 0.789988, Obj: 0.000539, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644264, Class: 0.970593, Obj: 0.076014, No Obj: 0.000168, .5R: 0.714286, .75R: 0.285714, count: 7 (next mAP calculation at 1000 iterations) 825: 0.790767, 0.628498 avg loss, 0.000463 rate, 3.926282 seconds, 52800 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618667, Class: 0.858134, Obj: 0.033474, No Obj: 0.000134, .5R: 0.800000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.535785, Class: 0.952398, Obj: 0.113766, No Obj: 0.000185, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534572, Class: 0.970679, Obj: 0.024221, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649601, Class: 0.950528, Obj: 0.033725, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685024, Class: 0.988092, Obj: 0.028729, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757703, Class: 0.829509, Obj: 0.004795, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.563053, Class: 0.975362, Obj: 0.018702, No Obj: 0.000105, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.310846, Class: 0.899302, Obj: 0.000169, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711347, Class: 0.985709, Obj: 0.088786, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.659433, Class: 0.716171, Obj: 0.000708, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.937672, Class: 0.984833, Obj: 0.111300, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660910, Class: 0.955506, Obj: 0.026227, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425715, Class: 0.979370, Obj: 0.100281, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639245, Class: 0.945494, Obj: 0.045349, No Obj: 0.000090, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650376, Class: 0.924936, Obj: 0.116576, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550141, Class: 0.970307, Obj: 0.113075, No Obj: 0.000140, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 826: 0.656920, 0.631340 avg loss, 0.000466 rate, 3.924716 seconds, 52864 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589653, Class: 0.912194, Obj: 0.015273, No Obj: 0.000082, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767712, Class: 0.925726, Obj: 0.025864, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.587559, Class: 0.973429, Obj: 0.044316, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782966, Class: 0.989652, Obj: 0.364896, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637901, Class: 0.975268, Obj: 0.027966, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.437334, Class: 0.858053, Obj: 0.006634, No Obj: 0.000074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627750, Class: 0.967969, Obj: 0.051917, No Obj: 0.000121, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678392, Class: 0.984095, Obj: 0.108071, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557816, Class: 0.886885, Obj: 0.011686, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.518265, Class: 0.976024, Obj: 0.038024, No Obj: 0.000075, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632568, Class: 0.972592, Obj: 0.061669, No Obj: 0.000108, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.665236, Class: 0.892316, Obj: 0.171775, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.627075, Class: 0.957273, Obj: 0.130218, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668777, Class: 0.968490, Obj: 0.025941, No Obj: 0.000094, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 827: 0.559132, 0.624119 avg loss, 0.000468 rate, 3.925831 seconds, 52928 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579282, Class: 0.886021, Obj: 0.050993, No Obj: 0.000150, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.645988, Class: 0.946807, Obj: 0.043591, No Obj: 0.000099, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485503, Class: 0.972176, Obj: 0.018076, No Obj: 0.000089, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645175, Class: 0.932461, Obj: 0.034258, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592532, Class: 0.834442, Obj: 0.022612, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.564839, Class: 0.983895, Obj: 0.010259, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682327, Class: 0.979774, Obj: 0.180952, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.630599, Class: 0.975406, Obj: 0.051026, No Obj: 0.000126, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.721645, Class: 0.908376, Obj: 0.068487, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.576807, Class: 0.912934, Obj: 0.009404, No Obj: 0.000153, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.472349, Class: 0.966639, Obj: 0.029995, No Obj: 0.000081, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.351429, Class: 0.787060, Obj: 0.001813, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619493, Class: 0.931401, Obj: 0.017471, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563558, Class: 0.916890, Obj: 0.033764, No Obj: 0.000063, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 828: 0.696862, 0.631394 avg loss, 0.000470 rate, 3.922323 seconds, 52992 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697357, Class: 0.982285, Obj: 0.048987, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588757, Class: 0.935279, Obj: 0.006912, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.674001, Class: 0.989923, Obj: 0.027471, No Obj: 0.000083, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660931, Class: 0.988236, Obj: 0.044965, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.663684, Class: 0.901414, Obj: 0.080267, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651763, Class: 0.980476, Obj: 0.126519, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679620, Class: 0.978787, Obj: 0.003117, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580816, Class: 0.943776, Obj: 0.017723, No Obj: 0.000081, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709624, Class: 0.879686, Obj: 0.151267, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587478, Class: 0.979365, Obj: 0.045777, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.701170, Class: 0.911723, Obj: 0.023087, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.609805, Class: 0.863326, Obj: 0.021978, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.661078, Class: 0.926715, Obj: 0.041875, No Obj: 0.000101, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667759, Class: 0.957035, Obj: 0.015447, No Obj: 0.000112, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.597468, Class: 0.990755, Obj: 0.048599, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 829: 0.488228, 0.617077 avg loss, 0.000472 rate, 3.921708 seconds, 53056 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844286, Class: 0.973798, Obj: 0.153675, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537082, Class: 0.937572, Obj: 0.012252, No Obj: 0.000106, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482996, Class: 0.921045, Obj: 0.130937, No Obj: 0.000141, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670845, Class: 0.975552, Obj: 0.068027, No Obj: 0.000102, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633216, Class: 0.974188, Obj: 0.173371, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643171, Class: 0.959953, Obj: 0.032711, No Obj: 0.000096, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471258, Class: 0.644325, Obj: 0.000040, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670278, Class: 0.940078, Obj: 0.042064, No Obj: 0.000094, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586551, Class: 0.963002, Obj: 0.060063, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.618887, Class: 0.957260, Obj: 0.017572, No Obj: 0.000093, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614934, Class: 0.949804, Obj: 0.039149, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565034, Class: 0.964248, Obj: 0.032780, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683016, Class: 0.941921, Obj: 0.040170, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.578846, Class: 0.936795, Obj: 0.003843, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 830: 0.656017, 0.620971 avg loss, 0.000475 rate, 3.928406 seconds, 53120 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.421975, Class: 0.764585, Obj: 0.001658, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696989, Class: 0.981735, Obj: 0.035578, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501477, Class: 0.721720, Obj: 0.066894, No Obj: 0.000162, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.562661, Class: 0.966008, Obj: 0.021225, No Obj: 0.000090, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665313, Class: 0.980889, Obj: 0.054576, No Obj: 0.000105, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603293, Class: 0.959883, Obj: 0.039019, No Obj: 0.000082, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551456, Class: 0.985096, Obj: 0.077014, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656021, Class: 0.955971, Obj: 0.028341, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635860, Class: 0.984055, Obj: 0.091261, No Obj: 0.000110, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.407443, Class: 0.734507, Obj: 0.011683, No Obj: 0.000174, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.535797, Class: 0.947830, Obj: 0.005150, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.371287, Class: 0.981063, Obj: 0.007547, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653133, Class: 0.923515, Obj: 0.114103, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554625, Class: 0.932417, Obj: 0.018119, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 831: 0.537876, 0.612662 avg loss, 0.000477 rate, 3.928581 seconds, 53184 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674012, Class: 0.824930, Obj: 0.063741, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597977, Class: 0.979112, Obj: 0.022986, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674396, Class: 0.992411, Obj: 0.072125, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.436307, Class: 0.926422, Obj: 0.005384, No Obj: 0.000116, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.597977, Class: 0.977282, Obj: 0.118727, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.510733, Class: 0.880437, Obj: 0.026439, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491289, Class: 0.985834, Obj: 0.070634, No Obj: 0.000093, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.726400, Class: 0.872798, Obj: 0.071904, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699863, Class: 0.987174, Obj: 0.050421, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771100, Class: 0.984090, Obj: 0.023864, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636604, Class: 0.989972, Obj: 0.083908, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660130, Class: 0.978659, Obj: 0.020297, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 832: 0.414194, 0.592815 avg loss, 0.000479 rate, 3.921211 seconds, 53248 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554279, Class: 0.973545, Obj: 0.072707, No Obj: 0.000133, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.586859, Class: 0.989954, Obj: 0.112197, No Obj: 0.000102, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563881, Class: 0.967429, Obj: 0.192304, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.757804, Class: 0.996283, Obj: 0.079749, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676859, Class: 0.937019, Obj: 0.024901, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.568756, Class: 0.956687, Obj: 0.010772, No Obj: 0.000087, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786899, Class: 0.989158, Obj: 0.043642, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.572978, Class: 0.868543, Obj: 0.016217, No Obj: 0.000105, .5R: 0.700000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566915, Class: 0.990263, Obj: 0.489359, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745795, Class: 0.969007, Obj: 0.018263, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494082, Class: 0.996119, Obj: 0.533323, No Obj: 0.000120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675579, Class: 0.977988, Obj: 0.029307, No Obj: 0.000111, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.169664, Class: 0.780048, Obj: 0.005273, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.676612, Class: 0.969944, Obj: 0.239015, No Obj: 0.000260, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677878, Class: 0.984908, Obj: 0.017288, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 833: 0.600024, 0.593536 avg loss, 0.000481 rate, 3.939233 seconds, 53312 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.421794, Class: 0.767522, Obj: 0.000057, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589251, Class: 0.787003, Obj: 0.005790, No Obj: 0.000073, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.829299, Class: 0.997957, Obj: 0.021735, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.534848, Class: 0.684820, Obj: 0.001142, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.649398, Class: 0.970304, Obj: 0.044788, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684032, Class: 0.969354, Obj: 0.005892, No Obj: 0.000060, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.661362, Class: 0.751027, Obj: 0.008791, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.568910, Class: 0.906391, Obj: 0.011487, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.739667, Class: 0.718711, Obj: 0.004682, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644582, Class: 0.984054, Obj: 0.097777, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673940, Class: 0.947645, Obj: 0.033686, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587221, Class: 0.989654, Obj: 0.188745, No Obj: 0.000131, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.620356, Class: 0.891962, Obj: 0.022140, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610405, Class: 0.993034, Obj: 0.057140, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635805, Class: 0.991497, Obj: 0.036144, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561344, Class: 0.929322, Obj: 0.021371, No Obj: 0.000085, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 834: 0.407195, 0.574902 avg loss, 0.000484 rate, 3.924804 seconds, 53376 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.856305, Class: 0.903737, Obj: 0.069595, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.658629, Class: 0.987552, Obj: 0.154913, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660247, Class: 0.979318, Obj: 0.102607, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649609, Class: 0.829345, Obj: 0.000186, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548912, Class: 0.989582, Obj: 0.091563, No Obj: 0.000068, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702248, Class: 0.986563, Obj: 0.214454, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.566766, Class: 0.937861, Obj: 0.026338, No Obj: 0.000089, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483653, Class: 0.882617, Obj: 0.073556, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.523390, Class: 0.881396, Obj: 0.069706, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481045, Class: 0.760512, Obj: 0.109971, No Obj: 0.000193, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672521, Class: 0.989615, Obj: 0.051126, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544483, Class: 0.978106, Obj: 0.023452, No Obj: 0.000068, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608097, Class: 0.902417, Obj: 0.106265, No Obj: 0.000195, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.514224, Class: 0.988931, Obj: 0.009854, No Obj: 0.000049, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.938323, Class: 0.963983, Obj: 0.022576, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.494729, Class: 0.940097, Obj: 0.008590, No Obj: 0.000051, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 835: 0.535635, 0.570975 avg loss, 0.000486 rate, 3.921616 seconds, 53440 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621999, Class: 0.956241, Obj: 0.000479, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628497, Class: 0.985518, Obj: 0.097206, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695313, Class: 0.936504, Obj: 0.000158, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545034, Class: 0.958709, Obj: 0.012570, No Obj: 0.000047, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535451, Class: 0.898084, Obj: 0.042899, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581679, Class: 0.988804, Obj: 0.022410, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622308, Class: 0.988784, Obj: 0.156919, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713852, Class: 0.992076, Obj: 0.056354, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774898, Class: 0.996517, Obj: 0.131341, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.550628, Class: 0.987159, Obj: 0.084553, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768359, Class: 0.923587, Obj: 0.029392, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.565511, Class: 0.932077, Obj: 0.009435, No Obj: 0.000060, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.483803, Class: 0.773442, Obj: 0.045554, No Obj: 0.000189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446079, Class: 0.993321, Obj: 0.049109, No Obj: 0.000059, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617286, Class: 0.908728, Obj: 0.044560, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.490058, Class: 0.963989, Obj: 0.043122, No Obj: 0.000048, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 836: 0.469183, 0.560796 avg loss, 0.000488 rate, 3.911029 seconds, 53504 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.645159, Class: 0.863049, Obj: 0.047032, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615811, Class: 0.958229, Obj: 0.046955, No Obj: 0.000068, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.508451, Class: 0.918072, Obj: 0.053818, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.344134, Class: 0.982197, Obj: 0.095522, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751239, Class: 0.979934, Obj: 0.061315, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.320679, Class: 0.596742, Obj: 0.000230, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.357112, Class: 0.494562, Obj: 0.000992, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669358, Class: 0.956354, Obj: 0.004116, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.664592, Class: 0.906887, Obj: 0.053033, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606461, Class: 0.949440, Obj: 0.037440, No Obj: 0.000075, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504874, Class: 0.931674, Obj: 0.016306, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581712, Class: 0.899368, Obj: 0.023626, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426850, Class: 0.695113, Obj: 0.006555, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.582898, Class: 0.968749, Obj: 0.021772, No Obj: 0.000068, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787549, Class: 0.979292, Obj: 0.005441, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.704728, Class: 0.850141, Obj: 0.003601, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.527549, Class: 0.898993, Obj: 0.188906, No Obj: 0.000191, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.761055, Class: 0.984059, Obj: 0.134895, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1000 iterations) 837: 0.602556, 0.564972 avg loss, 0.000491 rate, 3.921057 seconds, 53568 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717460, Class: 0.923756, Obj: 0.001299, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.576290, Class: 0.904512, Obj: 0.001299, No Obj: 0.000055, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.542726, Class: 0.812209, Obj: 0.017624, No Obj: 0.000262, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668289, Class: 0.979287, Obj: 0.040111, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.679075, Class: 0.823498, Obj: 0.013846, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.402708, Class: 0.985779, Obj: 0.066625, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663730, Class: 0.968072, Obj: 0.072860, No Obj: 0.000124, .5R: 1.000000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712120, Class: 0.942201, Obj: 0.009345, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552649, Class: 0.912472, Obj: 0.030557, No Obj: 0.000104, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.773680, Class: 0.785525, Obj: 0.007779, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.551312, Class: 0.515352, Obj: 0.001197, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699359, Class: 0.986171, Obj: 0.035874, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571035, Class: 0.904675, Obj: 0.036897, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630371, Class: 0.984524, Obj: 0.095267, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493667, Class: 0.970472, Obj: 0.018747, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 838: 0.546909, 0.563166 avg loss, 0.000493 rate, 3.929471 seconds, 53632 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584413, Class: 0.983449, Obj: 0.645787, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640937, Class: 0.946915, Obj: 0.017030, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.645300, Class: 0.981592, Obj: 0.102436, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.688985, Class: 0.819486, Obj: 0.003939, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.631045, Class: 0.996557, Obj: 0.079247, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.564267, Class: 0.914654, Obj: 0.085127, No Obj: 0.000139, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686321, Class: 0.951076, Obj: 0.145437, No Obj: 0.000147, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594231, Class: 0.959351, Obj: 0.083948, No Obj: 0.000115, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584776, Class: 0.831363, Obj: 0.009810, No Obj: 0.000123, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.672713, Class: 0.936500, Obj: 0.024259, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.354671, Class: 0.994469, Obj: 0.249050, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663180, Class: 0.950572, Obj: 0.003573, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587192, Class: 0.952727, Obj: 0.068177, No Obj: 0.000178, .5R: 0.750000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 839: 0.539255, 0.560775 avg loss, 0.000496 rate, 3.926238 seconds, 53696 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.410075, Class: 0.873964, Obj: 0.036272, No Obj: 0.000156, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.499965, Class: 0.904684, Obj: 0.004380, No Obj: 0.000064, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.577335, Class: 0.937826, Obj: 0.044169, No Obj: 0.000147, .5R: 0.684211, .75R: 0.105263, count: 19 Region 82 Avg IOU: 0.645957, Class: 0.901693, Obj: 0.047051, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.934047, Class: 0.925999, Obj: 0.007500, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694267, Class: 0.981081, Obj: 0.141276, No Obj: 0.000138, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575397, Class: 0.878044, Obj: 0.019746, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762627, Class: 0.961533, Obj: 0.093383, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461335, Class: 0.934691, Obj: 0.008252, No Obj: 0.000112, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738919, Class: 0.972734, Obj: 0.149679, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702145, Class: 0.973094, Obj: 0.031750, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564570, Class: 0.874976, Obj: 0.008943, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.668999, Class: 0.949488, Obj: 0.197470, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779589, Class: 0.951651, Obj: 0.028988, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 840: 0.645760, 0.569273 avg loss, 0.000498 rate, 3.935042 seconds, 53760 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526557, Class: 0.950519, Obj: 0.049231, No Obj: 0.000075, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.723674, Class: 0.943699, Obj: 0.014922, No Obj: 0.000087, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629637, Class: 0.945172, Obj: 0.022214, No Obj: 0.000083, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.294042, Class: 0.998183, Obj: 0.517808, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774715, Class: 0.950857, Obj: 0.001966, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.785871, Class: 0.909562, Obj: 0.055083, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.529635, Class: 0.963497, Obj: 0.126001, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611406, Class: 0.968947, Obj: 0.071255, No Obj: 0.000098, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662328, Class: 0.746265, Obj: 0.005937, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.672763, Class: 0.870686, Obj: 0.022860, No Obj: 0.000071, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.571684, Class: 0.838996, Obj: 0.006631, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.541025, Class: 0.912983, Obj: 0.001548, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.509462, Class: 0.932440, Obj: 0.088030, No Obj: 0.000072, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671361, Class: 0.969853, Obj: 0.055155, No Obj: 0.000092, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733684, Class: 0.954733, Obj: 0.007439, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 841: 0.756710, 0.588017 avg loss, 0.000500 rate, 3.931254 seconds, 53824 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.219896, Class: 0.685828, Obj: 0.001486, No Obj: 0.000136, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.483491, Class: 0.915688, Obj: 0.017540, No Obj: 0.000125, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.516935, Class: 0.884156, Obj: 0.062684, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568069, Class: 0.924205, Obj: 0.170185, No Obj: 0.000117, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.668273, Class: 0.908941, Obj: 0.013285, No Obj: 0.000069, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566592, Class: 0.928510, Obj: 0.006760, No Obj: 0.000053, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770177, Class: 0.910350, Obj: 0.012276, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694989, Class: 0.984619, Obj: 0.121288, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.635491, Class: 0.912821, Obj: 0.272276, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613983, Class: 0.917921, Obj: 0.012448, No Obj: 0.000079, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.418464, Class: 0.470499, Obj: 0.000450, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606574, Class: 0.927654, Obj: 0.021224, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.666299, Class: 0.843282, Obj: 0.057971, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795957, Class: 0.987876, Obj: 0.139876, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664950, Class: 0.986391, Obj: 0.272320, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596103, Class: 0.966756, Obj: 0.016807, No Obj: 0.000077, .5R: 0.500000, .75R: 0.500000, count: 8 (next mAP calculation at 1000 iterations) 842: 0.673305, 0.596546 avg loss, 0.000503 rate, 3.925631 seconds, 53888 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576115, Class: 0.968326, Obj: 0.061630, No Obj: 0.000100, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496854, Class: 0.953301, Obj: 0.022828, No Obj: 0.000073, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648351, Class: 0.986028, Obj: 0.036636, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624665, Class: 0.967290, Obj: 0.010364, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661931, Class: 0.941925, Obj: 0.038488, No Obj: 0.000076, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474902, Class: 0.933581, Obj: 0.012123, No Obj: 0.000078, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.510648, Class: 0.741768, Obj: 0.000465, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651174, Class: 0.965791, Obj: 0.023878, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.635168, Class: 0.940147, Obj: 0.038825, No Obj: 0.000074, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 843: 0.474330, 0.584324 avg loss, 0.000505 rate, 3.923586 seconds, 53952 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691516, Class: 0.866902, Obj: 0.000363, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882374, Class: 0.968449, Obj: 0.064574, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706650, Class: 0.967804, Obj: 0.045465, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653608, Class: 0.793834, Obj: 0.000114, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646010, Class: 0.870358, Obj: 0.015898, No Obj: 0.000101, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.345861, Class: 0.677628, Obj: 0.008041, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649180, Class: 0.971678, Obj: 0.075172, No Obj: 0.000092, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508161, Class: 0.823121, Obj: 0.002831, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562188, Class: 0.964884, Obj: 0.035747, No Obj: 0.000064, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496734, Class: 0.943401, Obj: 0.127390, No Obj: 0.000221, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.460211, Class: 0.963023, Obj: 0.013604, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565599, Class: 0.973093, Obj: 0.039461, No Obj: 0.000068, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.433762, Class: 0.925574, Obj: 0.000277, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582734, Class: 0.940510, Obj: 0.051073, No Obj: 0.000101, .5R: 0.750000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 844: 0.633307, 0.589222 avg loss, 0.000507 rate, 3.923793 seconds, 54016 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629708, Class: 0.968590, Obj: 0.046451, No Obj: 0.000096, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617283, Class: 0.926927, Obj: 0.093225, No Obj: 0.000098, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562973, Class: 0.964773, Obj: 0.149083, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800492, Class: 0.767427, Obj: 0.000411, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623581, Class: 0.992378, Obj: 0.048757, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475771, Class: 0.966063, Obj: 0.072897, No Obj: 0.000105, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522016, Class: 0.863209, Obj: 0.001940, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.491740, Class: 0.965255, Obj: 0.002782, No Obj: 0.000065, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.651835, Class: 0.862470, Obj: 0.024922, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614062, Class: 0.971465, Obj: 0.032686, No Obj: 0.000104, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655149, Class: 0.988704, Obj: 0.536377, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694158, Class: 0.956474, Obj: 0.114032, No Obj: 0.000096, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 845: 0.512621, 0.581562 avg loss, 0.000510 rate, 3.909002 seconds, 54080 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588287, Class: 0.943395, Obj: 0.026996, No Obj: 0.000115, .5R: 0.818182, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.364162, Class: 0.772178, Obj: 0.000570, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533807, Class: 0.890227, Obj: 0.093549, No Obj: 0.000108, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815316, Class: 0.934936, Obj: 0.012630, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767629, Class: 0.978439, Obj: 0.012756, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692944, Class: 0.989381, Obj: 0.104079, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678776, Class: 0.970006, Obj: 0.034412, No Obj: 0.000105, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475385, Class: 0.887820, Obj: 0.004348, No Obj: 0.000065, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.706240, Class: 0.668205, Obj: 0.004642, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.387275, Class: 0.943379, Obj: 0.042913, No Obj: 0.000176, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.539516, Class: 0.953763, Obj: 0.024564, No Obj: 0.000069, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724445, Class: 0.986194, Obj: 0.019474, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 846: 0.629465, 0.586353 avg loss, 0.000512 rate, 3.930705 seconds, 54144 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.604390, Class: 0.814419, Obj: 0.002513, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667821, Class: 0.857004, Obj: 0.005499, No Obj: 0.000055, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.497442, Class: 0.754949, Obj: 0.057188, No Obj: 0.000228, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801188, Class: 0.959669, Obj: 0.089728, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767267, Class: 0.985043, Obj: 0.121035, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675500, Class: 0.960318, Obj: 0.080847, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.505670, Class: 0.968453, Obj: 0.041055, No Obj: 0.000085, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.586318, Class: 0.912815, Obj: 0.060258, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.948336, Class: 0.880043, Obj: 0.010624, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614141, Class: 0.955026, Obj: 0.009851, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577128, Class: 0.932207, Obj: 0.053835, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607558, Class: 0.967765, Obj: 0.039830, No Obj: 0.000123, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664741, Class: 0.887125, Obj: 0.040487, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.601809, Class: 0.972894, Obj: 0.050517, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519860, Class: 0.867108, Obj: 0.000212, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654492, Class: 0.968326, Obj: 0.038167, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729896, Class: 0.957736, Obj: 0.019858, No Obj: 0.000127, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1000 iterations) 847: 0.515926, 0.579310 avg loss, 0.000515 rate, 3.929295 seconds, 54208 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.512339, Class: 0.981771, Obj: 0.049649, No Obj: 0.000100, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494351, Class: 0.963360, Obj: 0.006730, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.623683, Class: 0.987335, Obj: 0.029556, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.394139, Class: 0.832576, Obj: 0.045809, No Obj: 0.000380, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.545222, Class: 0.893818, Obj: 0.042894, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649535, Class: 0.912371, Obj: 0.019800, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569011, Class: 0.976852, Obj: 0.063474, No Obj: 0.000105, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.435234, Class: 0.793344, Obj: 0.014287, No Obj: 0.000201, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.830677, Class: 0.906153, Obj: 0.015152, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730351, Class: 0.979856, Obj: 0.131039, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892867, Class: 0.960901, Obj: 0.055522, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799687, Class: 0.988720, Obj: 0.020748, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601382, Class: 0.989517, Obj: 0.000839, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904288, Class: 0.976266, Obj: 0.182807, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.569673, Class: 0.949168, Obj: 0.008934, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 848: 0.507867, 0.572166 avg loss, 0.000517 rate, 3.943040 seconds, 54272 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393358, Class: 0.997845, Obj: 0.070595, No Obj: 0.000043, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638687, Class: 0.998857, Obj: 0.303700, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811876, Class: 0.929515, Obj: 0.005705, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.522616, Class: 0.961687, Obj: 0.000679, No Obj: 0.000062, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675538, Class: 0.962761, Obj: 0.038065, No Obj: 0.000070, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680894, Class: 0.861942, Obj: 0.059587, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740615, Class: 0.985819, Obj: 0.082040, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486788, Class: 0.967808, Obj: 0.111645, No Obj: 0.000184, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.491221, Class: 0.925961, Obj: 0.014339, No Obj: 0.000063, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736578, Class: 0.962216, Obj: 0.257715, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571484, Class: 0.949381, Obj: 0.022403, No Obj: 0.000061, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.396798, Class: 0.985796, Obj: 0.091860, No Obj: 0.000075, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623189, Class: 0.935866, Obj: 0.011103, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716588, Class: 0.928439, Obj: 0.014349, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.513464, Class: 0.958722, Obj: 0.007937, No Obj: 0.000079, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 849: 0.611345, 0.576084 avg loss, 0.000520 rate, 3.920075 seconds, 54336 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.261138, Class: 0.876647, Obj: 0.000957, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636599, Class: 0.938559, Obj: 0.015852, No Obj: 0.000064, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515683, Class: 0.971983, Obj: 0.189814, No Obj: 0.000127, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.747950, Class: 0.946255, Obj: 0.021793, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715712, Class: 0.984166, Obj: 0.027175, No Obj: 0.000068, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642902, Class: 0.974243, Obj: 0.159304, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.527690, Class: 0.939498, Obj: 0.009784, No Obj: 0.000076, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692269, Class: 0.978157, Obj: 0.028190, No Obj: 0.000085, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796490, Class: 0.953875, Obj: 0.003313, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665802, Class: 0.969178, Obj: 0.026622, No Obj: 0.000077, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688744, Class: 0.982490, Obj: 0.033556, No Obj: 0.000087, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578304, Class: 0.915998, Obj: 0.040276, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.517605, Class: 0.961607, Obj: 0.028949, No Obj: 0.000077, .5R: 0.250000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 850: 0.756993, 0.594174 avg loss, 0.000522 rate, 3.925095 seconds, 54400 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528178, Class: 0.906736, Obj: 0.089273, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628553, Class: 0.973246, Obj: 0.034748, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787810, Class: 0.903537, Obj: 0.095112, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628370, Class: 0.921997, Obj: 0.013632, No Obj: 0.000087, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788613, Class: 0.920475, Obj: 0.233876, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.624158, Class: 0.959450, Obj: 0.021396, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.715104, Class: 0.855319, Obj: 0.023995, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699710, Class: 0.990027, Obj: 0.251109, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626782, Class: 0.965972, Obj: 0.083015, No Obj: 0.000114, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460522, Class: 0.964504, Obj: 0.072708, No Obj: 0.000075, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708593, Class: 0.978269, Obj: 0.032494, No Obj: 0.000085, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656484, Class: 0.987936, Obj: 0.359419, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742783, Class: 0.983937, Obj: 0.106557, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618566, Class: 0.832047, Obj: 0.014497, No Obj: 0.000090, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.467408, Class: 0.964091, Obj: 0.017796, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 851: 0.616060, 0.596363 avg loss, 0.000524 rate, 3.929590 seconds, 54464 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632395, Class: 0.955831, Obj: 0.022176, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.307499, Class: 0.831288, Obj: 0.008948, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702202, Class: 0.982182, Obj: 0.100482, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755006, Class: 0.959064, Obj: 0.141953, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652026, Class: 0.908878, Obj: 0.027108, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.668553, Class: 0.920806, Obj: 0.134749, No Obj: 0.000162, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.351650, Class: 0.911024, Obj: 0.009420, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667633, Class: 0.976809, Obj: 0.037788, No Obj: 0.000190, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623086, Class: 0.970887, Obj: 0.079876, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476285, Class: 0.848446, Obj: 0.059798, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673875, Class: 0.976923, Obj: 0.106372, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576765, Class: 0.922520, Obj: 0.000830, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570093, Class: 0.945454, Obj: 0.046421, No Obj: 0.000151, .5R: 0.625000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 852: 0.511303, 0.587857 avg loss, 0.000527 rate, 3.919049 seconds, 54528 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575586, Class: 0.964649, Obj: 0.033136, No Obj: 0.000084, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.742518, Class: 0.778323, Obj: 0.050553, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792396, Class: 0.847474, Obj: 0.140725, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572613, Class: 0.976338, Obj: 0.112060, No Obj: 0.000141, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632138, Class: 0.953094, Obj: 0.049336, No Obj: 0.000086, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552284, Class: 0.949703, Obj: 0.062649, No Obj: 0.000166, .5R: 0.692308, .75R: 0.000000, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643354, Class: 0.954803, Obj: 0.075521, No Obj: 0.000139, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498761, Class: 0.887500, Obj: 0.169273, No Obj: 0.000111, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.392295, Class: 0.979205, Obj: 0.097427, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514734, Class: 0.962172, Obj: 0.047200, No Obj: 0.000215, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.548391, Class: 0.972974, Obj: 0.051177, No Obj: 0.000143, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 853: 0.664346, 0.595506 avg loss, 0.000529 rate, 3.912335 seconds, 54592 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588074, Class: 0.962342, Obj: 0.025373, No Obj: 0.000106, .5R: 0.666667, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691380, Class: 0.981707, Obj: 0.083634, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582657, Class: 0.938101, Obj: 0.034801, No Obj: 0.000100, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552904, Class: 0.857158, Obj: 0.008028, No Obj: 0.000139, .5R: 0.600000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.484170, Class: 0.854123, Obj: 0.001652, No Obj: 0.000064, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838155, Class: 0.977272, Obj: 0.112577, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584941, Class: 0.957803, Obj: 0.010536, No Obj: 0.000076, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567079, Class: 0.977285, Obj: 0.001207, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756104, Class: 0.984397, Obj: 0.202661, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555659, Class: 0.930374, Obj: 0.092783, No Obj: 0.000127, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631856, Class: 0.959352, Obj: 0.048135, No Obj: 0.000103, .5R: 0.714286, .75R: 0.285714, count: 7 (next mAP calculation at 1000 iterations) 854: 0.747125, 0.610668 avg loss, 0.000532 rate, 3.919758 seconds, 54656 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750983, Class: 0.983473, Obj: 0.051258, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627816, Class: 0.899603, Obj: 0.033845, No Obj: 0.000089, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671184, Class: 0.995840, Obj: 0.539860, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582002, Class: 0.966146, Obj: 0.028126, No Obj: 0.000086, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647787, Class: 0.995152, Obj: 0.271689, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620893, Class: 0.977667, Obj: 0.043968, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637494, Class: 0.932636, Obj: 0.002099, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.323114, Class: 0.988232, Obj: 0.028788, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.517115, Class: 0.877103, Obj: 0.001000, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770279, Class: 0.939017, Obj: 0.056895, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640425, Class: 0.931302, Obj: 0.029057, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.475064, Class: 0.906437, Obj: 0.046234, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.623929, Class: 0.946206, Obj: 0.043376, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745077, Class: 0.986272, Obj: 0.047390, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726073, Class: 0.964980, Obj: 0.015266, No Obj: 0.000077, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.886135, Class: 0.797407, Obj: 0.004283, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784389, Class: 0.961351, Obj: 0.139655, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.505774, Class: 0.924945, Obj: 0.009528, No Obj: 0.000100, .5R: 0.500000, .75R: 0.000000, count: 10 (next mAP calculation at 1000 iterations) 855: 0.670429, 0.616644 avg loss, 0.000534 rate, 3.928589 seconds, 54720 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727182, Class: 0.848562, Obj: 0.062484, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592744, Class: 0.950030, Obj: 0.040619, No Obj: 0.000062, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657926, Class: 0.993018, Obj: 0.043289, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.531727, Class: 0.907219, Obj: 0.033971, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.632936, Class: 0.867770, Obj: 0.019633, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.587444, Class: 0.917573, Obj: 0.000950, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.316145, Class: 0.927161, Obj: 0.251181, No Obj: 0.000150, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.404002, Class: 0.936833, Obj: 0.000797, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475556, Class: 0.950095, Obj: 0.020901, No Obj: 0.000072, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553992, Class: 0.914307, Obj: 0.082547, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516385, Class: 0.937862, Obj: 0.029585, No Obj: 0.000125, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.603812, Class: 0.978719, Obj: 0.067514, No Obj: 0.000060, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.636941, Class: 0.845394, Obj: 0.032356, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686741, Class: 0.955341, Obj: 0.021271, No Obj: 0.000086, .5R: 0.750000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545696, Class: 0.986642, Obj: 0.320812, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524113, Class: 0.914201, Obj: 0.009997, No Obj: 0.000048, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 856: 0.680178, 0.622997 avg loss, 0.000537 rate, 3.935195 seconds, 54784 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.367764, Class: 0.941881, Obj: 0.022997, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561073, Class: 0.970561, Obj: 0.056830, No Obj: 0.000091, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.291657, Class: 0.872181, Obj: 0.013069, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679413, Class: 0.986513, Obj: 0.012850, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614240, Class: 0.943341, Obj: 0.029979, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623100, Class: 0.950804, Obj: 0.046007, No Obj: 0.000076, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.496837, Class: 0.630760, Obj: 0.000190, No Obj: 0.000044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.539060, Class: 0.804130, Obj: 0.008742, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.555947, Class: 0.958843, Obj: 0.018868, No Obj: 0.000063, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647579, Class: 0.938458, Obj: 0.163261, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.627664, Class: 0.912559, Obj: 0.131322, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.390597, Class: 0.983957, Obj: 0.229206, No Obj: 0.000111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640607, Class: 0.978804, Obj: 0.005975, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639432, Class: 0.984489, Obj: 0.242803, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726950, Class: 0.850271, Obj: 0.001030, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.578587, Class: 0.951811, Obj: 0.016723, No Obj: 0.000102, .5R: 0.777778, .75R: 0.111111, count: 9 (next mAP calculation at 1000 iterations) 857: 0.623034, 0.623001 avg loss, 0.000539 rate, 3.926855 seconds, 54848 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777158, Class: 0.988103, Obj: 0.515499, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.501872, Class: 0.987527, Obj: 0.008392, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590043, Class: 0.957091, Obj: 0.000397, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711580, Class: 0.970561, Obj: 0.081162, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613865, Class: 0.973912, Obj: 0.006705, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792378, Class: 0.981008, Obj: 0.049894, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770468, Class: 0.989156, Obj: 0.477079, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601701, Class: 0.957290, Obj: 0.087397, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472765, Class: 0.993128, Obj: 0.470874, No Obj: 0.000125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630596, Class: 0.920224, Obj: 0.045797, No Obj: 0.000110, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583482, Class: 0.934129, Obj: 0.071634, No Obj: 0.000202, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582655, Class: 0.934905, Obj: 0.033684, No Obj: 0.000105, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785040, Class: 0.763058, Obj: 0.008578, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.530641, Class: 0.943885, Obj: 0.022660, No Obj: 0.000092, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638105, Class: 0.857248, Obj: 0.068951, No Obj: 0.000185, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.585816, Class: 0.968654, Obj: 0.079953, No Obj: 0.000080, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 858: 0.529217, 0.613623 avg loss, 0.000542 rate, 3.922732 seconds, 54912 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.571691, Class: 0.903642, Obj: 0.112851, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668628, Class: 0.948532, Obj: 0.058700, No Obj: 0.000090, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.464895, Class: 0.754650, Obj: 0.014434, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731601, Class: 0.963539, Obj: 0.079409, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484126, Class: 0.953539, Obj: 0.082920, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624155, Class: 0.910296, Obj: 0.302972, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.557422, Class: 0.891705, Obj: 0.106614, No Obj: 0.000117, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.527327, Class: 0.778376, Obj: 0.003071, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.538358, Class: 0.987722, Obj: 0.051715, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.516154, Class: 0.923784, Obj: 0.004181, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564824, Class: 0.993592, Obj: 0.142816, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689306, Class: 0.986981, Obj: 0.084814, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549585, Class: 0.967909, Obj: 0.053988, No Obj: 0.000100, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398691, Class: 0.993521, Obj: 0.015215, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586408, Class: 0.965404, Obj: 0.027374, No Obj: 0.000139, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 859: 0.575325, 0.609793 avg loss, 0.000544 rate, 3.930673 seconds, 54976 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.677640, Class: 0.706067, Obj: 0.003513, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668715, Class: 0.979856, Obj: 0.100913, No Obj: 0.000117, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703880, Class: 0.989927, Obj: 0.051578, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.478898, Class: 0.974055, Obj: 0.060202, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517591, Class: 0.902224, Obj: 0.103911, No Obj: 0.000208, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.615799, Class: 0.936516, Obj: 0.016991, No Obj: 0.000071, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642283, Class: 0.982946, Obj: 0.085723, No Obj: 0.000123, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756672, Class: 0.976583, Obj: 0.247901, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558411, Class: 0.955486, Obj: 0.030971, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625451, Class: 0.919295, Obj: 0.017045, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.665916, Class: 0.918505, Obj: 0.043213, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611626, Class: 0.989363, Obj: 0.224209, No Obj: 0.000103, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.579716, Class: 0.947992, Obj: 0.074174, No Obj: 0.000113, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702749, Class: 0.978646, Obj: 0.045904, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 860: 0.607500, 0.609563 avg loss, 0.000547 rate, 3.937901 seconds, 55040 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.539072, Class: 0.964414, Obj: 0.030356, No Obj: 0.000080, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536750, Class: 0.984422, Obj: 0.064556, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.413190, Class: 0.917885, Obj: 0.022277, No Obj: 0.000083, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.584088, Class: 0.920622, Obj: 0.023073, No Obj: 0.000055, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.432075, Class: 0.971807, Obj: 0.048461, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520941, Class: 0.966709, Obj: 0.030972, No Obj: 0.000080, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543662, Class: 0.954216, Obj: 0.121507, No Obj: 0.000151, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.731650, Class: 0.989665, Obj: 0.035374, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754356, Class: 0.955623, Obj: 0.037031, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718600, Class: 0.991069, Obj: 0.059348, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564326, Class: 0.858865, Obj: 0.008169, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.777219, Class: 0.998940, Obj: 0.074660, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604797, Class: 0.922957, Obj: 0.123557, No Obj: 0.000228, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659496, Class: 0.972362, Obj: 0.038358, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 861: 0.437672, 0.592374 avg loss, 0.000550 rate, 3.927291 seconds, 55104 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628237, Class: 0.993463, Obj: 0.460579, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654266, Class: 0.981750, Obj: 0.041653, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.359152, Class: 0.728035, Obj: 0.073550, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623505, Class: 0.991833, Obj: 0.068285, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635364, Class: 0.937008, Obj: 0.036232, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491190, Class: 0.991293, Obj: 0.046088, No Obj: 0.000077, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.707840, Class: 0.908961, Obj: 0.077878, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807078, Class: 0.993294, Obj: 0.032803, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741666, Class: 0.994440, Obj: 0.473379, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570664, Class: 0.980641, Obj: 0.036373, No Obj: 0.000076, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514634, Class: 0.986304, Obj: 0.158523, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616651, Class: 0.966659, Obj: 0.007178, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912651, Class: 0.855766, Obj: 0.011354, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768548, Class: 0.980402, Obj: 0.014449, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 862: 0.351680, 0.568305 avg loss, 0.000552 rate, 3.921921 seconds, 55168 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551072, Class: 0.978565, Obj: 0.023941, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554903, Class: 0.977433, Obj: 0.005518, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536460, Class: 0.900385, Obj: 0.031394, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540881, Class: 0.967666, Obj: 0.054154, No Obj: 0.000060, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609299, Class: 0.995558, Obj: 0.113664, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.568036, Class: 0.905098, Obj: 0.069832, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.553464, Class: 0.987814, Obj: 0.269123, No Obj: 0.000206, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.501134, Class: 0.925515, Obj: 0.018969, No Obj: 0.000075, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635284, Class: 0.943282, Obj: 0.030897, No Obj: 0.000070, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593168, Class: 0.910936, Obj: 0.027043, No Obj: 0.000074, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626558, Class: 0.917232, Obj: 0.001104, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593469, Class: 0.966344, Obj: 0.002124, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503618, Class: 0.921747, Obj: 0.027366, No Obj: 0.000065, .5R: 0.714286, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 863: 0.642374, 0.575712 avg loss, 0.000555 rate, 3.929533 seconds, 55232 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762630, Class: 0.750610, Obj: 0.001022, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.499607, Class: 0.951959, Obj: 0.014493, No Obj: 0.000054, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654457, Class: 0.990535, Obj: 0.056608, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609461, Class: 0.968387, Obj: 0.070512, No Obj: 0.000102, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.610948, Class: 0.905570, Obj: 0.080074, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.339186, Class: 0.847354, Obj: 0.000078, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554077, Class: 0.965031, Obj: 0.010057, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553248, Class: 0.957966, Obj: 0.148293, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.598878, Class: 0.961882, Obj: 0.023259, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.342286, Class: 0.927142, Obj: 0.001527, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.594340, Class: 0.979991, Obj: 0.027613, No Obj: 0.000069, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533653, Class: 0.947689, Obj: 0.121514, No Obj: 0.000133, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.623720, Class: 0.964766, Obj: 0.040823, No Obj: 0.000114, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612239, Class: 0.950255, Obj: 0.011229, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.660258, Class: 0.970915, Obj: 0.070064, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631478, Class: 0.960975, Obj: 0.008458, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.535078, Class: 0.823248, Obj: 0.062693, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 864: 0.749206, 0.593061 avg loss, 0.000557 rate, 3.924459 seconds, 55296 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560144, Class: 0.977719, Obj: 0.029410, No Obj: 0.000099, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.639173, Class: 0.911310, Obj: 0.020531, No Obj: 0.000124, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.653703, Class: 0.969236, Obj: 0.212819, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.507018, Class: 0.920300, Obj: 0.009577, No Obj: 0.000094, .5R: 0.454545, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703470, Class: 0.948118, Obj: 0.109926, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533938, Class: 0.941277, Obj: 0.007926, No Obj: 0.000076, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598986, Class: 0.913787, Obj: 0.192536, No Obj: 0.000117, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817636, Class: 0.879217, Obj: 0.002451, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623884, Class: 0.958743, Obj: 0.073167, No Obj: 0.000125, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569373, Class: 0.833728, Obj: 0.009323, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.519954, Class: 0.969232, Obj: 0.030370, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902626, Class: 0.978283, Obj: 0.005502, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630351, Class: 0.985969, Obj: 0.051837, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821874, Class: 0.997214, Obj: 0.034806, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620322, Class: 0.921469, Obj: 0.051923, No Obj: 0.000101, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 865: 0.823350, 0.616090 avg loss, 0.000560 rate, 3.913255 seconds, 55360 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.393149, Class: 0.406776, Obj: 0.004194, No Obj: 0.000112, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537553, Class: 0.927967, Obj: 0.084794, No Obj: 0.000098, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536985, Class: 0.934274, Obj: 0.012574, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472858, Class: 0.973235, Obj: 0.027275, No Obj: 0.000117, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680422, Class: 0.989907, Obj: 0.048342, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615420, Class: 0.966215, Obj: 0.083303, No Obj: 0.000160, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449248, Class: 0.849340, Obj: 0.019655, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.599448, Class: 0.960951, Obj: 0.054835, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452360, Class: 0.987581, Obj: 0.133331, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783361, Class: 0.992307, Obj: 0.299990, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.392044, Class: 0.845209, Obj: 0.007528, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.506820, Class: 0.948250, Obj: 0.017287, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528934, Class: 0.923901, Obj: 0.036232, No Obj: 0.000159, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 866: 0.626771, 0.617158 avg loss, 0.000562 rate, 3.920726 seconds, 55424 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605112, Class: 0.925063, Obj: 0.119539, No Obj: 0.000139, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.556870, Class: 0.926789, Obj: 0.102655, No Obj: 0.000118, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642201, Class: 0.981489, Obj: 0.117081, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.523862, Class: 0.976422, Obj: 0.011449, No Obj: 0.000086, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586858, Class: 0.936124, Obj: 0.024773, No Obj: 0.000119, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701992, Class: 0.605288, Obj: 0.001582, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636737, Class: 0.950084, Obj: 0.004711, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662409, Class: 0.980914, Obj: 0.073597, No Obj: 0.000117, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.595127, Class: 0.971612, Obj: 0.101111, No Obj: 0.000123, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.585044, Class: 0.801327, Obj: 0.014655, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661368, Class: 0.972619, Obj: 0.034488, No Obj: 0.000099, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425452, Class: 0.939822, Obj: 0.039404, No Obj: 0.000072, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.531612, Class: 0.968487, Obj: 0.026382, No Obj: 0.000127, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.604892, Class: 0.917445, Obj: 0.093106, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628662, Class: 0.968956, Obj: 0.016009, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471355, Class: 0.929119, Obj: 0.007435, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 867: 0.745098, 0.629952 avg loss, 0.000565 rate, 3.922629 seconds, 55488 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563185, Class: 0.980296, Obj: 0.020640, No Obj: 0.000083, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624237, Class: 0.952934, Obj: 0.073930, No Obj: 0.000116, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.541809, Class: 0.932441, Obj: 0.088509, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771077, Class: 0.864311, Obj: 0.040040, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.582318, Class: 0.943553, Obj: 0.055944, No Obj: 0.000068, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629386, Class: 0.843683, Obj: 0.009005, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749886, Class: 0.980798, Obj: 0.061679, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.373385, Class: 0.957644, Obj: 0.016823, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570191, Class: 0.943617, Obj: 0.041302, No Obj: 0.000076, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605312, Class: 0.922855, Obj: 0.015137, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.620064, Class: 0.947537, Obj: 0.065085, No Obj: 0.000098, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559434, Class: 0.941454, Obj: 0.094310, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.726050, Class: 0.851926, Obj: 0.000366, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580761, Class: 0.915186, Obj: 0.016746, No Obj: 0.000097, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 868: 0.648041, 0.631761 avg loss, 0.000568 rate, 3.936326 seconds, 55552 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618718, Class: 0.989621, Obj: 0.111683, No Obj: 0.000145, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.557596, Class: 0.973400, Obj: 0.029440, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640906, Class: 0.975918, Obj: 0.055219, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399789, Class: 0.850371, Obj: 0.003600, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.580726, Class: 0.975802, Obj: 0.055778, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717741, Class: 0.994423, Obj: 0.014807, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.484045, Class: 0.936292, Obj: 0.115671, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.538872, Class: 0.815343, Obj: 0.026609, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.568992, Class: 0.958226, Obj: 0.004280, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.753874, Class: 0.990730, Obj: 0.105423, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505109, Class: 0.988029, Obj: 0.054536, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.633518, Class: 0.963866, Obj: 0.028959, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.530417, Class: 0.892949, Obj: 0.027567, No Obj: 0.000111, .5R: 0.666667, .75R: 0.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774140, Class: 0.979678, Obj: 0.054209, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.455983, Class: 0.850351, Obj: 0.018384, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.611067, Class: 0.921723, Obj: 0.002381, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776712, Class: 0.982144, Obj: 0.016621, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1000 iterations) 869: 0.515155, 0.620100 avg loss, 0.000570 rate, 3.923271 seconds, 55616 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559598, Class: 0.945378, Obj: 0.144437, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.407992, Class: 0.992719, Obj: 0.031111, No Obj: 0.000069, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524020, Class: 0.990308, Obj: 0.159896, No Obj: 0.000084, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560920, Class: 0.975657, Obj: 0.057028, No Obj: 0.000077, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.552064, Class: 0.417792, Obj: 0.010012, No Obj: 0.000277, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.486485, Class: 0.992634, Obj: 0.033649, No Obj: 0.000100, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508166, Class: 0.917959, Obj: 0.031864, No Obj: 0.000058, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706215, Class: 0.971053, Obj: 0.280501, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.580097, Class: 0.983025, Obj: 0.056815, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535112, Class: 0.988154, Obj: 0.086487, No Obj: 0.000081, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.415277, Class: 0.796212, Obj: 0.000093, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.632189, Class: 0.979061, Obj: 0.083980, No Obj: 0.000094, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588320, Class: 0.986900, Obj: 0.076104, No Obj: 0.000050, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 870: 0.542301, 0.612320 avg loss, 0.000573 rate, 3.921147 seconds, 55680 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.419749, Class: 0.976490, Obj: 0.028592, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.711568, Class: 0.986175, Obj: 0.046915, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568674, Class: 0.985758, Obj: 0.237801, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575464, Class: 0.970766, Obj: 0.046077, No Obj: 0.000085, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735598, Class: 0.996918, Obj: 0.093378, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758385, Class: 0.988798, Obj: 0.099594, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.631731, Class: 0.959220, Obj: 0.024843, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.361153, Class: 0.741480, Obj: 0.000824, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537735, Class: 0.970915, Obj: 0.015470, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648888, Class: 0.945002, Obj: 0.079141, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514428, Class: 0.968623, Obj: 0.076518, No Obj: 0.000197, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.701092, Class: 0.940539, Obj: 0.030880, No Obj: 0.000079, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.479458, Class: 0.854418, Obj: 0.006329, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633933, Class: 0.990700, Obj: 0.026766, No Obj: 0.000071, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 871: 0.582087, 0.609297 avg loss, 0.000576 rate, 3.924024 seconds, 55744 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721646, Class: 0.989581, Obj: 0.220966, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.569774, Class: 0.982302, Obj: 0.018186, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.792971, Class: 0.919474, Obj: 0.000131, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.418365, Class: 0.950282, Obj: 0.001825, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629404, Class: 0.977696, Obj: 0.083420, No Obj: 0.000098, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.546984, Class: 0.971336, Obj: 0.006042, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526571, Class: 0.966046, Obj: 0.002595, No Obj: 0.000058, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648702, Class: 0.985779, Obj: 0.068297, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573398, Class: 0.993338, Obj: 0.188943, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621653, Class: 0.978606, Obj: 0.045917, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 872: 0.361829, 0.584550 avg loss, 0.000578 rate, 3.933593 seconds, 55808 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578286, Class: 0.982261, Obj: 0.088420, No Obj: 0.000102, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785593, Class: 0.988212, Obj: 0.016312, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691251, Class: 0.979070, Obj: 0.121014, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642805, Class: 0.967746, Obj: 0.143604, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528313, Class: 0.990905, Obj: 0.059204, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458627, Class: 0.984983, Obj: 0.049370, No Obj: 0.000081, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530769, Class: 0.897159, Obj: 0.138140, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554348, Class: 0.978276, Obj: 0.016677, No Obj: 0.000083, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623230, Class: 0.987948, Obj: 0.263985, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.617258, Class: 0.964048, Obj: 0.075581, No Obj: 0.000082, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566161, Class: 0.990479, Obj: 0.145377, No Obj: 0.000109, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 873: 0.435421, 0.569637 avg loss, 0.000581 rate, 3.926726 seconds, 55872 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528194, Class: 0.960495, Obj: 0.041755, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699858, Class: 0.965464, Obj: 0.036377, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.748339, Class: 0.983534, Obj: 0.082424, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.609179, Class: 0.613269, Obj: 0.000145, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.692821, Class: 0.922910, Obj: 0.283615, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.493734, Class: 0.952104, Obj: 0.021158, No Obj: 0.000066, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832763, Class: 0.842407, Obj: 0.001097, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.564630, Class: 0.975959, Obj: 0.002044, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620660, Class: 0.985301, Obj: 0.022259, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661247, Class: 0.976036, Obj: 0.032165, No Obj: 0.000109, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.526503, Class: 0.930217, Obj: 0.315115, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.750534, Class: 0.982395, Obj: 0.113950, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.571645, Class: 0.971450, Obj: 0.034737, No Obj: 0.000121, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 874: 0.403903, 0.553064 avg loss, 0.000584 rate, 3.924657 seconds, 55936 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494162, Class: 0.947949, Obj: 0.022971, No Obj: 0.000071, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.507294, Class: 0.873070, Obj: 0.004851, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.617021, Class: 0.958480, Obj: 0.150833, No Obj: 0.000197, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.665274, Class: 0.964926, Obj: 0.009247, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607090, Class: 0.964404, Obj: 0.073498, No Obj: 0.000079, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760330, Class: 0.992337, Obj: 0.022105, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616496, Class: 0.975492, Obj: 0.045283, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654107, Class: 0.894602, Obj: 0.032963, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.564083, Class: 0.970626, Obj: 0.030318, No Obj: 0.000076, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.384087, Class: 0.652454, Obj: 0.001409, No Obj: 0.000120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593991, Class: 0.968452, Obj: 0.095750, No Obj: 0.000121, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866989, Class: 0.978511, Obj: 0.129131, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.590692, Class: 0.984438, Obj: 0.049264, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.461037, Class: 0.836026, Obj: 0.025110, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.502599, Class: 0.951717, Obj: 0.110454, No Obj: 0.000174, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.568543, Class: 0.933868, Obj: 0.014634, No Obj: 0.000076, .5R: 0.545455, .75R: 0.090909, count: 11 (next mAP calculation at 1000 iterations) 875: 0.810436, 0.578801 avg loss, 0.000586 rate, 3.924873 seconds, 56000 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398783, Class: 0.844681, Obj: 0.000122, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.558503, Class: 0.969380, Obj: 0.043880, No Obj: 0.000097, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587136, Class: 0.918786, Obj: 0.019122, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.543532, Class: 0.983353, Obj: 0.008311, No Obj: 0.000050, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.691955, Class: 0.895063, Obj: 0.015122, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.658874, Class: 0.988308, Obj: 0.231663, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591496, Class: 0.981593, Obj: 0.017096, No Obj: 0.000092, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.362738, Class: 0.892168, Obj: 0.097742, No Obj: 0.000232, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.528204, Class: 0.993044, Obj: 0.335593, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480669, Class: 0.999187, Obj: 0.149701, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746455, Class: 0.993131, Obj: 0.028501, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586133, Class: 0.936809, Obj: 0.021940, No Obj: 0.000074, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630677, Class: 0.963921, Obj: 0.071032, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639399, Class: 0.972060, Obj: 0.030524, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735356, Class: 0.981863, Obj: 0.068125, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.637918, Class: 0.769469, Obj: 0.016439, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709323, Class: 0.810767, Obj: 0.005298, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.630780, Class: 0.963929, Obj: 0.077149, No Obj: 0.000094, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 876: 0.618540, 0.582775 avg loss, 0.000589 rate, 3.914655 seconds, 56064 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737928, Class: 0.989010, Obj: 0.108358, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.574169, Class: 0.985500, Obj: 0.197553, No Obj: 0.000096, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568601, Class: 0.986530, Obj: 0.075318, No Obj: 0.000112, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641602, Class: 0.965826, Obj: 0.154169, No Obj: 0.000113, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545865, Class: 0.987470, Obj: 0.249063, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612805, Class: 0.986151, Obj: 0.086931, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.289903, Class: 0.987864, Obj: 0.133161, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.417843, Class: 0.977033, Obj: 0.078400, No Obj: 0.000091, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507703, Class: 0.895124, Obj: 0.001044, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630094, Class: 0.991675, Obj: 0.099114, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536670, Class: 0.914232, Obj: 0.000666, No Obj: 0.000075, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 877: 0.439952, 0.568493 avg loss, 0.000592 rate, 3.910341 seconds, 56128 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456319, Class: 0.994413, Obj: 0.241987, No Obj: 0.000140, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.523643, Class: 0.937468, Obj: 0.023118, No Obj: 0.000077, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509824, Class: 0.925495, Obj: 0.002005, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.549091, Class: 0.860931, Obj: 0.023594, No Obj: 0.000065, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467702, Class: 0.917154, Obj: 0.012764, No Obj: 0.000109, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.603155, Class: 0.980687, Obj: 0.051863, No Obj: 0.000083, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554442, Class: 0.986946, Obj: 0.162207, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716526, Class: 0.972470, Obj: 0.033914, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788740, Class: 0.978750, Obj: 0.022950, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725612, Class: 0.978443, Obj: 0.027216, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746219, Class: 0.973870, Obj: 0.059056, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636661, Class: 0.977833, Obj: 0.050670, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.803636, Class: 0.833014, Obj: 0.054186, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.409863, Class: 0.986952, Obj: 0.034077, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653668, Class: 0.993646, Obj: 0.227092, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.515704, Class: 0.961566, Obj: 0.032910, No Obj: 0.000064, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 878: 0.710506, 0.582694 avg loss, 0.000594 rate, 3.922674 seconds, 56192 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611249, Class: 0.974325, Obj: 0.140351, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751957, Class: 0.966918, Obj: 0.034597, No Obj: 0.000076, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555013, Class: 0.963081, Obj: 0.034956, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.536110, Class: 0.922903, Obj: 0.006218, No Obj: 0.000089, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677745, Class: 0.988823, Obj: 0.438722, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591699, Class: 0.975294, Obj: 0.069272, No Obj: 0.000077, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682774, Class: 0.880858, Obj: 0.023301, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653763, Class: 0.917804, Obj: 0.038244, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526776, Class: 0.969521, Obj: 0.005705, No Obj: 0.000041, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.576520, Class: 0.945162, Obj: 0.062924, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357943, Class: 0.934027, Obj: 0.032426, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702695, Class: 0.983739, Obj: 0.136648, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654623, Class: 0.979905, Obj: 0.021579, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410202, Class: 0.982673, Obj: 0.096027, No Obj: 0.000071, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 879: 0.597361, 0.584161 avg loss, 0.000597 rate, 3.926811 seconds, 56256 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841089, Class: 0.975109, Obj: 0.021695, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669982, Class: 0.956061, Obj: 0.025406, No Obj: 0.000083, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638857, Class: 0.959454, Obj: 0.014917, No Obj: 0.000064, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.582624, Class: 0.881445, Obj: 0.085092, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.386731, Class: 0.923699, Obj: 0.007062, No Obj: 0.000094, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.590789, Class: 0.973340, Obj: 0.063335, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494808, Class: 0.817306, Obj: 0.011478, No Obj: 0.000082, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.669296, Class: 0.928431, Obj: 0.029587, No Obj: 0.000070, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535615, Class: 0.960569, Obj: 0.018651, No Obj: 0.000085, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480604, Class: 0.889516, Obj: 0.032307, No Obj: 0.000047, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657735, Class: 0.976726, Obj: 0.040341, No Obj: 0.000079, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688526, Class: 0.975400, Obj: 0.065409, No Obj: 0.000095, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 880: 0.658198, 0.591564 avg loss, 0.000600 rate, 3.923261 seconds, 56320 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455171, Class: 0.909384, Obj: 0.047888, No Obj: 0.000161, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.587045, Class: 0.983473, Obj: 0.077603, No Obj: 0.000104, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.647931, Class: 0.845098, Obj: 0.095293, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.745604, Class: 0.963741, Obj: 0.132319, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651905, Class: 0.988355, Obj: 0.102933, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.428488, Class: 0.805211, Obj: 0.000564, No Obj: 0.000060, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622509, Class: 0.962742, Obj: 0.055639, No Obj: 0.000115, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573031, Class: 0.908120, Obj: 0.015185, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.528030, Class: 0.939086, Obj: 0.072026, No Obj: 0.000111, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651533, Class: 0.978080, Obj: 0.168583, No Obj: 0.000129, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724621, Class: 0.963476, Obj: 0.093170, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717919, Class: 0.984690, Obj: 0.093803, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.555829, Class: 0.806150, Obj: 0.013241, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468150, Class: 0.899146, Obj: 0.021706, No Obj: 0.000061, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 881: 0.605624, 0.592970 avg loss, 0.000602 rate, 3.923530 seconds, 56384 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.411631, Class: 0.808224, Obj: 0.004808, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.499660, Class: 0.974400, Obj: 0.053915, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.741895, Class: 0.809915, Obj: 0.004669, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.431026, Class: 0.969895, Obj: 0.079496, No Obj: 0.000074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.482281, Class: 0.944070, Obj: 0.033716, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582785, Class: 0.955588, Obj: 0.150683, No Obj: 0.000152, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547569, Class: 0.956380, Obj: 0.034845, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.667963, Class: 0.616826, Obj: 0.010505, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.571525, Class: 0.988218, Obj: 0.108868, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613292, Class: 0.975332, Obj: 0.119850, No Obj: 0.000134, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.694717, Class: 0.920875, Obj: 0.028705, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639779, Class: 0.969274, Obj: 0.041169, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834085, Class: 0.890224, Obj: 0.079450, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639598, Class: 0.991808, Obj: 0.076989, No Obj: 0.000124, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.334803, Class: 0.931944, Obj: 0.015940, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.536584, Class: 0.996148, Obj: 0.637719, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578905, Class: 0.912097, Obj: 0.011735, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 882: 0.588967, 0.592570 avg loss, 0.000605 rate, 3.924289 seconds, 56448 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743895, Class: 0.980878, Obj: 0.120759, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767391, Class: 0.977657, Obj: 0.144738, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.378762, Class: 0.948729, Obj: 0.217764, No Obj: 0.000092, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594548, Class: 0.984822, Obj: 0.030996, No Obj: 0.000119, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567982, Class: 0.862191, Obj: 0.000702, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648521, Class: 0.943088, Obj: 0.052653, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.472864, Class: 0.986535, Obj: 0.001600, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619810, Class: 0.961291, Obj: 0.032148, No Obj: 0.000119, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645033, Class: 0.983143, Obj: 0.313612, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536518, Class: 0.968539, Obj: 0.024470, No Obj: 0.000096, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569201, Class: 0.991727, Obj: 0.275876, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633671, Class: 0.965921, Obj: 0.013832, No Obj: 0.000091, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482466, Class: 0.972871, Obj: 0.074243, No Obj: 0.000083, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554877, Class: 0.919938, Obj: 0.028554, No Obj: 0.000108, .5R: 0.571429, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 883: 0.726254, 0.605938 avg loss, 0.000608 rate, 3.914761 seconds, 56512 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696283, Class: 0.982062, Obj: 0.011775, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630842, Class: 0.972600, Obj: 0.056892, No Obj: 0.000115, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590395, Class: 0.895856, Obj: 0.137797, No Obj: 0.000105, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.554498, Class: 0.988877, Obj: 0.067480, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.704721, Class: 0.960752, Obj: 0.091333, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.657274, Class: 0.986793, Obj: 0.431855, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647961, Class: 0.940455, Obj: 0.029970, No Obj: 0.000067, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646485, Class: 0.982602, Obj: 0.095155, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724163, Class: 0.985776, Obj: 0.116157, No Obj: 0.000103, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574245, Class: 0.972118, Obj: 0.046374, No Obj: 0.000092, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.657781, Class: 0.981461, Obj: 0.057373, No Obj: 0.000091, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674470, Class: 0.947253, Obj: 0.156743, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524098, Class: 0.995339, Obj: 0.584905, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727132, Class: 0.979479, Obj: 0.089956, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554345, Class: 0.975301, Obj: 0.048597, No Obj: 0.000087, .5R: 0.333333, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.726113, Class: 0.991063, Obj: 0.121541, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 884: 0.485417, 0.593886 avg loss, 0.000611 rate, 3.915908 seconds, 56576 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669319, Class: 0.938884, Obj: 0.006882, No Obj: 0.000067, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496158, Class: 0.979232, Obj: 0.063782, No Obj: 0.000090, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727228, Class: 0.980562, Obj: 0.006341, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.411404, Class: 0.995643, Obj: 0.003545, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628760, Class: 0.966556, Obj: 0.078519, No Obj: 0.000099, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624189, Class: 0.972585, Obj: 0.043627, No Obj: 0.000060, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595601, Class: 0.954097, Obj: 0.064780, No Obj: 0.000097, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734871, Class: 0.975865, Obj: 0.060894, No Obj: 0.000085, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 885: 0.456067, 0.580104 avg loss, 0.000613 rate, 3.932996 seconds, 56640 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.618992, Class: 0.945609, Obj: 0.133921, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.795997, Class: 0.980365, Obj: 0.375997, No Obj: 0.000268, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616301, Class: 0.995203, Obj: 0.026545, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591189, Class: 0.956910, Obj: 0.054051, No Obj: 0.000110, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.498622, Class: 0.834349, Obj: 0.000034, No Obj: 0.000111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.536433, Class: 0.895579, Obj: 0.026144, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588210, Class: 0.973090, Obj: 0.048519, No Obj: 0.000087, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620978, Class: 0.999836, Obj: 0.094932, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.584545, Class: 0.920734, Obj: 0.142695, No Obj: 0.000293, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701145, Class: 0.981242, Obj: 0.048612, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622142, Class: 0.984672, Obj: 0.036382, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584456, Class: 0.954794, Obj: 0.032569, No Obj: 0.000115, .5R: 0.818182, .75R: 0.181818, count: 11 Region 82 Avg IOU: 0.533579, Class: 0.941550, Obj: 0.100580, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517821, Class: 0.976205, Obj: 0.024198, No Obj: 0.000126, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 886: 0.593534, 0.581447 avg loss, 0.000616 rate, 3.930012 seconds, 56704 images Loaded: 0.000054 seconds Region 82 Avg IOU: 0.454677, Class: 0.922123, Obj: 0.023673, No Obj: 0.000204, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.606847, Class: 0.927777, Obj: 0.010017, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739046, Class: 0.976650, Obj: 0.022899, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720750, Class: 0.980990, Obj: 0.109588, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682691, Class: 0.990120, Obj: 0.089512, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.818449, Class: 0.991453, Obj: 0.018144, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536692, Class: 0.882336, Obj: 0.009963, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607912, Class: 0.975224, Obj: 0.089320, No Obj: 0.000115, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686228, Class: 0.948155, Obj: 0.157947, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.456505, Class: 0.983536, Obj: 0.002901, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605328, Class: 0.992650, Obj: 0.193692, No Obj: 0.000114, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.602263, Class: 0.934655, Obj: 0.167510, No Obj: 0.000349, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.606837, Class: 0.946546, Obj: 0.011699, No Obj: 0.000061, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.621028, Class: 0.948911, Obj: 0.013214, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517198, Class: 0.948760, Obj: 0.017474, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 887: 0.539907, 0.577293 avg loss, 0.000619 rate, 3.928736 seconds, 56768 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.572207, Class: 0.923545, Obj: 0.143897, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689351, Class: 0.941753, Obj: 0.001282, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736189, Class: 0.978446, Obj: 0.099902, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602099, Class: 0.983702, Obj: 0.092632, No Obj: 0.000117, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856000, Class: 0.980490, Obj: 0.057269, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696564, Class: 0.945477, Obj: 0.045105, No Obj: 0.000083, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000389, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650048, Class: 0.898999, Obj: 0.005654, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575547, Class: 0.984317, Obj: 0.033023, No Obj: 0.000095, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780630, Class: 0.907538, Obj: 0.021333, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.508925, Class: 0.920485, Obj: 0.002975, No Obj: 0.000063, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773046, Class: 0.993771, Obj: 0.233337, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758902, Class: 0.955957, Obj: 0.092492, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.572176, Class: 0.912175, Obj: 0.007696, No Obj: 0.000063, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837723, Class: 0.950682, Obj: 0.030194, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.602730, Class: 0.971516, Obj: 0.055029, No Obj: 0.000082, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 888: 0.504911, 0.570055 avg loss, 0.000622 rate, 3.925934 seconds, 56832 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638182, Class: 0.993128, Obj: 0.142437, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.624660, Class: 0.978964, Obj: 0.063129, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569036, Class: 0.985561, Obj: 0.235746, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808601, Class: 0.988961, Obj: 0.109539, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850906, Class: 0.973973, Obj: 0.054984, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.498161, Class: 0.981540, Obj: 0.019012, No Obj: 0.000059, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622423, Class: 0.853879, Obj: 0.097488, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.598044, Class: 0.961374, Obj: 0.111058, No Obj: 0.000086, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.681519, Class: 0.651530, Obj: 0.030711, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.465215, Class: 0.898084, Obj: 0.000061, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613179, Class: 0.961685, Obj: 0.021385, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863059, Class: 0.955149, Obj: 0.011748, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614470, Class: 0.995740, Obj: 0.175487, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.568646, Class: 0.949355, Obj: 0.041789, No Obj: 0.000111, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574989, Class: 0.985430, Obj: 0.138885, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 889: 0.519975, 0.565047 avg loss, 0.000625 rate, 3.921378 seconds, 56896 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566634, Class: 0.984697, Obj: 0.014013, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555003, Class: 0.969442, Obj: 0.069499, No Obj: 0.000089, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.641765, Class: 0.983521, Obj: 0.074278, No Obj: 0.000095, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691534, Class: 0.987658, Obj: 0.057874, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552774, Class: 0.912410, Obj: 0.002562, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.473064, Class: 0.976625, Obj: 0.052456, No Obj: 0.000065, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639691, Class: 0.985375, Obj: 0.047933, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660242, Class: 0.989995, Obj: 0.010754, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665841, Class: 0.927204, Obj: 0.006750, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645349, Class: 0.960971, Obj: 0.070494, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788102, Class: 0.976059, Obj: 0.067265, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.780154, Class: 0.918317, Obj: 0.207378, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679378, Class: 0.967308, Obj: 0.028159, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 890: 0.403915, 0.548934 avg loss, 0.000627 rate, 3.925829 seconds, 56960 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671251, Class: 0.921061, Obj: 0.001057, No Obj: 0.000044, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612067, Class: 0.993896, Obj: 0.014683, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656588, Class: 0.940481, Obj: 0.004935, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531867, Class: 0.717723, Obj: 0.001799, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.552385, Class: 0.977960, Obj: 0.045722, No Obj: 0.000064, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.585750, Class: 0.993040, Obj: 0.050164, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663640, Class: 0.989767, Obj: 0.076443, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.494858, Class: 0.911780, Obj: 0.001783, No Obj: 0.000043, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.397201, Class: 0.970302, Obj: 0.009666, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651750, Class: 0.971094, Obj: 0.070024, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.498386, Class: 0.933179, Obj: 0.012405, No Obj: 0.000068, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.344944, Class: 0.927787, Obj: 0.003691, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639933, Class: 0.992544, Obj: 0.059386, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 891: 0.559141, 0.549955 avg loss, 0.000630 rate, 3.924184 seconds, 57024 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577288, Class: 0.968395, Obj: 0.009269, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631720, Class: 0.951701, Obj: 0.018122, No Obj: 0.000075, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670094, Class: 0.968935, Obj: 0.082242, No Obj: 0.000083, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704239, Class: 0.995001, Obj: 0.082801, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747487, Class: 0.985633, Obj: 0.026501, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667033, Class: 0.991773, Obj: 0.179047, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636849, Class: 0.986657, Obj: 0.079930, No Obj: 0.000072, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589565, Class: 0.764635, Obj: 0.002010, No Obj: 0.000090, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738220, Class: 0.952081, Obj: 0.002481, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.513870, Class: 0.910676, Obj: 0.000714, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759754, Class: 0.976654, Obj: 0.242665, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.577069, Class: 0.972825, Obj: 0.096167, No Obj: 0.000098, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634693, Class: 0.876400, Obj: 0.010603, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.702794, Class: 0.955275, Obj: 0.014026, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1000 iterations) 892: 0.539736, 0.548933 avg loss, 0.000633 rate, 3.910277 seconds, 57088 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.392179, Class: 0.950472, Obj: 0.068144, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617857, Class: 0.964880, Obj: 0.022340, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.772031, Class: 0.822902, Obj: 0.148850, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760026, Class: 0.946499, Obj: 0.052524, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516520, Class: 0.883491, Obj: 0.065817, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.602887, Class: 0.968469, Obj: 0.023259, No Obj: 0.000063, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729855, Class: 0.954927, Obj: 0.076297, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.658098, Class: 0.942258, Obj: 0.080875, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616591, Class: 0.960490, Obj: 0.014217, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.662282, Class: 0.974278, Obj: 0.006940, No Obj: 0.000056, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684140, Class: 0.996784, Obj: 0.204213, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404221, Class: 0.993909, Obj: 0.000799, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.272287, Class: 0.960101, Obj: 0.003005, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.374134, Class: 0.715058, Obj: 0.027722, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528975, Class: 0.960295, Obj: 0.056958, No Obj: 0.000094, .5R: 0.400000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 893: 0.524238, 0.546463 avg loss, 0.000636 rate, 3.919157 seconds, 57152 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769454, Class: 0.953754, Obj: 0.223773, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537016, Class: 0.978016, Obj: 0.043077, No Obj: 0.000126, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610470, Class: 0.972802, Obj: 0.065738, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577004, Class: 0.998851, Obj: 0.042975, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631517, Class: 0.974011, Obj: 0.144366, No Obj: 0.000134, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498936, Class: 0.988884, Obj: 0.233893, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654241, Class: 0.982231, Obj: 0.093869, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.477863, Class: 0.911481, Obj: 0.024196, No Obj: 0.000105, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.559592, Class: 0.898896, Obj: 0.066813, No Obj: 0.000071, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637459, Class: 0.939530, Obj: 0.044014, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.526748, Class: 0.971684, Obj: 0.032906, No Obj: 0.000121, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623463, Class: 0.965287, Obj: 0.020336, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637823, Class: 0.980939, Obj: 0.100281, No Obj: 0.000125, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690897, Class: 0.988440, Obj: 0.135250, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 894: 0.626276, 0.554445 avg loss, 0.000639 rate, 3.928070 seconds, 57216 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549552, Class: 0.966548, Obj: 0.230197, No Obj: 0.000229, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642861, Class: 0.952672, Obj: 0.003876, No Obj: 0.000063, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658614, Class: 0.951872, Obj: 0.060421, No Obj: 0.000092, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474989, Class: 0.990486, Obj: 0.213386, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551846, Class: 0.974275, Obj: 0.083653, No Obj: 0.000104, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567196, Class: 0.981735, Obj: 0.052343, No Obj: 0.000079, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870553, Class: 0.986552, Obj: 0.143502, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.540416, Class: 0.924276, Obj: 0.076073, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.527838, Class: 0.946198, Obj: 0.028129, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733821, Class: 0.953266, Obj: 0.111124, No Obj: 0.000130, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534722, Class: 0.985563, Obj: 0.215401, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.684377, Class: 0.981705, Obj: 0.109949, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600291, Class: 0.979532, Obj: 0.047545, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670147, Class: 0.973374, Obj: 0.085904, No Obj: 0.000097, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 895: 0.573983, 0.556398 avg loss, 0.000642 rate, 3.924511 seconds, 57280 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548237, Class: 0.959255, Obj: 0.084442, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650491, Class: 0.971551, Obj: 0.010432, No Obj: 0.000044, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.355305, Class: 0.997871, Obj: 0.093454, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748549, Class: 0.978214, Obj: 0.022012, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.457816, Class: 0.975974, Obj: 0.009100, No Obj: 0.000097, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526170, Class: 0.995919, Obj: 0.009145, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600552, Class: 0.986144, Obj: 0.180623, No Obj: 0.000139, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.487864, Class: 0.967933, Obj: 0.032283, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811889, Class: 0.982447, Obj: 0.128003, No Obj: 0.000151, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.612300, Class: 0.921406, Obj: 0.129774, No Obj: 0.000274, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.640981, Class: 0.971719, Obj: 0.000225, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621680, Class: 0.940996, Obj: 0.008504, No Obj: 0.000075, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575352, Class: 0.986942, Obj: 0.051770, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644745, Class: 0.963004, Obj: 0.050504, No Obj: 0.000105, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808717, Class: 0.915731, Obj: 0.008344, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690634, Class: 0.945215, Obj: 0.055171, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 1000 iterations) 896: 0.517091, 0.552468 avg loss, 0.000645 rate, 3.927690 seconds, 57344 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532914, Class: 0.982363, Obj: 0.096639, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.625398, Class: 0.962261, Obj: 0.035877, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.886804, Class: 0.975652, Obj: 0.352246, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.642667, Class: 0.987823, Obj: 0.160593, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582781, Class: 0.975429, Obj: 0.097581, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586288, Class: 0.954705, Obj: 0.139691, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.652135, Class: 0.960196, Obj: 0.043186, No Obj: 0.000122, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.785959, Class: 0.894164, Obj: 0.168142, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.507022, Class: 0.855294, Obj: 0.026447, No Obj: 0.000142, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.548267, Class: 0.936337, Obj: 0.059465, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476057, Class: 0.993487, Obj: 0.371461, No Obj: 0.000087, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697010, Class: 0.981342, Obj: 0.100289, No Obj: 0.000104, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.213235, Class: 0.761033, Obj: 0.000738, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603572, Class: 0.947267, Obj: 0.029036, No Obj: 0.000087, .5R: 0.700000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550245, Class: 0.896020, Obj: 0.032242, No Obj: 0.000074, .5R: 0.583333, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436494, Class: 0.972542, Obj: 0.112723, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656911, Class: 0.975018, Obj: 0.041570, No Obj: 0.000086, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 897: 0.826097, 0.579831 avg loss, 0.000647 rate, 3.936432 seconds, 57408 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647602, Class: 0.967736, Obj: 0.250505, No Obj: 0.000142, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.634999, Class: 0.930071, Obj: 0.006024, No Obj: 0.000081, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659544, Class: 0.931407, Obj: 0.034107, No Obj: 0.000096, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.403661, Class: 0.938120, Obj: 0.091111, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662142, Class: 0.991688, Obj: 0.199507, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373521, Class: 0.905416, Obj: 0.105982, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592182, Class: 0.969687, Obj: 0.051166, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646921, Class: 0.973795, Obj: 0.023744, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693965, Class: 0.992203, Obj: 0.025941, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501283, Class: 0.912237, Obj: 0.085979, No Obj: 0.000140, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.465531, Class: 0.990849, Obj: 0.134408, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.630898, Class: 0.959558, Obj: 0.010627, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602524, Class: 0.958406, Obj: 0.023274, No Obj: 0.000108, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 898: 0.475654, 0.569413 avg loss, 0.000650 rate, 3.921456 seconds, 57472 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635480, Class: 0.969251, Obj: 0.008837, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.518210, Class: 0.919770, Obj: 0.097044, No Obj: 0.000100, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.370008, Class: 0.765864, Obj: 0.000122, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533366, Class: 0.956250, Obj: 0.003518, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766423, Class: 0.826660, Obj: 0.000665, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.587239, Class: 0.947186, Obj: 0.116637, No Obj: 0.000116, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619266, Class: 0.996328, Obj: 0.368200, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.615134, Class: 0.982410, Obj: 0.047597, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678903, Class: 0.995115, Obj: 0.078126, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.562752, Class: 0.968593, Obj: 0.018143, No Obj: 0.000085, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552099, Class: 0.973677, Obj: 0.061672, No Obj: 0.000112, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: 0.507026, Class: 0.925984, Obj: 0.121550, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790680, Class: 0.918518, Obj: 0.034279, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.521484, Class: 0.935661, Obj: 0.003344, No Obj: 0.000035, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648671, Class: 0.846223, Obj: 0.014736, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.521802, Class: 0.995474, Obj: 0.074971, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 899: 0.681681, 0.580640 avg loss, 0.000653 rate, 3.926067 seconds, 57536 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499981, Class: 0.990975, Obj: 0.178705, No Obj: 0.000097, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687954, Class: 0.969189, Obj: 0.081348, No Obj: 0.000096, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568712, Class: 0.983038, Obj: 0.070285, No Obj: 0.000099, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715755, Class: 0.929612, Obj: 0.001078, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.421129, Class: 0.919833, Obj: 0.032446, No Obj: 0.000066, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592716, Class: 0.963238, Obj: 0.034186, No Obj: 0.000068, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.289930, Class: 0.695228, Obj: 0.000646, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.674908, Class: 0.980002, Obj: 0.175590, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691566, Class: 0.983973, Obj: 0.020681, No Obj: 0.000102, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524428, Class: 0.987176, Obj: 0.099127, No Obj: 0.000058, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636529, Class: 0.984709, Obj: 0.121216, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662857, Class: 0.756010, Obj: 0.001209, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666276, Class: 0.957741, Obj: 0.043129, No Obj: 0.000086, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 900: 0.686208, 0.591197 avg loss, 0.000656 rate, 3.927019 seconds, 57600 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609568, Class: 0.979164, Obj: 0.038084, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724459, Class: 0.991772, Obj: 0.064474, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.444979, Class: 0.973534, Obj: 0.003824, No Obj: 0.000050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586281, Class: 0.978326, Obj: 0.019998, No Obj: 0.000081, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.709399, Class: 0.913429, Obj: 0.089550, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.581263, Class: 0.995068, Obj: 0.093615, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775669, Class: 0.974832, Obj: 0.020135, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.450044, Class: 0.884284, Obj: 0.003140, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.632888, Class: 0.908844, Obj: 0.022031, No Obj: 0.000172, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.742366, Class: 0.980119, Obj: 0.057861, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576713, Class: 0.978883, Obj: 0.078271, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680038, Class: 0.990789, Obj: 0.050095, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644633, Class: 0.987242, Obj: 0.014764, No Obj: 0.000140, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.635652, Class: 0.898206, Obj: 0.003358, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728717, Class: 0.933933, Obj: 0.002809, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739067, Class: 0.989993, Obj: 0.072007, No Obj: 0.000091, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475025, Class: 0.953726, Obj: 0.019063, No Obj: 0.000172, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.800934, Class: 0.993498, Obj: 0.079279, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 901: 0.383184, 0.570395 avg loss, 0.000659 rate, 3.698886 seconds, 57664 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547181, Class: 0.951925, Obj: 0.002664, No Obj: 0.000068, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763614, Class: 0.950711, Obj: 0.081028, No Obj: 0.000311, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.678723, Class: 0.979107, Obj: 0.039203, No Obj: 0.000076, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632466, Class: 0.941912, Obj: 0.024053, No Obj: 0.000070, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790001, Class: 0.977535, Obj: 0.029585, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678973, Class: 0.975078, Obj: 0.026519, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663716, Class: 0.979610, Obj: 0.010889, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666967, Class: 0.988811, Obj: 0.520647, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438618, Class: 0.996706, Obj: 0.294347, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662751, Class: 0.988899, Obj: 0.061685, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819431, Class: 0.986332, Obj: 0.002312, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732442, Class: 0.958567, Obj: 0.032538, No Obj: 0.000066, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1000 iterations) 902: 0.520712, 0.565427 avg loss, 0.000662 rate, 3.927726 seconds, 57728 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661294, Class: 0.997249, Obj: 0.047474, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683066, Class: 0.988098, Obj: 0.098647, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528213, Class: 0.945981, Obj: 0.006451, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695980, Class: 0.990147, Obj: 0.037490, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506756, Class: 0.913821, Obj: 0.018498, No Obj: 0.000115, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.598707, Class: 0.969686, Obj: 0.050293, No Obj: 0.000108, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568342, Class: 0.928285, Obj: 0.133205, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675408, Class: 0.977232, Obj: 0.047772, No Obj: 0.000082, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571675, Class: 0.867585, Obj: 0.003831, No Obj: 0.000075, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.599171, Class: 0.973196, Obj: 0.024230, No Obj: 0.000096, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673482, Class: 0.952872, Obj: 0.027489, No Obj: 0.000077, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.537814, Class: 0.883071, Obj: 0.004682, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.534612, Class: 0.998790, Obj: 0.768327, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597424, Class: 0.962020, Obj: 0.042509, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735820, Class: 0.944926, Obj: 0.085356, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.575628, Class: 0.987990, Obj: 0.001912, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 903: 0.625735, 0.571458 avg loss, 0.000665 rate, 3.923480 seconds, 57792 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635149, Class: 0.955852, Obj: 0.034055, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491398, Class: 0.983597, Obj: 0.024145, No Obj: 0.000101, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.758904, Class: 0.939217, Obj: 0.010403, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.585868, Class: 0.987828, Obj: 0.082164, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.562481, Class: 0.928434, Obj: 0.001327, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810391, Class: 0.865103, Obj: 0.013602, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707687, Class: 0.888324, Obj: 0.001171, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.282777, Class: 0.994130, Obj: 0.307904, No Obj: 0.000108, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589971, Class: 0.974766, Obj: 0.089497, No Obj: 0.000120, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671227, Class: 0.956607, Obj: 0.220167, No Obj: 0.000293, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582593, Class: 0.990719, Obj: 0.028287, No Obj: 0.000059, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749050, Class: 0.971841, Obj: 0.073767, No Obj: 0.000114, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1000 iterations) 904: 0.412826, 0.555595 avg loss, 0.000668 rate, 3.924717 seconds, 57856 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576641, Class: 0.995155, Obj: 0.088160, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.546117, Class: 0.963705, Obj: 0.094987, No Obj: 0.000125, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659234, Class: 0.982921, Obj: 0.074296, No Obj: 0.000115, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.543181, Class: 0.889393, Obj: 0.003944, No Obj: 0.000125, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619226, Class: 0.968202, Obj: 0.087758, No Obj: 0.000139, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.490993, Class: 0.949196, Obj: 0.183292, No Obj: 0.000146, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727616, Class: 0.971446, Obj: 0.387956, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591623, Class: 0.969854, Obj: 0.010999, No Obj: 0.000090, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483348, Class: 0.860095, Obj: 0.053558, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589310, Class: 0.983873, Obj: 0.068399, No Obj: 0.000120, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578258, Class: 0.889617, Obj: 0.054857, No Obj: 0.000082, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.521732, Class: 0.911748, Obj: 0.082017, No Obj: 0.000084, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756185, Class: 0.994610, Obj: 0.271436, No Obj: 0.000233, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.655901, Class: 0.988034, Obj: 0.120906, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.450493, Class: 0.383390, Obj: 0.000714, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.510587, Class: 0.979411, Obj: 0.255364, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598005, Class: 0.955067, Obj: 0.110656, No Obj: 0.000127, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 905: 0.803706, 0.580406 avg loss, 0.000671 rate, 3.927903 seconds, 57920 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587938, Class: 0.836762, Obj: 0.008981, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.674634, Class: 0.988627, Obj: 0.076957, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488895, Class: 0.960233, Obj: 0.005651, No Obj: 0.000074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679700, Class: 0.993259, Obj: 0.092240, No Obj: 0.000068, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612463, Class: 0.976590, Obj: 0.123819, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.552254, Class: 0.913481, Obj: 0.075217, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590106, Class: 0.938458, Obj: 0.113997, No Obj: 0.000101, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.509964, Class: 0.899673, Obj: 0.002844, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.714079, Class: 0.860505, Obj: 0.017406, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596078, Class: 0.956288, Obj: 0.038471, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756556, Class: 0.875942, Obj: 0.017858, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611492, Class: 0.987160, Obj: 0.027622, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553015, Class: 0.972578, Obj: 0.174198, No Obj: 0.000197, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.760905, Class: 0.991977, Obj: 0.139850, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577133, Class: 0.957007, Obj: 0.135034, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.558991, Class: 0.972203, Obj: 0.121034, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 906: 0.467252, 0.569090 avg loss, 0.000674 rate, 3.923085 seconds, 57984 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591185, Class: 0.887464, Obj: 0.010322, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.644051, Class: 0.921072, Obj: 0.020604, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804917, Class: 0.940183, Obj: 0.054853, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651178, Class: 0.970229, Obj: 0.016629, No Obj: 0.000045, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762981, Class: 0.925362, Obj: 0.000914, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.560266, Class: 0.962777, Obj: 0.088873, No Obj: 0.000052, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.585242, Class: 0.957871, Obj: 0.034651, No Obj: 0.000137, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.829826, Class: 0.986758, Obj: 0.024879, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473011, Class: 0.907758, Obj: 0.013937, No Obj: 0.000138, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.605293, Class: 0.943722, Obj: 0.026382, No Obj: 0.000050, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.587225, Class: 0.864582, Obj: 0.000428, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.500918, Class: 0.982758, Obj: 0.314731, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.415996, Class: 0.983048, Obj: 0.033223, No Obj: 0.000048, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676396, Class: 0.902521, Obj: 0.178036, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.569355, Class: 0.966516, Obj: 0.018348, No Obj: 0.000056, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508839, Class: 0.995243, Obj: 0.095894, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619015, Class: 0.976350, Obj: 0.027895, No Obj: 0.000078, .5R: 0.750000, .75R: 0.166667, count: 12 (next mAP calculation at 1000 iterations) 907: 0.787865, 0.590968 avg loss, 0.000677 rate, 3.928102 seconds, 58048 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633878, Class: 0.912800, Obj: 0.089450, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.557279, Class: 0.954850, Obj: 0.013538, No Obj: 0.000067, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832899, Class: 0.963530, Obj: 0.061155, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.644768, Class: 0.979943, Obj: 0.039640, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500568, Class: 0.962957, Obj: 0.001447, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667938, Class: 0.996738, Obj: 0.135967, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.824042, Class: 0.636860, Obj: 0.000420, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.638402, Class: 0.895986, Obj: 0.005029, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712248, Class: 0.969105, Obj: 0.004359, No Obj: 0.000040, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613609, Class: 0.993442, Obj: 0.148079, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600319, Class: 0.958644, Obj: 0.013405, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416112, Class: 0.994658, Obj: 0.451507, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.595282, Class: 0.950874, Obj: 0.010174, No Obj: 0.000067, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613319, Class: 0.917454, Obj: 0.021122, No Obj: 0.000056, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596106, Class: 0.990137, Obj: 0.045612, No Obj: 0.000070, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 908: 0.570433, 0.588914 avg loss, 0.000680 rate, 3.907333 seconds, 58112 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582196, Class: 0.991752, Obj: 0.105210, No Obj: 0.000083, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.518023, Class: 0.997534, Obj: 0.163829, No Obj: 0.000057, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569436, Class: 0.997789, Obj: 0.020971, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679871, Class: 0.985928, Obj: 0.033777, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574832, Class: 0.994652, Obj: 0.018526, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.817557, Class: 0.915061, Obj: 0.074215, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706559, Class: 0.989394, Obj: 0.143579, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400847, Class: 0.879522, Obj: 0.008449, No Obj: 0.000183, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.805773, Class: 0.991194, Obj: 0.207660, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.613657, Class: 0.783828, Obj: 0.011785, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736468, Class: 0.985842, Obj: 0.073474, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638033, Class: 0.981843, Obj: 0.037441, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480964, Class: 0.989550, Obj: 0.027926, No Obj: 0.000061, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 909: 0.292273, 0.559250 avg loss, 0.000683 rate, 3.910767 seconds, 58176 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677857, Class: 0.963034, Obj: 0.059746, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716534, Class: 0.977875, Obj: 0.119944, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571128, Class: 0.975107, Obj: 0.022682, No Obj: 0.000106, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.335499, Class: 0.500295, Obj: 0.000030, No Obj: 0.000075, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631515, Class: 0.971734, Obj: 0.042744, No Obj: 0.000112, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610968, Class: 0.988664, Obj: 0.108323, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593109, Class: 0.992203, Obj: 0.039844, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552176, Class: 0.926874, Obj: 0.001866, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807367, Class: 0.991760, Obj: 0.128099, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453670, Class: 0.987563, Obj: 0.125167, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.641493, Class: 0.939683, Obj: 0.117302, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797271, Class: 0.995014, Obj: 0.516980, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661183, Class: 0.935246, Obj: 0.043090, No Obj: 0.000129, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 910: 0.459803, 0.549306 avg loss, 0.000686 rate, 3.919115 seconds, 58240 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665492, Class: 0.990341, Obj: 0.022133, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548395, Class: 0.951420, Obj: 0.013001, No Obj: 0.000094, .5R: 0.454545, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742858, Class: 0.976854, Obj: 0.004918, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.439917, Class: 0.898727, Obj: 0.004233, No Obj: 0.000080, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675105, Class: 0.953435, Obj: 0.009477, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661687, Class: 0.973599, Obj: 0.032437, No Obj: 0.000107, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868559, Class: 0.998095, Obj: 0.065028, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674407, Class: 0.965312, Obj: 0.163191, No Obj: 0.000101, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.821142, Class: 0.939482, Obj: 0.011212, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.665020, Class: 0.992291, Obj: 0.026888, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.704873, Class: 0.968811, Obj: 0.090022, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.522876, Class: 0.935607, Obj: 0.044224, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.528085, Class: 0.988453, Obj: 0.101098, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.749177, Class: 0.989302, Obj: 0.026911, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744284, Class: 0.976399, Obj: 0.054246, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674720, Class: 0.951083, Obj: 0.062931, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 8 (next mAP calculation at 1000 iterations) 911: 0.704653, 0.564840 avg loss, 0.000689 rate, 3.925272 seconds, 58304 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.572575, Class: 0.849578, Obj: 0.026379, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.324577, Class: 0.963568, Obj: 0.002862, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486827, Class: 0.930025, Obj: 0.000843, No Obj: 0.000059, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760696, Class: 0.992299, Obj: 0.097994, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726453, Class: 0.956250, Obj: 0.012564, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541812, Class: 0.996242, Obj: 0.005932, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750264, Class: 0.919872, Obj: 0.041365, No Obj: 0.000103, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553565, Class: 0.990982, Obj: 0.227638, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.620894, Class: 0.984298, Obj: 0.031059, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885482, Class: 0.888634, Obj: 0.001476, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.480548, Class: 0.926933, Obj: 0.009056, No Obj: 0.000059, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821702, Class: 0.917389, Obj: 0.155303, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.568338, Class: 0.981907, Obj: 0.007759, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.448176, Class: 0.880202, Obj: 0.032508, No Obj: 0.000115, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722131, Class: 0.978231, Obj: 0.011399, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481069, Class: 0.992110, Obj: 0.032778, No Obj: 0.000095, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.668392, Class: 0.979825, Obj: 0.035863, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 912: 0.590413, 0.567398 avg loss, 0.000692 rate, 3.928200 seconds, 58368 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602411, Class: 0.947253, Obj: 0.011779, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.291386, Class: 0.973478, Obj: 0.101881, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.612914, Class: 0.945262, Obj: 0.018119, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696376, Class: 0.992258, Obj: 0.095733, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747782, Class: 0.993528, Obj: 0.018280, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635231, Class: 0.983425, Obj: 0.004247, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579049, Class: 0.952853, Obj: 0.056567, No Obj: 0.000069, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734267, Class: 0.922814, Obj: 0.049288, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.596562, Class: 0.990189, Obj: 0.004407, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691574, Class: 0.963275, Obj: 0.047241, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681792, Class: 0.987131, Obj: 0.038209, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590909, Class: 0.970888, Obj: 0.069367, No Obj: 0.000074, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.625325, Class: 0.979986, Obj: 0.015574, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.644312, Class: 0.950201, Obj: 0.082230, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697693, Class: 0.988629, Obj: 0.056567, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 913: 0.451867, 0.555844 avg loss, 0.000695 rate, 3.917053 seconds, 58432 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700397, Class: 0.985334, Obj: 0.034725, No Obj: 0.000087, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569587, Class: 0.994960, Obj: 0.109166, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.634120, Class: 0.988420, Obj: 0.039380, No Obj: 0.000050, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.302662, Class: 0.788731, Obj: 0.001916, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.578119, Class: 0.988831, Obj: 0.133325, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591868, Class: 0.753080, Obj: 0.000027, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595830, Class: 0.974819, Obj: 0.005573, No Obj: 0.000072, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589683, Class: 0.972196, Obj: 0.017760, No Obj: 0.000067, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755405, Class: 0.886854, Obj: 0.009444, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602366, Class: 0.971120, Obj: 0.044425, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528836, Class: 0.967884, Obj: 0.113298, No Obj: 0.000173, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.720682, Class: 0.982084, Obj: 0.019345, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 914: 0.480043, 0.548264 avg loss, 0.000698 rate, 3.933844 seconds, 58496 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748840, Class: 0.945980, Obj: 0.112653, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812567, Class: 0.987396, Obj: 0.065031, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706934, Class: 0.979256, Obj: 0.110417, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646548, Class: 0.987057, Obj: 0.036331, No Obj: 0.000104, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454169, Class: 0.915350, Obj: 0.018364, No Obj: 0.000173, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.636039, Class: 0.977930, Obj: 0.062236, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662359, Class: 0.981318, Obj: 0.080852, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.577177, Class: 0.934099, Obj: 0.120377, No Obj: 0.000071, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.669412, Class: 0.728126, Obj: 0.000533, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772997, Class: 0.973014, Obj: 0.075222, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798730, Class: 0.976827, Obj: 0.044307, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579727, Class: 0.992366, Obj: 0.174347, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679609, Class: 0.969935, Obj: 0.031082, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 915: 0.448941, 0.538332 avg loss, 0.000701 rate, 3.926787 seconds, 58560 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710207, Class: 0.989224, Obj: 0.082545, No Obj: 0.000080, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659566, Class: 0.986499, Obj: 0.016654, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490881, Class: 0.988809, Obj: 0.124969, No Obj: 0.000141, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.426303, Class: 0.950105, Obj: 0.019489, No Obj: 0.000077, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549371, Class: 0.942706, Obj: 0.099080, No Obj: 0.000121, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504508, Class: 0.966717, Obj: 0.019574, No Obj: 0.000096, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619573, Class: 0.958541, Obj: 0.426319, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649956, Class: 0.906331, Obj: 0.022788, No Obj: 0.000080, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.783263, Class: 0.904819, Obj: 0.018398, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670783, Class: 0.939821, Obj: 0.077437, No Obj: 0.000150, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534911, Class: 0.972555, Obj: 0.030519, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599638, Class: 0.844953, Obj: 0.007953, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 916: 0.454204, 0.529919 avg loss, 0.000704 rate, 3.928477 seconds, 58624 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.659409, Class: 0.965404, Obj: 0.221077, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.635963, Class: 0.856961, Obj: 0.232711, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.690203, Class: 0.980839, Obj: 0.027463, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663887, Class: 0.877088, Obj: 0.001025, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663235, Class: 0.970283, Obj: 0.027085, No Obj: 0.000086, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527515, Class: 0.862582, Obj: 0.055076, No Obj: 0.000183, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666533, Class: 0.964508, Obj: 0.043193, No Obj: 0.000098, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868791, Class: 0.902378, Obj: 0.002181, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645650, Class: 0.984509, Obj: 0.068843, No Obj: 0.000070, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565027, Class: 0.986790, Obj: 0.100485, No Obj: 0.000088, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.404299, Class: 0.978817, Obj: 0.094548, No Obj: 0.000125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724755, Class: 0.936645, Obj: 0.001922, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481659, Class: 0.942048, Obj: 0.036972, No Obj: 0.000156, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.657386, Class: 0.978636, Obj: 0.020145, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.645455, Class: 0.873736, Obj: 0.011925, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.713525, Class: 0.992657, Obj: 0.351639, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674304, Class: 0.973999, Obj: 0.090706, No Obj: 0.000121, .5R: 0.888889, .75R: 0.333333, count: 9 (next mAP calculation at 1000 iterations) 917: 0.576391, 0.534566 avg loss, 0.000707 rate, 3.938890 seconds, 58688 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754203, Class: 0.982429, Obj: 0.326815, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.556311, Class: 0.974492, Obj: 0.033068, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577391, Class: 0.991873, Obj: 0.044767, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.541917, Class: 0.991260, Obj: 0.043692, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.398865, Class: 0.939385, Obj: 0.022611, No Obj: 0.000058, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.399983, Class: 0.972285, Obj: 0.231718, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.607251, Class: 0.981246, Obj: 0.014907, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.901457, Class: 0.655534, Obj: 0.000007, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.703792, Class: 0.886206, Obj: 0.006470, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581978, Class: 0.947019, Obj: 0.041332, No Obj: 0.000066, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771806, Class: 0.990731, Obj: 0.106900, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637381, Class: 0.901734, Obj: 0.085995, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.569868, Class: 0.947651, Obj: 0.052963, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.546566, Class: 0.982284, Obj: 0.168725, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.613900, Class: 0.915365, Obj: 0.100493, No Obj: 0.000170, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.591235, Class: 0.954074, Obj: 0.013297, No Obj: 0.000073, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 918: 0.478468, 0.528956 avg loss, 0.000710 rate, 3.929755 seconds, 58752 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591820, Class: 0.987426, Obj: 0.084965, No Obj: 0.000069, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805197, Class: 0.898010, Obj: 0.009295, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650272, Class: 0.966627, Obj: 0.024289, No Obj: 0.000052, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508852, Class: 0.991227, Obj: 0.006468, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594999, Class: 0.985332, Obj: 0.023211, No Obj: 0.000095, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.616050, Class: 0.921714, Obj: 0.086106, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702576, Class: 0.992149, Obj: 0.191143, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.736227, Class: 0.976698, Obj: 0.103978, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.382903, Class: 0.611551, Obj: 0.001301, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790774, Class: 0.911541, Obj: 0.003562, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.575156, Class: 0.963032, Obj: 0.000936, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644068, Class: 0.926409, Obj: 0.019825, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.751908, Class: 0.988950, Obj: 0.050431, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803704, Class: 0.984659, Obj: 0.020239, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.460695, Class: 0.992914, Obj: 0.088741, No Obj: 0.000061, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 919: 0.541050, 0.530166 avg loss, 0.000713 rate, 3.923786 seconds, 58816 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.562908, Class: 0.845306, Obj: 0.029608, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533187, Class: 0.928187, Obj: 0.011786, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708046, Class: 0.983162, Obj: 0.052201, No Obj: 0.000059, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637393, Class: 0.859733, Obj: 0.180743, No Obj: 0.000156, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.675274, Class: 0.958748, Obj: 0.050763, No Obj: 0.000084, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783320, Class: 0.994679, Obj: 0.071750, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.808161, Class: 0.969946, Obj: 0.257277, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.502752, Class: 0.991646, Obj: 0.666831, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727267, Class: 0.926633, Obj: 0.039872, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680195, Class: 0.986169, Obj: 0.193504, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787035, Class: 0.984465, Obj: 0.123944, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710267, Class: 0.987385, Obj: 0.101583, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711334, Class: 0.987767, Obj: 0.031934, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.685938, Class: 0.946327, Obj: 0.024839, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697658, Class: 0.976579, Obj: 0.028457, No Obj: 0.000088, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 1000 iterations) 920: 0.495185, 0.526668 avg loss, 0.000716 rate, 3.928376 seconds, 58880 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587800, Class: 0.991839, Obj: 0.259446, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482773, Class: 0.997918, Obj: 0.844143, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553515, Class: 0.918785, Obj: 0.012717, No Obj: 0.000097, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737767, Class: 0.997523, Obj: 0.164273, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675937, Class: 0.994166, Obj: 0.332772, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691728, Class: 0.988217, Obj: 0.249659, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719612, Class: 0.984217, Obj: 0.055317, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819404, Class: 0.978029, Obj: 0.126933, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685514, Class: 0.986799, Obj: 0.321187, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676065, Class: 0.947749, Obj: 0.100929, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705558, Class: 0.911720, Obj: 0.001935, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613232, Class: 0.948956, Obj: 0.097069, No Obj: 0.000113, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617796, Class: 0.994620, Obj: 0.153573, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.710823, Class: 0.965213, Obj: 0.044320, No Obj: 0.000141, .5R: 0.777778, .75R: 0.333333, count: 9 (next mAP calculation at 1000 iterations) 921: 0.413479, 0.515349 avg loss, 0.000720 rate, 3.923428 seconds, 58944 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553208, Class: 0.862147, Obj: 0.026754, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607311, Class: 0.832645, Obj: 0.022406, No Obj: 0.000073, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638626, Class: 0.956018, Obj: 0.161653, No Obj: 0.000158, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.583777, Class: 0.948862, Obj: 0.046878, No Obj: 0.000099, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613364, Class: 0.974699, Obj: 0.090181, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.580559, Class: 0.974644, Obj: 0.196811, No Obj: 0.000340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820559, Class: 0.993237, Obj: 0.211356, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682523, Class: 0.984134, Obj: 0.040640, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806881, Class: 0.953627, Obj: 0.000443, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755992, Class: 0.977558, Obj: 0.058303, No Obj: 0.000068, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814844, Class: 0.994550, Obj: 0.637175, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669480, Class: 0.942759, Obj: 0.083851, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.732065, Class: 0.973774, Obj: 0.133259, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645264, Class: 0.969588, Obj: 0.043841, No Obj: 0.000058, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 922: 0.441497, 0.507964 avg loss, 0.000723 rate, 3.926809 seconds, 59008 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707013, Class: 0.915791, Obj: 0.066171, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.613330, Class: 0.914696, Obj: 0.036949, No Obj: 0.000096, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664680, Class: 0.956248, Obj: 0.093351, No Obj: 0.000144, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691402, Class: 0.979640, Obj: 0.146795, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.538412, Class: 0.982817, Obj: 0.087868, No Obj: 0.000083, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715232, Class: 0.827083, Obj: 0.028551, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.628738, Class: 0.972454, Obj: 0.100088, No Obj: 0.000120, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838767, Class: 0.961821, Obj: 0.007698, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628404, Class: 0.944327, Obj: 0.040321, No Obj: 0.000120, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.622946, Class: 0.981669, Obj: 0.254844, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725587, Class: 0.991288, Obj: 0.078584, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558354, Class: 0.859813, Obj: 0.020507, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656368, Class: 0.972746, Obj: 0.055939, No Obj: 0.000167, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.506487, Class: 0.960260, Obj: 0.171214, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846381, Class: 0.991038, Obj: 0.173685, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 923: 0.585774, 0.515745 avg loss, 0.000726 rate, 3.927444 seconds, 59072 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.545227, Class: 0.840144, Obj: 0.000479, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.688334, Class: 0.998347, Obj: 0.485198, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645517, Class: 0.929376, Obj: 0.057854, No Obj: 0.000118, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543708, Class: 0.840702, Obj: 0.000007, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730537, Class: 0.970472, Obj: 0.090409, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812001, Class: 0.881161, Obj: 0.000178, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591146, Class: 0.940946, Obj: 0.017694, No Obj: 0.000074, .5R: 0.500000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761620, Class: 0.990273, Obj: 0.079389, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821483, Class: 0.993220, Obj: 0.401319, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.397200, Class: 0.984141, Obj: 0.080815, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748953, Class: 0.996147, Obj: 0.052345, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.410428, Class: 0.968815, Obj: 0.000465, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786005, Class: 0.991483, Obj: 0.052565, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620888, Class: 0.980072, Obj: 0.350006, No Obj: 0.000139, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.564151, Class: 0.958708, Obj: 0.070370, No Obj: 0.000078, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 924: 0.438677, 0.508038 avg loss, 0.000729 rate, 3.917498 seconds, 59136 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731257, Class: 0.995078, Obj: 0.073512, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.632790, Class: 0.958330, Obj: 0.003987, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629798, Class: 0.990985, Obj: 0.026729, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733599, Class: 0.996470, Obj: 0.074756, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.463266, Class: 0.981435, Obj: 0.021845, No Obj: 0.000038, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525856, Class: 0.987653, Obj: 0.079636, No Obj: 0.000049, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658036, Class: 0.991133, Obj: 0.136456, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.590937, Class: 0.972116, Obj: 0.023946, No Obj: 0.000064, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.474609, Class: 0.911194, Obj: 0.000931, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.507413, Class: 0.983358, Obj: 0.017467, No Obj: 0.000043, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.454693, Class: 0.909792, Obj: 0.010646, No Obj: 0.000055, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.942303, Class: 0.775767, Obj: 0.002854, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.547895, Class: 0.890571, Obj: 0.061917, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575166, Class: 0.963743, Obj: 0.019611, No Obj: 0.000047, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.574790, Class: 0.386819, Obj: 0.000340, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.589096, Class: 0.944442, Obj: 0.001571, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.252744, Class: 0.995573, Obj: 0.023505, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 925: 0.586455, 0.515880 avg loss, 0.000732 rate, 3.931668 seconds, 59200 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.725918, Class: 0.880968, Obj: 0.002836, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545957, Class: 0.950454, Obj: 0.007441, No Obj: 0.000045, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398526, Class: 0.995605, Obj: 0.303622, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594004, Class: 0.933796, Obj: 0.008676, No Obj: 0.000051, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565063, Class: 0.977567, Obj: 0.016757, No Obj: 0.000050, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580091, Class: 0.882852, Obj: 0.015781, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.575579, Class: 0.984384, Obj: 0.019299, No Obj: 0.000070, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594639, Class: 0.969713, Obj: 0.010415, No Obj: 0.000040, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713874, Class: 0.972062, Obj: 0.027265, No Obj: 0.000069, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.429136, Class: 0.933619, Obj: 0.049548, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660186, Class: 0.985815, Obj: 0.029785, No Obj: 0.000048, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.722093, Class: 0.956970, Obj: 0.096573, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.577995, Class: 0.968604, Obj: 0.085357, No Obj: 0.000148, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.278700, Class: 0.912380, Obj: 0.003362, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 926: 0.816071, 0.545899 avg loss, 0.000735 rate, 3.938318 seconds, 59264 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773767, Class: 0.988702, Obj: 0.291504, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705864, Class: 0.971957, Obj: 0.008197, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.502173, Class: 0.944869, Obj: 0.057907, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702800, Class: 0.936088, Obj: 0.004103, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577056, Class: 0.977313, Obj: 0.023652, No Obj: 0.000074, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.634468, Class: 0.944754, Obj: 0.053691, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.526239, Class: 0.932807, Obj: 0.025145, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.772385, Class: 0.980575, Obj: 0.055331, No Obj: 0.000077, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841240, Class: 0.989232, Obj: 0.137879, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573896, Class: 0.993824, Obj: 0.059395, No Obj: 0.000057, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642462, Class: 0.980777, Obj: 0.022692, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.667964, Class: 0.932143, Obj: 0.053410, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.691814, Class: 0.923801, Obj: 0.000639, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649820, Class: 0.982752, Obj: 0.026097, No Obj: 0.000094, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644664, Class: 0.957202, Obj: 0.069533, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544308, Class: 0.966847, Obj: 0.014724, No Obj: 0.000061, .5R: 0.400000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 927: 0.563238, 0.547633 avg loss, 0.000738 rate, 3.925169 seconds, 59328 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.725606, Class: 0.922642, Obj: 0.147089, No Obj: 0.000393, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.670062, Class: 0.978960, Obj: 0.004118, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692377, Class: 0.894839, Obj: 0.000589, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790885, Class: 0.946970, Obj: 0.075488, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.581557, Class: 0.992833, Obj: 0.072797, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513802, Class: 0.990102, Obj: 0.043004, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.531738, Class: 0.977232, Obj: 0.082812, No Obj: 0.000119, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.778903, Class: 0.872363, Obj: 0.039949, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.329748, Class: 0.993047, Obj: 0.227199, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745500, Class: 0.991247, Obj: 0.166046, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714732, Class: 0.995558, Obj: 0.399108, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639644, Class: 0.991130, Obj: 0.317812, No Obj: 0.000164, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534965, Class: 0.997437, Obj: 0.080442, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520013, Class: 0.991553, Obj: 0.497420, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772193, Class: 0.982011, Obj: 0.006198, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718059, Class: 0.980370, Obj: 0.181920, No Obj: 0.000171, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 928: 0.355295, 0.528399 avg loss, 0.000742 rate, 3.936392 seconds, 59392 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700317, Class: 0.986544, Obj: 0.059654, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694975, Class: 0.997144, Obj: 0.812401, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683503, Class: 0.917617, Obj: 0.013519, No Obj: 0.000103, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743671, Class: 0.998451, Obj: 0.380475, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611225, Class: 0.954491, Obj: 0.099016, No Obj: 0.000154, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696378, Class: 0.986217, Obj: 0.026395, No Obj: 0.000088, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736713, Class: 0.992083, Obj: 0.089943, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695383, Class: 0.982499, Obj: 0.062408, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612994, Class: 0.985751, Obj: 0.041749, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.430480, Class: 0.765814, Obj: 0.000441, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637512, Class: 0.986286, Obj: 0.100785, No Obj: 0.000168, .5R: 0.777778, .75R: 0.222222, count: 9 (next mAP calculation at 1000 iterations) 929: 0.494295, 0.524988 avg loss, 0.000745 rate, 3.922283 seconds, 59456 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698117, Class: 0.970520, Obj: 0.022099, No Obj: 0.000099, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.880338, Class: 0.944579, Obj: 0.200300, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.396953, Class: 0.960679, Obj: 0.001918, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677756, Class: 0.938630, Obj: 0.006019, No Obj: 0.000078, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737498, Class: 0.960605, Obj: 0.005707, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784795, Class: 0.986003, Obj: 0.015992, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.578566, Class: 0.838437, Obj: 0.003804, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715657, Class: 0.986015, Obj: 0.034080, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.837154, Class: 0.979660, Obj: 0.219216, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606095, Class: 0.984879, Obj: 0.002163, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693581, Class: 0.985555, Obj: 0.050264, No Obj: 0.000057, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780146, Class: 0.985815, Obj: 0.079898, No Obj: 0.000099, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613853, Class: 0.887743, Obj: 0.014870, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.648795, Class: 0.985877, Obj: 0.041189, No Obj: 0.000089, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 930: 0.543835, 0.526873 avg loss, 0.000748 rate, 3.937011 seconds, 59520 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588373, Class: 0.941528, Obj: 0.040544, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.678122, Class: 0.988642, Obj: 0.028905, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715100, Class: 0.995569, Obj: 0.108573, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.648178, Class: 0.981917, Obj: 0.000926, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654566, Class: 0.987970, Obj: 0.064426, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.672855, Class: 0.975773, Obj: 0.013497, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787339, Class: 0.990537, Obj: 0.024445, No Obj: 0.000058, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.752901, Class: 0.931325, Obj: 0.149840, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627813, Class: 0.966127, Obj: 0.029483, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630575, Class: 0.992916, Obj: 0.178817, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797880, Class: 0.997385, Obj: 0.036696, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622838, Class: 0.996589, Obj: 0.142617, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695672, Class: 0.945559, Obj: 0.016990, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727606, Class: 0.969349, Obj: 0.028742, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 931: 0.338195, 0.508005 avg loss, 0.000751 rate, 3.927221 seconds, 59584 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.661676, Class: 0.434492, Obj: 0.003360, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.385060, Class: 0.953968, Obj: 0.043790, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.608837, Class: 0.981849, Obj: 0.069201, No Obj: 0.000056, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.612847, Class: 0.965081, Obj: 0.154625, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642292, Class: 0.950016, Obj: 0.020040, No Obj: 0.000071, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.667561, Class: 0.894049, Obj: 0.001093, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.563234, Class: 0.974911, Obj: 0.055671, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610952, Class: 0.958365, Obj: 0.026098, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668022, Class: 0.956994, Obj: 0.042884, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.308490, Class: 0.832601, Obj: 0.000105, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.440573, Class: 0.962038, Obj: 0.065644, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472932, Class: 0.916074, Obj: 0.011944, No Obj: 0.000054, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.775373, Class: 0.892218, Obj: 0.287291, No Obj: 0.000289, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.715682, Class: 0.986639, Obj: 0.250321, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.599725, Class: 0.970020, Obj: 0.005723, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.418465, Class: 0.645263, Obj: 0.000009, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.742486, Class: 0.965967, Obj: 0.112573, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675791, Class: 0.977240, Obj: 0.004844, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515854, Class: 0.986087, Obj: 0.005641, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669190, Class: 0.971449, Obj: 0.011442, No Obj: 0.000062, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 1000 iterations) 932: 0.658870, 0.523092 avg loss, 0.000755 rate, 3.934714 seconds, 59648 images Loaded: 0.000099 seconds Region 82 Avg IOU: 0.532994, Class: 0.977351, Obj: 0.482004, No Obj: 0.000450, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.694363, Class: 0.923840, Obj: 0.017264, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657093, Class: 0.993261, Obj: 0.127652, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530078, Class: 0.993668, Obj: 0.027698, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684340, Class: 0.992927, Obj: 0.097799, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.523430, Class: 0.795127, Obj: 0.000432, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.574262, Class: 0.953409, Obj: 0.095176, No Obj: 0.000158, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.564565, Class: 0.970022, Obj: 0.025700, No Obj: 0.000052, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596824, Class: 0.969514, Obj: 0.322322, No Obj: 0.000184, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.519893, Class: 0.951917, Obj: 0.011603, No Obj: 0.000050, .5R: 0.500000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737061, Class: 0.992233, Obj: 0.084405, No Obj: 0.000056, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581270, Class: 0.973991, Obj: 0.009132, No Obj: 0.000039, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875354, Class: 0.966573, Obj: 0.043301, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676546, Class: 0.982995, Obj: 0.016848, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.610659, Class: 0.950022, Obj: 0.398636, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.390004, Class: 0.971691, Obj: 0.010834, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603514, Class: 0.988071, Obj: 0.050497, No Obj: 0.000082, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 933: 0.568605, 0.527643 avg loss, 0.000758 rate, 3.935234 seconds, 59712 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656623, Class: 0.918254, Obj: 0.001656, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758125, Class: 0.994593, Obj: 0.071461, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589248, Class: 0.997543, Obj: 0.147748, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630116, Class: 0.971008, Obj: 0.030948, No Obj: 0.000089, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609998, Class: 0.972855, Obj: 0.106627, No Obj: 0.000135, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.661057, Class: 0.973299, Obj: 0.020187, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785735, Class: 0.991961, Obj: 0.371759, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769772, Class: 0.982107, Obj: 0.029354, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794821, Class: 0.998225, Obj: 0.239107, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581890, Class: 0.965721, Obj: 0.029978, No Obj: 0.000167, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.661328, Class: 0.967171, Obj: 0.028247, No Obj: 0.000065, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.397619, Class: 0.998495, Obj: 0.365043, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659516, Class: 0.968546, Obj: 0.038556, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.828803, Class: 0.974470, Obj: 0.719093, No Obj: 0.000393, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706175, Class: 0.953776, Obj: 0.102310, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 934: 0.544142, 0.529293 avg loss, 0.000761 rate, 3.937234 seconds, 59776 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.678365, Class: 0.873910, Obj: 0.112741, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581518, Class: 0.991618, Obj: 0.030537, No Obj: 0.000135, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.737308, Class: 0.881930, Obj: 0.016552, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757913, Class: 0.967472, Obj: 0.014943, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719963, Class: 0.977502, Obj: 0.026072, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.615455, Class: 0.989934, Obj: 0.133933, No Obj: 0.000199, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668595, Class: 0.996699, Obj: 0.365998, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.466129, Class: 0.854548, Obj: 0.010837, No Obj: 0.000098, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480799, Class: 0.997363, Obj: 0.125033, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777525, Class: 0.989356, Obj: 0.128339, No Obj: 0.000168, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599652, Class: 0.988973, Obj: 0.002357, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640154, Class: 0.990400, Obj: 0.075342, No Obj: 0.000116, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.728016, Class: 0.950439, Obj: 0.111032, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746059, Class: 0.994677, Obj: 0.240038, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571851, Class: 0.970230, Obj: 0.072963, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.612789, Class: 0.860093, Obj: 0.033160, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.612627, Class: 0.954780, Obj: 0.000626, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597634, Class: 0.990457, Obj: 0.163407, No Obj: 0.000144, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 935: 0.519299, 0.528294 avg loss, 0.000764 rate, 3.932718 seconds, 59840 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426432, Class: 0.998833, Obj: 0.076806, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622922, Class: 0.989109, Obj: 0.135991, No Obj: 0.000143, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.499872, Class: 0.937915, Obj: 0.001270, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.902685, Class: 0.920512, Obj: 0.005453, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.584187, Class: 0.939611, Obj: 0.049056, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734743, Class: 0.990385, Obj: 0.067087, No Obj: 0.000101, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678079, Class: 0.931423, Obj: 0.021441, No Obj: 0.000112, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581371, Class: 0.968740, Obj: 0.001724, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.738119, Class: 0.985431, Obj: 0.080809, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592157, Class: 0.893486, Obj: 0.004569, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597378, Class: 0.975310, Obj: 0.067153, No Obj: 0.000121, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536895, Class: 0.948387, Obj: 0.057102, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593747, Class: 0.999797, Obj: 0.251428, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808924, Class: 0.987090, Obj: 0.039415, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628591, Class: 0.976397, Obj: 0.014435, No Obj: 0.000096, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 1000 iterations) 936: 0.579396, 0.533404 avg loss, 0.000768 rate, 3.932446 seconds, 59904 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557697, Class: 0.974982, Obj: 0.106994, No Obj: 0.000128, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.643216, Class: 0.984218, Obj: 0.018526, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694099, Class: 0.903632, Obj: 0.001517, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731426, Class: 0.994052, Obj: 0.096851, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599517, Class: 0.993646, Obj: 0.378653, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.542340, Class: 0.967824, Obj: 0.047492, No Obj: 0.000074, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603890, Class: 0.942398, Obj: 0.207934, No Obj: 0.000249, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.814598, Class: 0.990952, Obj: 0.071181, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685763, Class: 0.996762, Obj: 0.245030, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.539100, Class: 0.945908, Obj: 0.004748, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.777017, Class: 0.842922, Obj: 0.089924, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696915, Class: 0.994790, Obj: 0.023360, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646905, Class: 0.988823, Obj: 0.010429, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745921, Class: 0.966635, Obj: 0.039420, No Obj: 0.000250, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.602510, Class: 0.990270, Obj: 0.051645, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 937: 0.545969, 0.534660 avg loss, 0.000771 rate, 3.929971 seconds, 59968 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565633, Class: 0.972992, Obj: 0.008211, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.669006, Class: 0.968377, Obj: 0.023045, No Obj: 0.000043, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655745, Class: 0.997994, Obj: 0.113904, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711820, Class: 0.988889, Obj: 0.056233, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.403838, Class: 0.965571, Obj: 0.017184, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769840, Class: 0.988374, Obj: 0.121645, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685911, Class: 0.729089, Obj: 0.015382, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724481, Class: 0.993124, Obj: 0.061844, No Obj: 0.000061, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831396, Class: 0.995774, Obj: 0.076352, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.554973, Class: 0.991587, Obj: 0.077691, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458982, Class: 0.997951, Obj: 0.608021, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651416, Class: 0.987595, Obj: 0.054999, No Obj: 0.000066, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685667, Class: 0.858545, Obj: 0.007082, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616474, Class: 0.983949, Obj: 0.024275, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 938: 0.509947, 0.532189 avg loss, 0.000774 rate, 3.922564 seconds, 60032 images Loaded: 0.000029 seconds Region 82 Avg IOU: 0.732297, Class: 0.862787, Obj: 0.007510, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.580366, Class: 0.925121, Obj: 0.019201, No Obj: 0.000127, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.592111, Class: 0.980246, Obj: 0.072653, No Obj: 0.000095, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765028, Class: 0.973782, Obj: 0.063138, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.572039, Class: 0.885787, Obj: 0.007977, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720585, Class: 0.989384, Obj: 0.031723, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.590015, Class: 0.982512, Obj: 0.044317, No Obj: 0.000080, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558423, Class: 0.997436, Obj: 0.071138, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713916, Class: 0.993535, Obj: 0.040393, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660643, Class: 0.993975, Obj: 0.108081, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.778882, Class: 0.875799, Obj: 0.013533, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.709755, Class: 0.912548, Obj: 0.001101, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705773, Class: 0.982039, Obj: 0.056861, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552023, Class: 0.988025, Obj: 0.032423, No Obj: 0.000069, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596961, Class: 0.952595, Obj: 0.190544, No Obj: 0.000333, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.691922, Class: 0.986445, Obj: 0.100505, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 939: 0.588437, 0.537814 avg loss, 0.000777 rate, 3.912556 seconds, 60096 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684247, Class: 0.964847, Obj: 0.175315, No Obj: 0.000216, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.526743, Class: 0.985778, Obj: 0.155516, No Obj: 0.000126, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622517, Class: 0.996989, Obj: 0.117841, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606918, Class: 0.974472, Obj: 0.115665, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742133, Class: 0.990519, Obj: 0.083739, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900622, Class: 0.996796, Obj: 0.699174, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791146, Class: 0.989619, Obj: 0.377471, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598439, Class: 0.959954, Obj: 0.018599, No Obj: 0.000075, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768043, Class: 0.974218, Obj: 0.011086, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.767735, Class: 0.961842, Obj: 0.040535, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.658367, Class: 0.968425, Obj: 0.123879, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.507898, Class: 0.980272, Obj: 0.079775, No Obj: 0.000123, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.307304, Class: 0.995072, Obj: 0.058396, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601418, Class: 0.977607, Obj: 0.111529, No Obj: 0.000110, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 940: 0.602345, 0.544267 avg loss, 0.000781 rate, 3.945787 seconds, 60160 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539753, Class: 0.995590, Obj: 0.741081, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.601273, Class: 0.978365, Obj: 0.027243, No Obj: 0.000066, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596610, Class: 0.974455, Obj: 0.028402, No Obj: 0.000088, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572179, Class: 0.969505, Obj: 0.017022, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512671, Class: 0.982337, Obj: 0.615051, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450958, Class: 0.924087, Obj: 0.061846, No Obj: 0.000072, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715018, Class: 0.983847, Obj: 0.106426, No Obj: 0.000100, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.826949, Class: 0.964117, Obj: 0.046773, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.538065, Class: 0.993353, Obj: 0.417839, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694899, Class: 0.973662, Obj: 0.014288, No Obj: 0.000084, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750424, Class: 0.961977, Obj: 0.234070, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779936, Class: 0.991895, Obj: 0.174242, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705331, Class: 0.993092, Obj: 0.213178, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 941: 0.555745, 0.545415 avg loss, 0.000784 rate, 3.917068 seconds, 60224 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.725750, Class: 0.970985, Obj: 0.201718, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.541503, Class: 0.934732, Obj: 0.014575, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508677, Class: 0.974827, Obj: 0.007201, No Obj: 0.000050, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566675, Class: 0.982980, Obj: 0.066887, No Obj: 0.000108, .5R: 0.500000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552771, Class: 0.892218, Obj: 0.003424, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.757062, Class: 0.975293, Obj: 0.105854, No Obj: 0.000128, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563248, Class: 0.892969, Obj: 0.025760, No Obj: 0.000156, .5R: 0.500000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.778900, Class: 0.977748, Obj: 0.139301, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.482924, Class: 0.884939, Obj: 0.043819, No Obj: 0.000205, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.869655, Class: 0.979952, Obj: 0.700447, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679412, Class: 0.980746, Obj: 0.094767, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.647352, Class: 0.944604, Obj: 0.009838, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686919, Class: 0.981750, Obj: 0.075607, No Obj: 0.000121, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.577825, Class: 0.971869, Obj: 0.408791, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671988, Class: 0.973624, Obj: 0.016793, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806898, Class: 0.978764, Obj: 0.123971, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537252, Class: 0.957720, Obj: 0.084747, No Obj: 0.000082, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 942: 0.673802, 0.558253 avg loss, 0.000787 rate, 3.943270 seconds, 60288 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642229, Class: 0.988737, Obj: 0.000595, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662737, Class: 0.982715, Obj: 0.040054, No Obj: 0.000091, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680177, Class: 0.911318, Obj: 0.027676, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.687984, Class: 0.987713, Obj: 0.044535, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753301, Class: 0.978632, Obj: 0.114399, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819586, Class: 0.996565, Obj: 0.126485, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648726, Class: 0.959370, Obj: 0.018975, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602875, Class: 0.983385, Obj: 0.125495, No Obj: 0.000127, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784767, Class: 0.996040, Obj: 0.149275, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627228, Class: 0.948003, Obj: 0.070151, No Obj: 0.000142, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631952, Class: 0.964161, Obj: 0.031675, No Obj: 0.000114, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.286996, Class: 0.857807, Obj: 0.009465, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.572196, Class: 0.997353, Obj: 0.525917, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 943: 0.440766, 0.546505 avg loss, 0.000791 rate, 3.930419 seconds, 60352 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.574668, Class: 0.893765, Obj: 0.132686, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.583132, Class: 0.981339, Obj: 0.183562, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.334755, Class: 0.988649, Obj: 0.206626, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.416032, Class: 0.951152, Obj: 0.020111, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.545874, Class: 0.996553, Obj: 0.117788, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517905, Class: 0.955991, Obj: 0.026219, No Obj: 0.000097, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591191, Class: 0.945060, Obj: 0.102231, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559123, Class: 0.952803, Obj: 0.046547, No Obj: 0.000082, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660138, Class: 0.988413, Obj: 0.051957, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.424562, Class: 0.911221, Obj: 0.017417, No Obj: 0.000086, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638506, Class: 0.975999, Obj: 0.086139, No Obj: 0.000181, .5R: 0.900000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670870, Class: 0.968522, Obj: 0.152115, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617911, Class: 0.858885, Obj: 0.020059, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.681131, Class: 0.961690, Obj: 0.033401, No Obj: 0.000097, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656103, Class: 0.969079, Obj: 0.170310, No Obj: 0.000128, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 944: 0.601765, 0.552031 avg loss, 0.000794 rate, 3.924848 seconds, 60416 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745603, Class: 0.917211, Obj: 0.044828, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697118, Class: 0.993731, Obj: 0.020228, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.642385, Class: 0.852688, Obj: 0.129139, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700938, Class: 0.984092, Obj: 0.032048, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698947, Class: 0.955063, Obj: 0.000662, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606700, Class: 0.973740, Obj: 0.052981, No Obj: 0.000103, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836688, Class: 0.937466, Obj: 0.156582, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772001, Class: 0.983148, Obj: 0.115175, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684642, Class: 0.981650, Obj: 0.048918, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586066, Class: 0.968543, Obj: 0.052721, No Obj: 0.000088, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504048, Class: 0.997945, Obj: 0.110041, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620834, Class: 0.984180, Obj: 0.050475, No Obj: 0.000081, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.738310, Class: 0.914148, Obj: 0.129139, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.519576, Class: 0.975431, Obj: 0.048015, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.581686, Class: 0.973871, Obj: 0.070892, No Obj: 0.000078, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 945: 0.456238, 0.542451 avg loss, 0.000797 rate, 3.939085 seconds, 60480 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597370, Class: 0.967320, Obj: 0.140524, No Obj: 0.000086, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.429344, Class: 0.936285, Obj: 0.006349, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.604158, Class: 0.980509, Obj: 0.018825, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.440600, Class: 0.887268, Obj: 0.000149, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722200, Class: 0.989546, Obj: 0.036546, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.617303, Class: 0.976226, Obj: 0.053165, No Obj: 0.000056, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.442999, Class: 0.980918, Obj: 0.003196, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.865425, Class: 0.992279, Obj: 0.302538, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613125, Class: 0.998666, Obj: 0.052504, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719347, Class: 0.959852, Obj: 0.114037, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.822845, Class: 0.979582, Obj: 0.032706, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000280, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528355, Class: 0.941005, Obj: 0.002305, No Obj: 0.000058, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719733, Class: 0.978154, Obj: 0.014486, No Obj: 0.000063, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 1000 iterations) 946: 0.547745, 0.542981 avg loss, 0.000801 rate, 3.936086 seconds, 60544 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769317, Class: 0.982452, Obj: 0.078449, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707846, Class: 0.983580, Obj: 0.014336, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564297, Class: 0.997470, Obj: 0.007329, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689517, Class: 0.972621, Obj: 0.010153, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561899, Class: 0.999003, Obj: 0.457573, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.532901, Class: 0.930502, Obj: 0.010070, No Obj: 0.000051, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779998, Class: 0.984993, Obj: 0.007308, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650082, Class: 0.981125, Obj: 0.020544, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711693, Class: 0.918843, Obj: 0.038320, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.563713, Class: 0.917264, Obj: 0.025587, No Obj: 0.000044, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621316, Class: 0.981303, Obj: 0.074471, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.342076, Class: 0.880202, Obj: 0.010767, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576181, Class: 0.975953, Obj: 0.043038, No Obj: 0.000064, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883708, Class: 0.987002, Obj: 0.187092, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792720, Class: 0.985522, Obj: 0.051386, No Obj: 0.000058, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1000 iterations) 947: 0.497123, 0.538395 avg loss, 0.000804 rate, 3.919877 seconds, 60608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575613, Class: 0.984384, Obj: 0.009697, No Obj: 0.000061, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748185, Class: 0.944613, Obj: 0.010062, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780243, Class: 0.984162, Obj: 0.065417, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.542115, Class: 0.981369, Obj: 0.007292, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657688, Class: 0.980175, Obj: 0.070514, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696594, Class: 0.996684, Obj: 0.318407, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.394503, Class: 0.955586, Obj: 0.045451, No Obj: 0.000062, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.302539, Class: 0.682591, Obj: 0.000008, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555696, Class: 0.985422, Obj: 0.006179, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564483, Class: 0.938260, Obj: 0.328614, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701546, Class: 0.975405, Obj: 0.051821, No Obj: 0.000061, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525903, Class: 0.990638, Obj: 0.063227, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.738832, Class: 0.889575, Obj: 0.024881, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.636023, Class: 0.996963, Obj: 0.088320, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750846, Class: 0.972207, Obj: 0.005484, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 948: 0.500529, 0.534608 avg loss, 0.000808 rate, 3.923419 seconds, 60672 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734781, Class: 0.991231, Obj: 0.093904, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682234, Class: 0.978374, Obj: 0.014240, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629665, Class: 0.986445, Obj: 0.072224, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.688167, Class: 0.928891, Obj: 0.004878, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784682, Class: 0.993490, Obj: 0.043987, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704634, Class: 0.968073, Obj: 0.032961, No Obj: 0.000064, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672841, Class: 0.941088, Obj: 0.033883, No Obj: 0.000068, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697038, Class: 0.942266, Obj: 0.071990, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687416, Class: 0.982632, Obj: 0.067351, No Obj: 0.000080, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.821389, Class: 0.863822, Obj: 0.019140, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828834, Class: 0.975884, Obj: 0.041802, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586437, Class: 0.971440, Obj: 0.000309, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753132, Class: 0.979534, Obj: 0.042893, No Obj: 0.000066, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1000 iterations) 949: 0.425946, 0.523742 avg loss, 0.000811 rate, 3.941477 seconds, 60736 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669418, Class: 0.993208, Obj: 0.103752, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.713710, Class: 0.974252, Obj: 0.059545, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703060, Class: 0.987985, Obj: 0.104422, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668101, Class: 0.991276, Obj: 0.086446, No Obj: 0.000063, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606589, Class: 0.979408, Obj: 0.027086, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745513, Class: 0.904952, Obj: 0.003685, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711100, Class: 0.973713, Obj: 0.079380, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.678148, Class: 0.961994, Obj: 0.050944, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640439, Class: 0.943071, Obj: 0.040635, No Obj: 0.000102, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531018, Class: 0.963020, Obj: 0.108349, No Obj: 0.000126, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.515046, Class: 0.971104, Obj: 0.563552, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.863406, Class: 0.984993, Obj: 0.120588, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783912, Class: 0.977452, Obj: 0.109228, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 950: 0.396591, 0.511027 avg loss, 0.000815 rate, 3.923016 seconds, 60800 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707733, Class: 0.974956, Obj: 0.159090, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713429, Class: 0.976246, Obj: 0.092497, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687721, Class: 0.968984, Obj: 0.005194, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643600, Class: 0.995049, Obj: 0.104048, No Obj: 0.000072, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587399, Class: 0.787945, Obj: 0.001457, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.657759, Class: 0.973246, Obj: 0.118795, No Obj: 0.000092, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728616, Class: 0.968071, Obj: 0.008973, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592971, Class: 0.962380, Obj: 0.071725, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.707435, Class: 0.963180, Obj: 0.144037, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.796205, Class: 0.997169, Obj: 0.258828, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.378461, Class: 0.922031, Obj: 0.001276, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.322969, Class: 0.828916, Obj: 0.000191, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.571696, Class: 0.955030, Obj: 0.019052, No Obj: 0.000094, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636626, Class: 0.982762, Obj: 0.129588, No Obj: 0.000089, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 951: 0.474042, 0.507328 avg loss, 0.000818 rate, 3.923842 seconds, 60864 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.321619, Class: 0.920516, Obj: 0.003137, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588206, Class: 0.984739, Obj: 0.171439, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696298, Class: 0.986238, Obj: 0.014878, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680562, Class: 0.982577, Obj: 0.032656, No Obj: 0.000128, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.580012, Class: 0.960495, Obj: 0.033896, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.795432, Class: 0.994900, Obj: 0.635252, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706081, Class: 0.976049, Obj: 0.016057, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580027, Class: 0.948102, Obj: 0.018898, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711397, Class: 0.986801, Obj: 0.125011, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572605, Class: 0.956381, Obj: 0.083814, No Obj: 0.000139, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.630167, Class: 0.962193, Obj: 0.095096, No Obj: 0.000117, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803422, Class: 0.981636, Obj: 0.043882, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.329111, Class: 0.881879, Obj: 0.000740, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708099, Class: 0.979426, Obj: 0.069950, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681027, Class: 0.994848, Obj: 0.215762, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539841, Class: 0.981257, Obj: 0.095332, No Obj: 0.000096, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 952: 0.511730, 0.507769 avg loss, 0.000821 rate, 3.924578 seconds, 60928 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818707, Class: 0.999035, Obj: 0.248131, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.561128, Class: 0.985974, Obj: 0.082027, No Obj: 0.000089, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767423, Class: 0.924504, Obj: 0.164525, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703658, Class: 0.988739, Obj: 0.095747, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490645, Class: 0.961766, Obj: 0.070449, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662900, Class: 0.982167, Obj: 0.026570, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693358, Class: 0.981593, Obj: 0.022441, No Obj: 0.000084, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.728484, Class: 0.936311, Obj: 0.001775, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.846150, Class: 0.996778, Obj: 0.382032, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628342, Class: 0.988620, Obj: 0.014572, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698181, Class: 0.990753, Obj: 0.033480, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.614178, Class: 0.960419, Obj: 0.049079, No Obj: 0.000083, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661239, Class: 0.986133, Obj: 0.194048, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861600, Class: 0.846174, Obj: 0.013174, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694471, Class: 0.975292, Obj: 0.028140, No Obj: 0.000088, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 1000 iterations) 953: 0.518632, 0.508855 avg loss, 0.000825 rate, 3.919685 seconds, 60992 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603203, Class: 0.958927, Obj: 0.112693, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.677840, Class: 0.982738, Obj: 0.098352, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713218, Class: 0.996741, Obj: 0.623359, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.526154, Class: 0.982247, Obj: 0.010573, No Obj: 0.000074, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632930, Class: 0.997420, Obj: 0.213674, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810744, Class: 0.990737, Obj: 0.124316, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628984, Class: 0.989266, Obj: 0.254503, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.606173, Class: 0.988924, Obj: 0.155900, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774504, Class: 0.995613, Obj: 0.454873, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602491, Class: 0.955319, Obj: 0.129769, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.584262, Class: 0.951559, Obj: 0.118969, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763714, Class: 0.969407, Obj: 0.032525, No Obj: 0.000074, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640078, Class: 0.969811, Obj: 0.088530, No Obj: 0.000092, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638881, Class: 0.978046, Obj: 0.076245, No Obj: 0.000088, .5R: 0.750000, .75R: 0.375000, count: 8 (next mAP calculation at 1000 iterations) 954: 0.467823, 0.504752 avg loss, 0.000828 rate, 3.926585 seconds, 61056 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502187, Class: 0.940052, Obj: 0.020848, No Obj: 0.000123, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.492237, Class: 0.964704, Obj: 0.057912, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595892, Class: 0.936212, Obj: 0.069540, No Obj: 0.000123, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.790379, Class: 0.979567, Obj: 0.052944, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745775, Class: 0.984774, Obj: 0.057374, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628009, Class: 0.996664, Obj: 0.258570, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644380, Class: 0.982210, Obj: 0.069991, No Obj: 0.000106, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564783, Class: 0.968587, Obj: 0.015806, No Obj: 0.000087, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.858365, Class: 0.862062, Obj: 0.004201, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.822745, Class: 0.979746, Obj: 0.008636, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.495245, Class: 0.963348, Obj: 0.024229, No Obj: 0.000063, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583198, Class: 0.982053, Obj: 0.019252, No Obj: 0.000114, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533988, Class: 0.992143, Obj: 0.129696, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627232, Class: 0.986573, Obj: 0.154761, No Obj: 0.000091, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 955: 0.642144, 0.518491 avg loss, 0.000832 rate, 3.927932 seconds, 61120 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780575, Class: 0.991578, Obj: 0.236755, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748992, Class: 0.986984, Obj: 0.056660, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820650, Class: 0.992015, Obj: 0.193195, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.630555, Class: 0.984231, Obj: 0.084620, No Obj: 0.000137, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.721734, Class: 0.952639, Obj: 0.030339, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768327, Class: 0.979787, Obj: 0.070943, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692122, Class: 0.980541, Obj: 0.091590, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647763, Class: 0.972760, Obj: 0.149058, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745998, Class: 0.967896, Obj: 0.104327, No Obj: 0.000121, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657805, Class: 0.989414, Obj: 0.090614, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929150, Class: 0.951757, Obj: 0.033396, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670418, Class: 0.970271, Obj: 0.016915, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.753724, Class: 0.947404, Obj: 0.015778, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677488, Class: 0.991197, Obj: 0.010606, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 956: 0.385338, 0.505176 avg loss, 0.000835 rate, 3.926589 seconds, 61184 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.532695, Class: 0.396920, Obj: 0.004720, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602726, Class: 0.992786, Obj: 0.008870, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.577381, Class: 0.851033, Obj: 0.000299, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.498616, Class: 0.916650, Obj: 0.003781, No Obj: 0.000128, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626589, Class: 0.935934, Obj: 0.028328, No Obj: 0.000067, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812988, Class: 0.945655, Obj: 0.001782, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605424, Class: 0.957380, Obj: 0.000123, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727735, Class: 0.993099, Obj: 0.122039, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659222, Class: 0.967026, Obj: 0.021500, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879782, Class: 0.988685, Obj: 0.317518, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702203, Class: 0.981964, Obj: 0.057275, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682779, Class: 0.962549, Obj: 0.139250, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.597725, Class: 0.954035, Obj: 0.020695, No Obj: 0.000080, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769257, Class: 0.955299, Obj: 0.062725, No Obj: 0.000083, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615601, Class: 0.997828, Obj: 0.218307, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703711, Class: 0.983951, Obj: 0.117974, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 957: 0.445034, 0.499162 avg loss, 0.000839 rate, 3.923629 seconds, 61248 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712758, Class: 0.989595, Obj: 0.125457, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620686, Class: 0.991976, Obj: 0.191036, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.819001, Class: 0.971073, Obj: 0.111274, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574107, Class: 0.989530, Obj: 0.094639, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776931, Class: 0.942693, Obj: 0.012842, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.521581, Class: 0.985417, Obj: 0.036117, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734736, Class: 0.953586, Obj: 0.287006, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608957, Class: 0.979114, Obj: 0.016398, No Obj: 0.000048, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564887, Class: 0.995673, Obj: 0.075957, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.819171, Class: 0.994360, Obj: 0.148775, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725496, Class: 0.991009, Obj: 0.369758, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659899, Class: 0.992909, Obj: 0.049701, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.531194, Class: 0.977784, Obj: 0.204095, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788590, Class: 0.940598, Obj: 0.009284, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.519377, Class: 0.943588, Obj: 0.001757, No Obj: 0.000050, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 958: 0.433064, 0.492552 avg loss, 0.000842 rate, 3.927483 seconds, 61312 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644129, Class: 0.990012, Obj: 0.014050, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.574276, Class: 0.901799, Obj: 0.020494, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.522719, Class: 0.996633, Obj: 0.250925, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.475443, Class: 0.980392, Obj: 0.016625, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693323, Class: 0.984961, Obj: 0.016729, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.729514, Class: 0.837005, Obj: 0.065093, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.501657, Class: 0.995248, Obj: 0.129512, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766806, Class: 0.964905, Obj: 0.033840, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.626259, Class: 0.983428, Obj: 0.218107, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581570, Class: 0.994957, Obj: 0.064060, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.689741, Class: 0.786873, Obj: 0.027274, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.512607, Class: 0.936324, Obj: 0.029370, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.594918, Class: 0.983796, Obj: 0.045075, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628534, Class: 0.996045, Obj: 0.476760, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.684881, Class: 0.984052, Obj: 0.034741, No Obj: 0.000096, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.663550, Class: 0.857940, Obj: 0.130939, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758379, Class: 0.967865, Obj: 0.010606, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.552072, Class: 0.975201, Obj: 0.026676, No Obj: 0.000085, .5R: 0.333333, .75R: 0.166667, count: 6 (next mAP calculation at 1000 iterations) 959: 0.643523, 0.507649 avg loss, 0.000846 rate, 3.922149 seconds, 61376 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632662, Class: 0.983561, Obj: 0.031120, No Obj: 0.000098, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609664, Class: 0.919568, Obj: 0.033797, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.566545, Class: 0.966807, Obj: 0.059117, No Obj: 0.000064, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.443561, Class: 0.917273, Obj: 0.064909, No Obj: 0.000143, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.762222, Class: 0.997015, Obj: 0.255900, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652767, Class: 0.994686, Obj: 0.051434, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667019, Class: 0.997855, Obj: 0.008546, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.620178, Class: 0.615343, Obj: 0.000013, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.715507, Class: 0.960415, Obj: 0.087266, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.483223, Class: 0.985425, Obj: 0.111363, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675849, Class: 0.994245, Obj: 0.048547, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747733, Class: 0.995262, Obj: 0.041223, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.522246, Class: 0.996067, Obj: 0.377737, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.812409, Class: 0.995146, Obj: 0.075334, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1000 iterations) 960: 0.367589, 0.493643 avg loss, 0.000849 rate, 3.930337 seconds, 61440 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.729638, Class: 0.825024, Obj: 0.007049, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.760646, Class: 0.964729, Obj: 0.192461, No Obj: 0.000263, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729369, Class: 0.923014, Obj: 0.053854, No Obj: 0.000071, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677227, Class: 0.992163, Obj: 0.060069, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.292889, Class: 0.852962, Obj: 0.012022, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657709, Class: 0.984051, Obj: 0.022938, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577781, Class: 0.956673, Obj: 0.099874, No Obj: 0.000199, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.834824, Class: 0.987986, Obj: 0.069884, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.429050, Class: 0.998355, Obj: 0.496228, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.476850, Class: 0.990042, Obj: 0.041666, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623013, Class: 0.919428, Obj: 0.018016, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553032, Class: 0.987538, Obj: 0.156936, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560141, Class: 0.970376, Obj: 0.000312, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758203, Class: 0.982751, Obj: 0.040295, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.744632, Class: 0.938253, Obj: 0.006665, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737946, Class: 0.980261, Obj: 0.166774, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715205, Class: 0.989086, Obj: 0.017042, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 961: 0.524099, 0.496689 avg loss, 0.000853 rate, 3.921664 seconds, 61504 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710471, Class: 0.983721, Obj: 0.121873, No Obj: 0.000104, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434607, Class: 0.899161, Obj: 0.076141, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554854, Class: 0.987669, Obj: 0.039593, No Obj: 0.000085, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523896, Class: 0.991531, Obj: 0.166096, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726199, Class: 0.977966, Obj: 0.122632, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600379, Class: 0.985909, Obj: 0.077374, No Obj: 0.000110, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623271, Class: 0.985526, Obj: 0.035090, No Obj: 0.000151, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561286, Class: 0.974375, Obj: 0.080318, No Obj: 0.000125, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.603911, Class: 0.973444, Obj: 0.093850, No Obj: 0.000159, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.778823, Class: 0.884339, Obj: 0.206804, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639126, Class: 0.964357, Obj: 0.025356, No Obj: 0.000113, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.339772, Class: 0.968545, Obj: 0.081511, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663293, Class: 0.992719, Obj: 0.189707, No Obj: 0.000106, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 962: 0.506329, 0.497653 avg loss, 0.000856 rate, 3.912164 seconds, 61568 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837006, Class: 0.967826, Obj: 0.010257, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687302, Class: 0.974887, Obj: 0.120645, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567900, Class: 0.973600, Obj: 0.008411, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592897, Class: 0.993279, Obj: 0.292683, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.652210, Class: 0.974298, Obj: 0.173891, No Obj: 0.000119, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509958, Class: 0.992231, Obj: 0.066162, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744614, Class: 0.992276, Obj: 0.257546, No Obj: 0.000129, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.574533, Class: 0.927237, Obj: 0.000156, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637144, Class: 0.989623, Obj: 0.114919, No Obj: 0.000086, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660558, Class: 0.974621, Obj: 0.109505, No Obj: 0.000123, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684764, Class: 0.987561, Obj: 0.062943, No Obj: 0.000104, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563990, Class: 0.982286, Obj: 0.023411, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 963: 0.392028, 0.487090 avg loss, 0.000860 rate, 3.917416 seconds, 61632 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777336, Class: 0.992268, Obj: 0.095544, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623666, Class: 0.988398, Obj: 0.021183, No Obj: 0.000108, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.617889, Class: 0.983107, Obj: 0.060604, No Obj: 0.000050, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510484, Class: 0.971201, Obj: 0.142823, No Obj: 0.000092, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.709332, Class: 0.980727, Obj: 0.054689, No Obj: 0.000055, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654614, Class: 0.993629, Obj: 0.098795, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618996, Class: 0.972079, Obj: 0.059303, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697042, Class: 0.992919, Obj: 0.131301, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.468036, Class: 0.967239, Obj: 0.102455, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.832505, Class: 0.989629, Obj: 0.198655, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671126, Class: 0.976661, Obj: 0.077965, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528395, Class: 0.975074, Obj: 0.019817, No Obj: 0.000099, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690688, Class: 0.959542, Obj: 0.024453, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.492850, Class: 0.932749, Obj: 0.047590, No Obj: 0.000051, .5R: 0.400000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 964: 0.594004, 0.497782 avg loss, 0.000864 rate, 3.917330 seconds, 61696 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744296, Class: 0.995251, Obj: 0.069287, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574506, Class: 0.995585, Obj: 0.453708, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.529015, Class: 0.976168, Obj: 0.060155, No Obj: 0.000065, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.660256, Class: 0.965200, Obj: 0.250651, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.950039, Class: 0.996885, Obj: 0.100430, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.359986, Class: 0.980137, Obj: 0.009956, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608173, Class: 0.954061, Obj: 0.220196, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543036, Class: 0.989717, Obj: 0.043045, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714589, Class: 0.791303, Obj: 0.002370, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688860, Class: 0.992314, Obj: 0.087902, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.434460, Class: 0.973330, Obj: 0.029027, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584872, Class: 0.888523, Obj: 0.000764, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633753, Class: 0.988376, Obj: 0.080773, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572003, Class: 0.921383, Obj: 0.022397, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.867891, Class: 0.996197, Obj: 0.377464, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1000 iterations) 965: 0.420387, 0.490042 avg loss, 0.000867 rate, 3.920861 seconds, 61760 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537366, Class: 0.967819, Obj: 0.041782, No Obj: 0.000053, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578926, Class: 0.987862, Obj: 0.180732, No Obj: 0.000073, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650328, Class: 0.980626, Obj: 0.122963, No Obj: 0.000063, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563546, Class: 0.990563, Obj: 0.091947, No Obj: 0.000103, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563385, Class: 0.982083, Obj: 0.098387, No Obj: 0.000070, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000410, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813057, Class: 0.980670, Obj: 0.009425, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672504, Class: 0.991583, Obj: 0.090559, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.394763, Class: 0.931482, Obj: 0.009534, No Obj: 0.000060, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.441798, Class: 0.984519, Obj: 0.018306, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722286, Class: 0.997401, Obj: 0.176266, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613963, Class: 0.987223, Obj: 0.083571, No Obj: 0.000110, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1000 iterations) 966: 0.617946, 0.502832 avg loss, 0.000871 rate, 3.923227 seconds, 61824 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601058, Class: 0.810664, Obj: 0.079186, No Obj: 0.000087, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.661153, Class: 0.975841, Obj: 0.018412, No Obj: 0.000032, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.601867, Class: 0.835855, Obj: 0.193719, No Obj: 0.000809, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.658064, Class: 0.994732, Obj: 0.114558, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.608065, Class: 0.912313, Obj: 0.012424, No Obj: 0.000048, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.625226, Class: 0.961512, Obj: 0.099641, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.527187, Class: 0.994101, Obj: 0.058289, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649534, Class: 0.990614, Obj: 0.107101, No Obj: 0.000122, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669877, Class: 0.988373, Obj: 0.382467, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728921, Class: 0.996198, Obj: 0.006807, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630845, Class: 0.986089, Obj: 0.065038, No Obj: 0.000143, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746444, Class: 0.985643, Obj: 0.135374, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706132, Class: 0.961219, Obj: 0.102284, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.646805, Class: 0.973227, Obj: 0.037952, No Obj: 0.000104, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550302, Class: 0.995299, Obj: 0.102899, No Obj: 0.000143, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.534264, Class: 0.942594, Obj: 0.090199, No Obj: 0.000076, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 967: 0.576352, 0.510184 avg loss, 0.000874 rate, 3.920829 seconds, 61888 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823002, Class: 0.995498, Obj: 0.104776, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687807, Class: 0.952367, Obj: 0.077359, No Obj: 0.000144, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.637862, Class: 0.980417, Obj: 0.255213, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647075, Class: 0.959722, Obj: 0.116585, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.669819, Class: 0.976902, Obj: 0.058853, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779210, Class: 0.882151, Obj: 0.001289, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650520, Class: 0.954517, Obj: 0.135389, No Obj: 0.000089, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525583, Class: 0.975615, Obj: 0.005958, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665290, Class: 0.987331, Obj: 0.153734, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.393439, Class: 0.860997, Obj: 0.000727, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628035, Class: 0.981543, Obj: 0.046443, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.681454, Class: 0.975485, Obj: 0.037657, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.632824, Class: 0.921615, Obj: 0.013405, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514420, Class: 0.986783, Obj: 0.197618, No Obj: 0.000069, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741993, Class: 0.994852, Obj: 0.310400, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524906, Class: 0.976027, Obj: 0.019426, No Obj: 0.000076, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534922, Class: 0.985946, Obj: 0.289136, No Obj: 0.000182, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.726766, Class: 0.988074, Obj: 0.084860, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 968: 0.520253, 0.511191 avg loss, 0.000878 rate, 3.922885 seconds, 61952 images Loaded: 0.000092 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710989, Class: 0.964366, Obj: 0.001138, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721461, Class: 0.948048, Obj: 0.026093, No Obj: 0.000081, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.614277, Class: 0.979749, Obj: 0.209259, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825539, Class: 0.979497, Obj: 0.007646, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681509, Class: 0.980387, Obj: 0.063113, No Obj: 0.000096, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577888, Class: 0.973669, Obj: 0.012518, No Obj: 0.000124, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.725551, Class: 0.944250, Obj: 0.025792, No Obj: 0.000048, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668638, Class: 0.966414, Obj: 0.038812, No Obj: 0.000084, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.480713, Class: 0.936621, Obj: 0.007158, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.567802, Class: 0.858954, Obj: 0.001413, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704617, Class: 0.966155, Obj: 0.020217, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681500, Class: 0.992004, Obj: 0.139334, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704340, Class: 0.961766, Obj: 0.036726, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649333, Class: 0.942182, Obj: 0.417896, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665266, Class: 0.988408, Obj: 0.081993, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609850, Class: 0.987294, Obj: 0.061676, No Obj: 0.000066, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 969: 0.536182, 0.513690 avg loss, 0.000882 rate, 3.921620 seconds, 62016 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.583512, Class: 0.960631, Obj: 0.020513, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.769949, Class: 0.995440, Obj: 0.203165, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612147, Class: 0.978662, Obj: 0.014837, No Obj: 0.000056, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682328, Class: 0.991108, Obj: 0.511616, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.189468, Class: 0.994950, Obj: 0.035337, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725887, Class: 0.981184, Obj: 0.056728, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555012, Class: 0.950750, Obj: 0.176181, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665722, Class: 0.983999, Obj: 0.094502, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684490, Class: 0.982550, Obj: 0.053192, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.621139, Class: 0.938917, Obj: 0.007712, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500356, Class: 0.955875, Obj: 0.016987, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.629431, Class: 0.923552, Obj: 0.006830, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.678467, Class: 0.980287, Obj: 0.023023, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.467433, Class: 0.963727, Obj: 0.060679, No Obj: 0.000081, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651533, Class: 0.984571, Obj: 0.057048, No Obj: 0.000091, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 970: 0.545042, 0.516826 avg loss, 0.000885 rate, 3.925351 seconds, 62080 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.393389, Class: 0.890962, Obj: 0.000893, No Obj: 0.000027, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635797, Class: 0.979111, Obj: 0.064900, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685655, Class: 0.988750, Obj: 0.064291, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716337, Class: 0.991481, Obj: 0.535903, No Obj: 0.000283, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654910, Class: 0.978408, Obj: 0.030473, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.639578, Class: 0.967084, Obj: 0.155628, No Obj: 0.000282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.680722, Class: 0.990718, Obj: 0.312762, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.702325, Class: 0.988842, Obj: 0.040497, No Obj: 0.000069, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.414226, Class: 0.890171, Obj: 0.001362, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598859, Class: 0.983630, Obj: 0.012043, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.721744, Class: 0.918623, Obj: 0.062199, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617077, Class: 0.986119, Obj: 0.010668, No Obj: 0.000048, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613154, Class: 0.989262, Obj: 0.076034, No Obj: 0.000078, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.731721, Class: 0.827581, Obj: 0.327426, No Obj: 0.000336, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.677035, Class: 0.942691, Obj: 0.044097, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605086, Class: 0.961210, Obj: 0.104463, No Obj: 0.000064, .5R: 0.857143, .75R: 0.000000, count: 7 (next mAP calculation at 1000 iterations) 971: 0.468731, 0.512016 avg loss, 0.000889 rate, 3.921584 seconds, 62144 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.312372, Class: 0.966594, Obj: 0.002668, No Obj: 0.000069, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488248, Class: 0.982545, Obj: 0.144114, No Obj: 0.000067, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572087, Class: 0.988738, Obj: 0.113412, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.498980, Class: 0.983607, Obj: 0.050465, No Obj: 0.000053, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483121, Class: 0.997270, Obj: 0.311932, No Obj: 0.000188, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.508388, Class: 0.985487, Obj: 0.058508, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567263, Class: 0.990474, Obj: 0.055682, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.585587, Class: 0.648102, Obj: 0.004272, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519724, Class: 0.953929, Obj: 0.100794, No Obj: 0.000073, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742696, Class: 0.992946, Obj: 0.206573, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635731, Class: 0.990040, Obj: 0.033377, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468181, Class: 0.924519, Obj: 0.001937, No Obj: 0.000133, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.648866, Class: 0.974930, Obj: 0.025374, No Obj: 0.000084, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 1000 iterations) 972: 0.533552, 0.514170 avg loss, 0.000893 rate, 3.922818 seconds, 62208 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683525, Class: 0.975343, Obj: 0.014196, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559064, Class: 0.988877, Obj: 0.143664, No Obj: 0.000072, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710500, Class: 0.995840, Obj: 0.064387, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606211, Class: 0.973200, Obj: 0.021497, No Obj: 0.000055, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.232419, Class: 0.958594, Obj: 0.000197, No Obj: 0.000037, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672253, Class: 0.971400, Obj: 0.123150, No Obj: 0.000159, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.643161, Class: 0.986844, Obj: 0.042881, No Obj: 0.000089, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694919, Class: 0.989815, Obj: 0.061762, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616937, Class: 0.973993, Obj: 0.008488, No Obj: 0.000070, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617310, Class: 0.967562, Obj: 0.036415, No Obj: 0.000100, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491504, Class: 0.941468, Obj: 0.044204, No Obj: 0.000140, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.606917, Class: 0.951543, Obj: 0.026093, No Obj: 0.000063, .5R: 0.750000, .75R: 0.125000, count: 8 (next mAP calculation at 1000 iterations) 973: 0.580598, 0.520813 avg loss, 0.000896 rate, 3.916558 seconds, 62272 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.777533, Class: 0.877961, Obj: 0.240595, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.667705, Class: 0.998113, Obj: 0.005918, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577498, Class: 0.971941, Obj: 0.120373, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514536, Class: 0.956888, Obj: 0.099922, No Obj: 0.000087, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.480741, Class: 0.975969, Obj: 0.055631, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.305793, Class: 0.827178, Obj: 0.002380, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699290, Class: 0.961095, Obj: 0.002287, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.507313, Class: 0.836403, Obj: 0.059648, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560548, Class: 0.991425, Obj: 0.071277, No Obj: 0.000132, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.571489, Class: 0.981615, Obj: 0.071519, No Obj: 0.000069, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.529930, Class: 0.985986, Obj: 0.633446, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.448398, Class: 0.978308, Obj: 0.064785, No Obj: 0.000121, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629150, Class: 0.979520, Obj: 0.017106, No Obj: 0.000074, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.600042, Class: 0.954063, Obj: 0.084813, No Obj: 0.000266, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591823, Class: 0.910932, Obj: 0.016248, No Obj: 0.000054, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492838, Class: 0.995788, Obj: 0.081510, No Obj: 0.000072, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.907947, Class: 0.963123, Obj: 0.002294, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603514, Class: 0.798513, Obj: 0.000435, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662773, Class: 0.960050, Obj: 0.018186, No Obj: 0.000066, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 974: 0.536498, 0.522381 avg loss, 0.000900 rate, 3.933152 seconds, 62336 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.800542, Class: 0.957348, Obj: 0.029196, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633669, Class: 0.971773, Obj: 0.030398, No Obj: 0.000072, .5R: 0.600000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628532, Class: 0.985694, Obj: 0.052208, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.590954, Class: 0.993221, Obj: 0.104738, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.333166, Class: 0.999183, Obj: 0.022135, No Obj: 0.000027, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623097, Class: 0.981713, Obj: 0.069539, No Obj: 0.000074, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524076, Class: 0.965804, Obj: 0.022236, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723113, Class: 0.997769, Obj: 0.437643, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536711, Class: 0.966609, Obj: 0.022886, No Obj: 0.000071, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532446, Class: 0.979509, Obj: 0.060881, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.620793, Class: 0.966909, Obj: 0.106051, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.601142, Class: 0.985534, Obj: 0.022935, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614298, Class: 0.987244, Obj: 0.091723, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1000 iterations) 975: 0.557925, 0.525936 avg loss, 0.000904 rate, 3.932617 seconds, 62400 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732048, Class: 0.991288, Obj: 0.097179, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524265, Class: 0.978677, Obj: 0.040691, No Obj: 0.000098, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870258, Class: 0.963460, Obj: 0.075326, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611807, Class: 0.980888, Obj: 0.005178, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.504106, Class: 0.808704, Obj: 0.004292, No Obj: 0.000295, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.495846, Class: 0.944170, Obj: 0.001245, No Obj: 0.000152, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784372, Class: 0.981882, Obj: 0.044578, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757701, Class: 0.991377, Obj: 0.124931, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.566315, Class: 0.985453, Obj: 0.070788, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757868, Class: 0.978267, Obj: 0.151789, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545530, Class: 0.953712, Obj: 0.010330, No Obj: 0.000064, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.800505, Class: 0.521929, Obj: 0.020412, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.600227, Class: 0.977009, Obj: 0.209489, No Obj: 0.000183, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.704503, Class: 0.959743, Obj: 0.029674, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 976: 0.517956, 0.525138 avg loss, 0.000907 rate, 3.922240 seconds, 62464 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628476, Class: 0.963453, Obj: 0.042614, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586425, Class: 0.974669, Obj: 0.035287, No Obj: 0.000087, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488426, Class: 0.976557, Obj: 0.002171, No Obj: 0.000028, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647714, Class: 0.973811, Obj: 0.046311, No Obj: 0.000125, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.455003, Class: 0.961380, Obj: 0.055653, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659496, Class: 0.981880, Obj: 0.069689, No Obj: 0.000113, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618317, Class: 0.988620, Obj: 0.167317, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673251, Class: 0.978690, Obj: 0.030325, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667284, Class: 0.975933, Obj: 0.026163, No Obj: 0.000077, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697107, Class: 0.995520, Obj: 0.641209, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442229, Class: 0.982247, Obj: 0.001270, No Obj: 0.000044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417712, Class: 0.935238, Obj: 0.000702, No Obj: 0.000164, .5R: 0.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.645081, Class: 0.972969, Obj: 0.004992, No Obj: 0.000122, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855393, Class: 0.952845, Obj: 0.006873, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758325, Class: 0.979046, Obj: 0.065404, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1000 iterations) 977: 0.679955, 0.540619 avg loss, 0.000911 rate, 3.927988 seconds, 62528 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805818, Class: 0.976267, Obj: 0.025127, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539870, Class: 0.978977, Obj: 0.195613, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664182, Class: 0.985360, Obj: 0.100621, No Obj: 0.000104, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534506, Class: 0.970154, Obj: 0.060093, No Obj: 0.000122, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.700721, Class: 0.897885, Obj: 0.010628, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.883577, Class: 0.992383, Obj: 0.086236, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784035, Class: 0.991607, Obj: 0.049531, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703377, Class: 0.970537, Obj: 0.093395, No Obj: 0.000122, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857326, Class: 0.965799, Obj: 0.372889, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733524, Class: 0.991372, Obj: 0.126444, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675221, Class: 0.818793, Obj: 0.004034, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.749734, Class: 0.981453, Obj: 0.077219, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 978: 0.338915, 0.520449 avg loss, 0.000915 rate, 3.922953 seconds, 62592 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.589175, Class: 0.986724, Obj: 0.459521, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799778, Class: 0.990462, Obj: 0.137750, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361958, Class: 0.997343, Obj: 0.316229, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.734388, Class: 0.992117, Obj: 0.032917, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.686606, Class: 0.952588, Obj: 0.026846, No Obj: 0.000345, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694133, Class: 0.989097, Obj: 0.025590, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431794, Class: 0.987152, Obj: 0.053896, No Obj: 0.000106, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469867, Class: 0.986496, Obj: 0.012987, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725436, Class: 0.977469, Obj: 0.089511, No Obj: 0.000131, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.728416, Class: 0.976348, Obj: 0.371289, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633692, Class: 0.967847, Obj: 0.177175, No Obj: 0.000105, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725488, Class: 0.969913, Obj: 0.023654, No Obj: 0.000074, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606381, Class: 0.984884, Obj: 0.039712, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1000 iterations) 979: 0.481459, 0.516550 avg loss, 0.000919 rate, 3.912451 seconds, 62656 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681446, Class: 0.987239, Obj: 0.037637, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624147, Class: 0.978471, Obj: 0.033020, No Obj: 0.000068, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643730, Class: 0.986836, Obj: 0.023859, No Obj: 0.000062, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700960, Class: 0.947739, Obj: 0.017241, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700043, Class: 0.986129, Obj: 0.071200, No Obj: 0.000088, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694194, Class: 0.990787, Obj: 0.051265, No Obj: 0.000066, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831932, Class: 0.970995, Obj: 0.113961, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650689, Class: 0.982284, Obj: 0.013774, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445466, Class: 0.996443, Obj: 0.118969, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.662347, Class: 0.963587, Obj: 0.325108, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597179, Class: 0.991594, Obj: 0.019946, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658004, Class: 0.991403, Obj: 0.062766, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 980: 0.501521, 0.515047 avg loss, 0.000922 rate, 3.934730 seconds, 62720 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.797196, Class: 0.976491, Obj: 0.303399, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610817, Class: 0.959741, Obj: 0.080866, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648196, Class: 0.922674, Obj: 0.011475, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.852446, Class: 0.995075, Obj: 0.063615, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786142, Class: 0.979796, Obj: 0.005462, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637891, Class: 0.965234, Obj: 0.096589, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.568066, Class: 0.976930, Obj: 0.124422, No Obj: 0.000320, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571788, Class: 0.944752, Obj: 0.007871, No Obj: 0.000072, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680946, Class: 0.988700, Obj: 0.135136, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626644, Class: 0.974407, Obj: 0.025926, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.646304, Class: 0.989336, Obj: 0.030807, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553453, Class: 0.996312, Obj: 0.309408, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.631049, Class: 0.977428, Obj: 0.043329, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.609540, Class: 0.931014, Obj: 0.061800, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.490482, Class: 0.983888, Obj: 0.073265, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615189, Class: 0.973926, Obj: 0.146691, No Obj: 0.000088, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1000 iterations) 981: 0.555464, 0.519089 avg loss, 0.000926 rate, 3.911313 seconds, 62784 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526744, Class: 0.987323, Obj: 0.029811, No Obj: 0.000046, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.860280, Class: 0.975030, Obj: 0.079853, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563922, Class: 0.974902, Obj: 0.014502, No Obj: 0.000057, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639201, Class: 0.994224, Obj: 0.052484, No Obj: 0.000046, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.590076, Class: 0.985724, Obj: 0.028691, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530590, Class: 0.986978, Obj: 0.007960, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785680, Class: 0.893259, Obj: 0.012631, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591531, Class: 0.910315, Obj: 0.030779, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528663, Class: 0.955363, Obj: 0.015956, No Obj: 0.000071, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579810, Class: 0.982851, Obj: 0.050677, No Obj: 0.000059, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.498031, Class: 0.974827, Obj: 0.039529, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787676, Class: 0.995828, Obj: 0.046357, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.468365, Class: 0.984679, Obj: 0.023193, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645735, Class: 0.982466, Obj: 0.058620, No Obj: 0.000085, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1000 iterations) 982: 0.527754, 0.519955 avg loss, 0.000930 rate, 3.920571 seconds, 62848 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.572243, Class: 0.793369, Obj: 0.000382, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702834, Class: 0.974814, Obj: 0.052975, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.611688, Class: 0.916606, Obj: 0.003528, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.542702, Class: 0.954188, Obj: 0.019203, No Obj: 0.000048, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.760222, Class: 0.986480, Obj: 0.229026, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586704, Class: 0.924228, Obj: 0.007837, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550222, Class: 0.976312, Obj: 0.057262, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786608, Class: 0.982358, Obj: 0.060242, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670088, Class: 0.974515, Obj: 0.024981, No Obj: 0.000081, .5R: 0.818182, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725257, Class: 0.979424, Obj: 0.069784, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.606346, Class: 0.989618, Obj: 0.026027, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.705226, Class: 0.663898, Obj: 0.000033, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644534, Class: 0.949561, Obj: 0.013418, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570955, Class: 0.982986, Obj: 0.019460, No Obj: 0.000049, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677742, Class: 0.978524, Obj: 0.026788, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642653, Class: 0.968453, Obj: 0.048371, No Obj: 0.000099, .5R: 0.800000, .75R: 0.400000, count: 10 (next mAP calculation at 1000 iterations) 983: 0.630590, 0.531018 avg loss, 0.000934 rate, 3.929369 seconds, 62912 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.708065, Class: 0.975513, Obj: 0.582036, No Obj: 0.000364, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722491, Class: 0.985981, Obj: 0.110023, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600635, Class: 0.961650, Obj: 0.096702, No Obj: 0.000109, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608018, Class: 0.995336, Obj: 0.203028, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725659, Class: 0.989457, Obj: 0.116112, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747296, Class: 0.983370, Obj: 0.116568, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818088, Class: 0.993168, Obj: 0.036061, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766053, Class: 0.976460, Obj: 0.032533, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771768, Class: 0.989880, Obj: 0.009505, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.548171, Class: 0.986325, Obj: 0.004757, No Obj: 0.000072, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682906, Class: 0.976986, Obj: 0.114404, No Obj: 0.000130, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680552, Class: 0.992213, Obj: 0.052150, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.788879, Class: 0.985074, Obj: 0.179711, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1000 iterations) 984: 0.458694, 0.523786 avg loss, 0.000938 rate, 3.914763 seconds, 62976 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599308, Class: 0.972960, Obj: 0.204207, No Obj: 0.000160, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829200, Class: 0.975277, Obj: 0.009864, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793781, Class: 0.895615, Obj: 0.056192, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711960, Class: 0.957182, Obj: 0.018306, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688910, Class: 0.988114, Obj: 0.120902, No Obj: 0.000185, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789690, Class: 0.995492, Obj: 0.368127, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699813, Class: 0.971306, Obj: 0.057411, No Obj: 0.000154, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.731381, Class: 0.674828, Obj: 0.008940, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.381637, Class: 0.942903, Obj: 0.096005, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.808932, Class: 0.992994, Obj: 0.152917, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.703559, Class: 0.945209, Obj: 0.002037, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316838, Class: 0.945309, Obj: 0.010848, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.409027, Class: 0.997161, Obj: 0.002699, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594520, Class: 0.989930, Obj: 0.040572, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 985: 0.491778, 0.520585 avg loss, 0.000941 rate, 3.922665 seconds, 63040 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597181, Class: 0.978136, Obj: 0.066029, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527236, Class: 0.988766, Obj: 0.105701, No Obj: 0.000086, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.284590, Class: 0.914700, Obj: 0.060672, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591950, Class: 0.981700, Obj: 0.093537, No Obj: 0.000103, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679523, Class: 0.992584, Obj: 0.076810, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601762, Class: 0.984311, Obj: 0.096284, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723146, Class: 0.998441, Obj: 0.032714, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.633130, Class: 0.641577, Obj: 0.000057, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691408, Class: 0.976920, Obj: 0.078393, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495397, Class: 0.951063, Obj: 0.002001, No Obj: 0.000087, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.478377, Class: 0.832141, Obj: 0.000096, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441943, Class: 0.984319, Obj: 0.005127, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574611, Class: 0.958983, Obj: 0.030721, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562567, Class: 0.947133, Obj: 0.009039, No Obj: 0.000068, .5R: 0.571429, .75R: 0.285714, count: 7 (next mAP calculation at 1000 iterations) 986: 0.486496, 0.517176 avg loss, 0.000945 rate, 3.927094 seconds, 63104 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.704629, Class: 0.916522, Obj: 0.014615, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.545417, Class: 0.831159, Obj: 0.231088, No Obj: 0.000129, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.620124, Class: 0.979782, Obj: 0.062525, No Obj: 0.000059, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700967, Class: 0.990120, Obj: 0.008957, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.909410, Class: 0.988508, Obj: 0.000891, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.448164, Class: 0.983799, Obj: 0.287457, No Obj: 0.000245, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843510, Class: 0.996005, Obj: 0.030500, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612458, Class: 0.975125, Obj: 0.104271, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.580059, Class: 0.991258, Obj: 0.008198, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509081, Class: 0.887184, Obj: 0.000638, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581788, Class: 0.952256, Obj: 0.032067, No Obj: 0.000048, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870554, Class: 0.964682, Obj: 0.032702, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701639, Class: 0.989469, Obj: 0.038460, No Obj: 0.000066, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708414, Class: 0.961483, Obj: 0.038013, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.649616, Class: 0.980735, Obj: 0.029987, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 987: 0.414108, 0.506869 avg loss, 0.000949 rate, 3.919494 seconds, 63168 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560449, Class: 0.973947, Obj: 0.094061, No Obj: 0.000077, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.550523, Class: 0.953994, Obj: 0.013463, No Obj: 0.000044, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663724, Class: 0.977241, Obj: 0.039399, No Obj: 0.000166, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.618676, Class: 0.979047, Obj: 0.022476, No Obj: 0.000043, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.499736, Class: 0.983747, Obj: 0.050127, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.503714, Class: 0.967919, Obj: 0.075060, No Obj: 0.000188, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.622624, Class: 0.987181, Obj: 0.041657, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.515409, Class: 0.972602, Obj: 0.115352, No Obj: 0.000189, .5R: 0.500000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.607047, Class: 0.971172, Obj: 0.007108, No Obj: 0.000044, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484809, Class: 0.878198, Obj: 0.052556, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.802239, Class: 0.978732, Obj: 0.005863, No Obj: 0.000047, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615900, Class: 0.953779, Obj: 0.040926, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370571, Class: 0.715359, Obj: 0.000051, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.888185, Class: 0.994658, Obj: 0.043225, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.396748, Class: 0.965511, Obj: 0.007392, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555624, Class: 0.958410, Obj: 0.000797, No Obj: 0.000031, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 988: 0.702891, 0.526472 avg loss, 0.000953 rate, 3.926467 seconds, 63232 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640543, Class: 0.993515, Obj: 0.025267, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837925, Class: 0.995271, Obj: 0.200880, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669994, Class: 0.949528, Obj: 0.009917, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765126, Class: 0.982361, Obj: 0.218303, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.640445, Class: 0.987764, Obj: 0.071962, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549188, Class: 0.983358, Obj: 0.086978, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553505, Class: 0.983055, Obj: 0.007742, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500565, Class: 0.988326, Obj: 0.029377, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663338, Class: 0.984182, Obj: 0.027009, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645109, Class: 0.953076, Obj: 0.013519, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.654204, Class: 0.983960, Obj: 0.017816, No Obj: 0.000044, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610754, Class: 0.980450, Obj: 0.018929, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.500908, Class: 0.994297, Obj: 0.095252, No Obj: 0.000047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529748, Class: 0.885164, Obj: 0.000100, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624859, Class: 0.994654, Obj: 0.047721, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 989: 0.386110, 0.512435 avg loss, 0.000957 rate, 3.927099 seconds, 63296 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594054, Class: 0.941448, Obj: 0.115105, No Obj: 0.000216, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.683731, Class: 0.971128, Obj: 0.031870, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695812, Class: 0.920670, Obj: 0.069284, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.673603, Class: 0.984353, Obj: 0.005459, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569454, Class: 0.971067, Obj: 0.019657, No Obj: 0.000081, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.698525, Class: 0.978421, Obj: 0.353571, No Obj: 0.000353, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744313, Class: 0.990666, Obj: 0.182108, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727545, Class: 0.985270, Obj: 0.011005, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.583480, Class: 0.988812, Obj: 0.099558, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564069, Class: 0.985606, Obj: 0.037719, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685597, Class: 0.907762, Obj: 0.030053, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655688, Class: 0.977589, Obj: 0.092336, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.215783, Class: 0.995653, Obj: 0.039388, No Obj: 0.000120, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.499718, Class: 0.972373, Obj: 0.005925, No Obj: 0.000059, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556785, Class: 0.957635, Obj: 0.038180, No Obj: 0.000065, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1000 iterations) 990: 0.623270, 0.523519 avg loss, 0.000961 rate, 3.926440 seconds, 63360 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695049, Class: 0.985799, Obj: 0.103645, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.557383, Class: 0.971312, Obj: 0.092746, No Obj: 0.000137, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730754, Class: 0.974227, Obj: 0.037703, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731394, Class: 0.996595, Obj: 0.098515, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730743, Class: 0.982688, Obj: 0.047167, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687209, Class: 0.993365, Obj: 0.305064, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.444053, Class: 0.723368, Obj: 0.000026, No Obj: 0.000026, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.661029, Class: 0.936985, Obj: 0.196645, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.550488, Class: 0.969565, Obj: 0.053670, No Obj: 0.000150, .5R: 0.583333, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766538, Class: 0.986383, Obj: 0.052338, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727604, Class: 0.967839, Obj: 0.050840, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704127, Class: 0.991494, Obj: 0.016682, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.647913, Class: 0.939262, Obj: 0.013070, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.567074, Class: 0.929183, Obj: 0.059354, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679166, Class: 0.972139, Obj: 0.112707, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1000 iterations) 991: 0.568912, 0.528058 avg loss, 0.000964 rate, 3.926718 seconds, 63424 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483108, Class: 0.974836, Obj: 0.067603, No Obj: 0.000146, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784346, Class: 0.998167, Obj: 0.154838, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651927, Class: 0.996518, Obj: 0.072773, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680494, Class: 0.981915, Obj: 0.130232, No Obj: 0.000159, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699274, Class: 0.981340, Obj: 0.077549, No Obj: 0.000105, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689528, Class: 0.973375, Obj: 0.104070, No Obj: 0.000116, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.665036, Class: 0.972515, Obj: 0.010877, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.566189, Class: 0.982448, Obj: 0.004520, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653953, Class: 0.983540, Obj: 0.117653, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.722794, Class: 0.944623, Obj: 0.049625, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561486, Class: 0.968707, Obj: 0.054703, No Obj: 0.000080, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770905, Class: 0.993494, Obj: 0.278310, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752284, Class: 0.978893, Obj: 0.106784, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768090, Class: 0.967793, Obj: 0.157883, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672656, Class: 0.980073, Obj: 0.015624, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 992: 0.499751, 0.525227 avg loss, 0.000968 rate, 3.931405 seconds, 63488 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597605, Class: 0.977337, Obj: 0.130891, No Obj: 0.000104, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517329, Class: 0.947392, Obj: 0.225016, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628017, Class: 0.945623, Obj: 0.058163, No Obj: 0.000081, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480971, Class: 0.940519, Obj: 0.068947, No Obj: 0.000099, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.649237, Class: 0.978496, Obj: 0.063727, No Obj: 0.000092, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.644086, Class: 0.949211, Obj: 0.063005, No Obj: 0.000145, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.540561, Class: 0.971230, Obj: 0.052466, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.797774, Class: 0.980493, Obj: 0.034717, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.563296, Class: 0.859708, Obj: 0.000341, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.731978, Class: 0.896610, Obj: 0.003290, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594997, Class: 0.948282, Obj: 0.021542, No Obj: 0.000069, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.845277, Class: 0.963707, Obj: 0.101964, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.590018, Class: 0.978119, Obj: 0.022281, No Obj: 0.000072, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.666643, Class: 0.982653, Obj: 0.049238, No Obj: 0.000112, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637019, Class: 0.996379, Obj: 0.158842, No Obj: 0.000148, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622329, Class: 0.959879, Obj: 0.063473, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.446766, Class: 0.987140, Obj: 0.008997, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574734, Class: 0.977930, Obj: 0.014935, No Obj: 0.000069, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 993: 0.769725, 0.549677 avg loss, 0.000972 rate, 3.928054 seconds, 63552 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714065, Class: 0.971965, Obj: 0.067090, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.685484, Class: 0.973711, Obj: 0.075005, No Obj: 0.000088, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447799, Class: 0.993229, Obj: 0.014810, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713297, Class: 0.972630, Obj: 0.061210, No Obj: 0.000076, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536385, Class: 0.981080, Obj: 0.041227, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533446, Class: 0.970898, Obj: 0.035585, No Obj: 0.000071, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706260, Class: 0.971152, Obj: 0.116805, No Obj: 0.000168, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.749316, Class: 0.987149, Obj: 0.119296, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616100, Class: 0.998756, Obj: 0.140845, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720440, Class: 0.986614, Obj: 0.021184, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813006, Class: 0.981702, Obj: 0.052109, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686712, Class: 0.980570, Obj: 0.046373, No Obj: 0.000090, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464260, Class: 0.939815, Obj: 0.016220, No Obj: 0.000315, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537869, Class: 0.982376, Obj: 0.019954, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1000 iterations) 994: 0.558471, 0.550557 avg loss, 0.000976 rate, 3.922587 seconds, 63616 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500501, Class: 0.983311, Obj: 0.380722, No Obj: 0.000166, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.668259, Class: 0.946058, Obj: 0.127343, No Obj: 0.000123, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612322, Class: 0.971302, Obj: 0.089388, No Obj: 0.000096, .5R: 0.500000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549313, Class: 0.951911, Obj: 0.000140, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840042, Class: 0.980281, Obj: 0.085963, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.657372, Class: 0.984578, Obj: 0.271355, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745680, Class: 0.907208, Obj: 0.040025, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762807, Class: 0.982165, Obj: 0.292724, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748660, Class: 0.991501, Obj: 0.099829, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599985, Class: 0.981373, Obj: 0.356489, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749049, Class: 0.975072, Obj: 0.268380, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.831835, Class: 0.949349, Obj: 0.276102, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.759387, Class: 0.989610, Obj: 0.007755, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.573364, Class: 0.974538, Obj: 0.000161, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764032, Class: 0.957783, Obj: 0.018487, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.606573, Class: 0.987934, Obj: 0.103859, No Obj: 0.000115, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1000 iterations) 995: 0.448766, 0.540377 avg loss, 0.000980 rate, 3.922336 seconds, 63680 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508120, Class: 0.978812, Obj: 0.038468, No Obj: 0.000097, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664989, Class: 0.973650, Obj: 0.042480, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746289, Class: 0.974447, Obj: 0.008107, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.581667, Class: 0.969560, Obj: 0.015506, No Obj: 0.000099, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688391, Class: 0.957605, Obj: 0.029286, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694849, Class: 0.985829, Obj: 0.141036, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.756844, Class: 0.979328, Obj: 0.150585, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634206, Class: 0.979716, Obj: 0.081998, No Obj: 0.000106, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715978, Class: 0.984847, Obj: 0.273442, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.647863, Class: 0.947940, Obj: 0.022279, No Obj: 0.000063, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819651, Class: 0.977036, Obj: 0.090450, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.533108, Class: 0.976074, Obj: 0.008293, No Obj: 0.000048, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 1000 iterations) 996: 0.593752, 0.545715 avg loss, 0.000984 rate, 3.923186 seconds, 63744 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543957, Class: 0.985198, Obj: 0.013417, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.697893, Class: 0.933522, Obj: 0.135901, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.548588, Class: 0.998532, Obj: 0.192159, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.860152, Class: 0.992051, Obj: 0.558915, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840230, Class: 0.980358, Obj: 0.039133, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700363, Class: 0.971369, Obj: 0.193678, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491542, Class: 0.989814, Obj: 0.381870, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721471, Class: 0.957490, Obj: 0.098709, No Obj: 0.000173, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.629394, Class: 0.968841, Obj: 0.042755, No Obj: 0.000093, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.383770, Class: 0.988098, Obj: 0.002127, No Obj: 0.000119, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613204, Class: 0.961080, Obj: 0.014495, No Obj: 0.000058, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691719, Class: 0.953178, Obj: 0.006783, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.645103, Class: 0.984595, Obj: 0.050486, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.571923, Class: 0.983291, Obj: 0.004832, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528965, Class: 0.983509, Obj: 0.117875, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1000 iterations) 997: 0.457967, 0.536940 avg loss, 0.000988 rate, 3.925419 seconds, 63808 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707749, Class: 0.985215, Obj: 0.127079, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805368, Class: 0.985541, Obj: 0.025021, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682232, Class: 0.984246, Obj: 0.062943, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537540, Class: 0.947556, Obj: 0.024652, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628067, Class: 0.981036, Obj: 0.040247, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827462, Class: 0.987212, Obj: 0.106451, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723138, Class: 0.968032, Obj: 0.037037, No Obj: 0.000085, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.713034, Class: 0.979758, Obj: 0.125095, No Obj: 0.000152, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651084, Class: 0.987182, Obj: 0.366354, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662667, Class: 0.972250, Obj: 0.038974, No Obj: 0.000100, .5R: 0.916667, .75R: 0.250000, count: 12 Region 82 Avg IOU: 0.501070, Class: 0.950857, Obj: 0.145907, No Obj: 0.000314, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.704573, Class: 0.940188, Obj: 0.060678, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.667086, Class: 0.973698, Obj: 0.036252, No Obj: 0.000085, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.291190, Class: 0.999230, Obj: 0.362329, No Obj: 0.000074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782320, Class: 0.993782, Obj: 0.106271, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1000 iterations) 998: 0.597519, 0.542998 avg loss, 0.000992 rate, 3.920794 seconds, 63872 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865065, Class: 0.980317, Obj: 0.107252, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624603, Class: 0.995603, Obj: 0.097186, No Obj: 0.000060, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751053, Class: 0.992007, Obj: 0.297802, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875874, Class: 0.982255, Obj: 0.007891, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550372, Class: 0.958103, Obj: 0.019005, No Obj: 0.000069, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705289, Class: 0.986858, Obj: 0.186217, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716893, Class: 0.983175, Obj: 0.112781, No Obj: 0.000106, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650291, Class: 0.976962, Obj: 0.003972, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759702, Class: 0.986178, Obj: 0.100854, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485822, Class: 0.996149, Obj: 0.032908, No Obj: 0.000125, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767098, Class: 0.991932, Obj: 0.024267, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1000 iterations) 999: 0.336927, 0.522391 avg loss, 0.000996 rate, 3.907602 seconds, 63936 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593789, Class: 0.922290, Obj: 0.016810, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664033, Class: 0.974371, Obj: 0.019110, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608065, Class: 0.972658, Obj: 0.047538, No Obj: 0.000100, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.848443, Class: 0.972612, Obj: 0.003580, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749895, Class: 0.968802, Obj: 0.172243, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713030, Class: 0.991708, Obj: 0.162291, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625280, Class: 0.988464, Obj: 0.060731, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736732, Class: 0.994842, Obj: 0.425693, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621951, Class: 0.978138, Obj: 0.012854, No Obj: 0.000085, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631766, Class: 0.978749, Obj: 0.051954, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664074, Class: 0.982604, Obj: 0.116085, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.589171, Class: 0.979515, Obj: 0.000294, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1000 iterations) 1000: 0.371785, 0.507330 avg loss, 0.001000 rate, 3.911987 seconds, 64000 images calculation mAP (mean average precision)... detections_count = 1840, unique_truth_count = 323 rank = 0 of ranks = 1840 rank = 100 of ranks = 1840 rank = 200 of ranks = 1840 rank = 300 of ranks = 1840 rank = 400 of ranks = 1840 rank = 500 of ranks = 1840 rank = 600 of ranks = 1840 rank = 700 of ranks = 1840 rank = 800 of ranks = 1840 rank = 900 of ranks = 1840 rank = 1000 of ranks = 1840 rank = 1100 of ranks = 1840 rank = 1200 of ranks = 1840 rank = 1300 of ranks = 1840 rank = 1400 of ranks = 1840 rank = 1500 of ranks = 1840 rank = 1600 of ranks = 1840 rank = 1700 of ranks = 1840 rank = 1800 of ranks = 1840 class_id = 0, name = lca, ap = 58.60% (TP = 98, FP = 24) for thresh = 0.25, precision = 0.80, recall = 0.30, F1-score = 0.44 for thresh = 0.25, TP = 98, FP = 24, FN = 225, average IoU = 54.58 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.586037, or 58.60 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.586037 Loaded: 0.000079 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757412, Class: 0.987400, Obj: 0.037608, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537641, Class: 0.920335, Obj: 0.008544, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.480413, Class: 0.977531, Obj: 0.005459, No Obj: 0.000070, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.823081, Class: 0.976261, Obj: 0.097831, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635929, Class: 0.993016, Obj: 0.087905, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638854, Class: 0.994780, Obj: 0.150627, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649612, Class: 0.982576, Obj: 0.036354, No Obj: 0.000089, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653219, Class: 0.984200, Obj: 0.002630, No Obj: 0.000091, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.538447, Class: 0.978657, Obj: 0.083805, No Obj: 0.000113, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457579, Class: 0.912025, Obj: 0.007924, No Obj: 0.000057, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.586797, Class: 0.945685, Obj: 0.064025, No Obj: 0.000129, .5R: 0.727273, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588975, Class: 0.990683, Obj: 0.053089, No Obj: 0.000077, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.405828, Class: 0.846146, Obj: 0.004292, No Obj: 0.000230, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706987, Class: 0.984903, Obj: 0.092682, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1001: 0.665359, 0.523133 avg loss, 0.001000 rate, 3.730636 seconds, 64064 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.412989, Class: 0.961459, Obj: 0.008535, No Obj: 0.000166, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.609549, Class: 0.950437, Obj: 0.094841, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660208, Class: 0.978682, Obj: 0.094130, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537761, Class: 0.990273, Obj: 0.083407, No Obj: 0.000090, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822416, Class: 0.964251, Obj: 0.089131, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621542, Class: 0.990049, Obj: 0.062059, No Obj: 0.000102, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789029, Class: 0.995451, Obj: 0.053967, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.540238, Class: 0.988594, Obj: 0.443377, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727365, Class: 0.998065, Obj: 0.382671, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.398729, Class: 0.945808, Obj: 0.008198, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.720756, Class: 0.986853, Obj: 0.097943, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819995, Class: 0.998292, Obj: 0.071260, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562705, Class: 0.958265, Obj: 0.176917, No Obj: 0.000070, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.858818, Class: 0.974344, Obj: 0.005865, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532053, Class: 0.986330, Obj: 0.033150, No Obj: 0.000115, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1002: 0.423897, 0.513210 avg loss, 0.001000 rate, 3.902868 seconds, 64128 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751330, Class: 0.967647, Obj: 0.483310, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.443026, Class: 0.985278, Obj: 0.012503, No Obj: 0.000043, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835085, Class: 0.993979, Obj: 0.005567, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501256, Class: 0.983442, Obj: 0.094653, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.561605, Class: 0.991102, Obj: 0.020843, No Obj: 0.000072, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722466, Class: 0.998520, Obj: 0.048817, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809723, Class: 0.985580, Obj: 0.048130, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652951, Class: 0.968181, Obj: 0.010825, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.623678, Class: 0.872885, Obj: 0.001898, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701784, Class: 0.963189, Obj: 0.029613, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.585797, Class: 0.944238, Obj: 0.006496, No Obj: 0.000042, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820494, Class: 0.990997, Obj: 0.491566, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.585417, Class: 0.986618, Obj: 0.014330, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684535, Class: 0.994273, Obj: 0.049506, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1003: 0.349820, 0.496871 avg loss, 0.001000 rate, 3.902275 seconds, 64192 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737229, Class: 0.967928, Obj: 0.269629, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782658, Class: 0.999039, Obj: 0.306336, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.584926, Class: 0.843095, Obj: 0.000033, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.895880, Class: 0.987853, Obj: 0.146138, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.637916, Class: 0.998114, Obj: 0.053337, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563120, Class: 0.983362, Obj: 0.058917, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.571393, Class: 0.990467, Obj: 0.020809, No Obj: 0.000060, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627284, Class: 0.940537, Obj: 0.027731, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545561, Class: 0.977973, Obj: 0.025727, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.382079, Class: 0.882984, Obj: 0.003088, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562222, Class: 0.962764, Obj: 0.021221, No Obj: 0.000049, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.604658, Class: 0.967490, Obj: 0.075535, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.576281, Class: 0.997968, Obj: 0.193876, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.378019, Class: 0.927428, Obj: 0.006584, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546442, Class: 0.998183, Obj: 0.368889, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.510429, Class: 0.863284, Obj: 0.006762, No Obj: 0.000060, .5R: 0.636364, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749647, Class: 0.984790, Obj: 0.007969, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770674, Class: 0.992234, Obj: 0.152225, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1004: 0.769203, 0.524104 avg loss, 0.001000 rate, 3.912948 seconds, 64256 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685232, Class: 0.817277, Obj: 0.011138, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660988, Class: 0.990398, Obj: 0.038429, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.764980, Class: 0.506375, Obj: 0.004567, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635345, Class: 0.994063, Obj: 0.099107, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599772, Class: 0.945874, Obj: 0.070421, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622837, Class: 0.975366, Obj: 0.004461, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.402268, Class: 0.837414, Obj: 0.000041, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599822, Class: 0.973205, Obj: 0.031405, No Obj: 0.000060, .5R: 0.555556, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613510, Class: 0.958004, Obj: 0.005476, No Obj: 0.000035, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786361, Class: 0.982728, Obj: 0.080981, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.571978, Class: 0.984059, Obj: 0.020154, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511679, Class: 0.958314, Obj: 0.013005, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725147, Class: 0.994482, Obj: 0.047386, No Obj: 0.000050, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646376, Class: 0.989958, Obj: 0.044993, No Obj: 0.000040, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1005: 0.519597, 0.523653 avg loss, 0.001000 rate, 3.902727 seconds, 64320 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.450682, Class: 0.978907, Obj: 0.082061, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.633816, Class: 0.982608, Obj: 0.225529, No Obj: 0.000243, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.524252, Class: 0.969484, Obj: 0.047943, No Obj: 0.000074, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567325, Class: 0.967133, Obj: 0.116352, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749452, Class: 0.987149, Obj: 0.019558, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.567153, Class: 0.648286, Obj: 0.000665, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734964, Class: 0.961510, Obj: 0.080649, No Obj: 0.000219, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.683027, Class: 0.986585, Obj: 0.074940, No Obj: 0.000082, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684760, Class: 0.986198, Obj: 0.115933, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569569, Class: 0.946775, Obj: 0.012507, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.773194, Class: 0.991931, Obj: 0.041294, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684306, Class: 0.986822, Obj: 0.051815, No Obj: 0.000096, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.484703, Class: 0.694596, Obj: 0.014401, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.717680, Class: 0.979775, Obj: 0.138959, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.314331, Class: 0.968180, Obj: 0.002247, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639230, Class: 0.992275, Obj: 0.513837, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713886, Class: 0.991926, Obj: 0.047612, No Obj: 0.000077, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1006: 0.665953, 0.537883 avg loss, 0.001000 rate, 3.908998 seconds, 64384 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.538397, Class: 0.927721, Obj: 0.000325, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.455170, Class: 0.994124, Obj: 0.061394, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.694182, Class: 0.980578, Obj: 0.104025, No Obj: 0.000157, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766283, Class: 0.892712, Obj: 0.020586, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687432, Class: 0.981612, Obj: 0.002334, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.796361, Class: 0.861868, Obj: 0.030907, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.378973, Class: 0.987709, Obj: 0.243412, No Obj: 0.000094, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.838522, Class: 0.994760, Obj: 0.429572, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737283, Class: 0.991136, Obj: 0.015432, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479166, Class: 0.996638, Obj: 0.239463, No Obj: 0.000124, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637824, Class: 0.969341, Obj: 0.083592, No Obj: 0.000202, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641789, Class: 0.879530, Obj: 0.129188, No Obj: 0.000111, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491072, Class: 0.862193, Obj: 0.020297, No Obj: 0.000244, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.783177, Class: 0.971347, Obj: 0.110601, No Obj: 0.000187, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.719696, Class: 0.892931, Obj: 0.089288, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.660367, Class: 0.991678, Obj: 0.176128, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.832029, Class: 0.984315, Obj: 0.090433, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1007: 0.513892, 0.535484 avg loss, 0.001000 rate, 3.920802 seconds, 64448 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724293, Class: 0.935645, Obj: 0.020721, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729106, Class: 0.989062, Obj: 0.148400, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626407, Class: 0.919931, Obj: 0.159235, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.564029, Class: 0.978077, Obj: 0.032378, No Obj: 0.000128, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735734, Class: 0.967213, Obj: 0.234925, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.708010, Class: 0.974316, Obj: 0.171299, No Obj: 0.000121, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541926, Class: 0.984427, Obj: 0.075956, No Obj: 0.000122, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610842, Class: 0.991187, Obj: 0.092747, No Obj: 0.000150, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.653278, Class: 0.793421, Obj: 0.001787, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822150, Class: 0.933836, Obj: 0.174302, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648823, Class: 0.973453, Obj: 0.062035, No Obj: 0.000124, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.860410, Class: 0.945487, Obj: 0.034627, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.466093, Class: 0.982107, Obj: 0.215317, No Obj: 0.000119, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642663, Class: 0.991566, Obj: 0.120850, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541817, Class: 0.939422, Obj: 0.031465, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583540, Class: 0.986603, Obj: 0.165215, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1008: 0.611948, 0.543131 avg loss, 0.001000 rate, 3.909232 seconds, 64512 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797865, Class: 0.987113, Obj: 0.214996, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591391, Class: 0.982188, Obj: 0.377442, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.610523, Class: 0.989588, Obj: 0.032240, No Obj: 0.000077, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750043, Class: 0.971922, Obj: 0.032478, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787442, Class: 0.978811, Obj: 0.087356, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699209, Class: 0.987082, Obj: 0.011495, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705094, Class: 0.999237, Obj: 0.057823, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742419, Class: 0.987739, Obj: 0.075450, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729720, Class: 0.955985, Obj: 0.127050, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.607468, Class: 0.966154, Obj: 0.096820, No Obj: 0.000107, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698872, Class: 0.966130, Obj: 0.143340, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.739777, Class: 0.988240, Obj: 0.027010, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.706999, Class: 0.953799, Obj: 0.006475, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689947, Class: 0.992149, Obj: 0.163961, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1009: 0.413177, 0.530135 avg loss, 0.001000 rate, 3.908795 seconds, 64576 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.197208, Class: 0.945298, Obj: 0.000289, No Obj: 0.000129, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699694, Class: 0.983039, Obj: 0.059651, No Obj: 0.000069, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.691351, Class: 0.966116, Obj: 0.052874, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758846, Class: 0.993400, Obj: 0.167192, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.434937, Class: 0.980732, Obj: 0.167899, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.639558, Class: 0.998730, Obj: 0.610831, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674006, Class: 0.986934, Obj: 0.026455, No Obj: 0.000056, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427486, Class: 0.928025, Obj: 0.005014, No Obj: 0.000080, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748633, Class: 0.984810, Obj: 0.093170, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658668, Class: 0.992386, Obj: 0.108562, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.747052, Class: 0.994025, Obj: 0.032605, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576706, Class: 0.969551, Obj: 0.226557, No Obj: 0.000172, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.583993, Class: 0.979205, Obj: 0.113003, No Obj: 0.000085, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869114, Class: 0.769905, Obj: 0.000671, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656286, Class: 0.988972, Obj: 0.024854, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720884, Class: 0.955109, Obj: 0.022860, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651673, Class: 0.982450, Obj: 0.036396, No Obj: 0.000067, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1010: 0.570071, 0.534129 avg loss, 0.001000 rate, 3.917622 seconds, 64640 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743726, Class: 0.990338, Obj: 0.129996, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687052, Class: 0.990278, Obj: 0.099186, No Obj: 0.000080, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511006, Class: 0.995976, Obj: 0.028652, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.519878, Class: 0.982680, Obj: 0.041649, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812719, Class: 0.983625, Obj: 0.091038, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.409142, Class: 0.993502, Obj: 0.166813, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.677339, Class: 0.976366, Obj: 0.020891, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505362, Class: 0.982202, Obj: 0.026547, No Obj: 0.000070, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.560315, Class: 0.888791, Obj: 0.000192, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.609542, Class: 0.972278, Obj: 0.209226, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688650, Class: 0.996739, Obj: 0.159031, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606892, Class: 0.988702, Obj: 0.020496, No Obj: 0.000056, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666406, Class: 0.987389, Obj: 0.303113, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790422, Class: 0.990998, Obj: 0.112347, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1011: 0.436535, 0.524369 avg loss, 0.001000 rate, 3.921367 seconds, 64704 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664512, Class: 0.986882, Obj: 0.033232, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653037, Class: 0.988343, Obj: 0.092198, No Obj: 0.000096, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730920, Class: 0.996115, Obj: 0.268789, No Obj: 0.000132, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.538329, Class: 0.980799, Obj: 0.033833, No Obj: 0.000093, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712828, Class: 0.989381, Obj: 0.441100, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.860284, Class: 0.996890, Obj: 0.188367, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823815, Class: 0.915403, Obj: 0.005371, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590742, Class: 0.975832, Obj: 0.027155, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.773274, Class: 0.948291, Obj: 0.211160, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.398265, Class: 0.980606, Obj: 0.074890, No Obj: 0.000158, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520146, Class: 0.993787, Obj: 0.016138, No Obj: 0.000076, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.646230, Class: 0.972065, Obj: 0.035401, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.363525, Class: 0.794838, Obj: 0.000204, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543405, Class: 0.963766, Obj: 0.018177, No Obj: 0.000083, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768718, Class: 0.953459, Obj: 0.005167, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.629537, Class: 0.988719, Obj: 0.050785, No Obj: 0.000053, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789250, Class: 0.912419, Obj: 0.063952, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558934, Class: 0.966936, Obj: 0.012087, No Obj: 0.000060, .5R: 0.500000, .75R: 0.375000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1012: 0.744615, 0.546394 avg loss, 0.001000 rate, 3.925654 seconds, 64768 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709163, Class: 0.982446, Obj: 0.068940, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.639290, Class: 0.979308, Obj: 0.102491, No Obj: 0.000129, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573510, Class: 0.995563, Obj: 0.041129, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656435, Class: 0.975246, Obj: 0.082703, No Obj: 0.000127, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.503451, Class: 0.975241, Obj: 0.073888, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614500, Class: 0.975056, Obj: 0.058305, No Obj: 0.000072, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741771, Class: 0.973641, Obj: 0.222561, No Obj: 0.000189, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.636763, Class: 0.980737, Obj: 0.010987, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537489, Class: 0.960356, Obj: 0.237023, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.567516, Class: 0.993615, Obj: 0.129236, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.534638, Class: 0.991580, Obj: 0.122246, No Obj: 0.000117, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598834, Class: 0.984616, Obj: 0.002388, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1013: 0.542464, 0.546001 avg loss, 0.001000 rate, 3.921926 seconds, 64832 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697356, Class: 0.972758, Obj: 0.225170, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692347, Class: 0.980691, Obj: 0.039989, No Obj: 0.000099, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594418, Class: 0.972897, Obj: 0.196061, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618623, Class: 0.988985, Obj: 0.029289, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.611421, Class: 0.888970, Obj: 0.004922, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764321, Class: 0.979335, Obj: 0.021640, No Obj: 0.000187, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.726086, Class: 0.978178, Obj: 0.155425, No Obj: 0.000141, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759447, Class: 0.866339, Obj: 0.023065, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635214, Class: 0.937591, Obj: 0.060350, No Obj: 0.000112, .5R: 0.625000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750498, Class: 0.967987, Obj: 0.030708, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579005, Class: 0.990259, Obj: 0.377145, No Obj: 0.000129, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667966, Class: 0.979662, Obj: 0.012668, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656278, Class: 0.944774, Obj: 0.006523, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1014: 0.530896, 0.544490 avg loss, 0.001000 rate, 3.913243 seconds, 64896 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619937, Class: 0.996206, Obj: 0.164651, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727795, Class: 0.979342, Obj: 0.221749, No Obj: 0.000184, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.652969, Class: 0.966416, Obj: 0.046059, No Obj: 0.000089, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617100, Class: 0.940299, Obj: 0.036587, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659706, Class: 0.970196, Obj: 0.051928, No Obj: 0.000078, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785848, Class: 0.994170, Obj: 0.484664, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.754295, Class: 0.989787, Obj: 0.391974, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000302, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616648, Class: 0.987714, Obj: 0.227290, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821945, Class: 0.995982, Obj: 0.100428, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684901, Class: 0.968105, Obj: 0.007375, No Obj: 0.000091, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759702, Class: 0.990635, Obj: 0.276583, No Obj: 0.000128, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.441601, Class: 0.930665, Obj: 0.151567, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.692758, Class: 0.972291, Obj: 0.181343, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.638174, Class: 0.980224, Obj: 0.303111, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1015: 0.431535, 0.533195 avg loss, 0.001000 rate, 3.917076 seconds, 64960 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.757277, Class: 0.965279, Obj: 0.025258, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555665, Class: 0.978352, Obj: 0.065678, No Obj: 0.000053, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683572, Class: 0.995549, Obj: 0.295250, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.627690, Class: 0.981214, Obj: 0.016861, No Obj: 0.000046, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721740, Class: 0.953955, Obj: 0.430612, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772162, Class: 0.966004, Obj: 0.000176, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707322, Class: 0.988325, Obj: 0.115352, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723363, Class: 0.992730, Obj: 0.065229, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.609019, Class: 0.924598, Obj: 0.000465, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805664, Class: 0.974126, Obj: 0.167609, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.647552, Class: 0.986532, Obj: 0.001653, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621402, Class: 0.990697, Obj: 0.384302, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.631200, Class: 0.971418, Obj: 0.043190, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796298, Class: 0.987605, Obj: 0.235274, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776367, Class: 0.980259, Obj: 0.019661, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591577, Class: 0.990097, Obj: 0.103448, No Obj: 0.000074, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1016: 0.502504, 0.530126 avg loss, 0.001000 rate, 3.923612 seconds, 65024 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.605898, Class: 0.582416, Obj: 0.019379, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.685093, Class: 0.993537, Obj: 0.373241, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695715, Class: 0.980323, Obj: 0.019260, No Obj: 0.000050, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800636, Class: 0.995483, Obj: 0.554684, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.515062, Class: 0.887082, Obj: 0.041857, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634515, Class: 0.985788, Obj: 0.022836, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652909, Class: 0.981008, Obj: 0.060204, No Obj: 0.000049, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681610, Class: 0.998634, Obj: 0.273648, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725943, Class: 0.983848, Obj: 0.013374, No Obj: 0.000052, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720676, Class: 0.994911, Obj: 0.229017, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795916, Class: 0.969738, Obj: 0.049127, No Obj: 0.000068, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654071, Class: 0.975212, Obj: 0.091633, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751582, Class: 0.991976, Obj: 0.618937, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.534695, Class: 0.989295, Obj: 0.065183, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1017: 0.524144, 0.529528 avg loss, 0.001000 rate, 3.907538 seconds, 65088 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.796348, Class: 0.978691, Obj: 0.245866, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805931, Class: 0.978569, Obj: 0.017732, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747183, Class: 0.972979, Obj: 0.049929, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657680, Class: 0.962609, Obj: 0.111655, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.659901, Class: 0.958669, Obj: 0.097213, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.495769, Class: 0.990466, Obj: 0.200039, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488821, Class: 0.973075, Obj: 0.051719, No Obj: 0.000095, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613361, Class: 0.971125, Obj: 0.003118, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690147, Class: 0.983750, Obj: 0.042990, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.599292, Class: 0.941179, Obj: 0.052880, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726736, Class: 0.984244, Obj: 0.092401, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501900, Class: 0.951588, Obj: 0.056974, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641027, Class: 0.968922, Obj: 0.031271, No Obj: 0.000065, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516383, Class: 0.778428, Obj: 0.054447, No Obj: 0.000090, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.732816, Class: 0.948664, Obj: 0.254287, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699764, Class: 0.990507, Obj: 0.431733, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724817, Class: 0.994304, Obj: 0.106840, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1018: 0.442623, 0.520837 avg loss, 0.001000 rate, 3.904543 seconds, 65152 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.718039, Class: 0.984889, Obj: 0.055119, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551884, Class: 0.985403, Obj: 0.084999, No Obj: 0.000122, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832371, Class: 0.895706, Obj: 0.017365, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.576729, Class: 0.979795, Obj: 0.117345, No Obj: 0.000104, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790334, Class: 0.993860, Obj: 0.169033, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604049, Class: 0.990269, Obj: 0.293878, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.675124, Class: 0.993289, Obj: 0.029910, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.817365, Class: 0.924543, Obj: 0.302711, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.553280, Class: 0.951113, Obj: 0.038931, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.551560, Class: 0.953635, Obj: 0.036983, No Obj: 0.000150, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.615805, Class: 0.992973, Obj: 0.083183, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807722, Class: 0.985612, Obj: 0.032493, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679053, Class: 0.988149, Obj: 0.122820, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659136, Class: 0.959366, Obj: 0.053568, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652489, Class: 0.984275, Obj: 0.093373, No Obj: 0.000112, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1019: 0.385861, 0.507340 avg loss, 0.001000 rate, 3.908923 seconds, 65216 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764717, Class: 0.974596, Obj: 0.078218, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.595235, Class: 0.981488, Obj: 0.094020, No Obj: 0.000117, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.824574, Class: 0.988110, Obj: 0.394183, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496541, Class: 0.990115, Obj: 0.124505, No Obj: 0.000095, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486375, Class: 0.878659, Obj: 0.000023, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676520, Class: 0.954979, Obj: 0.095613, No Obj: 0.000119, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.724935, Class: 0.989510, Obj: 0.075084, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.589427, Class: 0.935713, Obj: 0.002376, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616778, Class: 0.961439, Obj: 0.006107, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545956, Class: 0.936812, Obj: 0.005623, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641251, Class: 0.980734, Obj: 0.059607, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591042, Class: 0.981820, Obj: 0.078894, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869664, Class: 0.995387, Obj: 0.053610, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.520462, Class: 0.984060, Obj: 0.066938, No Obj: 0.000086, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.380400, Class: 0.885524, Obj: 0.000669, No Obj: 0.000032, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695799, Class: 0.969621, Obj: 0.005411, No Obj: 0.000060, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1020: 0.564798, 0.513085 avg loss, 0.001000 rate, 3.912389 seconds, 65280 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603208, Class: 0.991243, Obj: 0.120305, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544392, Class: 0.962312, Obj: 0.007434, No Obj: 0.000066, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.794449, Class: 0.542467, Obj: 0.034848, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.632035, Class: 0.982448, Obj: 0.028293, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624320, Class: 0.954993, Obj: 0.044045, No Obj: 0.000062, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654593, Class: 0.945403, Obj: 0.008555, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597322, Class: 0.970634, Obj: 0.076576, No Obj: 0.000123, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584365, Class: 0.950467, Obj: 0.040842, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509854, Class: 0.973065, Obj: 0.032453, No Obj: 0.000097, .5R: 0.375000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555133, Class: 0.996445, Obj: 0.121475, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644461, Class: 0.989337, Obj: 0.035860, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649009, Class: 0.983879, Obj: 0.039074, No Obj: 0.000117, .5R: 0.777778, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.824331, Class: 0.973195, Obj: 0.269445, No Obj: 0.000461, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671612, Class: 0.966598, Obj: 0.036920, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734713, Class: 0.947243, Obj: 0.198274, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.621776, Class: 0.978494, Obj: 0.077151, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1021: 0.668440, 0.528621 avg loss, 0.001000 rate, 3.929417 seconds, 65344 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563506, Class: 0.958898, Obj: 0.129867, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517561, Class: 0.961653, Obj: 0.007569, No Obj: 0.000084, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602110, Class: 0.980664, Obj: 0.067086, No Obj: 0.000101, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488034, Class: 0.955658, Obj: 0.073005, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544460, Class: 0.981736, Obj: 0.068801, No Obj: 0.000119, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508895, Class: 0.912315, Obj: 0.006722, No Obj: 0.000101, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.465073, Class: 0.968556, Obj: 0.062247, No Obj: 0.000125, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.832109, Class: 0.887549, Obj: 0.234399, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797648, Class: 0.990387, Obj: 0.020377, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782887, Class: 0.977982, Obj: 0.030171, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.905832, Class: 0.977239, Obj: 0.075748, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.662419, Class: 0.982261, Obj: 0.002323, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671021, Class: 0.975313, Obj: 0.007453, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629708, Class: 0.975663, Obj: 0.085052, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.613129, Class: 0.977798, Obj: 0.035040, No Obj: 0.000075, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.479476, Class: 0.983165, Obj: 0.068551, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1022: 0.583349, 0.534094 avg loss, 0.001000 rate, 3.932227 seconds, 65408 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.696060, Class: 0.885721, Obj: 0.002577, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752475, Class: 0.991375, Obj: 0.004116, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662766, Class: 0.975631, Obj: 0.030642, No Obj: 0.000068, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682323, Class: 0.991578, Obj: 0.229601, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660496, Class: 0.973344, Obj: 0.029111, No Obj: 0.000067, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.459058, Class: 0.973822, Obj: 0.029226, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.684135, Class: 0.983020, Obj: 0.051735, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644692, Class: 0.973897, Obj: 0.034875, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611072, Class: 0.976506, Obj: 0.118615, No Obj: 0.000089, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665596, Class: 0.976931, Obj: 0.020717, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.386036, Class: 0.970369, Obj: 0.028288, No Obj: 0.000074, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695815, Class: 0.628205, Obj: 0.000010, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619323, Class: 0.967464, Obj: 0.005771, No Obj: 0.000051, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1023: 0.521532, 0.532838 avg loss, 0.001000 rate, 3.927672 seconds, 65472 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829692, Class: 0.945469, Obj: 0.021147, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.668536, Class: 0.986702, Obj: 0.118512, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.912125, Class: 0.978887, Obj: 0.192054, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714819, Class: 0.962913, Obj: 0.022316, No Obj: 0.000050, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620646, Class: 0.986842, Obj: 0.063179, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743869, Class: 0.942361, Obj: 0.021627, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594304, Class: 0.976689, Obj: 0.006213, No Obj: 0.000049, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778145, Class: 0.955556, Obj: 0.051668, No Obj: 0.000191, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.815011, Class: 0.978526, Obj: 0.000581, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490758, Class: 0.960553, Obj: 0.016538, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675391, Class: 0.971668, Obj: 0.013220, No Obj: 0.000053, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604010, Class: 0.991839, Obj: 0.058316, No Obj: 0.000057, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649082, Class: 0.943863, Obj: 0.013710, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714239, Class: 0.982713, Obj: 0.037412, No Obj: 0.000064, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1024: 0.494711, 0.529025 avg loss, 0.001000 rate, 3.939418 seconds, 65536 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595682, Class: 0.954819, Obj: 0.007782, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710095, Class: 0.983091, Obj: 0.055447, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.453584, Class: 0.995595, Obj: 0.223960, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613009, Class: 0.987808, Obj: 0.020502, No Obj: 0.000056, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596126, Class: 0.980006, Obj: 0.046702, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.614397, Class: 0.909624, Obj: 0.033734, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625674, Class: 0.967921, Obj: 0.065273, No Obj: 0.000051, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.868115, Class: 0.965299, Obj: 0.010702, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883451, Class: 0.733221, Obj: 0.000979, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726954, Class: 0.986600, Obj: 0.092849, No Obj: 0.000084, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518696, Class: 0.952830, Obj: 0.000142, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736648, Class: 0.992179, Obj: 0.054864, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1025: 0.275246, 0.503647 avg loss, 0.001000 rate, 3.923520 seconds, 65600 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717139, Class: 0.975753, Obj: 0.126168, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.601720, Class: 0.987376, Obj: 0.009496, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800566, Class: 0.988587, Obj: 0.044438, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590493, Class: 0.980773, Obj: 0.108982, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720667, Class: 0.980635, Obj: 0.022866, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.595683, Class: 0.906857, Obj: 0.016662, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689041, Class: 0.993773, Obj: 0.356552, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688639, Class: 0.980540, Obj: 0.021680, No Obj: 0.000050, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558500, Class: 0.924684, Obj: 0.015934, No Obj: 0.000151, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.609888, Class: 0.972113, Obj: 0.010050, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618985, Class: 0.991945, Obj: 0.141977, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.641997, Class: 0.975086, Obj: 0.059004, No Obj: 0.000074, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.460162, Class: 0.996064, Obj: 0.443461, No Obj: 0.000165, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.662416, Class: 0.984222, Obj: 0.011846, No Obj: 0.000064, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1026: 0.573010, 0.510583 avg loss, 0.001000 rate, 3.924571 seconds, 65664 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553650, Class: 0.984913, Obj: 0.050515, No Obj: 0.000075, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702356, Class: 0.958107, Obj: 0.049398, No Obj: 0.000099, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889307, Class: 0.989878, Obj: 0.010240, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.503023, Class: 0.991663, Obj: 0.008489, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547060, Class: 0.963033, Obj: 0.054290, No Obj: 0.000192, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.553320, Class: 0.991884, Obj: 0.095086, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.326522, Class: 0.991024, Obj: 0.028031, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714071, Class: 0.990861, Obj: 0.354052, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.831316, Class: 0.974816, Obj: 0.039459, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747709, Class: 0.947458, Obj: 0.041216, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630327, Class: 0.948324, Obj: 0.040176, No Obj: 0.000093, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616889, Class: 0.983236, Obj: 0.002144, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630193, Class: 0.971041, Obj: 0.034328, No Obj: 0.000137, .5R: 0.777778, .75R: 0.222222, count: 9 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1027: 0.469161, 0.506441 avg loss, 0.001000 rate, 3.925802 seconds, 65728 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530672, Class: 0.986347, Obj: 0.021248, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885742, Class: 0.993621, Obj: 0.035955, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.565283, Class: 0.928109, Obj: 0.291220, No Obj: 0.000109, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531092, Class: 0.933157, Obj: 0.217889, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682273, Class: 0.978748, Obj: 0.034844, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708646, Class: 0.939147, Obj: 0.031122, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687856, Class: 0.991991, Obj: 0.023821, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.557899, Class: 0.889004, Obj: 0.000279, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.816783, Class: 0.967288, Obj: 0.035969, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646652, Class: 0.964594, Obj: 0.060580, No Obj: 0.000065, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.653939, Class: 0.870157, Obj: 0.001168, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.664078, Class: 0.946125, Obj: 0.005707, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.529621, Class: 0.942574, Obj: 0.056283, No Obj: 0.000077, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696030, Class: 0.978102, Obj: 0.136977, No Obj: 0.000195, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.627179, Class: 0.983061, Obj: 0.053886, No Obj: 0.000089, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665174, Class: 0.990568, Obj: 0.139141, No Obj: 0.000112, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1028: 0.517666, 0.507563 avg loss, 0.001000 rate, 3.925092 seconds, 65792 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637898, Class: 0.996776, Obj: 0.021078, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596582, Class: 0.989405, Obj: 0.021504, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660731, Class: 0.988050, Obj: 0.077724, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.543728, Class: 0.987109, Obj: 0.358862, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700233, Class: 0.985102, Obj: 0.369744, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.630251, Class: 0.966524, Obj: 0.060643, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603504, Class: 0.955920, Obj: 0.192009, No Obj: 0.000097, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.505509, Class: 0.976438, Obj: 0.018372, No Obj: 0.000076, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653466, Class: 0.975898, Obj: 0.115102, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817981, Class: 0.987610, Obj: 0.430383, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684728, Class: 0.983489, Obj: 0.045143, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778374, Class: 0.986383, Obj: 0.100667, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.846592, Class: 0.953095, Obj: 0.007272, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.812255, Class: 0.887890, Obj: 0.003714, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.491030, Class: 0.993082, Obj: 0.058805, No Obj: 0.000075, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1029: 0.489402, 0.505747 avg loss, 0.001000 rate, 3.941858 seconds, 65856 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610448, Class: 0.967714, Obj: 0.064476, No Obj: 0.000098, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.736160, Class: 0.883427, Obj: 0.000209, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.800412, Class: 0.993284, Obj: 0.282617, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.596755, Class: 0.966674, Obj: 0.002842, No Obj: 0.000025, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714496, Class: 0.985745, Obj: 0.078851, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.747873, Class: 0.989130, Obj: 0.026046, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705200, Class: 0.957797, Obj: 0.194258, No Obj: 0.000186, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.608733, Class: 0.951929, Obj: 0.073596, No Obj: 0.000057, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661460, Class: 0.978347, Obj: 0.193590, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.650340, Class: 0.969745, Obj: 0.015127, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.638540, Class: 0.908414, Obj: 0.224790, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.799258, Class: 0.993247, Obj: 0.157364, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638225, Class: 0.978664, Obj: 0.232198, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.400340, Class: 0.996180, Obj: 0.075678, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661311, Class: 0.981044, Obj: 0.174453, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711487, Class: 0.966949, Obj: 0.368825, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.634562, Class: 0.982386, Obj: 0.038122, No Obj: 0.000072, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1030: 0.518727, 0.507045 avg loss, 0.001000 rate, 3.931093 seconds, 65920 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.705262, Class: 0.935250, Obj: 0.043079, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786826, Class: 0.973126, Obj: 0.102200, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760301, Class: 0.978675, Obj: 0.063209, No Obj: 0.000075, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713783, Class: 0.973626, Obj: 0.277711, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.654146, Class: 0.985496, Obj: 0.073049, No Obj: 0.000067, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636219, Class: 0.974000, Obj: 0.073538, No Obj: 0.000140, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.602192, Class: 0.978170, Obj: 0.024102, No Obj: 0.000068, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.625375, Class: 0.988636, Obj: 0.100117, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747517, Class: 0.989222, Obj: 0.041813, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628808, Class: 0.977589, Obj: 0.008330, No Obj: 0.000092, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.612819, Class: 0.980564, Obj: 0.098197, No Obj: 0.000116, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718280, Class: 0.991623, Obj: 0.622706, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652153, Class: 0.953810, Obj: 0.033960, No Obj: 0.000053, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624484, Class: 0.969266, Obj: 0.002711, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723545, Class: 0.963654, Obj: 0.118046, No Obj: 0.000092, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1031: 0.623941, 0.518735 avg loss, 0.001000 rate, 3.931409 seconds, 65984 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818857, Class: 0.984595, Obj: 0.069265, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698895, Class: 0.992731, Obj: 0.012783, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.711925, Class: 0.990313, Obj: 0.046791, No Obj: 0.000146, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695589, Class: 0.984134, Obj: 0.080127, No Obj: 0.000126, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678847, Class: 0.994457, Obj: 0.083355, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715641, Class: 0.984266, Obj: 0.116159, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672232, Class: 0.948640, Obj: 0.057893, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668351, Class: 0.993995, Obj: 0.105009, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788103, Class: 0.983353, Obj: 0.174516, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.566505, Class: 0.972354, Obj: 0.069370, No Obj: 0.000065, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605984, Class: 0.994672, Obj: 0.728037, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669153, Class: 0.977344, Obj: 0.036985, No Obj: 0.000111, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781491, Class: 0.990894, Obj: 0.330694, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663764, Class: 0.986562, Obj: 0.097063, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1032: 0.443185, 0.511180 avg loss, 0.001000 rate, 3.917513 seconds, 66048 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768317, Class: 0.830747, Obj: 0.000167, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.898540, Class: 0.991772, Obj: 0.052622, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.658699, Class: 0.989173, Obj: 0.237558, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.591416, Class: 0.995516, Obj: 0.075845, No Obj: 0.000156, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.571599, Class: 0.972546, Obj: 0.015728, No Obj: 0.000081, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.836120, Class: 0.984864, Obj: 0.505435, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661266, Class: 0.987139, Obj: 0.128119, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.583891, Class: 0.908228, Obj: 0.126556, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.900596, Class: 0.994396, Obj: 0.241827, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743093, Class: 0.995956, Obj: 0.134479, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730707, Class: 0.994827, Obj: 0.067326, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.395234, Class: 0.976154, Obj: 0.043217, No Obj: 0.000129, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713616, Class: 0.975414, Obj: 0.107363, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589151, Class: 0.994774, Obj: 0.219655, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704640, Class: 0.994431, Obj: 0.446995, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725778, Class: 0.975783, Obj: 0.211984, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1033: 0.318173, 0.491879 avg loss, 0.001000 rate, 3.926082 seconds, 66112 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.775471, Class: 0.988048, Obj: 0.274173, No Obj: 0.000299, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.735805, Class: 0.982075, Obj: 0.035617, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777149, Class: 0.987745, Obj: 0.196942, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.511781, Class: 0.712367, Obj: 0.000165, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.429857, Class: 0.962144, Obj: 0.000397, No Obj: 0.000040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704306, Class: 0.980186, Obj: 0.097788, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687875, Class: 0.983713, Obj: 0.036993, No Obj: 0.000077, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734737, Class: 0.995337, Obj: 0.159454, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605370, Class: 0.983543, Obj: 0.006376, No Obj: 0.000054, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571443, Class: 0.978735, Obj: 0.037260, No Obj: 0.000069, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.669404, Class: 0.944713, Obj: 0.000430, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717974, Class: 0.955124, Obj: 0.130196, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756189, Class: 0.988901, Obj: 0.159179, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747946, Class: 0.989153, Obj: 0.123271, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1034: 0.455362, 0.488227 avg loss, 0.001000 rate, 3.921706 seconds, 66176 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822130, Class: 0.966905, Obj: 0.006566, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.573401, Class: 0.876276, Obj: 0.012287, No Obj: 0.000057, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846498, Class: 0.985373, Obj: 0.189522, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757549, Class: 0.991378, Obj: 0.032594, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.697164, Class: 0.912509, Obj: 0.000448, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.696359, Class: 0.996041, Obj: 0.261236, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.471965, Class: 0.994768, Obj: 0.034820, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433084, Class: 0.986379, Obj: 0.137650, No Obj: 0.000050, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608204, Class: 0.977037, Obj: 0.025159, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.730588, Class: 0.984044, Obj: 0.017507, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.632076, Class: 0.915242, Obj: 0.055274, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.806675, Class: 0.983138, Obj: 0.028998, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.542619, Class: 0.990126, Obj: 0.085090, No Obj: 0.000044, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508099, Class: 0.983669, Obj: 0.060573, No Obj: 0.000043, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1035: 0.489455, 0.488350 avg loss, 0.001000 rate, 3.922682 seconds, 66240 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.485550, Class: 0.789039, Obj: 0.000011, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717717, Class: 0.860945, Obj: 0.282340, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.731672, Class: 0.990337, Obj: 0.046395, No Obj: 0.000051, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.622845, Class: 0.978123, Obj: 0.108341, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.583787, Class: 0.972047, Obj: 0.134263, No Obj: 0.000162, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.620723, Class: 0.991884, Obj: 0.012352, No Obj: 0.000041, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535107, Class: 0.966103, Obj: 0.226092, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.874781, Class: 0.983808, Obj: 0.000796, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.741761, Class: 0.918834, Obj: 0.018845, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.900201, Class: 0.869546, Obj: 0.000777, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620942, Class: 0.984228, Obj: 0.030246, No Obj: 0.000069, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.726237, Class: 0.986610, Obj: 0.032150, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.692147, Class: 0.938351, Obj: 0.014125, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637308, Class: 0.982254, Obj: 0.011646, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812358, Class: 0.701666, Obj: 0.000335, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.456936, Class: 0.986040, Obj: 0.002619, No Obj: 0.000036, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.676908, Class: 0.888913, Obj: 0.007670, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433675, Class: 0.910978, Obj: 0.002278, No Obj: 0.000028, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604238, Class: 0.978755, Obj: 0.150002, No Obj: 0.000177, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.806375, Class: 0.978168, Obj: 0.075927, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1036: 0.608780, 0.500393 avg loss, 0.001000 rate, 3.931244 seconds, 66304 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.439666, Class: 0.721400, Obj: 0.001437, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.653188, Class: 0.956540, Obj: 0.008387, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690084, Class: 0.970258, Obj: 0.026462, No Obj: 0.000049, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527566, Class: 0.990651, Obj: 0.002098, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645659, Class: 0.982717, Obj: 0.027967, No Obj: 0.000067, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682676, Class: 0.989308, Obj: 0.275935, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.488365, Class: 0.982780, Obj: 0.030762, No Obj: 0.000041, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544812, Class: 0.949116, Obj: 0.016846, No Obj: 0.000040, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705029, Class: 0.985725, Obj: 0.091157, No Obj: 0.000071, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.344273, Class: 0.727687, Obj: 0.000035, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.654297, Class: 0.996770, Obj: 0.267510, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606112, Class: 0.984044, Obj: 0.013548, No Obj: 0.000047, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.844968, Class: 0.967425, Obj: 0.018039, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.567598, Class: 0.986986, Obj: 0.030294, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738071, Class: 0.983693, Obj: 0.017768, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.612137, Class: 0.928239, Obj: 0.000125, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.636926, Class: 0.976519, Obj: 0.053341, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.730389, Class: 0.970710, Obj: 0.008799, No Obj: 0.000049, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1037: 0.699337, 0.520288 avg loss, 0.001000 rate, 3.935983 seconds, 66368 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773835, Class: 0.933603, Obj: 0.032800, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641733, Class: 0.993270, Obj: 0.131930, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666601, Class: 0.966481, Obj: 0.158179, No Obj: 0.000241, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.727313, Class: 0.987673, Obj: 0.094613, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568214, Class: 0.983149, Obj: 0.045748, No Obj: 0.000098, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.533906, Class: 0.917225, Obj: 0.000267, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731061, Class: 0.982955, Obj: 0.097898, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558876, Class: 0.991291, Obj: 0.044375, No Obj: 0.000079, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729410, Class: 0.997823, Obj: 0.443335, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.251237, Class: 0.990946, Obj: 0.027113, No Obj: 0.000067, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689844, Class: 0.986439, Obj: 0.189336, No Obj: 0.000059, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585801, Class: 0.981815, Obj: 0.062055, No Obj: 0.000073, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1038: 0.475013, 0.515760 avg loss, 0.001000 rate, 3.926017 seconds, 66432 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654873, Class: 0.988321, Obj: 0.027229, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467969, Class: 0.976493, Obj: 0.046421, No Obj: 0.000054, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606943, Class: 0.976260, Obj: 0.098107, No Obj: 0.000094, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571236, Class: 0.994474, Obj: 0.247940, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635833, Class: 0.924175, Obj: 0.044557, No Obj: 0.000178, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840377, Class: 0.988078, Obj: 0.215968, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693228, Class: 0.987588, Obj: 0.434516, No Obj: 0.000305, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.537361, Class: 0.979661, Obj: 0.032976, No Obj: 0.000108, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.657166, Class: 0.955468, Obj: 0.036348, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614737, Class: 0.977067, Obj: 0.023126, No Obj: 0.000089, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718170, Class: 0.996827, Obj: 0.036375, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709736, Class: 0.989468, Obj: 0.173969, No Obj: 0.000210, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1039: 0.551601, 0.519344 avg loss, 0.001000 rate, 3.933257 seconds, 66496 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672272, Class: 0.959764, Obj: 0.000568, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744356, Class: 0.985812, Obj: 0.105646, No Obj: 0.000145, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772136, Class: 0.963946, Obj: 0.046562, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823033, Class: 0.979681, Obj: 0.071924, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516201, Class: 0.995210, Obj: 0.023949, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771414, Class: 0.991437, Obj: 0.029465, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497990, Class: 0.931048, Obj: 0.013045, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501031, Class: 0.950721, Obj: 0.018556, No Obj: 0.000088, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635892, Class: 0.957563, Obj: 0.086467, No Obj: 0.000155, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672392, Class: 0.992704, Obj: 0.096760, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687526, Class: 0.988206, Obj: 0.232955, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811796, Class: 0.988778, Obj: 0.000442, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1040: 0.382072, 0.505617 avg loss, 0.001000 rate, 3.926485 seconds, 66560 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.696517, Class: 0.979360, Obj: 0.251748, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595340, Class: 0.983271, Obj: 0.008388, No Obj: 0.000082, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620575, Class: 0.996112, Obj: 0.492681, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681825, Class: 0.991367, Obj: 0.122266, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.677294, Class: 0.993820, Obj: 0.575528, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745414, Class: 0.940846, Obj: 0.052984, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.583646, Class: 0.971607, Obj: 0.019888, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.633819, Class: 0.978999, Obj: 0.037737, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.706031, Class: 0.986727, Obj: 0.471032, No Obj: 0.000317, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.534559, Class: 0.943573, Obj: 0.003531, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661857, Class: 0.987162, Obj: 0.028745, No Obj: 0.000094, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815146, Class: 0.971773, Obj: 0.040014, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.621796, Class: 0.942275, Obj: 0.025752, No Obj: 0.000079, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636367, Class: 0.982385, Obj: 0.290138, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666683, Class: 0.988338, Obj: 0.098396, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610523, Class: 0.994081, Obj: 0.277575, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647234, Class: 0.950308, Obj: 0.141668, No Obj: 0.000147, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1041: 0.566140, 0.511669 avg loss, 0.001000 rate, 3.931101 seconds, 66624 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760038, Class: 0.820747, Obj: 0.001036, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.599441, Class: 0.981365, Obj: 0.081002, No Obj: 0.000069, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.715947, Class: 0.916579, Obj: 0.000260, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.666920, Class: 0.996999, Obj: 0.038175, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687266, Class: 0.988352, Obj: 0.003056, No Obj: 0.000039, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693215, Class: 0.988762, Obj: 0.060217, No Obj: 0.000081, .5R: 0.700000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619904, Class: 0.993758, Obj: 0.038874, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.716464, Class: 0.990521, Obj: 0.038092, No Obj: 0.000055, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.473880, Class: 0.926470, Obj: 0.006498, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715836, Class: 0.987599, Obj: 0.055346, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.445105, Class: 0.965650, Obj: 0.111295, No Obj: 0.000096, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605524, Class: 0.988662, Obj: 0.047876, No Obj: 0.000048, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523678, Class: 0.997347, Obj: 0.235635, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631604, Class: 0.990083, Obj: 0.011392, No Obj: 0.000078, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440306, Class: 0.956508, Obj: 0.039852, No Obj: 0.000094, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.562680, Class: 0.963209, Obj: 0.001422, No Obj: 0.000044, .5R: 0.500000, .75R: 0.250000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1042: 0.702629, 0.530765 avg loss, 0.001000 rate, 3.931899 seconds, 66688 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736972, Class: 0.984873, Obj: 0.394733, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.876471, Class: 0.993054, Obj: 0.009152, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.822717, Class: 0.890089, Obj: 0.274700, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795417, Class: 0.983952, Obj: 0.012384, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794277, Class: 0.996698, Obj: 0.125908, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.598859, Class: 0.995521, Obj: 0.049682, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550206, Class: 0.986365, Obj: 0.000896, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.476886, Class: 0.990095, Obj: 0.023048, No Obj: 0.000064, .5R: 0.333333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879674, Class: 0.942790, Obj: 0.021930, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823310, Class: 0.991005, Obj: 0.016042, No Obj: 0.000062, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493681, Class: 0.972291, Obj: 0.008667, No Obj: 0.000051, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717682, Class: 0.976485, Obj: 0.075743, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.516474, Class: 0.993500, Obj: 0.230687, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.648537, Class: 0.913335, Obj: 0.007526, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743888, Class: 0.996542, Obj: 0.128710, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1043: 0.481041, 0.525793 avg loss, 0.001000 rate, 3.929354 seconds, 66752 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743595, Class: 0.956076, Obj: 0.089400, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770231, Class: 0.957886, Obj: 0.152195, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840497, Class: 0.992523, Obj: 0.007747, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738371, Class: 0.996035, Obj: 0.031883, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.560177, Class: 0.935559, Obj: 0.045339, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.600828, Class: 0.997241, Obj: 0.602519, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737676, Class: 0.982519, Obj: 0.030503, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762831, Class: 0.996572, Obj: 0.073851, No Obj: 0.000045, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589687, Class: 0.955125, Obj: 0.019364, No Obj: 0.000073, .5R: 0.875000, .75R: 0.000000, count: 8 Region 82 Avg IOU: 0.660439, Class: 0.975659, Obj: 0.147337, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545975, Class: 0.993528, Obj: 0.011413, No Obj: 0.000052, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518640, Class: 0.995582, Obj: 0.149243, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636605, Class: 0.957850, Obj: 0.016449, No Obj: 0.000060, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1044: 0.416465, 0.514860 avg loss, 0.001000 rate, 3.923614 seconds, 66816 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609776, Class: 0.999569, Obj: 0.068160, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654501, Class: 0.989342, Obj: 0.019316, No Obj: 0.000098, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641199, Class: 0.987627, Obj: 0.029101, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.465371, Class: 0.985996, Obj: 0.002028, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.627716, Class: 0.994620, Obj: 0.620217, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740651, Class: 0.996538, Obj: 0.107832, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.506972, Class: 0.987985, Obj: 0.298982, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778843, Class: 0.995333, Obj: 0.049721, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899095, Class: 0.992732, Obj: 0.010493, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696190, Class: 0.977680, Obj: 0.045278, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.672394, Class: 0.987423, Obj: 0.361050, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831059, Class: 0.992185, Obj: 0.243856, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631961, Class: 0.985925, Obj: 0.029074, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805103, Class: 0.988156, Obj: 0.111791, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.651966, Class: 0.940707, Obj: 0.042824, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1045: 0.435922, 0.506966 avg loss, 0.001000 rate, 3.926056 seconds, 66880 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794550, Class: 0.990935, Obj: 0.149425, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598886, Class: 0.978746, Obj: 0.036367, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.631188, Class: 0.982844, Obj: 0.040783, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744724, Class: 0.982187, Obj: 0.092614, No Obj: 0.000140, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.369694, Class: 0.753172, Obj: 0.111876, No Obj: 0.000451, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.565264, Class: 0.988750, Obj: 0.012721, No Obj: 0.000035, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.896721, Class: 0.995535, Obj: 0.371764, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635734, Class: 0.990059, Obj: 0.130439, No Obj: 0.000150, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652287, Class: 0.989417, Obj: 0.044446, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677169, Class: 0.972308, Obj: 0.098310, No Obj: 0.000137, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672728, Class: 0.985470, Obj: 0.089384, No Obj: 0.000108, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.665828, Class: 0.989110, Obj: 0.162933, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.321910, Class: 0.963090, Obj: 0.004987, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667019, Class: 0.984524, Obj: 0.043093, No Obj: 0.000140, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1046: 0.455628, 0.501832 avg loss, 0.001000 rate, 3.926747 seconds, 66944 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.642496, Class: 0.975367, Obj: 0.281245, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747077, Class: 0.961972, Obj: 0.218420, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.854039, Class: 0.995570, Obj: 0.048166, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686353, Class: 0.986078, Obj: 0.045682, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666843, Class: 0.995735, Obj: 0.075141, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598039, Class: 0.951863, Obj: 0.019352, No Obj: 0.000084, .5R: 0.818182, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657360, Class: 0.982628, Obj: 0.083585, No Obj: 0.000114, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.704663, Class: 0.995473, Obj: 0.169618, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745584, Class: 0.984279, Obj: 0.101857, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740326, Class: 0.987367, Obj: 0.077961, No Obj: 0.000116, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000360, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722602, Class: 0.995029, Obj: 0.152610, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682433, Class: 0.987324, Obj: 0.246233, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.635147, Class: 0.969091, Obj: 0.046216, No Obj: 0.000097, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1047: 0.425511, 0.494200 avg loss, 0.001000 rate, 3.919295 seconds, 67008 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741675, Class: 0.998665, Obj: 0.219577, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702443, Class: 0.982831, Obj: 0.118948, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.744783, Class: 0.937668, Obj: 0.008132, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.849717, Class: 0.989144, Obj: 0.309611, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.882300, Class: 0.981514, Obj: 0.009160, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.879825, Class: 0.984817, Obj: 0.150409, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627504, Class: 0.953486, Obj: 0.021798, No Obj: 0.000059, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.576630, Class: 0.949695, Obj: 0.012737, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844581, Class: 0.993221, Obj: 0.083895, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778948, Class: 0.989165, Obj: 0.013195, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852064, Class: 0.940149, Obj: 0.151268, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629719, Class: 0.987327, Obj: 0.034483, No Obj: 0.000074, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675907, Class: 0.973491, Obj: 0.158632, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.437149, Class: 0.984598, Obj: 0.004629, No Obj: 0.000060, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687606, Class: 0.996349, Obj: 0.270243, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.563139, Class: 0.981868, Obj: 0.077648, No Obj: 0.000058, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703827, Class: 0.982288, Obj: 0.030834, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.656937, Class: 0.986839, Obj: 0.040784, No Obj: 0.000112, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1048: 0.389561, 0.483736 avg loss, 0.001000 rate, 3.928778 seconds, 67072 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755982, Class: 0.991831, Obj: 0.062128, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640203, Class: 0.999095, Obj: 0.416493, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536706, Class: 0.989930, Obj: 0.086991, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.789826, Class: 0.983270, Obj: 0.424068, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.591020, Class: 0.907467, Obj: 0.044911, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703384, Class: 0.985325, Obj: 0.052119, No Obj: 0.000089, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627885, Class: 0.975718, Obj: 0.021616, No Obj: 0.000059, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.871760, Class: 0.986737, Obj: 0.035824, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785284, Class: 0.990185, Obj: 0.034343, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777928, Class: 0.982078, Obj: 0.051042, No Obj: 0.000046, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766407, Class: 0.937233, Obj: 0.086710, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.606418, Class: 0.947911, Obj: 0.008782, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1049: 0.387563, 0.474119 avg loss, 0.001000 rate, 3.925225 seconds, 67136 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512083, Class: 0.996665, Obj: 0.201984, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719359, Class: 0.988647, Obj: 0.039663, No Obj: 0.000079, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.469977, Class: 0.985522, Obj: 0.017019, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647264, Class: 0.969758, Obj: 0.073919, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.633744, Class: 0.972120, Obj: 0.017919, No Obj: 0.000071, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674636, Class: 0.981569, Obj: 0.038674, No Obj: 0.000055, .5R: 1.000000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624323, Class: 0.933200, Obj: 0.041117, No Obj: 0.000044, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440023, Class: 0.997274, Obj: 0.015273, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.564454, Class: 0.978502, Obj: 0.017164, No Obj: 0.000040, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.625803, Class: 0.986345, Obj: 0.304929, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.782451, Class: 0.953774, Obj: 0.070722, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.689039, Class: 0.931247, Obj: 0.001085, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639478, Class: 0.964604, Obj: 0.027617, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615510, Class: 0.982722, Obj: 0.114720, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746795, Class: 0.942621, Obj: 0.015807, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698057, Class: 0.980660, Obj: 0.020535, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1050: 0.571234, 0.483831 avg loss, 0.001000 rate, 3.938297 seconds, 67200 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864255, Class: 0.977412, Obj: 0.245649, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.553847, Class: 0.973635, Obj: 0.107293, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.658552, Class: 0.995113, Obj: 0.338463, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741099, Class: 0.984058, Obj: 0.044822, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738187, Class: 0.990661, Obj: 0.269802, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754782, Class: 0.994258, Obj: 0.081806, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745424, Class: 0.991011, Obj: 0.048249, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.680797, Class: 0.909782, Obj: 0.298061, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.649188, Class: 0.963064, Obj: 0.219608, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537438, Class: 0.982907, Obj: 0.022217, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.786072, Class: 0.931438, Obj: 0.005323, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.697097, Class: 0.941621, Obj: 0.018092, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772146, Class: 0.980455, Obj: 0.067295, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.562661, Class: 0.911133, Obj: 0.003517, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.311715, Class: 0.989912, Obj: 0.067470, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.567788, Class: 0.983511, Obj: 0.034589, No Obj: 0.000087, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1051: 0.413035, 0.476751 avg loss, 0.001000 rate, 3.925500 seconds, 67264 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719677, Class: 0.986291, Obj: 0.335917, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.629313, Class: 0.972525, Obj: 0.107694, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.721474, Class: 0.988509, Obj: 0.137901, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759121, Class: 0.981285, Obj: 0.104847, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594660, Class: 0.986173, Obj: 0.024729, No Obj: 0.000109, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771678, Class: 0.992985, Obj: 0.174179, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.766982, Class: 0.988210, Obj: 0.147248, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650757, Class: 0.951182, Obj: 0.064414, No Obj: 0.000069, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.730748, Class: 0.975592, Obj: 0.182672, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.772086, Class: 0.932715, Obj: 0.035609, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675647, Class: 0.968424, Obj: 0.000517, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673620, Class: 0.994796, Obj: 0.292362, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.654209, Class: 0.979593, Obj: 0.098623, No Obj: 0.000117, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667712, Class: 0.987155, Obj: 0.037696, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1052: 0.461459, 0.475222 avg loss, 0.001000 rate, 3.930470 seconds, 67328 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723253, Class: 0.991041, Obj: 0.121268, No Obj: 0.000113, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.325715, Class: 0.877478, Obj: 0.001431, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730940, Class: 0.986549, Obj: 0.064261, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718502, Class: 0.995479, Obj: 0.001559, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800206, Class: 0.993428, Obj: 0.144174, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724655, Class: 0.992085, Obj: 0.085950, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695815, Class: 0.863339, Obj: 0.005734, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818916, Class: 0.994733, Obj: 0.136310, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815735, Class: 0.968750, Obj: 0.044848, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685360, Class: 0.974395, Obj: 0.029999, No Obj: 0.000071, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501493, Class: 0.966053, Obj: 0.000820, No Obj: 0.000060, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650568, Class: 0.982430, Obj: 0.117741, No Obj: 0.000294, .5R: 0.833333, .75R: 0.166667, count: 6 Region 106 Avg IOU: 0.787175, Class: 0.987764, Obj: 0.109381, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1053: 0.550302, 0.482730 avg loss, 0.001000 rate, 3.931285 seconds, 67392 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.576898, Class: 0.982774, Obj: 0.150283, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777807, Class: 0.994143, Obj: 0.139426, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.673812, Class: 0.831175, Obj: 0.024191, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.627262, Class: 0.991450, Obj: 0.024991, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693799, Class: 0.992064, Obj: 0.067032, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704636, Class: 0.972418, Obj: 0.137996, No Obj: 0.000228, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.546323, Class: 0.981641, Obj: 0.069581, No Obj: 0.000185, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609710, Class: 0.991087, Obj: 0.065729, No Obj: 0.000107, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664568, Class: 0.986431, Obj: 0.123597, No Obj: 0.000129, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708803, Class: 0.994549, Obj: 0.444856, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673281, Class: 0.980114, Obj: 0.099618, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603317, Class: 0.989066, Obj: 0.145653, No Obj: 0.000155, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629532, Class: 0.983539, Obj: 0.153146, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1054: 0.481756, 0.482633 avg loss, 0.001000 rate, 3.933242 seconds, 67456 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682631, Class: 0.882650, Obj: 0.015488, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721580, Class: 0.982979, Obj: 0.048317, No Obj: 0.000152, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.464144, Class: 0.982337, Obj: 0.093702, No Obj: 0.000074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802988, Class: 0.995025, Obj: 0.077506, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.461197, Class: 0.891100, Obj: 0.287851, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.652399, Class: 0.986475, Obj: 0.247382, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417741, Class: 0.947670, Obj: 0.017529, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710591, Class: 0.986459, Obj: 0.166511, No Obj: 0.000155, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589370, Class: 0.985764, Obj: 0.009291, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682705, Class: 0.997598, Obj: 0.537489, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840861, Class: 0.958555, Obj: 0.272660, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712362, Class: 0.991953, Obj: 0.044159, No Obj: 0.000114, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690806, Class: 0.994634, Obj: 0.149225, No Obj: 0.000147, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847500, Class: 0.994334, Obj: 0.187781, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627101, Class: 0.985423, Obj: 0.028704, No Obj: 0.000086, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1055: 0.425928, 0.476962 avg loss, 0.001000 rate, 3.928375 seconds, 67520 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.605194, Class: 0.958269, Obj: 0.009842, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.652183, Class: 0.904579, Obj: 0.010224, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797203, Class: 0.989494, Obj: 0.145313, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823670, Class: 0.974775, Obj: 0.007097, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733728, Class: 0.994360, Obj: 0.126710, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798122, Class: 0.996444, Obj: 0.350494, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.696610, Class: 0.996489, Obj: 0.009931, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882549, Class: 0.996992, Obj: 0.503599, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777575, Class: 0.997675, Obj: 0.099295, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644534, Class: 0.983616, Obj: 0.042635, No Obj: 0.000109, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572831, Class: 0.971569, Obj: 0.045487, No Obj: 0.000090, .5R: 0.900000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626328, Class: 0.982320, Obj: 0.047956, No Obj: 0.000085, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.721109, Class: 0.994753, Obj: 0.432821, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608567, Class: 0.990860, Obj: 0.016238, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1056: 0.402278, 0.469494 avg loss, 0.001000 rate, 3.920845 seconds, 67584 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598356, Class: 0.879113, Obj: 0.054818, No Obj: 0.000136, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.627402, Class: 0.944979, Obj: 0.046153, No Obj: 0.000056, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677596, Class: 0.912633, Obj: 0.007490, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613588, Class: 0.988556, Obj: 0.016538, No Obj: 0.000072, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673614, Class: 0.996386, Obj: 0.280782, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652166, Class: 0.996571, Obj: 0.153922, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608680, Class: 0.991714, Obj: 0.037956, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556700, Class: 0.991809, Obj: 0.208206, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.545737, Class: 0.978999, Obj: 0.040769, No Obj: 0.000048, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595195, Class: 0.965680, Obj: 0.010841, No Obj: 0.000119, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.697720, Class: 0.990908, Obj: 0.027455, No Obj: 0.000039, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627198, Class: 0.991748, Obj: 0.032922, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597561, Class: 0.973053, Obj: 0.017338, No Obj: 0.000045, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471053, Class: 0.962213, Obj: 0.099343, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.519983, Class: 0.990644, Obj: 0.021872, No Obj: 0.000051, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1057: 0.681467, 0.490691 avg loss, 0.001000 rate, 3.929254 seconds, 67648 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784523, Class: 0.961498, Obj: 0.072514, No Obj: 0.000042, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508944, Class: 0.975713, Obj: 0.166380, No Obj: 0.000050, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897303, Class: 0.993955, Obj: 0.116648, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781620, Class: 0.994023, Obj: 0.074361, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819452, Class: 0.978888, Obj: 0.137551, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629299, Class: 0.952348, Obj: 0.075901, No Obj: 0.000067, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810613, Class: 0.992344, Obj: 0.040898, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757418, Class: 0.994104, Obj: 0.078725, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.656860, Class: 0.984555, Obj: 0.032765, No Obj: 0.000049, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703875, Class: 0.991982, Obj: 0.237257, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.596394, Class: 0.968282, Obj: 0.006726, No Obj: 0.000035, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787417, Class: 0.999541, Obj: 0.083917, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1058: 0.382651, 0.479887 avg loss, 0.001000 rate, 3.924937 seconds, 67712 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784612, Class: 0.980571, Obj: 0.410983, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856047, Class: 0.975232, Obj: 0.020109, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762709, Class: 0.994995, Obj: 0.597352, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605411, Class: 0.983907, Obj: 0.093865, No Obj: 0.000108, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640866, Class: 0.936372, Obj: 0.025260, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707639, Class: 0.997826, Obj: 0.022164, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.596939, Class: 0.981131, Obj: 0.141829, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682638, Class: 0.970428, Obj: 0.000372, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.724675, Class: 0.987365, Obj: 0.014644, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830745, Class: 0.970650, Obj: 0.005751, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496469, Class: 0.981580, Obj: 0.001984, No Obj: 0.000041, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906316, Class: 0.984270, Obj: 0.140043, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.542394, Class: 0.994642, Obj: 0.138755, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785475, Class: 0.999149, Obj: 0.006459, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735231, Class: 0.991650, Obj: 0.016355, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1059: 0.284027, 0.460301 avg loss, 0.001000 rate, 3.907101 seconds, 67776 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736010, Class: 0.966347, Obj: 0.231918, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842269, Class: 0.992983, Obj: 0.149430, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.666080, Class: 0.978279, Obj: 0.006641, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.426659, Class: 0.887750, Obj: 0.000120, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755399, Class: 0.986832, Obj: 0.063538, No Obj: 0.000108, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673365, Class: 0.954149, Obj: 0.018506, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765883, Class: 0.995797, Obj: 0.207570, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679556, Class: 0.981346, Obj: 0.033026, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.598195, Class: 0.979214, Obj: 0.060845, No Obj: 0.000098, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759788, Class: 0.999743, Obj: 0.206085, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681173, Class: 0.958941, Obj: 0.017122, No Obj: 0.000268, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.527725, Class: 0.994004, Obj: 0.040601, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.627946, Class: 0.989331, Obj: 0.331807, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709807, Class: 0.991936, Obj: 0.055387, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719477, Class: 0.993316, Obj: 0.248192, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673205, Class: 0.969564, Obj: 0.058785, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1060: 0.442781, 0.458549 avg loss, 0.001000 rate, 3.919225 seconds, 67840 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597401, Class: 0.948084, Obj: 0.003426, No Obj: 0.000056, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.622173, Class: 0.950825, Obj: 0.052909, No Obj: 0.000107, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.649558, Class: 0.993696, Obj: 0.067371, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.623354, Class: 0.972540, Obj: 0.083050, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.651173, Class: 0.994102, Obj: 0.390576, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774262, Class: 0.961619, Obj: 0.195438, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.576018, Class: 0.990725, Obj: 0.198196, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673655, Class: 0.935051, Obj: 0.000060, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651394, Class: 0.994802, Obj: 0.213911, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742231, Class: 0.998115, Obj: 0.267592, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673911, Class: 0.987532, Obj: 0.067857, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.302114, Class: 0.940848, Obj: 0.056561, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.781031, Class: 0.945183, Obj: 0.095071, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.642210, Class: 0.983003, Obj: 0.043399, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776046, Class: 0.997153, Obj: 0.080836, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687865, Class: 0.992336, Obj: 0.083961, No Obj: 0.000125, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661766, Class: 0.998847, Obj: 0.040058, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652160, Class: 0.972101, Obj: 0.031197, No Obj: 0.000094, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1061: 0.483508, 0.461045 avg loss, 0.001000 rate, 3.903255 seconds, 67904 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504922, Class: 0.999305, Obj: 0.067326, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.670605, Class: 0.923176, Obj: 0.048948, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.674909, Class: 0.968130, Obj: 0.029625, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682593, Class: 0.984438, Obj: 0.083699, No Obj: 0.000098, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581602, Class: 0.998418, Obj: 0.499217, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790975, Class: 0.994581, Obj: 0.083739, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766504, Class: 0.984428, Obj: 0.121151, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.609008, Class: 0.990514, Obj: 0.006506, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571820, Class: 0.989876, Obj: 0.111592, No Obj: 0.000049, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613404, Class: 0.983672, Obj: 0.159950, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.821272, Class: 0.986580, Obj: 0.105210, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670401, Class: 0.985758, Obj: 0.160278, No Obj: 0.000174, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.550307, Class: 0.974427, Obj: 0.018435, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1062: 0.321175, 0.447058 avg loss, 0.001000 rate, 3.901477 seconds, 67968 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646093, Class: 0.985968, Obj: 0.049674, No Obj: 0.000073, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647604, Class: 0.992395, Obj: 0.112067, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671197, Class: 0.991729, Obj: 0.033349, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586002, Class: 0.980085, Obj: 0.093363, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667442, Class: 0.987127, Obj: 0.094896, No Obj: 0.000069, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.594542, Class: 0.805064, Obj: 0.000204, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710606, Class: 0.972774, Obj: 0.101305, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440574, Class: 0.996097, Obj: 0.034318, No Obj: 0.000058, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642711, Class: 0.995398, Obj: 0.169506, No Obj: 0.000120, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688951, Class: 0.991651, Obj: 0.025385, No Obj: 0.000073, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.468899, Class: 0.992548, Obj: 0.355359, No Obj: 0.000119, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598174, Class: 0.978454, Obj: 0.026928, No Obj: 0.000054, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692799, Class: 0.987137, Obj: 0.072976, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1063: 0.447049, 0.447057 avg loss, 0.001000 rate, 3.923500 seconds, 68032 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728314, Class: 0.997019, Obj: 0.180013, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687057, Class: 0.989460, Obj: 0.117436, No Obj: 0.000096, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574235, Class: 0.983562, Obj: 0.065890, No Obj: 0.000050, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633303, Class: 0.963460, Obj: 0.067946, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704707, Class: 0.977154, Obj: 0.024516, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588789, Class: 0.991517, Obj: 0.028840, No Obj: 0.000035, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658214, Class: 0.989529, Obj: 0.022734, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621002, Class: 0.998019, Obj: 0.025168, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574429, Class: 0.956435, Obj: 0.012422, No Obj: 0.000056, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674402, Class: 0.915918, Obj: 0.029794, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.834341, Class: 0.994812, Obj: 0.102092, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678485, Class: 0.990947, Obj: 0.097708, No Obj: 0.000071, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1064: 0.443127, 0.446664 avg loss, 0.001000 rate, 3.903611 seconds, 68096 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666018, Class: 0.962203, Obj: 0.178690, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597590, Class: 0.979065, Obj: 0.042473, No Obj: 0.000065, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685597, Class: 0.997348, Obj: 0.217369, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763408, Class: 0.989408, Obj: 0.150459, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668663, Class: 0.940113, Obj: 0.001334, No Obj: 0.000038, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.639085, Class: 0.992834, Obj: 0.639299, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701798, Class: 0.991088, Obj: 0.142538, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606967, Class: 0.976322, Obj: 0.125108, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622951, Class: 0.984282, Obj: 0.119643, No Obj: 0.000126, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.423038, Class: 0.972268, Obj: 0.002085, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644083, Class: 0.983762, Obj: 0.050894, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895241, Class: 0.967286, Obj: 0.253346, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620069, Class: 0.982848, Obj: 0.010779, No Obj: 0.000056, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625819, Class: 0.995182, Obj: 0.092960, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1065: 0.517007, 0.453698 avg loss, 0.001000 rate, 3.903474 seconds, 68160 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802087, Class: 0.995239, Obj: 0.028276, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635644, Class: 0.995252, Obj: 0.489170, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.602210, Class: 0.995819, Obj: 0.716515, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.668811, Class: 0.921922, Obj: 0.000539, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806643, Class: 0.982538, Obj: 0.023692, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796113, Class: 0.977372, Obj: 0.123896, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.656074, Class: 0.980058, Obj: 0.097796, No Obj: 0.000094, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685342, Class: 0.970846, Obj: 0.057221, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673248, Class: 0.983616, Obj: 0.093199, No Obj: 0.000106, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611407, Class: 0.984115, Obj: 0.003492, No Obj: 0.000026, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677666, Class: 0.987932, Obj: 0.076486, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533817, Class: 0.958068, Obj: 0.000098, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1066: 0.417748, 0.450103 avg loss, 0.001000 rate, 3.903240 seconds, 68224 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720558, Class: 0.951957, Obj: 0.027959, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684700, Class: 0.983378, Obj: 0.286590, No Obj: 0.000131, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440794, Class: 0.975890, Obj: 0.015896, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740242, Class: 0.980346, Obj: 0.025365, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611259, Class: 0.962329, Obj: 0.037340, No Obj: 0.000103, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.859271, Class: 0.980941, Obj: 0.060550, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.551403, Class: 0.997569, Obj: 0.127364, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554004, Class: 0.994831, Obj: 0.088852, No Obj: 0.000131, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629642, Class: 0.955445, Obj: 0.056539, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.667049, Class: 0.981707, Obj: 0.122092, No Obj: 0.000188, .5R: 1.000000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774791, Class: 0.991958, Obj: 0.178575, No Obj: 0.000146, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809950, Class: 0.937727, Obj: 0.164831, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727206, Class: 0.990290, Obj: 0.113648, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1067: 0.478009, 0.452894 avg loss, 0.001000 rate, 3.903650 seconds, 68288 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694221, Class: 0.994388, Obj: 0.202946, No Obj: 0.000183, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613772, Class: 0.981818, Obj: 0.123666, No Obj: 0.000165, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592691, Class: 0.980768, Obj: 0.067161, No Obj: 0.000089, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709969, Class: 0.990089, Obj: 0.122419, No Obj: 0.000167, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600508, Class: 0.910435, Obj: 0.000418, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554113, Class: 0.974165, Obj: 0.038545, No Obj: 0.000121, .5R: 0.600000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700276, Class: 0.999085, Obj: 0.228982, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.470613, Class: 0.980228, Obj: 0.097605, No Obj: 0.000112, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577130, Class: 0.997503, Obj: 0.150134, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656531, Class: 0.983414, Obj: 0.056842, No Obj: 0.000117, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1068: 0.608650, 0.468470 avg loss, 0.001000 rate, 3.903015 seconds, 68352 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711230, Class: 0.997688, Obj: 0.256765, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.230269, Class: 0.955932, Obj: 0.059456, No Obj: 0.000220, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.691377, Class: 0.857951, Obj: 0.000206, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693239, Class: 0.986753, Obj: 0.114991, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814792, Class: 0.998029, Obj: 0.013887, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685949, Class: 0.990849, Obj: 0.099365, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621482, Class: 0.977420, Obj: 0.024815, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.590672, Class: 0.923189, Obj: 0.216908, No Obj: 0.000170, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761536, Class: 0.988527, Obj: 0.019084, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.953501, Class: 0.988030, Obj: 0.050387, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612436, Class: 0.989033, Obj: 0.056644, No Obj: 0.000139, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588497, Class: 0.857839, Obj: 0.012219, No Obj: 0.000049, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.362710, Class: 0.976995, Obj: 0.004180, No Obj: 0.000043, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765506, Class: 0.934370, Obj: 0.009276, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650168, Class: 0.993534, Obj: 0.130462, No Obj: 0.000130, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1069: 0.578360, 0.479459 avg loss, 0.001000 rate, 3.904000 seconds, 68416 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.522633, Class: 0.972724, Obj: 0.136410, No Obj: 0.000180, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.399947, Class: 0.997904, Obj: 0.005480, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740870, Class: 0.991797, Obj: 0.094885, No Obj: 0.000120, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789901, Class: 0.985835, Obj: 0.278934, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.615297, Class: 0.973403, Obj: 0.000391, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597420, Class: 0.995203, Obj: 0.023053, No Obj: 0.000074, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.473439, Class: 0.996723, Obj: 0.010921, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562200, Class: 0.993024, Obj: 0.101152, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611442, Class: 0.960462, Obj: 0.000632, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607381, Class: 0.992631, Obj: 0.080151, No Obj: 0.000068, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827016, Class: 0.972133, Obj: 0.408646, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.479239, Class: 0.974887, Obj: 0.034496, No Obj: 0.000072, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693391, Class: 0.974915, Obj: 0.014450, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.873017, Class: 0.991518, Obj: 0.123861, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.565543, Class: 0.947981, Obj: 0.033151, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594635, Class: 0.994156, Obj: 0.064749, No Obj: 0.000115, .5R: 0.750000, .75R: 0.125000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1070: 0.551430, 0.486656 avg loss, 0.001000 rate, 3.900893 seconds, 68480 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.514985, Class: 0.791809, Obj: 0.000257, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678363, Class: 0.989899, Obj: 0.027474, No Obj: 0.000065, .5R: 1.000000, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563414, Class: 0.992249, Obj: 0.017385, No Obj: 0.000030, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586598, Class: 0.969185, Obj: 0.043619, No Obj: 0.000068, .5R: 0.800000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.647929, Class: 0.992197, Obj: 0.063335, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606234, Class: 0.978136, Obj: 0.034049, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.786280, Class: 0.988705, Obj: 0.031659, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674400, Class: 0.966694, Obj: 0.037316, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 6 Region 106 Avg IOU: 0.798338, Class: 0.984032, Obj: 0.002179, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686773, Class: 0.998227, Obj: 0.202706, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701129, Class: 0.995700, Obj: 0.052497, No Obj: 0.000061, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.682863, Class: 0.688765, Obj: 0.002106, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.625684, Class: 0.944234, Obj: 0.010915, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.656019, Class: 0.973290, Obj: 0.013005, No Obj: 0.000040, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696343, Class: 0.998953, Obj: 0.103151, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692308, Class: 0.995362, Obj: 0.073942, No Obj: 0.000056, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1071: 0.613454, 0.499336 avg loss, 0.001000 rate, 3.904893 seconds, 68544 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537175, Class: 0.951183, Obj: 0.070724, No Obj: 0.000149, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.599420, Class: 0.968209, Obj: 0.030830, No Obj: 0.000055, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596317, Class: 0.992975, Obj: 0.002883, No Obj: 0.000034, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733809, Class: 0.992288, Obj: 0.014788, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699034, Class: 0.989229, Obj: 0.017191, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.290057, Class: 0.990749, Obj: 0.072292, No Obj: 0.000023, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743875, Class: 0.989208, Obj: 0.037994, No Obj: 0.000042, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.656421, Class: 0.950198, Obj: 0.073957, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614529, Class: 0.986269, Obj: 0.018478, No Obj: 0.000033, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.655837, Class: 0.983998, Obj: 0.171897, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.585681, Class: 0.976357, Obj: 0.087875, No Obj: 0.000112, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.622690, Class: 0.964607, Obj: 0.014748, No Obj: 0.000032, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510837, Class: 0.996364, Obj: 0.016207, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664466, Class: 0.986423, Obj: 0.005510, No Obj: 0.000065, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641892, Class: 0.996669, Obj: 0.100271, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.629570, Class: 0.989555, Obj: 0.030716, No Obj: 0.000063, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1072: 0.609925, 0.510395 avg loss, 0.001000 rate, 3.904426 seconds, 68608 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676245, Class: 0.991881, Obj: 0.020381, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.724803, Class: 0.989612, Obj: 0.038953, No Obj: 0.000085, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483691, Class: 0.984169, Obj: 0.068824, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.608569, Class: 0.957499, Obj: 0.017490, No Obj: 0.000058, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715537, Class: 0.986007, Obj: 0.076956, No Obj: 0.000082, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.471266, Class: 0.846265, Obj: 0.001368, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620388, Class: 0.987334, Obj: 0.044250, No Obj: 0.000097, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815306, Class: 0.996738, Obj: 0.059605, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587608, Class: 0.981550, Obj: 0.058150, No Obj: 0.000086, .5R: 0.600000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634190, Class: 0.983565, Obj: 0.066744, No Obj: 0.000068, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791664, Class: 0.870820, Obj: 0.032656, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727100, Class: 0.995736, Obj: 0.042920, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1073: 0.689042, 0.528259 avg loss, 0.001000 rate, 3.905909 seconds, 68672 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750269, Class: 0.992030, Obj: 0.098340, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489806, Class: 0.970329, Obj: 0.024251, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711387, Class: 0.988937, Obj: 0.146575, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546020, Class: 0.866110, Obj: 0.019513, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.777189, Class: 0.906106, Obj: 0.009343, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641294, Class: 0.943279, Obj: 0.150007, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.634937, Class: 0.965488, Obj: 0.003519, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502317, Class: 0.991439, Obj: 0.144752, No Obj: 0.000151, .5R: 0.333333, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.645162, Class: 0.982631, Obj: 0.085664, No Obj: 0.000130, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.794563, Class: 0.993657, Obj: 0.074173, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646518, Class: 0.997906, Obj: 0.413909, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697362, Class: 0.997500, Obj: 0.163612, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587525, Class: 0.995952, Obj: 0.350675, No Obj: 0.000176, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807026, Class: 0.992722, Obj: 0.113750, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780372, Class: 0.993853, Obj: 0.060261, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1074: 0.379115, 0.513345 avg loss, 0.001000 rate, 3.907061 seconds, 68736 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793510, Class: 0.995517, Obj: 0.175548, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657136, Class: 0.987250, Obj: 0.088312, No Obj: 0.000206, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.472879, Class: 0.916597, Obj: 0.000449, No Obj: 0.000199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.686301, Class: 0.996247, Obj: 0.141475, No Obj: 0.000200, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.648096, Class: 0.987733, Obj: 0.154641, No Obj: 0.000231, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639839, Class: 0.995597, Obj: 0.201055, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.635003, Class: 0.985972, Obj: 0.023735, No Obj: 0.000167, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670507, Class: 0.930906, Obj: 0.151273, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.574649, Class: 0.898031, Obj: 0.000045, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580476, Class: 0.992645, Obj: 0.220984, No Obj: 0.000198, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.622693, Class: 0.992270, Obj: 0.202860, No Obj: 0.000130, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697627, Class: 0.994475, Obj: 0.069556, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611687, Class: 0.994223, Obj: 0.364991, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1075: 0.366055, 0.498616 avg loss, 0.001000 rate, 3.905842 seconds, 68800 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733634, Class: 0.977126, Obj: 0.444773, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.828821, Class: 0.996577, Obj: 0.103239, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617319, Class: 0.991230, Obj: 0.015598, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.608198, Class: 0.981352, Obj: 0.026507, No Obj: 0.000077, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592446, Class: 0.982630, Obj: 0.035700, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689685, Class: 0.990761, Obj: 0.147257, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684189, Class: 0.991489, Obj: 0.183021, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620821, Class: 0.988936, Obj: 0.146726, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714610, Class: 0.997975, Obj: 0.435929, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712294, Class: 0.980829, Obj: 0.101412, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631721, Class: 0.993902, Obj: 0.182281, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.398687, Class: 0.990042, Obj: 0.007696, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719408, Class: 0.992956, Obj: 0.308979, No Obj: 0.000248, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.664859, Class: 0.993774, Obj: 0.116978, No Obj: 0.000135, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1076: 0.440842, 0.492838 avg loss, 0.001000 rate, 3.906083 seconds, 68864 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.589000, Class: 0.993105, Obj: 0.442805, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628320, Class: 0.906644, Obj: 0.073967, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.698871, Class: 0.995106, Obj: 0.095259, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661585, Class: 0.985700, Obj: 0.035272, No Obj: 0.000053, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.294843, Class: 0.924992, Obj: 0.000662, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734010, Class: 0.986045, Obj: 0.117831, No Obj: 0.000385, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.722780, Class: 0.974485, Obj: 0.057430, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637471, Class: 0.990293, Obj: 0.080204, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.687471, Class: 0.977467, Obj: 0.022203, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514636, Class: 0.996832, Obj: 0.033762, No Obj: 0.000029, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570733, Class: 0.963375, Obj: 0.074077, No Obj: 0.000184, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.593771, Class: 0.983358, Obj: 0.081622, No Obj: 0.000062, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660044, Class: 0.992861, Obj: 0.041547, No Obj: 0.000050, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609708, Class: 0.977063, Obj: 0.088180, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.721258, Class: 0.989013, Obj: 0.012296, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1077: 0.548767, 0.498431 avg loss, 0.001000 rate, 3.903146 seconds, 68928 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678044, Class: 0.994674, Obj: 0.060637, No Obj: 0.000067, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833359, Class: 0.994040, Obj: 0.072161, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.601945, Class: 0.945364, Obj: 0.001132, No Obj: 0.000047, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771729, Class: 0.987703, Obj: 0.000399, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655722, Class: 0.998312, Obj: 0.124733, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645138, Class: 0.975721, Obj: 0.001177, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436844, Class: 0.987562, Obj: 0.089767, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661480, Class: 0.989598, Obj: 0.021522, No Obj: 0.000049, .5R: 1.000000, .75R: 0.111111, count: 9 Region 82 Avg IOU: 0.582278, Class: 0.949087, Obj: 0.028926, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.662188, Class: 0.996344, Obj: 0.002216, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728050, Class: 0.996701, Obj: 0.060299, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728667, Class: 0.992315, Obj: 0.023753, No Obj: 0.000045, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656244, Class: 0.993270, Obj: 0.030653, No Obj: 0.000037, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1078: 0.467654, 0.495354 avg loss, 0.001000 rate, 3.903398 seconds, 68992 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679576, Class: 0.996075, Obj: 0.072570, No Obj: 0.000040, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619307, Class: 0.933661, Obj: 0.002145, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749182, Class: 0.981293, Obj: 0.004872, No Obj: 0.000042, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.441234, Class: 0.998707, Obj: 0.269244, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659871, Class: 0.989734, Obj: 0.060334, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635090, Class: 0.987098, Obj: 0.041385, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.738851, Class: 0.995400, Obj: 0.035716, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859138, Class: 0.996105, Obj: 0.044833, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678459, Class: 0.981942, Obj: 0.020514, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789845, Class: 0.990549, Obj: 0.014334, No Obj: 0.000026, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.647157, Class: 0.954136, Obj: 0.032142, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.614813, Class: 0.973131, Obj: 0.025391, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.738442, Class: 0.990555, Obj: 0.065410, No Obj: 0.000048, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.869879, Class: 0.929483, Obj: 0.000132, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761965, Class: 0.984662, Obj: 0.023140, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1079: 0.330078, 0.478826 avg loss, 0.001000 rate, 3.902393 seconds, 69056 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662456, Class: 0.945079, Obj: 0.001422, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.900395, Class: 0.986728, Obj: 0.234631, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630497, Class: 0.985690, Obj: 0.056673, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.779827, Class: 0.991162, Obj: 0.126555, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783538, Class: 0.959766, Obj: 0.096868, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621068, Class: 0.994498, Obj: 0.172798, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.307845, Class: 0.965230, Obj: 0.001231, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.600612, Class: 0.978944, Obj: 0.482008, No Obj: 0.000239, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646847, Class: 0.987554, Obj: 0.022382, No Obj: 0.000055, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.449600, Class: 0.992257, Obj: 0.135796, No Obj: 0.000190, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618789, Class: 0.987294, Obj: 0.004562, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541702, Class: 0.988544, Obj: 0.191944, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.518303, Class: 0.991265, Obj: 0.048120, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568241, Class: 0.979718, Obj: 0.009495, No Obj: 0.000053, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541580, Class: 0.988276, Obj: 0.065923, No Obj: 0.000084, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1080: 0.463488, 0.477292 avg loss, 0.001000 rate, 3.904595 seconds, 69120 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704152, Class: 0.960998, Obj: 0.009790, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.719800, Class: 0.984833, Obj: 0.135072, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732193, Class: 0.991104, Obj: 0.247526, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806384, Class: 0.994670, Obj: 0.151165, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683589, Class: 0.984588, Obj: 0.061893, No Obj: 0.000108, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.540112, Class: 0.990829, Obj: 0.155939, No Obj: 0.000094, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.566599, Class: 0.991465, Obj: 0.023388, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790815, Class: 0.988197, Obj: 0.112610, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493760, Class: 0.938241, Obj: 0.008647, No Obj: 0.000052, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.657381, Class: 0.980090, Obj: 0.090246, No Obj: 0.000090, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689161, Class: 0.988961, Obj: 0.132484, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730903, Class: 0.987504, Obj: 0.117003, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717071, Class: 0.994114, Obj: 0.142697, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.744294, Class: 0.977262, Obj: 0.159656, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.773481, Class: 0.933317, Obj: 0.002386, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.587045, Class: 0.991565, Obj: 0.067445, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661299, Class: 0.992053, Obj: 0.267045, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1081: 0.520101, 0.481573 avg loss, 0.001000 rate, 3.901981 seconds, 69184 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.558453, Class: 0.989413, Obj: 0.230078, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775723, Class: 0.960436, Obj: 0.191641, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686022, Class: 0.979060, Obj: 0.095476, No Obj: 0.000192, .5R: 0.916667, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648757, Class: 0.953019, Obj: 0.114383, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670051, Class: 0.987004, Obj: 0.196014, No Obj: 0.000276, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711353, Class: 0.996248, Obj: 0.360364, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607082, Class: 0.996483, Obj: 0.308867, No Obj: 0.000150, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699208, Class: 0.988731, Obj: 0.008311, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.690960, Class: 0.989447, Obj: 0.099000, No Obj: 0.000272, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.548218, Class: 0.988861, Obj: 0.039140, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.642678, Class: 0.988518, Obj: 0.026537, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.602676, Class: 0.984420, Obj: 0.153450, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742871, Class: 0.985178, Obj: 0.219510, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.819911, Class: 0.985446, Obj: 0.140792, No Obj: 0.000245, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661921, Class: 0.987751, Obj: 0.249590, No Obj: 0.000217, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825633, Class: 0.954106, Obj: 0.073451, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683985, Class: 0.975454, Obj: 0.143433, No Obj: 0.000141, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1082: 0.649749, 0.498391 avg loss, 0.001000 rate, 3.901827 seconds, 69248 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.724256, Class: 0.991232, Obj: 0.329150, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480994, Class: 0.987007, Obj: 0.105998, No Obj: 0.000084, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630301, Class: 0.998787, Obj: 0.504391, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760816, Class: 0.996047, Obj: 0.312030, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.417226, Class: 0.972578, Obj: 0.148013, No Obj: 0.000084, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.556327, Class: 0.992582, Obj: 0.185492, No Obj: 0.000090, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689201, Class: 0.992693, Obj: 0.081248, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660304, Class: 0.981171, Obj: 0.058295, No Obj: 0.000101, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597745, Class: 0.975988, Obj: 0.039333, No Obj: 0.000114, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.523312, Class: 0.983759, Obj: 0.036312, No Obj: 0.000079, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.654266, Class: 0.960983, Obj: 0.004027, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.720733, Class: 0.937746, Obj: 0.093249, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.595446, Class: 0.980942, Obj: 0.013372, No Obj: 0.000165, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723875, Class: 0.984203, Obj: 0.002723, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796246, Class: 0.985694, Obj: 0.052244, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625947, Class: 0.995143, Obj: 0.219858, No Obj: 0.000157, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1083: 0.507152, 0.499267 avg loss, 0.001000 rate, 3.905300 seconds, 69312 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.929816, Class: 0.993121, Obj: 0.753277, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.631272, Class: 0.981187, Obj: 0.086074, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639862, Class: 0.911524, Obj: 0.017730, No Obj: 0.000043, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626058, Class: 0.983465, Obj: 0.221751, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.674113, Class: 0.974834, Obj: 0.064428, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504898, Class: 0.993819, Obj: 0.350477, No Obj: 0.000175, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.666232, Class: 0.979031, Obj: 0.070480, No Obj: 0.000089, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.684077, Class: 0.831675, Obj: 0.024857, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.661471, Class: 0.986984, Obj: 0.000881, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581286, Class: 0.983528, Obj: 0.014953, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708610, Class: 0.973201, Obj: 0.130020, No Obj: 0.000232, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.690392, Class: 0.989059, Obj: 0.002664, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.590812, Class: 0.950295, Obj: 0.062144, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613512, Class: 0.957127, Obj: 0.000770, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642524, Class: 0.968880, Obj: 0.028012, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688713, Class: 0.986568, Obj: 0.070861, No Obj: 0.000097, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451302, Class: 0.975463, Obj: 0.034000, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.635807, Class: 0.986849, Obj: 0.082613, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1084: 0.532223, 0.502562 avg loss, 0.001000 rate, 3.901435 seconds, 69376 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.509158, Class: 0.998221, Obj: 0.269494, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702516, Class: 0.992676, Obj: 0.102692, No Obj: 0.000083, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662376, Class: 0.999408, Obj: 0.087542, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790770, Class: 0.997549, Obj: 0.034488, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754842, Class: 0.994915, Obj: 0.049605, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717871, Class: 0.990569, Obj: 0.085540, No Obj: 0.000065, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.711254, Class: 0.991417, Obj: 0.261617, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.611120, Class: 0.986447, Obj: 0.026799, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.497214, Class: 0.992768, Obj: 0.006174, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595568, Class: 0.957261, Obj: 0.219426, No Obj: 0.000130, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.706916, Class: 0.961042, Obj: 0.046774, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593284, Class: 0.971990, Obj: 0.008434, No Obj: 0.000034, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718592, Class: 0.983764, Obj: 0.096077, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750534, Class: 0.963231, Obj: 0.057927, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784206, Class: 0.988368, Obj: 0.056987, No Obj: 0.000060, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1085: 0.384227, 0.490729 avg loss, 0.001000 rate, 3.904166 seconds, 69440 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676944, Class: 0.901521, Obj: 0.050065, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622433, Class: 0.990935, Obj: 0.016014, No Obj: 0.000049, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579658, Class: 0.973938, Obj: 0.009082, No Obj: 0.000041, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493547, Class: 0.936007, Obj: 0.047278, No Obj: 0.000156, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.551805, Class: 0.979760, Obj: 0.021388, No Obj: 0.000044, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657127, Class: 0.998661, Obj: 0.002439, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770773, Class: 0.995404, Obj: 0.115334, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.882314, Class: 0.994426, Obj: 0.465961, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612906, Class: 0.983895, Obj: 0.013111, No Obj: 0.000048, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597410, Class: 0.993243, Obj: 0.051672, No Obj: 0.000049, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610110, Class: 0.998868, Obj: 0.320099, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670994, Class: 0.991313, Obj: 0.013987, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642693, Class: 0.977524, Obj: 0.133863, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618610, Class: 0.991907, Obj: 0.024733, No Obj: 0.000047, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1086: 0.522668, 0.493923 avg loss, 0.001000 rate, 3.903519 seconds, 69504 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508284, Class: 0.989387, Obj: 0.021297, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756596, Class: 0.993739, Obj: 0.187965, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670175, Class: 0.989401, Obj: 0.028731, No Obj: 0.000063, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818514, Class: 0.986366, Obj: 0.018758, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679003, Class: 0.991952, Obj: 0.090203, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711926, Class: 0.885759, Obj: 0.000204, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770316, Class: 0.984931, Obj: 0.018821, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791679, Class: 0.986432, Obj: 0.051497, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678474, Class: 0.982171, Obj: 0.025506, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596091, Class: 0.987247, Obj: 0.569946, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629465, Class: 0.989102, Obj: 0.004162, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555942, Class: 0.970545, Obj: 0.191477, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688232, Class: 0.988445, Obj: 0.060618, No Obj: 0.000085, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1087: 0.359836, 0.480514 avg loss, 0.001000 rate, 3.903631 seconds, 69568 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662476, Class: 0.991478, Obj: 0.071759, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727080, Class: 0.993947, Obj: 0.234829, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639273, Class: 0.994923, Obj: 0.103772, No Obj: 0.000061, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578457, Class: 0.958306, Obj: 0.067954, No Obj: 0.000055, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.350711, Class: 0.980183, Obj: 0.005534, No Obj: 0.000032, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776585, Class: 0.992318, Obj: 0.375303, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830451, Class: 0.998821, Obj: 0.616370, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639702, Class: 0.988261, Obj: 0.013912, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648277, Class: 0.938339, Obj: 0.064409, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.625759, Class: 0.985598, Obj: 0.049769, No Obj: 0.000043, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635088, Class: 0.996035, Obj: 0.294323, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.517749, Class: 0.992324, Obj: 0.005885, No Obj: 0.000040, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1088: 0.495844, 0.482047 avg loss, 0.001000 rate, 3.902730 seconds, 69632 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756420, Class: 0.945562, Obj: 0.021555, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.738378, Class: 0.995532, Obj: 0.129425, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.398029, Class: 0.938215, Obj: 0.023148, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.514569, Class: 0.959477, Obj: 0.217327, No Obj: 0.000213, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.664146, Class: 0.975440, Obj: 0.004070, No Obj: 0.000054, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.955759, Class: 0.937713, Obj: 0.021244, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664468, Class: 0.980367, Obj: 0.107423, No Obj: 0.000109, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758367, Class: 0.990998, Obj: 0.060123, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.667402, Class: 0.977260, Obj: 0.059041, No Obj: 0.000068, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684969, Class: 0.998897, Obj: 0.794708, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746678, Class: 0.990884, Obj: 0.051458, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525856, Class: 0.999097, Obj: 0.124377, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699926, Class: 0.995137, Obj: 0.135444, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640732, Class: 0.981209, Obj: 0.257125, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769602, Class: 0.990725, Obj: 0.033245, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740222, Class: 0.921497, Obj: 0.000140, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605071, Class: 0.990435, Obj: 0.032998, No Obj: 0.000080, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1089: 0.473802, 0.481223 avg loss, 0.001000 rate, 3.905274 seconds, 69696 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.584423, Class: 0.991874, Obj: 0.113763, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811412, Class: 0.986306, Obj: 0.188842, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658264, Class: 0.985832, Obj: 0.036984, No Obj: 0.000071, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848674, Class: 0.937510, Obj: 0.022221, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.549706, Class: 0.996486, Obj: 0.335957, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.721157, Class: 0.994683, Obj: 0.388917, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747553, Class: 0.993063, Obj: 0.176378, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.440589, Class: 0.988516, Obj: 0.130086, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.657497, Class: 0.994528, Obj: 0.316151, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668108, Class: 0.968903, Obj: 0.053825, No Obj: 0.000107, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753942, Class: 0.939422, Obj: 0.034184, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698712, Class: 0.991026, Obj: 0.085011, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709207, Class: 0.993568, Obj: 0.268550, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779989, Class: 0.988959, Obj: 0.159251, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607059, Class: 0.982137, Obj: 0.090678, No Obj: 0.000107, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1090: 0.443805, 0.477481 avg loss, 0.001000 rate, 3.908254 seconds, 69760 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793233, Class: 0.999459, Obj: 0.394374, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750180, Class: 0.992370, Obj: 0.247930, No Obj: 0.000171, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597551, Class: 0.979628, Obj: 0.100676, No Obj: 0.000135, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946322, Class: 0.990223, Obj: 0.096413, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645306, Class: 0.955932, Obj: 0.127519, No Obj: 0.000131, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.520147, Class: 0.951973, Obj: 0.001151, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.662059, Class: 0.996464, Obj: 0.028507, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630640, Class: 0.988411, Obj: 0.093373, No Obj: 0.000098, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640614, Class: 0.994736, Obj: 0.229213, No Obj: 0.000134, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704780, Class: 0.984303, Obj: 0.038535, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758847, Class: 0.988417, Obj: 0.060236, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695471, Class: 0.913354, Obj: 0.000574, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650020, Class: 0.989279, Obj: 0.225636, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1091: 0.519560, 0.481689 avg loss, 0.001000 rate, 3.907386 seconds, 69824 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702995, Class: 0.990414, Obj: 0.125279, No Obj: 0.000123, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621059, Class: 0.998614, Obj: 0.024445, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733972, Class: 0.997379, Obj: 0.066746, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807473, Class: 0.989564, Obj: 0.152233, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730304, Class: 0.967630, Obj: 0.030264, No Obj: 0.000122, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.459267, Class: 0.766386, Obj: 0.001011, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.772225, Class: 0.999339, Obj: 0.054732, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707075, Class: 0.990116, Obj: 0.060491, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698001, Class: 0.983848, Obj: 0.178579, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756073, Class: 0.977593, Obj: 0.047149, No Obj: 0.000056, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587687, Class: 0.978520, Obj: 0.012856, No Obj: 0.000078, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.710061, Class: 0.618341, Obj: 0.013758, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822773, Class: 0.999582, Obj: 0.059340, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1092: 0.348454, 0.468365 avg loss, 0.001000 rate, 3.905984 seconds, 69888 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784238, Class: 0.989022, Obj: 0.132542, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.620940, Class: 0.980268, Obj: 0.417117, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.847216, Class: 0.997031, Obj: 0.257234, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598252, Class: 0.981204, Obj: 0.077563, No Obj: 0.000116, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.467300, Class: 0.897160, Obj: 0.001851, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697278, Class: 0.971529, Obj: 0.005993, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.479014, Class: 0.953331, Obj: 0.053698, No Obj: 0.000119, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651743, Class: 0.987751, Obj: 0.172674, No Obj: 0.000111, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546498, Class: 0.992571, Obj: 0.061577, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772348, Class: 0.986849, Obj: 0.151554, No Obj: 0.000222, .5R: 0.888889, .75R: 0.888889, count: 9 Region 82 Avg IOU: 0.627166, Class: 0.958224, Obj: 0.001420, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.725876, Class: 0.908270, Obj: 0.002635, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696945, Class: 0.995592, Obj: 0.014153, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.617809, Class: 0.978353, Obj: 0.074157, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.622730, Class: 0.990788, Obj: 0.178099, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.355528, Class: 0.991344, Obj: 0.089284, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.540829, Class: 0.971925, Obj: 0.004343, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667531, Class: 0.988526, Obj: 0.107753, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1093: 0.444718, 0.466000 avg loss, 0.001000 rate, 3.902097 seconds, 69952 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673182, Class: 0.988422, Obj: 0.098239, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768867, Class: 0.989385, Obj: 0.050702, No Obj: 0.000038, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.463830, Class: 0.907573, Obj: 0.000264, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793248, Class: 0.994331, Obj: 0.027681, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734923, Class: 0.988585, Obj: 0.230392, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731719, Class: 0.972791, Obj: 0.123935, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604142, Class: 0.989084, Obj: 0.107979, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769262, Class: 0.985996, Obj: 0.131420, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595070, Class: 0.987647, Obj: 0.010394, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.679411, Class: 0.995297, Obj: 0.122225, No Obj: 0.000119, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692428, Class: 0.997809, Obj: 0.199809, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665306, Class: 0.985506, Obj: 0.092364, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669906, Class: 0.959520, Obj: 0.006102, No Obj: 0.000027, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.626288, Class: 0.980830, Obj: 0.004002, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1094: 0.386910, 0.458091 avg loss, 0.001000 rate, 3.909912 seconds, 70016 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.588566, Class: 0.976524, Obj: 0.009784, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.777647, Class: 0.988282, Obj: 0.100670, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667821, Class: 0.969633, Obj: 0.010744, No Obj: 0.000058, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.693064, Class: 0.988722, Obj: 0.098342, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654494, Class: 0.989804, Obj: 0.060985, No Obj: 0.000080, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835680, Class: 0.994190, Obj: 0.022632, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562961, Class: 0.988847, Obj: 0.157687, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780708, Class: 0.996119, Obj: 0.075138, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663989, Class: 0.979424, Obj: 0.009121, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.349849, Class: 0.993708, Obj: 0.015145, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699733, Class: 0.993919, Obj: 0.046838, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557304, Class: 0.963375, Obj: 0.022228, No Obj: 0.000030, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560756, Class: 0.994749, Obj: 0.046367, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680631, Class: 0.984977, Obj: 0.013085, No Obj: 0.000078, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.514304, Class: 0.978797, Obj: 0.005707, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601436, Class: 0.989253, Obj: 0.051036, No Obj: 0.000088, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1095: 0.535742, 0.465856 avg loss, 0.001000 rate, 3.918206 seconds, 70080 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764298, Class: 0.967303, Obj: 0.084485, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770397, Class: 0.994300, Obj: 0.032503, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815933, Class: 0.999158, Obj: 0.441645, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.457824, Class: 0.990935, Obj: 0.053201, No Obj: 0.000051, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658913, Class: 0.922074, Obj: 0.031893, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.641550, Class: 0.952838, Obj: 0.037435, No Obj: 0.000057, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806898, Class: 0.991840, Obj: 0.053414, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680066, Class: 0.961054, Obj: 0.046448, No Obj: 0.000048, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710363, Class: 0.985441, Obj: 0.003119, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707150, Class: 0.982306, Obj: 0.308260, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.902882, Class: 0.992829, Obj: 0.064240, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508803, Class: 0.994527, Obj: 0.080774, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1096: 0.408863, 0.460157 avg loss, 0.001000 rate, 3.906204 seconds, 70144 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.384385, Class: 0.981075, Obj: 0.060479, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673140, Class: 0.939882, Obj: 0.073853, No Obj: 0.000065, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678442, Class: 0.995643, Obj: 0.089859, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.792693, Class: 0.988764, Obj: 0.085746, No Obj: 0.000083, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818266, Class: 0.992050, Obj: 0.032819, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628503, Class: 0.985758, Obj: 0.135245, No Obj: 0.000095, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674591, Class: 0.945240, Obj: 0.062857, No Obj: 0.000065, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.701104, Class: 0.987156, Obj: 0.029336, No Obj: 0.000107, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.732222, Class: 0.968082, Obj: 0.113498, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537231, Class: 0.987846, Obj: 0.007095, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844883, Class: 0.996037, Obj: 0.222738, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.476043, Class: 0.996348, Obj: 0.028923, No Obj: 0.000052, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607910, Class: 0.834573, Obj: 0.001067, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716667, Class: 0.978207, Obj: 0.048516, No Obj: 0.000045, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1097: 0.529602, 0.467102 avg loss, 0.001000 rate, 3.909004 seconds, 70208 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801878, Class: 0.997655, Obj: 0.414795, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693220, Class: 0.992156, Obj: 0.216399, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.592325, Class: 0.994469, Obj: 0.742211, No Obj: 0.000296, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809789, Class: 0.976669, Obj: 0.012432, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683065, Class: 0.986219, Obj: 0.065470, No Obj: 0.000115, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622199, Class: 0.997821, Obj: 0.397224, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.634501, Class: 0.977723, Obj: 0.008371, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.546514, Class: 0.980691, Obj: 0.385299, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.712599, Class: 0.996844, Obj: 0.141565, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738647, Class: 0.963304, Obj: 0.008492, No Obj: 0.000077, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819175, Class: 0.993230, Obj: 0.290750, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751958, Class: 0.991146, Obj: 0.282878, No Obj: 0.000197, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.718228, Class: 0.994966, Obj: 0.145289, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816176, Class: 0.986702, Obj: 0.218428, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.655425, Class: 0.978670, Obj: 0.006714, No Obj: 0.000041, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668019, Class: 0.980996, Obj: 0.332315, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773868, Class: 0.995346, Obj: 0.097058, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1098: 0.404938, 0.460885 avg loss, 0.001000 rate, 3.899488 seconds, 70272 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695884, Class: 0.986724, Obj: 0.105616, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731203, Class: 0.987921, Obj: 0.063515, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.462313, Class: 0.989181, Obj: 0.027149, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.698260, Class: 0.996944, Obj: 0.389825, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647954, Class: 0.984532, Obj: 0.077764, No Obj: 0.000112, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695723, Class: 0.994585, Obj: 0.369192, No Obj: 0.000249, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687662, Class: 0.989122, Obj: 0.153505, No Obj: 0.000152, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600955, Class: 0.737644, Obj: 0.106867, No Obj: 0.000255, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683514, Class: 0.989423, Obj: 0.077425, No Obj: 0.000092, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751687, Class: 0.964008, Obj: 0.082561, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.583391, Class: 0.918896, Obj: 0.062285, No Obj: 0.000090, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.458473, Class: 0.890176, Obj: 0.022346, No Obj: 0.000110, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.689076, Class: 0.955704, Obj: 0.037813, No Obj: 0.000106, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.462152, Class: 0.981848, Obj: 0.176338, No Obj: 0.000201, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.658201, Class: 0.974862, Obj: 0.005320, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710482, Class: 0.984134, Obj: 0.112613, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1099: 0.597445, 0.474541 avg loss, 0.001000 rate, 3.904648 seconds, 70336 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725760, Class: 0.995815, Obj: 0.629780, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792101, Class: 0.994108, Obj: 0.064708, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.664287, Class: 0.920453, Obj: 0.017721, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610148, Class: 0.998304, Obj: 0.577475, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765449, Class: 0.980949, Obj: 0.013656, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705804, Class: 0.995587, Obj: 0.464109, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.602850, Class: 0.988883, Obj: 0.408833, No Obj: 0.000130, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621012, Class: 0.987548, Obj: 0.175180, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689489, Class: 0.992217, Obj: 0.245770, No Obj: 0.000231, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701636, Class: 0.984625, Obj: 0.086582, No Obj: 0.000095, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530566, Class: 0.942056, Obj: 0.309759, No Obj: 0.000235, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.775913, Class: 0.979324, Obj: 0.098115, No Obj: 0.000113, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715578, Class: 0.990295, Obj: 0.210218, No Obj: 0.000181, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656579, Class: 0.968428, Obj: 0.009301, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1100: 0.436356, 0.470723 avg loss, 0.001000 rate, 3.904836 seconds, 70400 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879704, Class: 0.736518, Obj: 0.000007, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677524, Class: 0.978461, Obj: 0.056918, No Obj: 0.000162, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754637, Class: 0.979293, Obj: 0.036372, No Obj: 0.000215, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.700008, Class: 0.985194, Obj: 0.084583, No Obj: 0.000117, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608661, Class: 0.988356, Obj: 0.176557, No Obj: 0.000270, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.676512, Class: 0.992815, Obj: 0.118363, No Obj: 0.000159, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834518, Class: 0.999173, Obj: 0.011179, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562074, Class: 0.985803, Obj: 0.077380, No Obj: 0.000111, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815601, Class: 0.966906, Obj: 0.002241, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755977, Class: 0.979248, Obj: 0.067612, No Obj: 0.000183, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784831, Class: 0.958496, Obj: 0.056245, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711202, Class: 0.994032, Obj: 0.077096, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598775, Class: 0.998126, Obj: 0.857014, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747953, Class: 0.986936, Obj: 0.197089, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602157, Class: 0.993375, Obj: 0.644341, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614639, Class: 0.987059, Obj: 0.159804, No Obj: 0.000139, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1101: 0.536033, 0.477254 avg loss, 0.001000 rate, 3.708157 seconds, 70464 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687030, Class: 0.952416, Obj: 0.032820, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629952, Class: 0.975821, Obj: 0.023103, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741844, Class: 0.992132, Obj: 0.069193, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745486, Class: 0.979758, Obj: 0.005205, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589200, Class: 0.970756, Obj: 0.196679, No Obj: 0.000105, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.623939, Class: 0.952477, Obj: 0.146053, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610976, Class: 0.968460, Obj: 0.000131, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451511, Class: 0.985885, Obj: 0.013141, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615524, Class: 0.974243, Obj: 0.058841, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760609, Class: 0.989469, Obj: 0.087773, No Obj: 0.000056, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824910, Class: 0.928017, Obj: 0.035839, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770257, Class: 0.988123, Obj: 0.125868, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1102: 0.320164, 0.461545 avg loss, 0.001000 rate, 3.915463 seconds, 70528 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.762191, Class: 0.869378, Obj: 0.000539, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.627526, Class: 0.991313, Obj: 0.042912, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596283, Class: 0.973616, Obj: 0.101120, No Obj: 0.000061, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511621, Class: 0.998654, Obj: 0.040316, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676054, Class: 0.990570, Obj: 0.077352, No Obj: 0.000104, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766843, Class: 0.984906, Obj: 0.295100, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724693, Class: 0.980381, Obj: 0.002895, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764333, Class: 0.987975, Obj: 0.377510, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580681, Class: 0.993644, Obj: 0.039584, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504987, Class: 0.967889, Obj: 0.006069, No Obj: 0.000073, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707548, Class: 0.992764, Obj: 0.123811, No Obj: 0.000085, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699580, Class: 0.994226, Obj: 0.314479, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.613903, Class: 0.990524, Obj: 0.062037, No Obj: 0.000058, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1103: 0.553113, 0.470702 avg loss, 0.001000 rate, 3.905710 seconds, 70592 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759768, Class: 0.993356, Obj: 0.056422, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589053, Class: 0.960696, Obj: 0.022920, No Obj: 0.000030, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804407, Class: 0.990858, Obj: 0.025794, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607118, Class: 0.988224, Obj: 0.075433, No Obj: 0.000061, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656910, Class: 0.994650, Obj: 0.015211, No Obj: 0.000049, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598845, Class: 0.989643, Obj: 0.082206, No Obj: 0.000051, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669857, Class: 0.995825, Obj: 0.120601, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.461006, Class: 0.985061, Obj: 0.004026, No Obj: 0.000017, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.526284, Class: 0.948545, Obj: 0.054838, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.593469, Class: 0.981307, Obj: 0.060530, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559465, Class: 0.975543, Obj: 0.002507, No Obj: 0.000027, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.482617, Class: 0.995743, Obj: 0.637178, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763779, Class: 0.989549, Obj: 0.068351, No Obj: 0.000066, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729743, Class: 0.997255, Obj: 0.499140, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657904, Class: 0.987916, Obj: 0.042536, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1104: 0.453984, 0.469030 avg loss, 0.001000 rate, 3.898617 seconds, 70656 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741409, Class: 0.998043, Obj: 0.065255, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711943, Class: 0.974133, Obj: 0.014580, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693981, Class: 0.994663, Obj: 0.129063, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530968, Class: 0.986463, Obj: 0.011328, No Obj: 0.000032, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712510, Class: 0.978337, Obj: 0.082159, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695055, Class: 0.980486, Obj: 0.015327, No Obj: 0.000058, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711439, Class: 0.998113, Obj: 0.424814, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747596, Class: 0.993870, Obj: 0.035198, No Obj: 0.000066, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660714, Class: 0.994406, Obj: 0.011545, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553202, Class: 0.962208, Obj: 0.007136, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.547248, Class: 0.990994, Obj: 0.270249, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.741944, Class: 0.997220, Obj: 0.111413, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709995, Class: 0.991289, Obj: 0.035366, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1105: 0.333206, 0.455448 avg loss, 0.001000 rate, 3.906941 seconds, 70720 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765965, Class: 0.987504, Obj: 0.027007, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774284, Class: 0.992399, Obj: 0.045849, No Obj: 0.000042, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614807, Class: 0.993423, Obj: 0.053977, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713127, Class: 0.969189, Obj: 0.067733, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806899, Class: 0.994612, Obj: 0.160717, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.551333, Class: 0.989826, Obj: 0.057105, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.919213, Class: 0.991131, Obj: 0.330683, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688596, Class: 0.983518, Obj: 0.003947, No Obj: 0.000048, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694162, Class: 0.992960, Obj: 0.107036, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.878021, Class: 0.988263, Obj: 0.074501, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764595, Class: 0.902683, Obj: 0.004174, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842486, Class: 0.994377, Obj: 0.022910, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1106: 0.320050, 0.441908 avg loss, 0.001000 rate, 3.905291 seconds, 70784 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531533, Class: 0.976361, Obj: 0.006789, No Obj: 0.000067, .5R: 0.500000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.717394, Class: 0.988497, Obj: 0.205494, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.443591, Class: 0.983346, Obj: 0.048383, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.586965, Class: 0.980347, Obj: 0.008544, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653542, Class: 0.964053, Obj: 0.009925, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714799, Class: 0.989910, Obj: 0.061503, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713671, Class: 0.986634, Obj: 0.004763, No Obj: 0.000026, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.729663, Class: 0.986821, Obj: 0.056223, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.643229, Class: 0.725552, Obj: 0.019196, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.672222, Class: 0.987456, Obj: 0.026504, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621136, Class: 0.992494, Obj: 0.055324, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508104, Class: 0.996581, Obj: 0.073780, No Obj: 0.000076, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.398558, Class: 0.992193, Obj: 0.080843, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674559, Class: 0.996769, Obj: 0.178287, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.602237, Class: 0.971312, Obj: 0.015296, No Obj: 0.000056, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840826, Class: 0.996965, Obj: 0.058947, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676662, Class: 0.983707, Obj: 0.174672, No Obj: 0.000118, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1107: 0.628693, 0.460586 avg loss, 0.001000 rate, 3.909166 seconds, 70848 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546403, Class: 0.985059, Obj: 0.000381, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735199, Class: 0.990307, Obj: 0.182336, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629738, Class: 0.982872, Obj: 0.013716, No Obj: 0.000110, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565338, Class: 0.985266, Obj: 0.103379, No Obj: 0.000130, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590545, Class: 0.969733, Obj: 0.025274, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.777141, Class: 0.989531, Obj: 0.117121, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712014, Class: 0.997831, Obj: 0.081350, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721626, Class: 0.992734, Obj: 0.056810, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800163, Class: 0.988807, Obj: 0.016882, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673545, Class: 0.999277, Obj: 0.221869, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790984, Class: 0.993899, Obj: 0.281010, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.601231, Class: 0.931356, Obj: 0.160776, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647659, Class: 0.990481, Obj: 0.273283, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1108: 0.460981, 0.460626 avg loss, 0.001000 rate, 3.908000 seconds, 70912 images Loaded: 0.000069 seconds Region 82 Avg IOU: 0.734260, Class: 0.994780, Obj: 0.153783, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756770, Class: 0.988579, Obj: 0.144037, No Obj: 0.000238, .5R: 1.000000, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721391, Class: 0.994633, Obj: 0.131614, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738093, Class: 0.988190, Obj: 0.117061, No Obj: 0.000152, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744671, Class: 0.989787, Obj: 0.039633, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.644494, Class: 0.989531, Obj: 0.034878, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721228, Class: 0.986168, Obj: 0.049873, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.726298, Class: 0.985714, Obj: 0.023634, No Obj: 0.000113, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559848, Class: 0.999478, Obj: 0.151312, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694329, Class: 0.990699, Obj: 0.064468, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717074, Class: 0.975747, Obj: 0.069750, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588020, Class: 0.990972, Obj: 0.220979, No Obj: 0.000165, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615483, Class: 0.992201, Obj: 0.231686, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1109: 0.506846, 0.465248 avg loss, 0.001000 rate, 3.905392 seconds, 70976 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689368, Class: 0.984001, Obj: 0.020154, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.934855, Class: 0.990747, Obj: 0.017633, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592423, Class: 0.972387, Obj: 0.056684, No Obj: 0.000074, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695887, Class: 0.982233, Obj: 0.036927, No Obj: 0.000081, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.600998, Class: 0.958990, Obj: 0.034704, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.425180, Class: 0.996804, Obj: 0.005745, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683465, Class: 0.996290, Obj: 0.274075, No Obj: 0.000110, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816566, Class: 0.998968, Obj: 0.624078, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.418620, Class: 0.913683, Obj: 0.000705, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.650887, Class: 0.981179, Obj: 0.030764, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699453, Class: 0.987463, Obj: 0.056888, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693120, Class: 0.978393, Obj: 0.106847, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701840, Class: 0.986185, Obj: 0.071630, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800258, Class: 0.997695, Obj: 0.127379, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712266, Class: 0.986407, Obj: 0.083974, No Obj: 0.000133, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1110: 0.457983, 0.464521 avg loss, 0.001000 rate, 3.917074 seconds, 71040 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618539, Class: 0.989509, Obj: 0.010800, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859174, Class: 0.992921, Obj: 0.136274, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688977, Class: 0.999879, Obj: 0.153492, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699765, Class: 0.993908, Obj: 0.048076, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790898, Class: 0.971907, Obj: 0.020097, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.564387, Class: 0.986195, Obj: 0.133000, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.495967, Class: 0.993745, Obj: 0.026904, No Obj: 0.000071, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.727978, Class: 0.990674, Obj: 0.460686, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.676498, Class: 0.989721, Obj: 0.033766, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.785825, Class: 0.994001, Obj: 0.117797, No Obj: 0.000133, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.695042, Class: 0.964448, Obj: 0.245484, No Obj: 0.000439, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726197, Class: 0.991705, Obj: 0.036660, No Obj: 0.000067, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608110, Class: 0.974614, Obj: 0.073312, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1111: 0.332264, 0.451296 avg loss, 0.001000 rate, 3.912844 seconds, 71104 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572032, Class: 0.996000, Obj: 0.043077, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676068, Class: 0.929535, Obj: 0.027530, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.796110, Class: 0.987080, Obj: 0.055149, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.583937, Class: 0.997428, Obj: 0.409544, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638710, Class: 0.978377, Obj: 0.042490, No Obj: 0.000089, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471266, Class: 0.993950, Obj: 0.063619, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681778, Class: 0.959156, Obj: 0.104079, No Obj: 0.000093, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630428, Class: 0.991715, Obj: 0.043700, No Obj: 0.000131, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.531390, Class: 0.930976, Obj: 0.000079, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730951, Class: 0.990347, Obj: 0.362625, No Obj: 0.000215, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.602046, Class: 0.978893, Obj: 0.012764, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607720, Class: 0.993030, Obj: 0.118274, No Obj: 0.000136, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.927452, Class: 0.994883, Obj: 0.046643, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699143, Class: 0.993716, Obj: 0.056790, No Obj: 0.000100, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712767, Class: 0.993395, Obj: 0.039931, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1112: 0.531068, 0.459273 avg loss, 0.001000 rate, 3.905072 seconds, 71168 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598984, Class: 0.991479, Obj: 0.004573, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660752, Class: 0.996333, Obj: 0.334256, No Obj: 0.000289, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.690506, Class: 0.997092, Obj: 0.019053, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758992, Class: 0.983429, Obj: 0.133530, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.891493, Class: 0.996128, Obj: 0.099923, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700639, Class: 0.995658, Obj: 0.075341, No Obj: 0.000071, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.427734, Class: 0.962296, Obj: 0.004518, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733533, Class: 0.993735, Obj: 0.057202, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501383, Class: 0.741616, Obj: 0.000008, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.552567, Class: 0.980790, Obj: 0.033677, No Obj: 0.000070, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.586253, Class: 0.923980, Obj: 0.002202, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776095, Class: 0.993936, Obj: 0.092736, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807816, Class: 0.997191, Obj: 0.052343, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1113: 0.413854, 0.454731 avg loss, 0.001000 rate, 3.921764 seconds, 71232 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.722172, Class: 0.984908, Obj: 0.020033, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.891783, Class: 0.995981, Obj: 0.121698, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739745, Class: 0.965186, Obj: 0.045939, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485642, Class: 0.977834, Obj: 0.024896, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712333, Class: 0.992823, Obj: 0.010252, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895956, Class: 0.978722, Obj: 0.135256, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776540, Class: 0.996278, Obj: 0.109192, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645524, Class: 0.995364, Obj: 0.382755, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.591451, Class: 0.985044, Obj: 0.065064, No Obj: 0.000087, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643426, Class: 0.972243, Obj: 0.031429, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692365, Class: 0.992221, Obj: 0.075969, No Obj: 0.000076, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736780, Class: 0.993688, Obj: 0.061629, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844939, Class: 0.995006, Obj: 0.074861, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762545, Class: 0.979796, Obj: 0.023387, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726188, Class: 0.987058, Obj: 0.034774, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1114: 0.436917, 0.452950 avg loss, 0.001000 rate, 3.922168 seconds, 71296 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669237, Class: 0.993673, Obj: 0.146633, No Obj: 0.000110, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.573212, Class: 0.923819, Obj: 0.008918, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.705663, Class: 0.985785, Obj: 0.234992, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.748989, Class: 0.997050, Obj: 0.069051, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559453, Class: 0.976699, Obj: 0.106197, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.641240, Class: 0.993913, Obj: 0.097549, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798362, Class: 0.994826, Obj: 0.440166, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718633, Class: 0.987200, Obj: 0.033280, No Obj: 0.000087, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657556, Class: 0.977564, Obj: 0.096891, No Obj: 0.000163, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.694772, Class: 0.990805, Obj: 0.076746, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.777436, Class: 0.935381, Obj: 0.283755, No Obj: 0.000346, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559042, Class: 0.986792, Obj: 0.042198, No Obj: 0.000062, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615326, Class: 0.993686, Obj: 0.051424, No Obj: 0.000070, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.804932, Class: 0.987851, Obj: 0.210223, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688542, Class: 0.968197, Obj: 0.048287, No Obj: 0.000079, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1115: 0.549105, 0.462565 avg loss, 0.001000 rate, 3.927521 seconds, 71360 images Loaded: 0.000086 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663265, Class: 0.971352, Obj: 0.139706, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651745, Class: 0.989142, Obj: 0.050010, No Obj: 0.000056, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685932, Class: 0.986765, Obj: 0.109823, No Obj: 0.000156, .5R: 0.916667, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737093, Class: 0.992915, Obj: 0.065527, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698816, Class: 0.993538, Obj: 0.314739, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.642046, Class: 0.987111, Obj: 0.063158, No Obj: 0.000135, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.684069, Class: 0.980138, Obj: 0.104366, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.643745, Class: 0.994992, Obj: 0.283481, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.826478, Class: 0.983675, Obj: 0.054897, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504435, Class: 0.973948, Obj: 0.049321, No Obj: 0.000063, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.735894, Class: 0.964247, Obj: 0.025321, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687605, Class: 0.989569, Obj: 0.019233, No Obj: 0.000063, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1116: 0.454903, 0.461799 avg loss, 0.001000 rate, 3.903990 seconds, 71424 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.724529, Class: 0.990119, Obj: 0.573634, No Obj: 0.000300, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744475, Class: 0.947422, Obj: 0.033780, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636110, Class: 0.983241, Obj: 0.057156, No Obj: 0.000105, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690692, Class: 0.996657, Obj: 0.074986, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.522110, Class: 0.967860, Obj: 0.003259, No Obj: 0.000093, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683752, Class: 0.988595, Obj: 0.068765, No Obj: 0.000160, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584882, Class: 0.996923, Obj: 0.083643, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692192, Class: 0.989881, Obj: 0.148842, No Obj: 0.000136, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.429051, Class: 0.792035, Obj: 0.000232, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628939, Class: 0.992126, Obj: 0.220057, No Obj: 0.000116, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.638116, Class: 0.985708, Obj: 0.013223, No Obj: 0.000106, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753477, Class: 0.984281, Obj: 0.208534, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.775134, Class: 0.991755, Obj: 0.231666, No Obj: 0.000183, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642173, Class: 0.961326, Obj: 0.010704, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648538, Class: 0.984212, Obj: 0.145864, No Obj: 0.000112, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690864, Class: 0.996381, Obj: 0.560713, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1117: 0.565954, 0.472214 avg loss, 0.001000 rate, 3.913911 seconds, 71488 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737649, Class: 0.978424, Obj: 0.083317, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.501193, Class: 0.930732, Obj: 0.105204, No Obj: 0.000106, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644160, Class: 0.987859, Obj: 0.179041, No Obj: 0.000090, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671291, Class: 0.989386, Obj: 0.045155, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748197, Class: 0.990893, Obj: 0.267447, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.754670, Class: 0.985232, Obj: 0.041908, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.608251, Class: 0.998048, Obj: 0.013025, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.502274, Class: 0.974451, Obj: 0.066949, No Obj: 0.000093, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626784, Class: 0.928101, Obj: 0.004698, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.579690, Class: 0.990788, Obj: 0.161432, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.307855, Class: 0.927624, Obj: 0.015112, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756704, Class: 0.988717, Obj: 0.134964, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771749, Class: 0.986940, Obj: 0.128720, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915317, Class: 0.988776, Obj: 0.108977, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742464, Class: 0.976190, Obj: 0.182608, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1118: 0.443040, 0.469297 avg loss, 0.001000 rate, 3.904862 seconds, 71552 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673274, Class: 0.979055, Obj: 0.003683, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.795680, Class: 0.972638, Obj: 0.112907, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594927, Class: 0.979194, Obj: 0.043234, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725440, Class: 0.897714, Obj: 0.022653, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.636423, Class: 0.986579, Obj: 0.096582, No Obj: 0.000133, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.846449, Class: 0.980563, Obj: 0.215299, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: 0.848180, Class: 0.999373, Obj: 0.494318, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.573194, Class: 0.981249, Obj: 0.008108, No Obj: 0.000038, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689538, Class: 0.980722, Obj: 0.115299, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684842, Class: 0.986945, Obj: 0.116519, No Obj: 0.000127, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.621856, Class: 0.993161, Obj: 0.779959, No Obj: 0.000295, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648540, Class: 0.963676, Obj: 0.208398, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695658, Class: 0.991102, Obj: 0.048669, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.583149, Class: 0.989349, Obj: 0.034691, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.642347, Class: 0.987771, Obj: 0.079445, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624919, Class: 0.974320, Obj: 0.114330, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1119: 0.552517, 0.477619 avg loss, 0.001000 rate, 3.923354 seconds, 71616 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.513078, Class: 0.908314, Obj: 0.295819, No Obj: 0.000417, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.549836, Class: 0.979051, Obj: 0.011660, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661977, Class: 0.994385, Obj: 0.102576, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.431681, Class: 0.950146, Obj: 0.262191, No Obj: 0.000404, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598850, Class: 0.970937, Obj: 0.023757, No Obj: 0.000040, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.611263, Class: 0.982389, Obj: 0.058763, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.579708, Class: 0.972105, Obj: 0.024474, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.511010, Class: 0.974487, Obj: 0.110362, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584492, Class: 0.980099, Obj: 0.006422, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772622, Class: 0.988147, Obj: 0.164297, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.520666, Class: 0.995152, Obj: 0.194091, No Obj: 0.000081, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678158, Class: 0.992765, Obj: 0.127618, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860907, Class: 0.975602, Obj: 0.048356, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589141, Class: 0.986459, Obj: 0.072395, No Obj: 0.000036, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.653326, Class: 0.975256, Obj: 0.013656, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.666711, Class: 0.997531, Obj: 0.035486, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653624, Class: 0.991405, Obj: 0.111115, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1120: 0.494299, 0.479287 avg loss, 0.001000 rate, 3.923303 seconds, 71680 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.831085, Class: 0.979954, Obj: 0.093825, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.669980, Class: 0.976679, Obj: 0.286215, No Obj: 0.000291, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.499937, Class: 0.972305, Obj: 0.008469, No Obj: 0.000027, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600867, Class: 0.980374, Obj: 0.112306, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748444, Class: 0.994002, Obj: 0.160777, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663047, Class: 0.993789, Obj: 0.309918, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677836, Class: 0.984949, Obj: 0.056712, No Obj: 0.000081, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669087, Class: 0.983622, Obj: 0.034156, No Obj: 0.000129, .5R: 0.800000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.698429, Class: 0.990677, Obj: 0.123567, No Obj: 0.000101, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736149, Class: 0.979695, Obj: 0.087026, No Obj: 0.000056, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725383, Class: 0.981203, Obj: 0.214698, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.636739, Class: 0.987729, Obj: 0.003969, No Obj: 0.000048, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724234, Class: 0.977188, Obj: 0.106026, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589204, Class: 0.984953, Obj: 0.084642, No Obj: 0.000075, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1121: 0.604310, 0.491789 avg loss, 0.001000 rate, 3.913672 seconds, 71744 images Loaded: 0.000072 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690566, Class: 0.988145, Obj: 0.143707, No Obj: 0.000092, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711426, Class: 0.994059, Obj: 0.090902, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.412870, Class: 0.968443, Obj: 0.002211, No Obj: 0.000027, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611001, Class: 0.993807, Obj: 0.021379, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729025, Class: 0.986885, Obj: 0.043854, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682172, Class: 0.983741, Obj: 0.029903, No Obj: 0.000068, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654599, Class: 0.988064, Obj: 0.052679, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513010, Class: 0.927950, Obj: 0.011185, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594193, Class: 0.981334, Obj: 0.002851, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.677260, Class: 0.908392, Obj: 0.045990, No Obj: 0.000317, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.614943, Class: 0.979477, Obj: 0.140735, No Obj: 0.000153, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.807131, Class: 0.988327, Obj: 0.105650, No Obj: 0.000063, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588907, Class: 0.989910, Obj: 0.080520, No Obj: 0.000074, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1122: 0.425561, 0.485166 avg loss, 0.001000 rate, 3.918371 seconds, 71808 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771565, Class: 0.990616, Obj: 0.098590, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643810, Class: 0.979751, Obj: 0.138352, No Obj: 0.000111, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695297, Class: 0.914567, Obj: 0.000139, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.497075, Class: 0.972088, Obj: 0.091899, No Obj: 0.000083, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891550, Class: 0.999223, Obj: 0.442302, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722269, Class: 0.983896, Obj: 0.058706, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000310, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577971, Class: 0.966396, Obj: 0.019078, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609814, Class: 0.950060, Obj: 0.060996, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598524, Class: 0.990481, Obj: 0.207210, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580640, Class: 0.970241, Obj: 0.270420, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702738, Class: 0.988206, Obj: 0.033219, No Obj: 0.000077, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811846, Class: 0.985970, Obj: 0.117045, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655340, Class: 0.984856, Obj: 0.042576, No Obj: 0.000079, .5R: 0.777778, .75R: 0.333333, count: 9 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1123: 0.471541, 0.483804 avg loss, 0.001000 rate, 3.916695 seconds, 71872 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.761931, Class: 0.982831, Obj: 0.109268, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634686, Class: 0.984595, Obj: 0.062835, No Obj: 0.000083, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.496213, Class: 0.983176, Obj: 0.032592, No Obj: 0.000139, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.909895, Class: 0.996672, Obj: 0.227031, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755289, Class: 0.992827, Obj: 0.166269, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733183, Class: 0.996661, Obj: 0.778224, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796294, Class: 0.997777, Obj: 0.143431, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721566, Class: 0.990017, Obj: 0.089222, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722186, Class: 0.980338, Obj: 0.124695, No Obj: 0.000079, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581905, Class: 0.998615, Obj: 0.050871, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705474, Class: 0.974557, Obj: 0.136211, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765186, Class: 0.987252, Obj: 0.457477, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.521846, Class: 0.975743, Obj: 0.001737, No Obj: 0.000037, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751726, Class: 0.987332, Obj: 0.413189, No Obj: 0.000424, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.719407, Class: 0.983426, Obj: 0.040285, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 9 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1124: 0.413026, 0.476726 avg loss, 0.001000 rate, 3.914044 seconds, 71936 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848200, Class: 0.994434, Obj: 0.463769, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675736, Class: 0.953661, Obj: 0.015887, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707618, Class: 0.972201, Obj: 0.120295, No Obj: 0.000192, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.812221, Class: 0.974286, Obj: 0.010319, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.714050, Class: 0.961137, Obj: 0.374459, No Obj: 0.000730, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715010, Class: 0.990580, Obj: 0.190120, No Obj: 0.000128, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560179, Class: 0.915432, Obj: 0.081214, No Obj: 0.000076, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698816, Class: 0.992000, Obj: 0.128101, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673171, Class: 0.991553, Obj: 0.339829, No Obj: 0.000254, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.737594, Class: 0.982574, Obj: 0.032433, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751783, Class: 0.997486, Obj: 0.541488, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797638, Class: 0.988961, Obj: 0.145994, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762810, Class: 0.994222, Obj: 0.086979, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1125: 0.327896, 0.461843 avg loss, 0.001000 rate, 3.926124 seconds, 72000 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654652, Class: 0.994892, Obj: 0.364531, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678033, Class: 0.994386, Obj: 0.381111, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.599052, Class: 0.980876, Obj: 0.010521, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699598, Class: 0.999149, Obj: 0.477676, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.869596, Class: 0.996752, Obj: 0.524438, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565857, Class: 0.993262, Obj: 0.073226, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823938, Class: 0.994922, Obj: 0.567687, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833254, Class: 0.999171, Obj: 0.137005, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669884, Class: 0.985722, Obj: 0.056609, No Obj: 0.000141, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598648, Class: 0.994252, Obj: 0.577617, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.556112, Class: 0.979535, Obj: 0.058561, No Obj: 0.000062, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668849, Class: 0.974036, Obj: 0.119757, No Obj: 0.000140, .5R: 0.800000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.782239, Class: 0.987554, Obj: 0.083621, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.696847, Class: 0.932141, Obj: 0.000466, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.818432, Class: 0.976871, Obj: 0.135609, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778974, Class: 0.991122, Obj: 0.255785, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748511, Class: 0.983507, Obj: 0.041672, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1126: 0.440206, 0.459679 avg loss, 0.001000 rate, 3.928286 seconds, 72064 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668290, Class: 0.980403, Obj: 0.012873, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791606, Class: 0.977257, Obj: 0.130500, No Obj: 0.000128, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617605, Class: 0.925833, Obj: 0.113237, No Obj: 0.000120, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.707974, Class: 0.984130, Obj: 0.032777, No Obj: 0.000143, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589398, Class: 0.997731, Obj: 0.030699, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820470, Class: 0.993388, Obj: 0.066480, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696432, Class: 0.992186, Obj: 0.159622, No Obj: 0.000130, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572850, Class: 0.979707, Obj: 0.021619, No Obj: 0.000042, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742022, Class: 0.990980, Obj: 0.104418, No Obj: 0.000098, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615488, Class: 0.996383, Obj: 0.045201, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578407, Class: 0.994418, Obj: 0.069733, No Obj: 0.000116, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.918443, Class: 0.870992, Obj: 0.086494, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636433, Class: 0.990144, Obj: 0.175339, No Obj: 0.000152, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1127: 0.569501, 0.470662 avg loss, 0.001000 rate, 3.923964 seconds, 72128 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806534, Class: 0.996772, Obj: 0.108879, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716557, Class: 0.989679, Obj: 0.128110, No Obj: 0.000100, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.848340, Class: 0.908656, Obj: 0.488039, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848140, Class: 0.935520, Obj: 0.000336, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806784, Class: 0.922834, Obj: 0.000545, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.511186, Class: 0.975610, Obj: 0.050621, No Obj: 0.000128, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804501, Class: 0.991585, Obj: 0.094366, No Obj: 0.000119, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.723073, Class: 0.995191, Obj: 0.344762, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.726933, Class: 0.995078, Obj: 0.111279, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777563, Class: 0.996768, Obj: 0.139695, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471013, Class: 0.993319, Obj: 0.013767, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699144, Class: 0.981306, Obj: 0.197070, No Obj: 0.000131, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.876081, Class: 0.991167, Obj: 0.718038, No Obj: 0.000326, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742185, Class: 0.993056, Obj: 0.248819, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.708606, Class: 0.941258, Obj: 0.095293, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.650811, Class: 0.990622, Obj: 0.007093, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679203, Class: 0.986706, Obj: 0.121785, No Obj: 0.000166, .5R: 0.727273, .75R: 0.454545, count: 11 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1128: 0.546854, 0.478281 avg loss, 0.001000 rate, 3.923429 seconds, 72192 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671371, Class: 0.994374, Obj: 0.384741, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607177, Class: 0.994883, Obj: 0.177722, No Obj: 0.000082, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.871572, Class: 0.910417, Obj: 0.000086, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587209, Class: 0.983665, Obj: 0.031128, No Obj: 0.000069, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604859, Class: 0.993605, Obj: 0.072407, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.492476, Class: 0.991439, Obj: 0.102027, No Obj: 0.000101, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.745950, Class: 0.992092, Obj: 0.506782, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.588842, Class: 0.985567, Obj: 0.045748, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734297, Class: 0.990564, Obj: 0.102327, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.631320, Class: 0.993003, Obj: 0.232205, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716638, Class: 0.980116, Obj: 0.113308, No Obj: 0.000121, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.473114, Class: 0.670774, Obj: 0.023580, No Obj: 0.000148, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.489777, Class: 0.997783, Obj: 0.329851, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630897, Class: 0.984308, Obj: 0.104386, No Obj: 0.000088, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648077, Class: 0.961093, Obj: 0.038934, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763243, Class: 0.988959, Obj: 0.121168, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662244, Class: 0.989465, Obj: 0.044967, No Obj: 0.000113, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1129: 0.555410, 0.485994 avg loss, 0.001000 rate, 3.925391 seconds, 72256 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826912, Class: 0.997597, Obj: 0.257629, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711675, Class: 0.991007, Obj: 0.214072, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777903, Class: 0.996442, Obj: 0.139158, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679698, Class: 0.980060, Obj: 0.053594, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605683, Class: 0.995712, Obj: 0.123627, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.408345, Class: 0.998144, Obj: 0.045235, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652794, Class: 0.970644, Obj: 0.146249, No Obj: 0.000122, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624552, Class: 0.975712, Obj: 0.105896, No Obj: 0.000130, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778312, Class: 0.995491, Obj: 0.176513, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733131, Class: 0.993459, Obj: 0.138818, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624871, Class: 0.997979, Obj: 0.239947, No Obj: 0.000140, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.860954, Class: 0.998734, Obj: 0.240384, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1130: 0.407541, 0.478148 avg loss, 0.001000 rate, 3.925971 seconds, 72320 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622423, Class: 0.991762, Obj: 0.188887, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780181, Class: 0.995661, Obj: 0.052376, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671133, Class: 0.986714, Obj: 0.088955, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864037, Class: 0.968357, Obj: 0.140158, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728749, Class: 0.989178, Obj: 0.098080, No Obj: 0.000106, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651774, Class: 0.969741, Obj: 0.000966, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643351, Class: 0.986228, Obj: 0.030149, No Obj: 0.000098, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594278, Class: 0.944037, Obj: 0.001400, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.659494, Class: 0.989681, Obj: 0.065597, No Obj: 0.000089, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.467434, Class: 0.987442, Obj: 0.020191, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720817, Class: 0.996395, Obj: 0.112341, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625370, Class: 0.969305, Obj: 0.124090, No Obj: 0.000145, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742647, Class: 0.953507, Obj: 0.030775, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570047, Class: 0.991347, Obj: 0.018147, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650647, Class: 0.981595, Obj: 0.035341, No Obj: 0.000057, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1131: 0.567422, 0.487076 avg loss, 0.001000 rate, 3.925849 seconds, 72384 images Loaded: 0.000081 seconds Region 82 Avg IOU: 0.803764, Class: 0.967061, Obj: 0.009941, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.706904, Class: 0.992071, Obj: 0.178472, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682034, Class: 0.990947, Obj: 0.071326, No Obj: 0.000134, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557967, Class: 0.984099, Obj: 0.018023, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719804, Class: 0.990355, Obj: 0.110486, No Obj: 0.000101, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709928, Class: 0.992328, Obj: 0.083665, No Obj: 0.000081, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572812, Class: 0.989415, Obj: 0.044389, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589135, Class: 0.996519, Obj: 0.075699, No Obj: 0.000095, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.523913, Class: 0.908850, Obj: 0.003235, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580664, Class: 0.989605, Obj: 0.044481, No Obj: 0.000084, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641302, Class: 0.995104, Obj: 0.164803, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.632097, Class: 0.997607, Obj: 0.218020, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727606, Class: 0.995591, Obj: 0.053690, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764560, Class: 0.978796, Obj: 0.006858, No Obj: 0.000062, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775049, Class: 0.997951, Obj: 0.553530, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723401, Class: 0.977849, Obj: 0.049379, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1132: 0.675731, 0.505941 avg loss, 0.001000 rate, 3.926710 seconds, 72448 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601219, Class: 0.995741, Obj: 0.055874, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.451729, Class: 0.997773, Obj: 0.168836, No Obj: 0.000067, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793301, Class: 0.982265, Obj: 0.032301, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518316, Class: 0.953642, Obj: 0.002055, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697546, Class: 0.976875, Obj: 0.011860, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671869, Class: 0.988224, Obj: 0.064467, No Obj: 0.000127, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.621883, Class: 0.973356, Obj: 0.018710, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605185, Class: 0.988745, Obj: 0.102932, No Obj: 0.000107, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731709, Class: 0.990408, Obj: 0.076558, No Obj: 0.000105, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817474, Class: 0.997548, Obj: 0.522701, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679426, Class: 0.996342, Obj: 0.179283, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768411, Class: 0.999223, Obj: 0.260642, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620255, Class: 0.991818, Obj: 0.095223, No Obj: 0.000071, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1133: 0.490468, 0.504394 avg loss, 0.001000 rate, 3.922082 seconds, 72512 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571775, Class: 0.994350, Obj: 0.043537, No Obj: 0.000088, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818004, Class: 0.997493, Obj: 0.087809, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.583401, Class: 0.988294, Obj: 0.035954, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734118, Class: 0.998084, Obj: 0.356199, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662432, Class: 0.979454, Obj: 0.023705, No Obj: 0.000111, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671952, Class: 0.969446, Obj: 0.062828, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703884, Class: 0.992141, Obj: 0.083827, No Obj: 0.000154, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658961, Class: 0.996164, Obj: 0.109855, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.585484, Class: 0.966942, Obj: 0.000703, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667012, Class: 0.981157, Obj: 0.047403, No Obj: 0.000068, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738534, Class: 0.996895, Obj: 0.208447, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639565, Class: 0.970577, Obj: 0.147271, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663725, Class: 0.992926, Obj: 0.012478, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1134: 0.433966, 0.497351 avg loss, 0.001000 rate, 3.929034 seconds, 72576 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688394, Class: 0.996276, Obj: 0.133373, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775186, Class: 0.986916, Obj: 0.050873, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807677, Class: 0.904671, Obj: 0.040308, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.631721, Class: 0.992503, Obj: 0.020847, No Obj: 0.000096, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492489, Class: 0.995966, Obj: 0.281492, No Obj: 0.000157, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762137, Class: 0.993901, Obj: 0.145782, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605396, Class: 0.995939, Obj: 0.076670, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.570313, Class: 0.990474, Obj: 0.057567, No Obj: 0.000115, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655358, Class: 0.983612, Obj: 0.000707, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695004, Class: 0.993084, Obj: 0.046427, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.748763, Class: 0.972588, Obj: 0.118462, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746926, Class: 0.974702, Obj: 0.053617, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.580477, Class: 0.992093, Obj: 0.021018, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570200, Class: 0.999445, Obj: 0.413157, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797380, Class: 0.996011, Obj: 0.158240, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.258906, Class: 0.857402, Obj: 0.001001, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647560, Class: 0.995735, Obj: 0.066527, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651463, Class: 0.978922, Obj: 0.008886, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1135: 0.487876, 0.496404 avg loss, 0.001000 rate, 3.925377 seconds, 72640 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.602031, Class: 0.976558, Obj: 0.156718, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616866, Class: 0.955353, Obj: 0.072337, No Obj: 0.000057, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580148, Class: 0.975211, Obj: 0.047813, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630302, Class: 0.997016, Obj: 0.039105, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.422734, Class: 0.910386, Obj: 0.001092, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793622, Class: 0.997102, Obj: 0.318352, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557777, Class: 0.984877, Obj: 0.016990, No Obj: 0.000062, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667660, Class: 0.992189, Obj: 0.113322, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.755122, Class: 0.971527, Obj: 0.012397, No Obj: 0.000100, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761942, Class: 0.995821, Obj: 0.032977, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.570342, Class: 0.981199, Obj: 0.026837, No Obj: 0.000098, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698028, Class: 0.998345, Obj: 0.083001, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816385, Class: 0.981291, Obj: 0.007962, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770683, Class: 0.997016, Obj: 0.011466, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797681, Class: 0.998183, Obj: 0.128234, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1136: 0.550435, 0.501807 avg loss, 0.001000 rate, 3.925486 seconds, 72704 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.574266, Class: 0.964044, Obj: 0.194699, No Obj: 0.000182, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.534928, Class: 0.996748, Obj: 0.054349, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.709889, Class: 0.995301, Obj: 0.048210, No Obj: 0.000092, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643096, Class: 0.992077, Obj: 0.047503, No Obj: 0.000096, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800417, Class: 0.998751, Obj: 0.649335, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617067, Class: 0.991135, Obj: 0.039424, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756179, Class: 0.998529, Obj: 0.260292, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620326, Class: 0.989081, Obj: 0.198624, No Obj: 0.000085, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686632, Class: 0.994613, Obj: 0.006340, No Obj: 0.000052, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794827, Class: 0.975571, Obj: 0.011272, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.561292, Class: 0.989867, Obj: 0.056490, No Obj: 0.000055, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743393, Class: 0.970773, Obj: 0.095125, No Obj: 0.000195, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.723921, Class: 0.978723, Obj: 0.006966, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.915227, Class: 0.989303, Obj: 0.045794, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576279, Class: 0.985390, Obj: 0.031178, No Obj: 0.000063, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1137: 0.522075, 0.503834 avg loss, 0.001000 rate, 3.919825 seconds, 72768 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.631907, Class: 0.993403, Obj: 0.624953, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822655, Class: 0.992839, Obj: 0.286709, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.438251, Class: 0.996323, Obj: 0.066689, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548183, Class: 0.995772, Obj: 0.169696, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814446, Class: 0.998110, Obj: 0.044070, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593867, Class: 0.990740, Obj: 0.204982, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547983, Class: 0.994151, Obj: 0.040382, No Obj: 0.000073, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664802, Class: 0.994448, Obj: 0.108595, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775054, Class: 0.995196, Obj: 0.074485, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633755, Class: 0.970645, Obj: 0.015181, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.652145, Class: 0.991276, Obj: 0.007290, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717656, Class: 0.990590, Obj: 0.021472, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877029, Class: 0.993493, Obj: 0.100100, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.673066, Class: 0.993084, Obj: 0.017227, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.753137, Class: 0.994505, Obj: 0.746626, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.655102, Class: 0.972623, Obj: 0.002840, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.560798, Class: 0.991516, Obj: 0.034450, No Obj: 0.000080, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1138: 0.414420, 0.494892 avg loss, 0.001000 rate, 3.937394 seconds, 72832 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720963, Class: 0.996877, Obj: 0.246704, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809972, Class: 0.987979, Obj: 0.031676, No Obj: 0.000085, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651957, Class: 0.994939, Obj: 0.042852, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537656, Class: 0.977162, Obj: 0.004656, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630914, Class: 0.995281, Obj: 0.023904, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598367, Class: 0.972075, Obj: 0.346026, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.691124, Class: 0.979070, Obj: 0.026931, No Obj: 0.000088, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621156, Class: 0.997069, Obj: 0.160667, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.554837, Class: 0.989332, Obj: 0.063315, No Obj: 0.000051, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647206, Class: 0.999444, Obj: 0.021132, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620854, Class: 0.985965, Obj: 0.125948, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.572698, Class: 0.989503, Obj: 0.022675, No Obj: 0.000052, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.723293, Class: 0.989811, Obj: 0.100865, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629459, Class: 0.979915, Obj: 0.090463, No Obj: 0.000066, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1139: 0.502377, 0.495641 avg loss, 0.001000 rate, 3.923280 seconds, 72896 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774007, Class: 0.990871, Obj: 0.048074, No Obj: 0.000070, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609201, Class: 0.990187, Obj: 0.030473, No Obj: 0.000054, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738574, Class: 0.977962, Obj: 0.316413, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.664370, Class: 0.978457, Obj: 0.026615, No Obj: 0.000078, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820693, Class: 0.994979, Obj: 0.369768, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796639, Class: 0.963929, Obj: 0.023188, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631975, Class: 0.982580, Obj: 0.001534, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707034, Class: 0.987728, Obj: 0.193417, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.616807, Class: 0.994965, Obj: 0.077420, No Obj: 0.000085, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749183, Class: 0.991380, Obj: 0.053493, No Obj: 0.000094, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664266, Class: 0.978856, Obj: 0.068721, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734502, Class: 0.989648, Obj: 0.024908, No Obj: 0.000057, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1140: 0.440202, 0.490097 avg loss, 0.001000 rate, 3.927054 seconds, 72960 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551467, Class: 0.999263, Obj: 0.196445, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.557981, Class: 0.979255, Obj: 0.060075, No Obj: 0.000094, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729541, Class: 0.987552, Obj: 0.081047, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.677853, Class: 0.988969, Obj: 0.001007, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812303, Class: 0.997872, Obj: 0.120162, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.528847, Class: 0.990518, Obj: 0.041890, No Obj: 0.000059, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742856, Class: 0.992010, Obj: 0.067395, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796332, Class: 0.995240, Obj: 0.084374, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822733, Class: 0.970847, Obj: 0.034400, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655421, Class: 0.995677, Obj: 0.066782, No Obj: 0.000052, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.621241, Class: 0.984917, Obj: 0.286540, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.624698, Class: 0.930572, Obj: 0.107650, No Obj: 0.000188, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.779094, Class: 0.992870, Obj: 0.027109, No Obj: 0.000051, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808515, Class: 0.994698, Obj: 0.124174, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628901, Class: 0.978337, Obj: 0.291881, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722966, Class: 0.992706, Obj: 0.034713, No Obj: 0.000071, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1141: 0.500159, 0.491103 avg loss, 0.001000 rate, 3.925165 seconds, 73024 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759330, Class: 0.990357, Obj: 0.609478, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702639, Class: 0.993087, Obj: 0.070682, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563590, Class: 0.993662, Obj: 0.124653, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752970, Class: 0.941678, Obj: 0.144822, No Obj: 0.000182, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.463400, Class: 0.988329, Obj: 0.104338, No Obj: 0.000072, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507926, Class: 0.954311, Obj: 0.014743, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.615306, Class: 0.973441, Obj: 0.074155, No Obj: 0.000136, .5R: 0.866667, .75R: 0.133333, count: 15 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662842, Class: 0.989786, Obj: 0.052617, No Obj: 0.000149, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668363, Class: 0.990975, Obj: 0.288429, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.729607, Class: 0.993880, Obj: 0.086833, No Obj: 0.000141, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702512, Class: 0.983045, Obj: 0.048136, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.631626, Class: 0.996269, Obj: 0.148529, No Obj: 0.000137, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584792, Class: 0.910986, Obj: 0.055734, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.787470, Class: 0.984847, Obj: 0.037358, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1142: 0.661839, 0.508177 avg loss, 0.001000 rate, 3.928572 seconds, 73088 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622042, Class: 0.991084, Obj: 0.047123, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.732230, Class: 0.980901, Obj: 0.047056, No Obj: 0.000105, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877943, Class: 0.995649, Obj: 0.534514, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593390, Class: 0.988713, Obj: 0.039994, No Obj: 0.000050, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748367, Class: 0.972683, Obj: 0.272077, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683643, Class: 0.994818, Obj: 0.220216, No Obj: 0.000112, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698734, Class: 0.985147, Obj: 0.113133, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642327, Class: 0.984528, Obj: 0.115824, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.687429, Class: 0.992946, Obj: 0.116162, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746925, Class: 0.993265, Obj: 0.198601, No Obj: 0.000147, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.676797, Class: 0.989128, Obj: 0.044826, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759971, Class: 0.979556, Obj: 0.243651, No Obj: 0.000147, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718449, Class: 0.991433, Obj: 0.078904, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614537, Class: 0.984550, Obj: 0.081358, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1143: 0.328889, 0.490248 avg loss, 0.001000 rate, 3.924289 seconds, 73152 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671004, Class: 0.976477, Obj: 0.130926, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671120, Class: 0.986670, Obj: 0.147631, No Obj: 0.000129, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594111, Class: 0.995636, Obj: 0.176914, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665613, Class: 0.991266, Obj: 0.106691, No Obj: 0.000129, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764879, Class: 0.955283, Obj: 0.045928, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.604134, Class: 0.990553, Obj: 0.129130, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786521, Class: 0.995225, Obj: 0.013959, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486592, Class: 0.992947, Obj: 0.049434, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588309, Class: 0.981247, Obj: 0.041388, No Obj: 0.000098, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.699124, Class: 0.987356, Obj: 0.075808, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.722693, Class: 0.991894, Obj: 0.681003, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754310, Class: 0.990372, Obj: 0.058001, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630048, Class: 0.984874, Obj: 0.281996, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667529, Class: 0.990245, Obj: 0.114789, No Obj: 0.000103, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1144: 0.422733, 0.483496 avg loss, 0.001000 rate, 3.924196 seconds, 73216 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530744, Class: 0.969584, Obj: 0.017948, No Obj: 0.000064, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681636, Class: 0.979098, Obj: 0.185042, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.557523, Class: 0.965634, Obj: 0.161343, No Obj: 0.000101, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855641, Class: 0.996491, Obj: 0.304907, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632313, Class: 0.921010, Obj: 0.011012, No Obj: 0.000076, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753248, Class: 0.978725, Obj: 0.224729, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692609, Class: 0.981464, Obj: 0.071994, No Obj: 0.000093, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.571183, Class: 0.878307, Obj: 0.001531, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.591879, Class: 0.996709, Obj: 0.400342, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622569, Class: 0.983948, Obj: 0.094257, No Obj: 0.000114, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.667240, Class: 0.899502, Obj: 0.001775, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.722435, Class: 0.991504, Obj: 0.271923, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582650, Class: 0.989892, Obj: 0.227512, No Obj: 0.000125, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782222, Class: 0.983022, Obj: 0.101856, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668525, Class: 0.990962, Obj: 0.029800, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536766, Class: 0.994222, Obj: 0.116645, No Obj: 0.000125, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.743058, Class: 0.989289, Obj: 0.065478, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1145: 0.694570, 0.504604 avg loss, 0.001000 rate, 3.932451 seconds, 73280 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.727069, Class: 0.947742, Obj: 0.630838, No Obj: 0.000346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.711980, Class: 0.994360, Obj: 0.194517, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751847, Class: 0.980702, Obj: 0.109654, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631152, Class: 0.954396, Obj: 0.007862, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742056, Class: 0.993535, Obj: 0.476739, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833020, Class: 0.993756, Obj: 0.178309, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.675350, Class: 0.919239, Obj: 0.144905, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.850145, Class: 0.982926, Obj: 0.396836, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728694, Class: 0.989470, Obj: 0.251801, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688809, Class: 0.988743, Obj: 0.170152, No Obj: 0.000123, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732739, Class: 0.992916, Obj: 0.186243, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.508633, Class: 0.984842, Obj: 0.227893, No Obj: 0.000391, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.676776, Class: 0.991752, Obj: 0.627740, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660650, Class: 0.980690, Obj: 0.083066, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774931, Class: 0.997818, Obj: 0.169438, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630709, Class: 0.986421, Obj: 0.099057, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1146: 0.294560, 0.483599 avg loss, 0.001000 rate, 3.932733 seconds, 73344 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781949, Class: 0.968631, Obj: 0.107514, No Obj: 0.000244, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.775111, Class: 0.987275, Obj: 0.043955, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619448, Class: 0.998032, Obj: 0.016569, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754981, Class: 0.993192, Obj: 0.365589, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637779, Class: 0.991789, Obj: 0.556069, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580638, Class: 0.982530, Obj: 0.289787, No Obj: 0.000096, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621262, Class: 0.886188, Obj: 0.123189, No Obj: 0.000135, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.676603, Class: 0.980817, Obj: 0.083372, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606773, Class: 0.994138, Obj: 0.009560, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620084, Class: 0.980471, Obj: 0.124720, No Obj: 0.000109, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764028, Class: 0.995852, Obj: 0.283830, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679465, Class: 0.984161, Obj: 0.086698, No Obj: 0.000109, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696216, Class: 0.990841, Obj: 0.101638, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733008, Class: 0.992306, Obj: 0.034236, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1147: 0.354611, 0.470701 avg loss, 0.001000 rate, 3.928288 seconds, 73408 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836685, Class: 0.995593, Obj: 0.212730, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.569056, Class: 0.986218, Obj: 0.031170, No Obj: 0.000049, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865248, Class: 0.998425, Obj: 0.241162, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679673, Class: 0.985667, Obj: 0.012535, No Obj: 0.000050, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768550, Class: 0.992081, Obj: 0.051756, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670100, Class: 0.990515, Obj: 0.096033, No Obj: 0.000069, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736956, Class: 0.982776, Obj: 0.026757, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.570492, Class: 0.991497, Obj: 0.097815, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.723105, Class: 0.979854, Obj: 0.170699, No Obj: 0.000257, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.546934, Class: 0.966733, Obj: 0.050215, No Obj: 0.000060, .5R: 0.571429, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807011, Class: 0.954919, Obj: 0.355190, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680638, Class: 0.990093, Obj: 0.028009, No Obj: 0.000035, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465084, Class: 0.879256, Obj: 0.000624, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.563108, Class: 0.977827, Obj: 0.032459, No Obj: 0.000066, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808803, Class: 0.991286, Obj: 0.403437, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642696, Class: 0.934797, Obj: 0.037652, No Obj: 0.000055, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1148: 0.657818, 0.489412 avg loss, 0.001000 rate, 3.944299 seconds, 73472 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767089, Class: 0.983141, Obj: 0.040332, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815578, Class: 0.998028, Obj: 0.313727, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838688, Class: 0.989188, Obj: 0.101181, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565941, Class: 0.994301, Obj: 0.403544, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664863, Class: 0.991382, Obj: 0.159047, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681641, Class: 0.990702, Obj: 0.036523, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646242, Class: 0.990878, Obj: 0.124159, No Obj: 0.000088, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777167, Class: 0.961102, Obj: 0.014159, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692995, Class: 0.999651, Obj: 0.321894, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719503, Class: 0.944267, Obj: 0.066902, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746251, Class: 0.991501, Obj: 0.196580, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785905, Class: 0.988993, Obj: 0.070867, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799879, Class: 0.968205, Obj: 0.024491, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1149: 0.299305, 0.470402 avg loss, 0.001000 rate, 3.941819 seconds, 73536 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767963, Class: 0.979512, Obj: 0.460667, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671622, Class: 0.981984, Obj: 0.082505, No Obj: 0.000118, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.485341, Class: 0.990009, Obj: 0.032025, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.560819, Class: 0.999488, Obj: 0.269819, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753292, Class: 0.955988, Obj: 0.198179, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609656, Class: 0.998371, Obj: 0.178719, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598881, Class: 0.985282, Obj: 0.096925, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580445, Class: 0.894979, Obj: 0.023778, No Obj: 0.000163, .5R: 0.666667, .75R: 0.166667, count: 6 Region 106 Avg IOU: 0.534719, Class: 0.918354, Obj: 0.002050, No Obj: 0.000030, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756496, Class: 0.995379, Obj: 0.050809, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.481176, Class: 0.716502, Obj: 0.001175, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.877359, Class: 0.930163, Obj: 0.000073, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778871, Class: 0.989779, Obj: 0.094352, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505267, Class: 0.984375, Obj: 0.447291, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.509504, Class: 0.975237, Obj: 0.024296, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1150: 0.500799, 0.473441 avg loss, 0.001000 rate, 3.933282 seconds, 73600 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714176, Class: 0.971024, Obj: 0.087163, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671272, Class: 0.974269, Obj: 0.187883, No Obj: 0.000090, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871149, Class: 0.994205, Obj: 0.238351, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782419, Class: 0.986536, Obj: 0.136170, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482520, Class: 0.980548, Obj: 0.213839, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.755920, Class: 0.989283, Obj: 0.096276, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707697, Class: 0.982725, Obj: 0.074745, No Obj: 0.000053, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547270, Class: 0.986299, Obj: 0.180028, No Obj: 0.000081, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.731227, Class: 0.991684, Obj: 0.168428, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.830877, Class: 0.963544, Obj: 0.000406, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674494, Class: 0.979714, Obj: 0.010072, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606794, Class: 0.967692, Obj: 0.158739, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672534, Class: 0.978435, Obj: 0.204462, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693450, Class: 0.982920, Obj: 0.577934, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738557, Class: 0.986960, Obj: 0.033527, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1151: 0.381678, 0.464265 avg loss, 0.001000 rate, 3.928420 seconds, 73664 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797694, Class: 0.960198, Obj: 0.068426, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614978, Class: 0.981257, Obj: 0.099713, No Obj: 0.000117, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.695811, Class: 0.677780, Obj: 0.003625, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.634098, Class: 0.860600, Obj: 0.002464, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641885, Class: 0.986605, Obj: 0.070357, No Obj: 0.000109, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687044, Class: 0.998818, Obj: 0.279877, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776390, Class: 0.983040, Obj: 0.060222, No Obj: 0.000114, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800960, Class: 0.997086, Obj: 0.299991, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695659, Class: 0.996854, Obj: 0.208173, No Obj: 0.000102, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579138, Class: 0.999417, Obj: 0.385975, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813157, Class: 0.990209, Obj: 0.279474, No Obj: 0.000215, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714690, Class: 0.991497, Obj: 0.031961, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730444, Class: 0.989870, Obj: 0.309130, No Obj: 0.000129, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.735587, Class: 0.960006, Obj: 0.009713, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.817388, Class: 0.868330, Obj: 0.000542, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731414, Class: 0.987079, Obj: 0.059385, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.761616, Class: 0.831964, Obj: 0.052199, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696012, Class: 0.996441, Obj: 0.232236, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1152: 0.503881, 0.468227 avg loss, 0.001000 rate, 3.944494 seconds, 73728 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676610, Class: 0.988442, Obj: 0.182472, No Obj: 0.000107, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.614459, Class: 0.862452, Obj: 0.000097, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.569065, Class: 0.981519, Obj: 0.180075, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758630, Class: 0.991477, Obj: 0.187130, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728417, Class: 0.993239, Obj: 0.107854, No Obj: 0.000112, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719678, Class: 0.990013, Obj: 0.155547, No Obj: 0.000141, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841981, Class: 0.996602, Obj: 0.519120, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718957, Class: 0.984950, Obj: 0.012846, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.871740, Class: 0.996883, Obj: 0.298273, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774797, Class: 0.997516, Obj: 0.659956, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667745, Class: 0.983282, Obj: 0.104981, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1153: 0.352908, 0.456695 avg loss, 0.001000 rate, 3.936575 seconds, 73792 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666250, Class: 0.964060, Obj: 0.087985, No Obj: 0.000085, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.596952, Class: 0.989529, Obj: 0.654302, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677869, Class: 0.978812, Obj: 0.002357, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502136, Class: 0.979638, Obj: 0.017418, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624199, Class: 0.961188, Obj: 0.051701, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.663112, Class: 0.875082, Obj: 0.119241, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.620660, Class: 0.951991, Obj: 0.004311, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.750761, Class: 0.996844, Obj: 0.038358, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532213, Class: 0.985398, Obj: 0.058749, No Obj: 0.000065, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586179, Class: 0.984574, Obj: 0.021578, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.587247, Class: 0.984815, Obj: 0.027826, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652751, Class: 0.987780, Obj: 0.014780, No Obj: 0.000052, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1154: 0.453661, 0.456391 avg loss, 0.001000 rate, 3.937742 seconds, 73856 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639603, Class: 0.989558, Obj: 0.036967, No Obj: 0.000086, .5R: 0.900000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882259, Class: 0.988507, Obj: 0.203006, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725197, Class: 0.985754, Obj: 0.125263, No Obj: 0.000145, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681281, Class: 0.980202, Obj: 0.112200, No Obj: 0.000106, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813241, Class: 0.989526, Obj: 0.004048, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.685494, Class: 0.978616, Obj: 0.005067, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659304, Class: 0.987397, Obj: 0.135201, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522148, Class: 0.978154, Obj: 0.009152, No Obj: 0.000056, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809657, Class: 0.996033, Obj: 0.156036, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671567, Class: 0.946757, Obj: 0.003723, No Obj: 0.000111, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.750478, Class: 0.993725, Obj: 0.114110, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1155: 0.509734, 0.461726 avg loss, 0.001000 rate, 3.930652 seconds, 73920 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.656495, Class: 0.984919, Obj: 0.022294, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765284, Class: 0.994600, Obj: 0.018731, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740777, Class: 0.989407, Obj: 0.030132, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532821, Class: 0.997009, Obj: 0.236735, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858840, Class: 0.981136, Obj: 0.034466, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761316, Class: 0.995989, Obj: 0.485228, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760480, Class: 0.988732, Obj: 0.120756, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.576520, Class: 0.983514, Obj: 0.016106, No Obj: 0.000054, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727594, Class: 0.985626, Obj: 0.080158, No Obj: 0.000244, .5R: 1.000000, .75R: 0.428571, count: 7 Region 106 Avg IOU: 0.614159, Class: 0.989484, Obj: 0.148806, No Obj: 0.000073, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.748492, Class: 0.992163, Obj: 0.108453, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.600615, Class: 0.988018, Obj: 0.014070, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.825534, Class: 0.995296, Obj: 0.183751, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745390, Class: 0.985130, Obj: 0.008741, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627508, Class: 0.989770, Obj: 0.014949, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508731, Class: 0.984808, Obj: 0.074841, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1156: 0.420740, 0.457627 avg loss, 0.001000 rate, 3.937605 seconds, 73984 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869548, Class: 0.990095, Obj: 0.215217, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.539764, Class: 0.992320, Obj: 0.002170, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.772884, Class: 0.991137, Obj: 0.017701, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808298, Class: 0.991742, Obj: 0.731561, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687561, Class: 0.986246, Obj: 0.031521, No Obj: 0.000058, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635390, Class: 0.968194, Obj: 0.055119, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685770, Class: 0.988033, Obj: 0.065743, No Obj: 0.000083, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697072, Class: 0.993724, Obj: 0.249118, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.733596, Class: 0.918082, Obj: 0.066789, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681535, Class: 0.968604, Obj: 0.075032, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.615749, Class: 0.972475, Obj: 0.125035, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728126, Class: 0.973530, Obj: 0.267978, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705432, Class: 0.991022, Obj: 0.037676, No Obj: 0.000068, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628350, Class: 0.992886, Obj: 0.027038, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751150, Class: 0.995670, Obj: 0.055994, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674979, Class: 0.991947, Obj: 0.280345, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.763861, Class: 0.968165, Obj: 0.010355, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1157: 0.422601, 0.454124 avg loss, 0.001000 rate, 3.946402 seconds, 74048 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658594, Class: 0.901894, Obj: 0.044934, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.857064, Class: 0.998383, Obj: 0.322787, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759660, Class: 0.992358, Obj: 0.061181, No Obj: 0.000095, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.770709, Class: 0.979885, Obj: 0.056670, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.697194, Class: 0.995002, Obj: 0.475451, No Obj: 0.000281, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738311, Class: 0.991781, Obj: 0.070129, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616581, Class: 0.985739, Obj: 0.001233, No Obj: 0.000063, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.534056, Class: 0.994305, Obj: 0.639449, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703595, Class: 0.990120, Obj: 0.079646, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886508, Class: 0.983234, Obj: 0.081336, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749136, Class: 0.990466, Obj: 0.045825, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767871, Class: 0.995285, Obj: 0.316857, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772853, Class: 0.993387, Obj: 0.075737, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688517, Class: 0.985612, Obj: 0.091883, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702041, Class: 0.992204, Obj: 0.110567, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1158: 0.371585, 0.445871 avg loss, 0.001000 rate, 3.930754 seconds, 74112 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607397, Class: 0.987303, Obj: 0.051846, No Obj: 0.000113, .5R: 0.571429, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.584022, Class: 0.959719, Obj: 0.009125, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647634, Class: 0.979429, Obj: 0.139964, No Obj: 0.000102, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.633649, Class: 0.981666, Obj: 0.044520, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.732248, Class: 0.997485, Obj: 0.446002, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699904, Class: 0.981794, Obj: 0.032474, No Obj: 0.000074, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620477, Class: 0.987658, Obj: 0.057370, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.860422, Class: 0.991321, Obj: 0.066652, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618083, Class: 0.993036, Obj: 0.154972, No Obj: 0.000100, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592427, Class: 0.969000, Obj: 0.139242, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.561876, Class: 0.992449, Obj: 0.067520, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678528, Class: 0.983685, Obj: 0.181678, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776395, Class: 0.980991, Obj: 0.027622, No Obj: 0.000076, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784975, Class: 0.997996, Obj: 0.340477, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.755810, Class: 0.993800, Obj: 0.040274, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1159: 0.565320, 0.457815 avg loss, 0.001000 rate, 3.937774 seconds, 74176 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.457085, Class: 0.929774, Obj: 0.000769, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708916, Class: 0.998003, Obj: 0.052522, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.486421, Class: 0.989087, Obj: 0.257235, No Obj: 0.000111, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544597, Class: 0.997417, Obj: 0.029421, No Obj: 0.000107, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634441, Class: 0.994068, Obj: 0.284131, No Obj: 0.000201, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.633413, Class: 0.993039, Obj: 0.079817, No Obj: 0.000075, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815082, Class: 0.996003, Obj: 0.403787, No Obj: 0.000250, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.656445, Class: 0.993780, Obj: 0.057112, No Obj: 0.000092, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.602508, Class: 0.937632, Obj: 0.076338, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.639827, Class: 0.955956, Obj: 0.069214, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766795, Class: 0.993532, Obj: 0.113959, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.389372, Class: 0.875545, Obj: 0.000202, No Obj: 0.000090, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628512, Class: 0.991762, Obj: 0.047859, No Obj: 0.000075, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751240, Class: 0.986722, Obj: 0.447162, No Obj: 0.000320, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.626859, Class: 0.962742, Obj: 0.098257, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.835310, Class: 0.987578, Obj: 0.395792, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.519363, Class: 0.985677, Obj: 0.016683, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.765818, Class: 0.996473, Obj: 0.158375, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1160: 0.474598, 0.459494 avg loss, 0.001000 rate, 3.944787 seconds, 74240 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807101, Class: 0.986927, Obj: 0.052610, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.917591, Class: 0.992399, Obj: 0.387689, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.603414, Class: 0.969787, Obj: 0.016307, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.702089, Class: 0.990895, Obj: 0.028606, No Obj: 0.000064, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.477391, Class: 0.994953, Obj: 0.752544, No Obj: 0.000303, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682573, Class: 0.991350, Obj: 0.207372, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935796, Class: 0.999259, Obj: 0.753075, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814791, Class: 0.991698, Obj: 0.018085, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731871, Class: 0.997578, Obj: 0.215147, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656663, Class: 0.985498, Obj: 0.080209, No Obj: 0.000123, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899507, Class: 0.976422, Obj: 0.002604, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752563, Class: 0.995662, Obj: 0.185896, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637434, Class: 0.994924, Obj: 0.019202, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.771098, Class: 0.992685, Obj: 0.108744, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1161: 0.364266, 0.449971 avg loss, 0.001000 rate, 3.939608 seconds, 74304 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.755918, Class: 0.980743, Obj: 0.024027, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667133, Class: 0.994207, Obj: 0.053044, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.672081, Class: 0.642261, Obj: 0.016957, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.674665, Class: 0.961920, Obj: 0.002456, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721591, Class: 0.989232, Obj: 0.056342, No Obj: 0.000097, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621742, Class: 0.994460, Obj: 0.021397, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.767231, Class: 0.985014, Obj: 0.170997, No Obj: 0.000266, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596818, Class: 0.973556, Obj: 0.002346, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705756, Class: 0.990857, Obj: 0.105147, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.664200, Class: 0.988282, Obj: 0.024267, No Obj: 0.000112, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627967, Class: 0.999517, Obj: 0.491082, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.865556, Class: 0.991956, Obj: 0.100107, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672104, Class: 0.987912, Obj: 0.033284, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788052, Class: 0.979548, Obj: 0.012649, No Obj: 0.000150, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.776043, Class: 0.993176, Obj: 0.053555, No Obj: 0.000144, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1162: 0.455821, 0.450556 avg loss, 0.001000 rate, 3.939862 seconds, 74368 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868104, Class: 0.988141, Obj: 0.282634, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612708, Class: 0.988749, Obj: 0.035318, No Obj: 0.000057, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.540310, Class: 0.989734, Obj: 0.286408, No Obj: 0.000348, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.689688, Class: 0.977282, Obj: 0.273749, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729246, Class: 0.988839, Obj: 0.071654, No Obj: 0.000106, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800005, Class: 0.988418, Obj: 0.513423, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768935, Class: 0.992645, Obj: 0.003340, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.689068, Class: 0.987282, Obj: 0.427879, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.680229, Class: 0.950766, Obj: 0.041504, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.718023, Class: 0.983363, Obj: 0.032632, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678021, Class: 0.965837, Obj: 0.032759, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642730, Class: 0.986720, Obj: 0.083534, No Obj: 0.000060, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639498, Class: 0.995892, Obj: 0.026858, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.804680, Class: 0.989918, Obj: 0.339769, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719775, Class: 0.987276, Obj: 0.134609, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705007, Class: 0.995426, Obj: 0.110872, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.556848, Class: 0.980677, Obj: 0.111311, No Obj: 0.000076, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1163: 0.513428, 0.456843 avg loss, 0.001000 rate, 3.937653 seconds, 74432 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581991, Class: 0.958526, Obj: 0.195124, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758266, Class: 0.992004, Obj: 0.171663, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749540, Class: 0.992875, Obj: 0.065151, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731733, Class: 0.987616, Obj: 0.012526, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739544, Class: 0.994876, Obj: 0.144556, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759537, Class: 0.992794, Obj: 0.072653, No Obj: 0.000063, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548593, Class: 0.969058, Obj: 0.009355, No Obj: 0.000128, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.468116, Class: 0.994461, Obj: 0.021393, No Obj: 0.000037, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702845, Class: 0.991811, Obj: 0.116496, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681853, Class: 0.994934, Obj: 0.215352, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814758, Class: 0.998351, Obj: 0.422713, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829422, Class: 0.993216, Obj: 0.032501, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1164: 0.349959, 0.446155 avg loss, 0.001000 rate, 3.941637 seconds, 74496 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.676555, Class: 0.991794, Obj: 0.043293, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651555, Class: 0.990092, Obj: 0.048144, No Obj: 0.000087, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.606040, Class: 0.996368, Obj: 0.147887, No Obj: 0.000106, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672920, Class: 0.992379, Obj: 0.076156, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.611048, Class: 0.972200, Obj: 0.130912, No Obj: 0.000156, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631032, Class: 0.999628, Obj: 0.312735, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723065, Class: 0.996666, Obj: 0.127602, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665826, Class: 0.997477, Obj: 0.190733, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708636, Class: 0.995572, Obj: 0.082690, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605343, Class: 0.987018, Obj: 0.130377, No Obj: 0.000098, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.565658, Class: 0.997001, Obj: 0.030513, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773878, Class: 0.997470, Obj: 0.141678, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722348, Class: 0.991751, Obj: 0.134847, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619408, Class: 0.989815, Obj: 0.060655, No Obj: 0.000129, .5R: 0.888889, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527950, Class: 0.992310, Obj: 0.000933, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740085, Class: 0.991286, Obj: 0.128541, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1165: 0.459995, 0.447539 avg loss, 0.001000 rate, 3.926300 seconds, 74560 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603876, Class: 0.991947, Obj: 0.142885, No Obj: 0.000107, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.773915, Class: 0.990319, Obj: 0.402894, No Obj: 0.000304, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574088, Class: 0.997476, Obj: 0.048467, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580947, Class: 0.994344, Obj: 0.029725, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728085, Class: 0.997816, Obj: 0.176895, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.675235, Class: 0.974909, Obj: 0.204494, No Obj: 0.000161, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684304, Class: 0.998940, Obj: 0.220397, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679105, Class: 0.992322, Obj: 0.070404, No Obj: 0.000169, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715944, Class: 0.990149, Obj: 0.059868, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678524, Class: 0.946097, Obj: 0.000471, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611572, Class: 0.988881, Obj: 0.093250, No Obj: 0.000161, .5R: 0.777778, .75R: 0.000000, count: 9 Region 82 Avg IOU: 0.561337, Class: 0.990259, Obj: 0.018534, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.845521, Class: 0.977771, Obj: 0.011417, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602602, Class: 0.988258, Obj: 0.030424, No Obj: 0.000069, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1166: 0.590949, 0.461880 avg loss, 0.001000 rate, 3.936869 seconds, 74624 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797227, Class: 0.960015, Obj: 0.000454, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641505, Class: 0.990822, Obj: 0.041690, No Obj: 0.000120, .5R: 0.800000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867521, Class: 0.996181, Obj: 0.193163, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665404, Class: 0.976961, Obj: 0.251482, No Obj: 0.000121, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827741, Class: 0.998042, Obj: 0.111678, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693862, Class: 0.991655, Obj: 0.158874, No Obj: 0.000118, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658986, Class: 0.998974, Obj: 0.635814, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702576, Class: 0.994670, Obj: 0.323125, No Obj: 0.000106, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760840, Class: 0.913636, Obj: 0.001419, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767577, Class: 0.993113, Obj: 0.151760, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546638, Class: 0.970446, Obj: 0.008571, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.751936, Class: 0.993828, Obj: 0.145693, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690426, Class: 0.993555, Obj: 0.275563, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.738789, Class: 0.642559, Obj: 0.024264, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.697668, Class: 0.998685, Obj: 0.230548, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711220, Class: 0.991193, Obj: 0.160545, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1167: 0.415486, 0.457240 avg loss, 0.001000 rate, 3.933556 seconds, 74688 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615734, Class: 0.959970, Obj: 0.008806, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682434, Class: 0.996763, Obj: 0.041582, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684174, Class: 0.947431, Obj: 0.015351, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740417, Class: 0.988720, Obj: 0.003182, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690843, Class: 0.954510, Obj: 0.035099, No Obj: 0.000088, .5R: 1.000000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.735613, Class: 0.993814, Obj: 0.071548, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654490, Class: 0.986542, Obj: 0.032844, No Obj: 0.000080, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725495, Class: 0.996812, Obj: 0.089093, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600875, Class: 0.968412, Obj: 0.016403, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.576011, Class: 0.961597, Obj: 0.141574, No Obj: 0.000080, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517217, Class: 0.969946, Obj: 0.042282, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574272, Class: 0.997881, Obj: 0.396828, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716632, Class: 0.993649, Obj: 0.066573, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1168: 0.371716, 0.448688 avg loss, 0.001000 rate, 3.934444 seconds, 74752 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735714, Class: 0.969143, Obj: 0.094043, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581470, Class: 0.990622, Obj: 0.061306, No Obj: 0.000068, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561691, Class: 0.969084, Obj: 0.057278, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711349, Class: 0.981945, Obj: 0.051086, No Obj: 0.000091, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731656, Class: 0.979078, Obj: 0.003235, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722960, Class: 0.992743, Obj: 0.312748, No Obj: 0.000125, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676572, Class: 0.977687, Obj: 0.051724, No Obj: 0.000100, .5R: 0.625000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712922, Class: 0.991584, Obj: 0.013120, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736852, Class: 0.989986, Obj: 0.076084, No Obj: 0.000217, .5R: 0.833333, .75R: 0.666667, count: 6 Region 106 Avg IOU: 0.744802, Class: 0.994801, Obj: 0.255406, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.698694, Class: 0.671456, Obj: 0.019717, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.570084, Class: 0.991133, Obj: 0.159731, No Obj: 0.000210, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.752538, Class: 0.981296, Obj: 0.070911, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609722, Class: 0.964692, Obj: 0.000273, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1169: 0.508983, 0.454717 avg loss, 0.001000 rate, 3.931596 seconds, 74816 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604566, Class: 0.982326, Obj: 0.012247, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.715402, Class: 0.991221, Obj: 0.129650, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.722185, Class: 0.965371, Obj: 0.074326, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.795763, Class: 0.970523, Obj: 0.016778, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721571, Class: 0.993980, Obj: 0.066629, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783263, Class: 0.865249, Obj: 0.000829, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624296, Class: 0.979786, Obj: 0.088615, No Obj: 0.000077, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.525089, Class: 0.950650, Obj: 0.071113, No Obj: 0.000395, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.682402, Class: 0.974727, Obj: 0.413349, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.479267, Class: 0.911176, Obj: 0.002954, No Obj: 0.000031, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675551, Class: 0.993899, Obj: 0.162570, No Obj: 0.000081, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488375, Class: 0.989297, Obj: 0.109376, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724163, Class: 0.979431, Obj: 0.032933, No Obj: 0.000086, .5R: 0.923077, .75R: 0.461538, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.501677, Class: 0.962435, Obj: 0.000805, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672330, Class: 0.989892, Obj: 0.038453, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809982, Class: 0.995008, Obj: 0.032653, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1170: 0.566684, 0.465914 avg loss, 0.001000 rate, 3.945678 seconds, 74880 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.669941, Class: 0.987346, Obj: 0.016844, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.657266, Class: 0.982053, Obj: 0.146839, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.759386, Class: 0.977668, Obj: 0.020159, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600401, Class: 0.993604, Obj: 0.259402, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.664864, Class: 0.974712, Obj: 0.034117, No Obj: 0.000094, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638252, Class: 0.989799, Obj: 0.079323, No Obj: 0.000042, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.497988, Class: 0.999308, Obj: 0.053615, No Obj: 0.000118, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668144, Class: 0.989035, Obj: 0.056084, No Obj: 0.000095, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811050, Class: 0.982474, Obj: 0.290990, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680982, Class: 0.991893, Obj: 0.065342, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.698905, Class: 0.996529, Obj: 0.856881, No Obj: 0.000343, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751429, Class: 0.988904, Obj: 0.175489, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662703, Class: 0.994340, Obj: 0.056148, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682881, Class: 0.931732, Obj: 0.031938, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781507, Class: 0.985095, Obj: 0.270693, No Obj: 0.000111, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661937, Class: 0.998140, Obj: 0.344516, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.741251, Class: 0.993799, Obj: 0.264197, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1171: 0.459233, 0.465246 avg loss, 0.001000 rate, 3.935568 seconds, 74944 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653363, Class: 0.987618, Obj: 0.011236, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.743870, Class: 0.983787, Obj: 0.120267, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.449545, Class: 0.944382, Obj: 0.031433, No Obj: 0.000076, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596985, Class: 0.997187, Obj: 0.072188, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662065, Class: 0.988792, Obj: 0.090720, No Obj: 0.000091, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801570, Class: 0.993863, Obj: 0.002983, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699129, Class: 0.992005, Obj: 0.173981, No Obj: 0.000129, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889243, Class: 0.994153, Obj: 0.217009, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686994, Class: 0.987313, Obj: 0.075824, No Obj: 0.000103, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656482, Class: 0.984282, Obj: 0.011478, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663438, Class: 0.994330, Obj: 0.272562, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844553, Class: 0.996291, Obj: 0.183447, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719621, Class: 0.991189, Obj: 0.058044, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.513364, Class: 0.945248, Obj: 0.031202, No Obj: 0.000189, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596735, Class: 0.991093, Obj: 0.062672, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1172: 0.489162, 0.467638 avg loss, 0.001000 rate, 3.934189 seconds, 75008 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749599, Class: 0.995363, Obj: 0.416373, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586272, Class: 0.991831, Obj: 0.060423, No Obj: 0.000108, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599452, Class: 0.981885, Obj: 0.038446, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.732604, Class: 0.998768, Obj: 0.296380, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641237, Class: 0.994679, Obj: 0.231824, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605320, Class: 0.980540, Obj: 0.164659, No Obj: 0.000165, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.675777, Class: 0.990077, Obj: 0.130312, No Obj: 0.000106, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635063, Class: 0.978898, Obj: 0.005888, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727321, Class: 0.992273, Obj: 0.013119, No Obj: 0.000077, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.467770, Class: 0.993979, Obj: 0.747415, No Obj: 0.000317, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667863, Class: 0.999107, Obj: 0.287667, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.606568, Class: 0.994659, Obj: 0.059512, No Obj: 0.000093, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765852, Class: 0.987357, Obj: 0.096751, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753900, Class: 0.994657, Obj: 0.146405, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1173: 0.450703, 0.465944 avg loss, 0.001000 rate, 3.923360 seconds, 75072 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742355, Class: 0.998853, Obj: 0.261751, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824605, Class: 0.998901, Obj: 0.150410, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854384, Class: 0.998616, Obj: 0.378976, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679276, Class: 0.993565, Obj: 0.035249, No Obj: 0.000065, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.700301, Class: 0.960925, Obj: 0.002904, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.694739, Class: 0.963128, Obj: 0.286671, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705878, Class: 0.990949, Obj: 0.049325, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806942, Class: 0.991617, Obj: 0.143917, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651708, Class: 0.991546, Obj: 0.045375, No Obj: 0.000089, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.952800, Class: 0.986623, Obj: 0.323921, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742971, Class: 0.992598, Obj: 0.048752, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689632, Class: 0.994878, Obj: 0.204910, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.607587, Class: 0.980748, Obj: 0.005816, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.474737, Class: 0.987539, Obj: 0.016239, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643967, Class: 0.994826, Obj: 0.214873, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810396, Class: 0.992207, Obj: 0.124188, No Obj: 0.000100, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1174: 0.453365, 0.464686 avg loss, 0.001000 rate, 3.915747 seconds, 75136 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727760, Class: 0.963502, Obj: 0.081773, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.671607, Class: 0.991859, Obj: 0.175839, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636448, Class: 0.991472, Obj: 0.025020, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619700, Class: 0.992036, Obj: 0.067819, No Obj: 0.000086, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686705, Class: 0.987029, Obj: 0.131634, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715893, Class: 0.998297, Obj: 0.028153, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711438, Class: 0.994030, Obj: 0.422801, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.590791, Class: 0.990718, Obj: 0.039465, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729722, Class: 0.994970, Obj: 0.043744, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639840, Class: 0.993844, Obj: 0.243663, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643439, Class: 0.970071, Obj: 0.052225, No Obj: 0.000078, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663196, Class: 0.977825, Obj: 0.100445, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641984, Class: 0.989774, Obj: 0.027562, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646442, Class: 0.997613, Obj: 0.063970, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1175: 0.439762, 0.462194 avg loss, 0.001000 rate, 3.921593 seconds, 75200 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804224, Class: 0.995352, Obj: 0.095440, No Obj: 0.000070, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760971, Class: 0.948089, Obj: 0.115275, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704514, Class: 0.994130, Obj: 0.023071, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654354, Class: 0.966240, Obj: 0.054313, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.773353, Class: 0.988675, Obj: 0.092857, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584910, Class: 0.983161, Obj: 0.276826, No Obj: 0.000149, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.792722, Class: 0.986506, Obj: 0.057672, No Obj: 0.000136, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687622, Class: 0.985959, Obj: 0.036062, No Obj: 0.000061, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764176, Class: 0.996549, Obj: 0.452343, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655918, Class: 0.991821, Obj: 0.048747, No Obj: 0.000091, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641906, Class: 0.949150, Obj: 0.110365, No Obj: 0.000093, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660063, Class: 0.992406, Obj: 0.111694, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1176: 0.472107, 0.463185 avg loss, 0.001000 rate, 3.922548 seconds, 75264 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440577, Class: 0.981033, Obj: 0.082686, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594771, Class: 0.978391, Obj: 0.004926, No Obj: 0.000071, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.229108, Class: 0.809754, Obj: 0.000122, No Obj: 0.000011, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.729127, Class: 0.997097, Obj: 0.386254, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729394, Class: 0.999471, Obj: 0.136534, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666831, Class: 0.974599, Obj: 0.053089, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822515, Class: 0.995793, Obj: 0.197579, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620063, Class: 0.982790, Obj: 0.110809, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818061, Class: 0.993049, Obj: 0.096204, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513076, Class: 0.988703, Obj: 0.002792, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912346, Class: 0.993993, Obj: 0.143409, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.608344, Class: 0.967743, Obj: 0.047391, No Obj: 0.000084, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704491, Class: 0.992542, Obj: 0.566125, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712539, Class: 0.997848, Obj: 0.392129, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770199, Class: 0.987489, Obj: 0.209968, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768504, Class: 0.989197, Obj: 0.086062, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1177: 0.370525, 0.453919 avg loss, 0.001000 rate, 3.921767 seconds, 75328 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683747, Class: 0.990865, Obj: 0.085704, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642371, Class: 0.994893, Obj: 0.093330, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463907, Class: 0.999199, Obj: 0.266544, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718663, Class: 0.970167, Obj: 0.081210, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781444, Class: 0.993528, Obj: 0.103010, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640026, Class: 0.962586, Obj: 0.099160, No Obj: 0.000108, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725876, Class: 0.982035, Obj: 0.048829, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625779, Class: 0.993214, Obj: 0.040090, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836285, Class: 0.991967, Obj: 0.077096, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478481, Class: 0.985447, Obj: 0.001462, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641613, Class: 0.993318, Obj: 0.032185, No Obj: 0.000113, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733819, Class: 0.996706, Obj: 0.166137, No Obj: 0.000127, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1178: 0.415210, 0.450048 avg loss, 0.001000 rate, 3.928243 seconds, 75392 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.778517, Class: 0.961565, Obj: 0.001467, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785219, Class: 0.992785, Obj: 0.067002, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678197, Class: 0.982657, Obj: 0.187333, No Obj: 0.000095, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814439, Class: 0.995831, Obj: 0.121859, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707776, Class: 0.994728, Obj: 0.104127, No Obj: 0.000140, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697317, Class: 0.992291, Obj: 0.150764, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.788316, Class: 0.997197, Obj: 0.063333, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.574815, Class: 0.954480, Obj: 0.026124, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.836666, Class: 0.992074, Obj: 0.052979, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793756, Class: 0.988749, Obj: 0.025823, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717039, Class: 0.994272, Obj: 0.011301, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706368, Class: 0.997292, Obj: 0.182124, No Obj: 0.000123, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553858, Class: 0.999303, Obj: 0.143564, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1179: 0.360994, 0.441143 avg loss, 0.001000 rate, 3.923670 seconds, 75456 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798768, Class: 0.998084, Obj: 0.135440, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675049, Class: 0.995265, Obj: 0.151571, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607881, Class: 0.975279, Obj: 0.032218, No Obj: 0.000101, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.601104, Class: 0.986695, Obj: 0.089405, No Obj: 0.000094, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674185, Class: 0.990908, Obj: 0.063643, No Obj: 0.000122, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.481800, Class: 0.826550, Obj: 0.022810, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.679834, Class: 0.985889, Obj: 0.045069, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.887097, Class: 0.994200, Obj: 0.070607, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482523, Class: 0.964198, Obj: 0.002859, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614843, Class: 0.986660, Obj: 0.004920, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.614001, Class: 0.981514, Obj: 0.015702, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634321, Class: 0.994095, Obj: 0.107354, No Obj: 0.000170, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751591, Class: 0.996171, Obj: 0.362523, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678072, Class: 0.993699, Obj: 0.096003, No Obj: 0.000185, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543514, Class: 0.996646, Obj: 0.055307, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696983, Class: 0.998691, Obj: 0.168301, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1180: 0.566197, 0.453648 avg loss, 0.001000 rate, 3.918965 seconds, 75520 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889202, Class: 0.967326, Obj: 0.017861, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669089, Class: 0.985840, Obj: 0.028268, No Obj: 0.000125, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749970, Class: 0.997642, Obj: 0.040733, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652036, Class: 0.987386, Obj: 0.075130, No Obj: 0.000134, .5R: 0.916667, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555911, Class: 0.967960, Obj: 0.151770, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.544735, Class: 0.995386, Obj: 0.016228, No Obj: 0.000098, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737664, Class: 0.995611, Obj: 0.104465, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665455, Class: 0.979336, Obj: 0.047186, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.666850, Class: 0.996847, Obj: 0.093434, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635264, Class: 0.977903, Obj: 0.127655, No Obj: 0.000082, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573875, Class: 0.865181, Obj: 0.010741, No Obj: 0.000023, .5R: 0.800000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.653544, Class: 0.995839, Obj: 0.024234, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558703, Class: 0.985177, Obj: 0.044163, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757919, Class: 0.995312, Obj: 0.118334, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1181: 0.565516, 0.464835 avg loss, 0.001000 rate, 3.923491 seconds, 75584 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645933, Class: 0.996568, Obj: 0.148945, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.693989, Class: 0.982923, Obj: 0.352242, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.668010, Class: 0.993168, Obj: 0.037821, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.522609, Class: 0.995182, Obj: 0.120782, No Obj: 0.000081, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704989, Class: 0.984492, Obj: 0.240440, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.535399, Class: 0.970823, Obj: 0.014548, No Obj: 0.000048, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447622, Class: 0.984395, Obj: 0.037618, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725697, Class: 0.989638, Obj: 0.073420, No Obj: 0.000103, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577699, Class: 0.959013, Obj: 0.047981, No Obj: 0.000073, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.747082, Class: 0.995490, Obj: 0.078575, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799265, Class: 0.988697, Obj: 0.105129, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632574, Class: 0.995753, Obj: 0.106631, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622986, Class: 0.914714, Obj: 0.043101, No Obj: 0.000101, .5R: 0.800000, .75R: 0.000000, count: 5 Region 106 Avg IOU: 0.761832, Class: 0.981743, Obj: 0.073097, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704901, Class: 0.991527, Obj: 0.096393, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628664, Class: 0.988820, Obj: 0.040912, No Obj: 0.000048, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1182: 0.542690, 0.472621 avg loss, 0.001000 rate, 3.906923 seconds, 75648 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.521342, Class: 0.912136, Obj: 0.013727, No Obj: 0.000249, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.656743, Class: 0.985033, Obj: 0.049067, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.625548, Class: 0.977022, Obj: 0.051111, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.733906, Class: 0.939639, Obj: 0.144813, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.495595, Class: 0.970009, Obj: 0.046683, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592828, Class: 0.982832, Obj: 0.141112, No Obj: 0.000090, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724112, Class: 0.994120, Obj: 0.094434, No Obj: 0.000065, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.647099, Class: 0.994180, Obj: 0.047050, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.872723, Class: 0.994925, Obj: 0.224231, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809428, Class: 0.997061, Obj: 0.175174, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812047, Class: 0.988938, Obj: 0.272214, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744439, Class: 0.997704, Obj: 0.091676, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688145, Class: 0.971983, Obj: 0.073041, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.562078, Class: 0.990345, Obj: 0.027499, No Obj: 0.000076, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723257, Class: 0.979177, Obj: 0.036117, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775806, Class: 0.997987, Obj: 0.155911, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1183: 0.575552, 0.482914 avg loss, 0.001000 rate, 3.921616 seconds, 75712 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.621429, Class: 0.978230, Obj: 0.083488, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631999, Class: 0.992808, Obj: 0.013253, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.705307, Class: 0.708490, Obj: 0.015523, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.695227, Class: 0.997934, Obj: 0.205723, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.816964, Class: 0.996223, Obj: 0.368591, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636755, Class: 0.981414, Obj: 0.000965, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726063, Class: 0.993587, Obj: 0.009891, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693297, Class: 0.977500, Obj: 0.053989, No Obj: 0.000056, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650774, Class: 0.980132, Obj: 0.109659, No Obj: 0.000130, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.664192, Class: 0.990315, Obj: 0.051285, No Obj: 0.000073, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526777, Class: 0.970576, Obj: 0.010772, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715637, Class: 0.985075, Obj: 0.033114, No Obj: 0.000053, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632176, Class: 0.984862, Obj: 0.034987, No Obj: 0.000029, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762152, Class: 0.995063, Obj: 0.013583, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1184: 0.399436, 0.474566 avg loss, 0.001000 rate, 3.907081 seconds, 75776 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701241, Class: 0.987321, Obj: 0.548352, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.573237, Class: 0.999034, Obj: 0.054371, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613528, Class: 0.985149, Obj: 0.162804, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772741, Class: 0.994739, Obj: 0.481890, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843834, Class: 0.996766, Obj: 0.043697, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697787, Class: 0.997628, Obj: 0.132596, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700679, Class: 0.967927, Obj: 0.417260, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.873854, Class: 0.998267, Obj: 0.232157, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.734833, Class: 0.962542, Obj: 0.001263, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767389, Class: 0.983352, Obj: 0.031121, No Obj: 0.000061, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764541, Class: 0.985898, Obj: 0.097577, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.828482, Class: 0.997639, Obj: 0.212771, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.879942, Class: 0.914611, Obj: 0.020015, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.522341, Class: 0.949916, Obj: 0.296059, No Obj: 0.000274, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.623680, Class: 0.989193, Obj: 0.060189, No Obj: 0.000067, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1185: 0.315777, 0.458687 avg loss, 0.001000 rate, 3.901917 seconds, 75840 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690602, Class: 0.998979, Obj: 0.323661, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429676, Class: 0.603064, Obj: 0.000006, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.767483, Class: 0.992334, Obj: 0.432718, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.465489, Class: 0.972282, Obj: 0.459186, No Obj: 0.000219, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610190, Class: 0.996510, Obj: 0.124152, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715697, Class: 0.995018, Obj: 0.100324, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.717362, Class: 0.992007, Obj: 0.461888, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746229, Class: 0.994735, Obj: 0.160841, No Obj: 0.000272, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.827235, Class: 0.997414, Obj: 0.069628, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692835, Class: 0.989569, Obj: 0.259865, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.810886, Class: 0.993374, Obj: 0.089580, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.568261, Class: 0.937600, Obj: 0.031847, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746783, Class: 0.995890, Obj: 0.013785, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.565293, Class: 0.918638, Obj: 0.005891, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.618033, Class: 0.995968, Obj: 0.004748, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690828, Class: 0.989551, Obj: 0.008614, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.618633, Class: 0.904280, Obj: 0.308562, No Obj: 0.000323, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.593947, Class: 0.800299, Obj: 0.000444, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665463, Class: 0.985867, Obj: 0.034309, No Obj: 0.000070, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1186: 0.420982, 0.454916 avg loss, 0.001000 rate, 3.922605 seconds, 75904 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681003, Class: 0.960224, Obj: 0.065691, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709643, Class: 0.998299, Obj: 0.036676, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589075, Class: 0.915048, Obj: 0.059049, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.700151, Class: 0.994864, Obj: 0.102433, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647335, Class: 0.991500, Obj: 0.136176, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.810693, Class: 0.995284, Obj: 0.055843, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.729746, Class: 0.978708, Obj: 0.238224, No Obj: 0.000263, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.623464, Class: 0.991291, Obj: 0.256027, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.781252, Class: 0.985327, Obj: 0.080991, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.897315, Class: 0.998739, Obj: 0.322281, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676548, Class: 0.979651, Obj: 0.046409, No Obj: 0.000094, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554497, Class: 0.979424, Obj: 0.447837, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757956, Class: 0.995033, Obj: 0.065538, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.634183, Class: 0.981807, Obj: 0.009944, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687291, Class: 0.997517, Obj: 0.143888, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1187: 0.423780, 0.451803 avg loss, 0.001000 rate, 3.904056 seconds, 75968 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733397, Class: 0.991268, Obj: 0.257361, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.442463, Class: 0.979368, Obj: 0.017600, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.916426, Class: 0.997518, Obj: 0.049725, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678790, Class: 0.983352, Obj: 0.019130, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645621, Class: 0.983296, Obj: 0.018996, No Obj: 0.000048, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751657, Class: 0.975681, Obj: 0.048874, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736138, Class: 0.949541, Obj: 0.027230, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663084, Class: 0.991903, Obj: 0.048796, No Obj: 0.000100, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723844, Class: 0.993539, Obj: 0.030231, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881811, Class: 0.991199, Obj: 0.270482, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636992, Class: 0.991761, Obj: 0.087835, No Obj: 0.000144, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627652, Class: 0.989686, Obj: 0.038931, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.683886, Class: 0.981822, Obj: 0.040525, No Obj: 0.000097, .5R: 0.750000, .75R: 0.375000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1188: 0.469958, 0.453618 avg loss, 0.001000 rate, 3.905666 seconds, 76032 images Loaded: 0.000080 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762226, Class: 0.998140, Obj: 0.287895, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.565811, Class: 0.997088, Obj: 0.091724, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818653, Class: 0.981200, Obj: 0.009359, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662493, Class: 0.993915, Obj: 0.154261, No Obj: 0.000098, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765802, Class: 0.995694, Obj: 0.068306, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770970, Class: 0.995818, Obj: 0.029239, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.616059, Class: 0.975255, Obj: 0.010757, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.718488, Class: 0.972582, Obj: 0.037146, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714469, Class: 0.994098, Obj: 0.161587, No Obj: 0.000120, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715401, Class: 0.948947, Obj: 0.124948, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.747759, Class: 0.997855, Obj: 0.215435, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575556, Class: 0.996963, Obj: 0.268665, No Obj: 0.000116, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.611242, Class: 0.992767, Obj: 0.092207, No Obj: 0.000122, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533003, Class: 0.964428, Obj: 0.001445, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1189: 0.349076, 0.443164 avg loss, 0.001000 rate, 3.906977 seconds, 76096 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710627, Class: 0.995315, Obj: 0.528559, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744441, Class: 0.981652, Obj: 0.075838, No Obj: 0.000117, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626466, Class: 0.952548, Obj: 0.009185, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.629660, Class: 0.977940, Obj: 0.088407, No Obj: 0.000060, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660454, Class: 0.996401, Obj: 0.042340, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597256, Class: 0.987346, Obj: 0.056804, No Obj: 0.000121, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837341, Class: 0.994803, Obj: 0.005339, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.651285, Class: 0.873904, Obj: 0.006120, No Obj: 0.000328, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.724101, Class: 0.969962, Obj: 0.233821, No Obj: 0.000268, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739965, Class: 0.992982, Obj: 0.226166, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522530, Class: 0.985741, Obj: 0.186017, No Obj: 0.000074, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722429, Class: 0.996155, Obj: 0.244385, No Obj: 0.000094, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1190: 0.379635, 0.436811 avg loss, 0.001000 rate, 3.898251 seconds, 76160 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620161, Class: 0.989236, Obj: 0.043550, No Obj: 0.000093, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548909, Class: 0.982321, Obj: 0.030420, No Obj: 0.000090, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844781, Class: 0.996061, Obj: 0.361791, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592491, Class: 0.912552, Obj: 0.059724, No Obj: 0.000121, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774720, Class: 0.994954, Obj: 0.158683, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.415815, Class: 0.996397, Obj: 0.782654, No Obj: 0.000312, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779800, Class: 0.995258, Obj: 0.012500, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685918, Class: 0.990305, Obj: 0.083416, No Obj: 0.000085, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597550, Class: 0.992326, Obj: 0.051001, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706526, Class: 0.954197, Obj: 0.114630, No Obj: 0.000225, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.658219, Class: 0.984443, Obj: 0.014749, No Obj: 0.000092, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1191: 0.587029, 0.451833 avg loss, 0.001000 rate, 3.904579 seconds, 76224 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.626379, Class: 0.973334, Obj: 0.002695, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.592845, Class: 0.989948, Obj: 0.008840, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597593, Class: 0.990138, Obj: 0.016428, No Obj: 0.000062, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.490044, Class: 0.974762, Obj: 0.072945, No Obj: 0.000103, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.454826, Class: 0.975792, Obj: 0.014505, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651129, Class: 0.990766, Obj: 0.029542, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686257, Class: 0.986783, Obj: 0.191984, No Obj: 0.000112, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.482004, Class: 0.990656, Obj: 0.010685, No Obj: 0.000067, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692018, Class: 0.991136, Obj: 0.027169, No Obj: 0.000075, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849981, Class: 0.922274, Obj: 0.007797, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618574, Class: 0.992610, Obj: 0.136655, No Obj: 0.000047, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741010, Class: 0.939589, Obj: 0.047753, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.709390, Class: 0.987898, Obj: 0.049520, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564631, Class: 0.966353, Obj: 0.160648, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664159, Class: 0.994204, Obj: 0.179198, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578534, Class: 0.990691, Obj: 0.033207, No Obj: 0.000042, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1192: 0.622442, 0.468894 avg loss, 0.001000 rate, 3.902836 seconds, 76288 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837250, Class: 0.996909, Obj: 0.243866, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693900, Class: 0.967660, Obj: 0.030355, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643026, Class: 0.992975, Obj: 0.121674, No Obj: 0.000099, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625282, Class: 0.991942, Obj: 0.050420, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.799752, Class: 0.994407, Obj: 0.080318, No Obj: 0.000094, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.696888, Class: 0.939933, Obj: 0.029217, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656477, Class: 0.991497, Obj: 0.018083, No Obj: 0.000059, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778906, Class: 0.999628, Obj: 0.113281, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650170, Class: 0.996210, Obj: 0.072121, No Obj: 0.000101, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427475, Class: 0.966063, Obj: 0.033346, No Obj: 0.000102, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668878, Class: 0.993540, Obj: 0.002765, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677240, Class: 0.994102, Obj: 0.046044, No Obj: 0.000023, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.606966, Class: 0.994880, Obj: 0.438554, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919565, Class: 0.997493, Obj: 0.340297, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777352, Class: 0.995059, Obj: 0.031364, No Obj: 0.000068, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1193: 0.434590, 0.465464 avg loss, 0.001000 rate, 3.907539 seconds, 76352 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.454693, Class: 0.997041, Obj: 0.013177, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805643, Class: 0.997352, Obj: 0.036068, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709704, Class: 0.994422, Obj: 0.315696, No Obj: 0.000177, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851075, Class: 0.997386, Obj: 0.081202, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.614590, Class: 0.972031, Obj: 0.144890, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.613849, Class: 0.788413, Obj: 0.042240, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671688, Class: 0.989749, Obj: 0.078739, No Obj: 0.000101, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.665865, Class: 0.990142, Obj: 0.180794, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766207, Class: 0.976532, Obj: 0.070478, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593328, Class: 0.981302, Obj: 0.065922, No Obj: 0.000152, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.561938, Class: 0.944319, Obj: 0.110162, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605965, Class: 0.992884, Obj: 0.068637, No Obj: 0.000082, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771337, Class: 0.987153, Obj: 0.065158, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684057, Class: 0.991254, Obj: 0.181022, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1194: 0.437046, 0.462622 avg loss, 0.001000 rate, 3.907172 seconds, 76416 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588859, Class: 0.995772, Obj: 0.021614, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694331, Class: 0.993872, Obj: 0.121553, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702780, Class: 0.991520, Obj: 0.089063, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618945, Class: 0.992912, Obj: 0.176501, No Obj: 0.000129, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.691376, Class: 0.987748, Obj: 0.166240, No Obj: 0.000157, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732184, Class: 0.968273, Obj: 0.298681, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734286, Class: 0.996857, Obj: 0.006552, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825533, Class: 0.998777, Obj: 0.120143, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661897, Class: 0.990369, Obj: 0.176087, No Obj: 0.000115, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686680, Class: 0.991767, Obj: 0.112436, No Obj: 0.000166, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636375, Class: 0.989174, Obj: 0.012250, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.601077, Class: 0.992340, Obj: 0.187543, No Obj: 0.000102, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642141, Class: 0.996417, Obj: 0.396211, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711774, Class: 0.994925, Obj: 0.222927, No Obj: 0.000167, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1195: 0.418231, 0.458183 avg loss, 0.001000 rate, 3.906333 seconds, 76480 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777814, Class: 0.984577, Obj: 0.245175, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683228, Class: 0.996030, Obj: 0.215126, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771124, Class: 0.968552, Obj: 0.392698, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731916, Class: 0.993498, Obj: 0.011766, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633160, Class: 0.989863, Obj: 0.080071, No Obj: 0.000117, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.499477, Class: 0.984034, Obj: 0.204286, No Obj: 0.000279, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825072, Class: 0.970579, Obj: 0.011415, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.387867, Class: 0.993144, Obj: 0.076756, No Obj: 0.000038, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718386, Class: 0.979278, Obj: 0.056157, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.638060, Class: 0.993475, Obj: 0.065998, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687066, Class: 0.993838, Obj: 0.070641, No Obj: 0.000101, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514706, Class: 0.984654, Obj: 0.014076, No Obj: 0.000080, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.751378, Class: 0.963196, Obj: 0.009502, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613148, Class: 0.992090, Obj: 0.110842, No Obj: 0.000070, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1196: 0.670378, 0.479402 avg loss, 0.001000 rate, 3.902921 seconds, 76544 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680308, Class: 0.993138, Obj: 0.206786, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557675, Class: 0.995349, Obj: 0.012328, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.577078, Class: 0.982778, Obj: 0.032083, No Obj: 0.000045, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831090, Class: 0.991239, Obj: 0.175464, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.648095, Class: 0.991559, Obj: 0.531460, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.640525, Class: 0.994714, Obj: 0.014157, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690551, Class: 0.992437, Obj: 0.062257, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850557, Class: 0.993985, Obj: 0.051708, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747183, Class: 0.988641, Obj: 0.007303, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.405301, Class: 0.994426, Obj: 0.672441, No Obj: 0.000375, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.594009, Class: 0.976835, Obj: 0.019870, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707285, Class: 0.987012, Obj: 0.048696, No Obj: 0.000079, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700118, Class: 0.994066, Obj: 0.107861, No Obj: 0.000087, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733495, Class: 0.987778, Obj: 0.018084, No Obj: 0.000038, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1197: 0.418471, 0.473309 avg loss, 0.001000 rate, 3.904598 seconds, 76608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573985, Class: 0.992205, Obj: 0.030523, No Obj: 0.000052, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693433, Class: 0.987746, Obj: 0.010539, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734313, Class: 0.991757, Obj: 0.027968, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778898, Class: 0.959737, Obj: 0.010677, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.632102, Class: 0.989070, Obj: 0.054666, No Obj: 0.000057, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629891, Class: 0.987933, Obj: 0.033824, No Obj: 0.000039, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625035, Class: 0.981032, Obj: 0.100746, No Obj: 0.000177, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.619391, Class: 0.994543, Obj: 0.087740, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662844, Class: 0.974725, Obj: 0.058702, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.691774, Class: 0.993222, Obj: 0.015610, No Obj: 0.000030, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711347, Class: 0.995223, Obj: 0.180271, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.719453, Class: 0.995346, Obj: 0.047227, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640917, Class: 0.994048, Obj: 0.026770, No Obj: 0.000035, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1198: 0.471162, 0.473094 avg loss, 0.001000 rate, 3.902063 seconds, 76672 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650574, Class: 0.977659, Obj: 0.156948, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666671, Class: 0.990911, Obj: 0.011822, No Obj: 0.000052, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808613, Class: 0.984500, Obj: 0.013807, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677928, Class: 0.996037, Obj: 0.293957, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638820, Class: 0.994557, Obj: 0.064470, No Obj: 0.000069, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.486650, Class: 0.956065, Obj: 0.729377, No Obj: 0.000497, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719495, Class: 0.994050, Obj: 0.056864, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644405, Class: 0.977541, Obj: 0.000986, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535906, Class: 0.991283, Obj: 0.041257, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.790742, Class: 0.985219, Obj: 0.105127, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815396, Class: 0.984988, Obj: 0.440710, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.566293, Class: 0.991991, Obj: 0.164416, No Obj: 0.000051, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718894, Class: 0.996179, Obj: 0.043178, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550010, Class: 0.995359, Obj: 0.097430, No Obj: 0.000059, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1199: 0.411432, 0.466928 avg loss, 0.001000 rate, 3.902383 seconds, 76736 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772194, Class: 0.986788, Obj: 0.228626, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644152, Class: 0.995920, Obj: 0.178699, No Obj: 0.000087, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.723422, Class: 0.992865, Obj: 0.685107, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688844, Class: 0.993619, Obj: 0.163765, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716268, Class: 0.995379, Obj: 0.010890, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726507, Class: 0.992821, Obj: 0.066179, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692653, Class: 0.992458, Obj: 0.055563, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.747927, Class: 0.993208, Obj: 0.719208, No Obj: 0.000391, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619488, Class: 0.990974, Obj: 0.020371, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712931, Class: 0.978712, Obj: 0.087839, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729775, Class: 0.991259, Obj: 0.009513, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.620317, Class: 0.876023, Obj: 0.074579, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.703402, Class: 0.982514, Obj: 0.026345, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.559526, Class: 0.954589, Obj: 0.004647, No Obj: 0.000036, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713659, Class: 0.994820, Obj: 0.027151, No Obj: 0.000063, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1200: 0.408434, 0.461079 avg loss, 0.001000 rate, 3.909095 seconds, 76800 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891953, Class: 0.998220, Obj: 0.521650, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650267, Class: 0.983878, Obj: 0.084113, No Obj: 0.000100, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.692077, Class: 0.991264, Obj: 0.051418, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705766, Class: 0.990930, Obj: 0.041779, No Obj: 0.000071, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.643859, Class: 0.907283, Obj: 0.002035, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.521656, Class: 0.985396, Obj: 0.077361, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.745290, Class: 0.969593, Obj: 0.096369, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648959, Class: 0.983486, Obj: 0.065838, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770498, Class: 0.988970, Obj: 0.142877, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748579, Class: 0.990703, Obj: 0.053094, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.568822, Class: 0.991748, Obj: 0.002673, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639691, Class: 0.998964, Obj: 0.186469, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663049, Class: 0.992646, Obj: 0.066666, No Obj: 0.000083, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611777, Class: 0.991429, Obj: 0.089769, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.768510, Class: 0.994774, Obj: 0.059976, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769125, Class: 0.996581, Obj: 0.381074, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686428, Class: 0.948832, Obj: 0.043285, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1201: 0.447364, 0.459707 avg loss, 0.001000 rate, 3.687613 seconds, 76864 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844754, Class: 0.983423, Obj: 0.025763, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888312, Class: 0.998192, Obj: 0.092515, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691357, Class: 0.987101, Obj: 0.167819, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755708, Class: 0.953371, Obj: 0.274365, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.783012, Class: 0.994284, Obj: 0.093816, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636741, Class: 0.983038, Obj: 0.015259, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669092, Class: 0.989380, Obj: 0.023254, No Obj: 0.000103, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.765760, Class: 0.743481, Obj: 0.030340, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.643507, Class: 0.995318, Obj: 0.124217, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652510, Class: 0.981506, Obj: 0.142944, No Obj: 0.000095, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888867, Class: 0.977673, Obj: 0.028523, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756200, Class: 0.993930, Obj: 0.078280, No Obj: 0.000144, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722469, Class: 0.991278, Obj: 0.060131, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921131, Class: 0.994627, Obj: 0.188056, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722632, Class: 0.989595, Obj: 0.068958, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1202: 0.468584, 0.460595 avg loss, 0.001000 rate, 3.902374 seconds, 76928 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.710932, Class: 0.813825, Obj: 0.005404, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754721, Class: 0.995827, Obj: 0.035743, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.512082, Class: 0.987153, Obj: 0.027934, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.656226, Class: 0.994961, Obj: 0.233929, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719635, Class: 0.992727, Obj: 0.165020, No Obj: 0.000152, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587934, Class: 0.992009, Obj: 0.097026, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.785551, Class: 0.985368, Obj: 0.656904, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.732880, Class: 0.995487, Obj: 0.069971, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.627785, Class: 0.977902, Obj: 0.010842, No Obj: 0.000069, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.533403, Class: 0.933314, Obj: 0.382434, No Obj: 0.000588, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.802069, Class: 0.995628, Obj: 0.034762, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681334, Class: 0.993995, Obj: 0.113340, No Obj: 0.000106, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628601, Class: 0.992047, Obj: 0.087497, No Obj: 0.000128, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771336, Class: 0.987913, Obj: 0.217741, No Obj: 0.000239, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.649306, Class: 0.988020, Obj: 0.055668, No Obj: 0.000132, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657139, Class: 0.986029, Obj: 0.017320, No Obj: 0.000088, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1203: 0.473200, 0.461855 avg loss, 0.001000 rate, 3.915599 seconds, 76992 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750665, Class: 0.996971, Obj: 0.330526, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654782, Class: 0.985275, Obj: 0.017280, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894537, Class: 0.998466, Obj: 0.138718, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713565, Class: 0.995696, Obj: 0.133330, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691340, Class: 0.977578, Obj: 0.015128, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.818991, Class: 0.998371, Obj: 0.273319, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649060, Class: 0.985227, Obj: 0.072097, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.624880, Class: 0.995582, Obj: 0.146517, No Obj: 0.000102, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782939, Class: 0.984254, Obj: 0.158496, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706235, Class: 0.986476, Obj: 0.066340, No Obj: 0.000091, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793607, Class: 0.991288, Obj: 0.328748, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761036, Class: 0.997509, Obj: 0.226460, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.479799, Class: 0.872832, Obj: 0.007557, No Obj: 0.000078, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.625283, Class: 0.952530, Obj: 0.004715, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.681460, Class: 0.986993, Obj: 0.062922, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.727452, Class: 0.890108, Obj: 0.030460, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685104, Class: 0.977595, Obj: 0.058035, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1204: 0.451892, 0.460859 avg loss, 0.001000 rate, 3.891752 seconds, 77056 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755486, Class: 0.999217, Obj: 0.339433, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.799892, Class: 0.995055, Obj: 0.208633, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768924, Class: 0.973068, Obj: 0.361653, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679654, Class: 0.992324, Obj: 0.053675, No Obj: 0.000098, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805941, Class: 0.999383, Obj: 0.372854, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649332, Class: 0.991563, Obj: 0.095674, No Obj: 0.000116, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.496980, Class: 0.934493, Obj: 0.333777, No Obj: 0.000511, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740591, Class: 0.988019, Obj: 0.015331, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713228, Class: 0.992900, Obj: 0.150827, No Obj: 0.000132, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643949, Class: 0.974337, Obj: 0.006926, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644106, Class: 0.998149, Obj: 0.292584, No Obj: 0.000077, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598207, Class: 0.976817, Obj: 0.098516, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799070, Class: 0.993830, Obj: 0.132602, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.600637, Class: 0.939915, Obj: 0.106386, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.778717, Class: 0.971541, Obj: 0.011951, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590840, Class: 0.987508, Obj: 0.135698, No Obj: 0.000093, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1205: 0.396355, 0.454409 avg loss, 0.001000 rate, 3.905058 seconds, 77120 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695672, Class: 0.973826, Obj: 0.037705, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623615, Class: 0.992295, Obj: 0.070982, No Obj: 0.000128, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751586, Class: 0.950666, Obj: 0.012939, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636144, Class: 0.988361, Obj: 0.002965, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758879, Class: 0.997635, Obj: 0.210288, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699412, Class: 0.994294, Obj: 0.154394, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796702, Class: 0.998940, Obj: 0.610906, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.459394, Class: 0.991837, Obj: 0.005019, No Obj: 0.000052, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674063, Class: 0.993913, Obj: 0.205808, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796039, Class: 0.993936, Obj: 0.117478, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500595, Class: 0.996607, Obj: 0.017255, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.684703, Class: 0.994696, Obj: 0.255144, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602286, Class: 0.992518, Obj: 0.000306, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731311, Class: 0.986826, Obj: 0.311207, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679924, Class: 0.994318, Obj: 0.134502, No Obj: 0.000126, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1206: 0.356865, 0.444654 avg loss, 0.001000 rate, 3.906321 seconds, 77184 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774497, Class: 0.997827, Obj: 0.286466, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645664, Class: 0.995970, Obj: 0.080536, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.628920, Class: 0.929819, Obj: 0.048343, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823300, Class: 0.986444, Obj: 0.268446, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720159, Class: 0.973505, Obj: 0.025278, No Obj: 0.000071, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708258, Class: 0.991382, Obj: 0.251205, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753774, Class: 0.988206, Obj: 0.065863, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795433, Class: 0.999245, Obj: 0.288292, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730258, Class: 0.995093, Obj: 0.050584, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656615, Class: 0.984722, Obj: 0.324303, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.580625, Class: 0.963363, Obj: 0.002659, No Obj: 0.000032, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.681189, Class: 0.937377, Obj: 0.000271, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.755822, Class: 0.957815, Obj: 0.008893, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770883, Class: 0.994917, Obj: 0.033634, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695328, Class: 0.991380, Obj: 0.036534, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.630429, Class: 0.991612, Obj: 0.009551, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.539905, Class: 0.967401, Obj: 0.006193, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700180, Class: 0.975066, Obj: 0.013981, No Obj: 0.000151, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.582394, Class: 0.994614, Obj: 0.139538, No Obj: 0.000104, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1207: 0.626826, 0.462871 avg loss, 0.001000 rate, 3.901200 seconds, 77248 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789036, Class: 0.931400, Obj: 0.154853, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.710024, Class: 0.985725, Obj: 0.016136, No Obj: 0.000110, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660300, Class: 0.996912, Obj: 0.166133, No Obj: 0.000113, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.656919, Class: 0.945954, Obj: 0.035484, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642889, Class: 0.995838, Obj: 0.205228, No Obj: 0.000120, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649735, Class: 0.992853, Obj: 0.076896, No Obj: 0.000100, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664443, Class: 0.998439, Obj: 0.242562, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527413, Class: 0.981623, Obj: 0.053308, No Obj: 0.000108, .5R: 0.500000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847077, Class: 0.991345, Obj: 0.279224, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.510764, Class: 0.995928, Obj: 0.084501, No Obj: 0.000066, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633769, Class: 0.987547, Obj: 0.037421, No Obj: 0.000155, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.732285, Class: 0.993015, Obj: 0.011561, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.617618, Class: 0.997163, Obj: 0.772944, No Obj: 0.000356, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.558460, Class: 0.990861, Obj: 0.004754, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723924, Class: 0.994525, Obj: 0.266593, No Obj: 0.000147, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1208: 0.683686, 0.484953 avg loss, 0.001000 rate, 3.909212 seconds, 77312 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661363, Class: 0.990575, Obj: 0.398827, No Obj: 0.000122, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.624648, Class: 0.915933, Obj: 0.787625, No Obj: 0.000656, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609419, Class: 0.994736, Obj: 0.024072, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859573, Class: 0.979859, Obj: 0.576754, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586799, Class: 0.992509, Obj: 0.142116, No Obj: 0.000113, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622751, Class: 0.991707, Obj: 0.069714, No Obj: 0.000085, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.590651, Class: 0.959346, Obj: 0.005451, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.933116, Class: 0.956707, Obj: 0.024705, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.491269, Class: 0.989349, Obj: 0.303996, No Obj: 0.000121, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802152, Class: 0.997432, Obj: 0.150114, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.573922, Class: 0.985987, Obj: 0.109865, No Obj: 0.000068, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749931, Class: 0.999443, Obj: 0.379639, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447603, Class: 0.998561, Obj: 0.079192, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711875, Class: 0.999545, Obj: 0.196856, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767513, Class: 0.997543, Obj: 0.150100, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1209: 0.410517, 0.477509 avg loss, 0.001000 rate, 3.897808 seconds, 77376 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532842, Class: 0.991849, Obj: 0.346538, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603314, Class: 0.984623, Obj: 0.070470, No Obj: 0.000086, .5R: 0.875000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597440, Class: 0.995218, Obj: 0.081886, No Obj: 0.000085, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.646507, Class: 0.990998, Obj: 0.119963, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.723153, Class: 0.996266, Obj: 0.145529, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704548, Class: 0.992471, Obj: 0.089296, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889467, Class: 0.979916, Obj: 0.020681, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692329, Class: 0.982216, Obj: 0.029258, No Obj: 0.000085, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666451, Class: 0.989515, Obj: 0.071894, No Obj: 0.000070, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627213, Class: 0.991881, Obj: 0.037959, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688825, Class: 0.982380, Obj: 0.122781, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.707253, Class: 0.992129, Obj: 0.044236, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709536, Class: 0.992997, Obj: 0.276130, No Obj: 0.000234, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.646789, Class: 0.984322, Obj: 0.060497, No Obj: 0.000067, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1210: 0.598937, 0.489652 avg loss, 0.001000 rate, 3.925465 seconds, 77440 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667393, Class: 0.993289, Obj: 0.144356, No Obj: 0.000098, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.544244, Class: 0.986761, Obj: 0.251277, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.733398, Class: 0.988667, Obj: 0.068164, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780564, Class: 0.995038, Obj: 0.002076, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478656, Class: 0.930040, Obj: 0.000395, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676895, Class: 0.993683, Obj: 0.053162, No Obj: 0.000065, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831886, Class: 0.992409, Obj: 0.061736, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.557206, Class: 0.994695, Obj: 0.136786, No Obj: 0.000086, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676396, Class: 0.992943, Obj: 0.045439, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.536490, Class: 0.993139, Obj: 0.071517, No Obj: 0.000092, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746495, Class: 0.988495, Obj: 0.652905, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.280403, Class: 0.992577, Obj: 0.032817, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.690772, Class: 0.741614, Obj: 0.000943, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.316220, Class: 0.915736, Obj: 0.000394, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649397, Class: 0.985410, Obj: 0.142360, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593096, Class: 0.993030, Obj: 0.065653, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1211: 0.420746, 0.482761 avg loss, 0.001000 rate, 3.911604 seconds, 77504 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660607, Class: 0.984000, Obj: 0.010770, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777295, Class: 0.994486, Obj: 0.102671, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.559964, Class: 0.994867, Obj: 0.206507, No Obj: 0.000105, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839973, Class: 0.998604, Obj: 0.183342, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709720, Class: 0.984814, Obj: 0.004766, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597485, Class: 0.993395, Obj: 0.083042, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.512594, Class: 0.990253, Obj: 0.200777, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.520128, Class: 0.984619, Obj: 0.076675, No Obj: 0.000072, .5R: 0.428571, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686533, Class: 0.968739, Obj: 0.211511, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.585609, Class: 0.992946, Obj: 0.058286, No Obj: 0.000125, .5R: 0.888889, .75R: 0.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378098, Class: 0.997250, Obj: 0.122008, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598236, Class: 0.984827, Obj: 0.090068, No Obj: 0.000109, .5R: 0.750000, .75R: 0.250000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1212: 0.564564, 0.490942 avg loss, 0.001000 rate, 3.920623 seconds, 77568 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.701128, Class: 0.953850, Obj: 0.253158, No Obj: 0.000374, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611472, Class: 0.990676, Obj: 0.153316, No Obj: 0.000105, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772058, Class: 0.993926, Obj: 0.140566, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.511190, Class: 0.994982, Obj: 0.098565, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817065, Class: 0.995616, Obj: 0.242542, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674652, Class: 0.992999, Obj: 0.146691, No Obj: 0.000108, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661874, Class: 0.994568, Obj: 0.092747, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600591, Class: 0.993354, Obj: 0.014333, No Obj: 0.000064, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.514826, Class: 0.964075, Obj: 0.015583, No Obj: 0.000325, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775977, Class: 0.997610, Obj: 0.197534, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.647579, Class: 0.988799, Obj: 0.114080, No Obj: 0.000117, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676724, Class: 0.987498, Obj: 0.074405, No Obj: 0.000089, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.799305, Class: 0.991566, Obj: 0.219332, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.771219, Class: 0.993439, Obj: 0.039293, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.640819, Class: 0.992500, Obj: 0.025659, No Obj: 0.000095, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1213: 0.583022, 0.500150 avg loss, 0.001000 rate, 3.913672 seconds, 77632 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500695, Class: 0.982265, Obj: 0.010163, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650258, Class: 0.986802, Obj: 0.033170, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.774393, Class: 0.817216, Obj: 0.108308, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726189, Class: 0.978822, Obj: 0.093147, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681758, Class: 0.998286, Obj: 0.069095, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.667232, Class: 0.988678, Obj: 0.062619, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.465127, Class: 0.999065, Obj: 0.305293, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652775, Class: 0.991392, Obj: 0.082731, No Obj: 0.000071, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.547276, Class: 0.960284, Obj: 0.006199, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658527, Class: 0.989991, Obj: 0.047238, No Obj: 0.000061, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613537, Class: 0.991730, Obj: 0.077996, No Obj: 0.000094, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697631, Class: 0.994748, Obj: 0.132591, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1214: 0.453590, 0.495494 avg loss, 0.001000 rate, 3.921685 seconds, 77696 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677442, Class: 0.989409, Obj: 0.047927, No Obj: 0.000051, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673250, Class: 0.985811, Obj: 0.227332, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.737088, Class: 0.993516, Obj: 0.274163, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855095, Class: 0.991999, Obj: 0.220241, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728071, Class: 0.991770, Obj: 0.037177, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755777, Class: 0.996631, Obj: 0.201759, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632035, Class: 0.990295, Obj: 0.056361, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490965, Class: 0.980068, Obj: 0.006204, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570458, Class: 0.985056, Obj: 0.020290, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623033, Class: 0.990182, Obj: 0.016950, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.416837, Class: 0.978591, Obj: 0.004921, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785945, Class: 0.982217, Obj: 0.224472, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656049, Class: 0.992765, Obj: 0.032691, No Obj: 0.000067, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726542, Class: 0.992990, Obj: 0.059256, No Obj: 0.000069, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1215: 0.451611, 0.491106 avg loss, 0.001000 rate, 3.928500 seconds, 77760 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590843, Class: 0.982997, Obj: 0.190665, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.701784, Class: 0.993076, Obj: 0.019403, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704427, Class: 0.983338, Obj: 0.031304, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.603025, Class: 0.983163, Obj: 0.071723, No Obj: 0.000084, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604809, Class: 0.992734, Obj: 0.086178, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607274, Class: 0.994322, Obj: 0.067590, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.655346, Class: 0.975278, Obj: 0.034653, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.554060, Class: 0.968799, Obj: 0.025142, No Obj: 0.000206, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.592350, Class: 0.993382, Obj: 0.235198, No Obj: 0.000083, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624087, Class: 0.991866, Obj: 0.059503, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.575044, Class: 0.985240, Obj: 0.082597, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856786, Class: 0.983511, Obj: 0.011183, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647769, Class: 0.976723, Obj: 0.074663, No Obj: 0.000087, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673818, Class: 0.990705, Obj: 0.070114, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1216: 0.553334, 0.497328 avg loss, 0.001000 rate, 3.931506 seconds, 77824 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614663, Class: 0.979330, Obj: 0.337630, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.636730, Class: 0.989135, Obj: 0.082347, No Obj: 0.000127, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.756605, Class: 0.951980, Obj: 0.102323, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575544, Class: 0.985693, Obj: 0.067974, No Obj: 0.000052, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704864, Class: 0.980197, Obj: 0.110587, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661780, Class: 0.974415, Obj: 0.134364, No Obj: 0.000139, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675221, Class: 0.965951, Obj: 0.000443, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772050, Class: 0.993293, Obj: 0.011717, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580575, Class: 0.940882, Obj: 0.002765, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635347, Class: 0.985405, Obj: 0.073289, No Obj: 0.000083, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738147, Class: 0.842790, Obj: 0.000042, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674084, Class: 0.991822, Obj: 0.043900, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705600, Class: 0.982803, Obj: 0.035728, No Obj: 0.000079, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841141, Class: 0.982350, Obj: 0.001487, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829392, Class: 0.995813, Obj: 0.140984, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1217: 0.539763, 0.501572 avg loss, 0.001000 rate, 3.913694 seconds, 77888 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.481551, Class: 0.972043, Obj: 0.005426, No Obj: 0.000190, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729490, Class: 0.982782, Obj: 0.043196, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.694969, Class: 0.933174, Obj: 0.216177, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644284, Class: 0.975465, Obj: 0.307186, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.565810, Class: 0.985910, Obj: 0.027246, No Obj: 0.000074, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500856, Class: 0.922747, Obj: 0.001258, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622561, Class: 0.978332, Obj: 0.108255, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740425, Class: 0.998952, Obj: 0.272520, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755022, Class: 0.992942, Obj: 0.111641, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683762, Class: 0.986394, Obj: 0.124934, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701335, Class: 0.992461, Obj: 0.109339, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630551, Class: 0.984939, Obj: 0.010842, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.633526, Class: 0.990038, Obj: 0.056457, No Obj: 0.000094, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590235, Class: 0.985788, Obj: 0.053868, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733624, Class: 0.994170, Obj: 0.154619, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.552813, Class: 0.991861, Obj: 0.037312, No Obj: 0.000074, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1218: 0.524741, 0.503889 avg loss, 0.001000 rate, 3.924559 seconds, 77952 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.331800, Class: 0.858583, Obj: 0.062614, No Obj: 0.000335, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689086, Class: 0.917495, Obj: 0.003626, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742167, Class: 0.989714, Obj: 0.205140, No Obj: 0.000133, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729437, Class: 0.969484, Obj: 0.019925, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704691, Class: 0.997268, Obj: 0.104943, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.649064, Class: 0.973675, Obj: 0.005749, No Obj: 0.000288, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633528, Class: 0.981568, Obj: 0.081981, No Obj: 0.000122, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702889, Class: 0.974081, Obj: 0.260049, No Obj: 0.000123, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.436393, Class: 0.994288, Obj: 0.447164, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753113, Class: 0.989113, Obj: 0.587213, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730685, Class: 0.990516, Obj: 0.137216, No Obj: 0.000142, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.692423, Class: 0.956406, Obj: 0.654960, No Obj: 0.000516, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.687595, Class: 0.982346, Obj: 0.201548, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651046, Class: 0.990740, Obj: 0.020802, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.815069, Class: 0.907817, Obj: 0.049202, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.746691, Class: 0.948053, Obj: 0.006542, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.691356, Class: 0.992603, Obj: 0.073509, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944818, Class: 0.976717, Obj: 0.030135, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601097, Class: 0.990071, Obj: 0.099941, No Obj: 0.000098, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1219: 0.456146, 0.499114 avg loss, 0.001000 rate, 3.928066 seconds, 78016 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.765669, Class: 0.986858, Obj: 0.150389, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.727746, Class: 0.999123, Obj: 0.003427, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629209, Class: 0.991317, Obj: 0.091784, No Obj: 0.000130, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.711304, Class: 0.754738, Obj: 0.026942, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781323, Class: 0.992759, Obj: 0.033088, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635251, Class: 0.994339, Obj: 0.106604, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699249, Class: 0.982782, Obj: 0.190759, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.536340, Class: 0.980518, Obj: 0.005081, No Obj: 0.000095, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.612911, Class: 0.935604, Obj: 0.138685, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742962, Class: 0.991637, Obj: 0.104909, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.645228, Class: 0.986615, Obj: 0.026808, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.676066, Class: 0.976269, Obj: 0.017142, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.649458, Class: 0.940402, Obj: 0.012167, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.942922, Class: 0.986639, Obj: 0.040601, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.650800, Class: 0.978668, Obj: 0.114558, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675117, Class: 0.984684, Obj: 0.068497, No Obj: 0.000110, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766611, Class: 0.989850, Obj: 0.472003, No Obj: 0.000237, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.749696, Class: 0.995241, Obj: 0.029391, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1220: 0.477218, 0.496925 avg loss, 0.001000 rate, 3.928687 seconds, 78080 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.560185, Class: 0.974182, Obj: 0.009306, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753367, Class: 0.992098, Obj: 0.031801, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726040, Class: 0.962696, Obj: 0.201056, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591873, Class: 0.994468, Obj: 0.056775, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714570, Class: 0.972425, Obj: 0.224527, No Obj: 0.000182, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.859726, Class: 0.991696, Obj: 0.016587, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697259, Class: 0.981671, Obj: 0.263912, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.470416, Class: 0.979794, Obj: 0.008562, No Obj: 0.000054, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646340, Class: 0.991007, Obj: 0.150525, No Obj: 0.000154, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625901, Class: 0.986757, Obj: 0.363322, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624322, Class: 0.992679, Obj: 0.048470, No Obj: 0.000094, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684497, Class: 0.998812, Obj: 0.178895, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761353, Class: 0.988392, Obj: 0.085318, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436335, Class: 0.992338, Obj: 0.041421, No Obj: 0.000090, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1221: 0.493693, 0.496602 avg loss, 0.001000 rate, 3.927585 seconds, 78144 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681897, Class: 0.968430, Obj: 0.062494, No Obj: 0.000106, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.745516, Class: 0.992664, Obj: 0.155996, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551730, Class: 0.989963, Obj: 0.087452, No Obj: 0.000121, .5R: 0.545455, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603599, Class: 0.995808, Obj: 0.006489, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524558, Class: 0.993167, Obj: 0.027421, No Obj: 0.000064, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585647, Class: 0.982693, Obj: 0.069630, No Obj: 0.000084, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736187, Class: 0.927660, Obj: 0.142954, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.594941, Class: 0.983557, Obj: 0.031752, No Obj: 0.000092, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623545, Class: 0.988929, Obj: 0.115482, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800353, Class: 0.992242, Obj: 0.177757, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.522127, Class: 0.983632, Obj: 0.147013, No Obj: 0.000257, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.631871, Class: 0.999034, Obj: 0.034429, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.521361, Class: 0.996225, Obj: 0.128465, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627669, Class: 0.998481, Obj: 0.060908, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.447609, Class: 0.982318, Obj: 0.021482, No Obj: 0.000087, .5R: 0.200000, .75R: 0.000000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1222: 0.623905, 0.509332 avg loss, 0.001000 rate, 3.926634 seconds, 78208 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858521, Class: 0.894811, Obj: 0.000776, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690436, Class: 0.993796, Obj: 0.180897, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.685915, Class: 0.988546, Obj: 0.230217, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.496377, Class: 0.996461, Obj: 0.156540, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.695134, Class: 0.992874, Obj: 0.104529, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742927, Class: 0.996211, Obj: 0.224013, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679939, Class: 0.987669, Obj: 0.144222, No Obj: 0.000114, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.694422, Class: 0.995789, Obj: 0.821511, No Obj: 0.000446, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.676899, Class: 0.950923, Obj: 0.002891, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694203, Class: 0.975259, Obj: 0.205080, No Obj: 0.000126, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873121, Class: 0.970321, Obj: 0.081048, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613268, Class: 0.993658, Obj: 0.056194, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691135, Class: 0.970701, Obj: 0.021247, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.613764, Class: 0.972291, Obj: 0.057111, No Obj: 0.000047, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532010, Class: 0.974306, Obj: 0.061203, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.705552, Class: 0.989396, Obj: 0.103649, No Obj: 0.000081, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784989, Class: 0.990939, Obj: 0.240420, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676135, Class: 0.993807, Obj: 0.170540, No Obj: 0.000102, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1223: 0.582095, 0.516608 avg loss, 0.001000 rate, 3.925713 seconds, 78272 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902345, Class: 0.967726, Obj: 0.215409, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704399, Class: 0.987631, Obj: 0.151031, No Obj: 0.000114, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662309, Class: 0.992448, Obj: 0.020597, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724069, Class: 0.986667, Obj: 0.038721, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699164, Class: 0.946981, Obj: 0.024085, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.600838, Class: 0.979023, Obj: 0.046112, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606248, Class: 0.994865, Obj: 0.187518, No Obj: 0.000100, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596515, Class: 0.991025, Obj: 0.298990, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711468, Class: 0.995501, Obj: 0.084915, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850818, Class: 0.994048, Obj: 0.275522, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.655367, Class: 0.978068, Obj: 0.022019, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.724115, Class: 0.985226, Obj: 0.603079, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.581351, Class: 0.954162, Obj: 0.002451, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.661184, Class: 0.986497, Obj: 0.050633, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1224: 0.466448, 0.511592 avg loss, 0.001000 rate, 3.935287 seconds, 78336 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714273, Class: 0.992917, Obj: 0.493373, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722234, Class: 0.996964, Obj: 0.226240, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489355, Class: 0.993424, Obj: 0.091384, No Obj: 0.000181, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746945, Class: 0.995366, Obj: 0.041041, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696339, Class: 0.994451, Obj: 0.068020, No Obj: 0.000064, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827132, Class: 0.984208, Obj: 0.326978, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.581625, Class: 0.987542, Obj: 0.054417, No Obj: 0.000075, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535162, Class: 0.984323, Obj: 0.017018, No Obj: 0.000026, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733714, Class: 0.989661, Obj: 0.090397, No Obj: 0.000062, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717365, Class: 0.986920, Obj: 0.268267, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.415935, Class: 0.982964, Obj: 0.014757, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865218, Class: 0.970040, Obj: 0.105065, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761218, Class: 0.993527, Obj: 0.233684, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1225: 0.447038, 0.505137 avg loss, 0.001000 rate, 3.933708 seconds, 78400 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.645644, Class: 0.993161, Obj: 0.161509, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.617013, Class: 0.998106, Obj: 0.089376, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.625550, Class: 0.981144, Obj: 0.042840, No Obj: 0.000080, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.717672, Class: 0.972221, Obj: 0.116188, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.939699, Class: 0.998307, Obj: 0.024999, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618103, Class: 0.984393, Obj: 0.030228, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.885375, Class: 0.998712, Obj: 0.235000, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.601755, Class: 0.926445, Obj: 0.002763, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.637247, Class: 0.981169, Obj: 0.305041, No Obj: 0.000340, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.533426, Class: 0.977716, Obj: 0.036869, No Obj: 0.000050, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.552927, Class: 0.910201, Obj: 0.017495, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.693162, Class: 0.995951, Obj: 0.203003, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685077, Class: 0.990587, Obj: 0.102746, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692083, Class: 0.924977, Obj: 0.000252, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.577773, Class: 0.968541, Obj: 0.010887, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702703, Class: 0.988076, Obj: 0.055472, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746035, Class: 0.988714, Obj: 0.169386, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1226: 0.360056, 0.490629 avg loss, 0.001000 rate, 3.929203 seconds, 78464 images Loaded: 0.000079 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854268, Class: 0.985819, Obj: 0.523398, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.571249, Class: 0.989800, Obj: 0.036141, No Obj: 0.000098, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617886, Class: 0.988713, Obj: 0.050730, No Obj: 0.000104, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707397, Class: 0.972361, Obj: 0.084057, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641149, Class: 0.990459, Obj: 0.053904, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608601, Class: 0.983346, Obj: 0.003217, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612651, Class: 0.983297, Obj: 0.031758, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860368, Class: 0.988091, Obj: 0.184263, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657679, Class: 0.981147, Obj: 0.036916, No Obj: 0.000060, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729109, Class: 0.999428, Obj: 0.450777, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.845945, Class: 0.980431, Obj: 0.001562, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.675921, Class: 0.989861, Obj: 0.705551, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.592762, Class: 0.951173, Obj: 0.014370, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.520300, Class: 0.990032, Obj: 0.117629, No Obj: 0.000078, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593449, Class: 0.990493, Obj: 0.063479, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1227: 0.503685, 0.491934 avg loss, 0.001000 rate, 3.935444 seconds, 78528 images Loaded: 0.000072 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609925, Class: 0.996103, Obj: 0.164182, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.706049, Class: 0.996292, Obj: 0.342416, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504911, Class: 0.922652, Obj: 0.000325, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698849, Class: 0.991779, Obj: 0.013791, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670812, Class: 0.988116, Obj: 0.047196, No Obj: 0.000079, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678575, Class: 0.992688, Obj: 0.229652, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709300, Class: 0.989554, Obj: 0.040381, No Obj: 0.000120, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560826, Class: 0.998579, Obj: 0.079365, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655371, Class: 0.991473, Obj: 0.133747, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738763, Class: 0.998161, Obj: 0.132018, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.477093, Class: 0.995314, Obj: 0.122143, No Obj: 0.000080, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857340, Class: 0.989516, Obj: 0.003640, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1228: 0.333971, 0.476138 avg loss, 0.001000 rate, 3.931899 seconds, 78592 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616246, Class: 0.979068, Obj: 0.011136, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.644685, Class: 0.977544, Obj: 0.012776, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725728, Class: 0.989529, Obj: 0.545894, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.480365, Class: 0.988013, Obj: 0.082816, No Obj: 0.000068, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727596, Class: 0.966736, Obj: 0.111488, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644485, Class: 0.983920, Obj: 0.096518, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637596, Class: 0.988105, Obj: 0.103170, No Obj: 0.000080, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601447, Class: 0.998911, Obj: 0.129256, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629034, Class: 0.983790, Obj: 0.066007, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838274, Class: 0.999074, Obj: 0.478618, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.596713, Class: 0.995193, Obj: 0.055726, No Obj: 0.000065, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804552, Class: 0.972962, Obj: 0.022978, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663986, Class: 0.990905, Obj: 0.057946, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.747148, Class: 0.997374, Obj: 0.718900, No Obj: 0.000288, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554983, Class: 0.985075, Obj: 0.095782, No Obj: 0.000097, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1229: 0.465741, 0.475098 avg loss, 0.001000 rate, 3.934260 seconds, 78656 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732139, Class: 0.992094, Obj: 0.023293, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628984, Class: 0.995336, Obj: 0.034473, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643235, Class: 0.996765, Obj: 0.103052, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621211, Class: 0.990695, Obj: 0.119474, No Obj: 0.000113, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669897, Class: 0.988248, Obj: 0.050391, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.623786, Class: 0.984817, Obj: 0.148084, No Obj: 0.000081, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469212, Class: 0.989095, Obj: 0.005491, No Obj: 0.000028, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.590856, Class: 0.920709, Obj: 0.249127, No Obj: 0.000327, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697289, Class: 0.982024, Obj: 0.072005, No Obj: 0.000072, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702841, Class: 0.997113, Obj: 0.140614, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673990, Class: 0.993269, Obj: 0.146751, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677739, Class: 0.989898, Obj: 0.054797, No Obj: 0.000080, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866287, Class: 0.996907, Obj: 0.045653, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753966, Class: 0.992828, Obj: 0.064038, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1230: 0.372548, 0.464843 avg loss, 0.001000 rate, 3.933414 seconds, 78720 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502747, Class: 0.975113, Obj: 0.005751, No Obj: 0.000050, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716560, Class: 0.986978, Obj: 0.086974, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735390, Class: 0.984036, Obj: 0.137974, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.602999, Class: 0.985491, Obj: 0.030947, No Obj: 0.000057, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693323, Class: 0.994392, Obj: 0.068683, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.471042, Class: 0.986984, Obj: 0.068166, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.566636, Class: 0.990490, Obj: 0.023256, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829411, Class: 0.998086, Obj: 0.040803, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634126, Class: 0.990710, Obj: 0.024015, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803547, Class: 0.999126, Obj: 0.129553, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661981, Class: 0.989685, Obj: 0.042680, No Obj: 0.000070, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775206, Class: 0.994234, Obj: 0.062647, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589497, Class: 0.983889, Obj: 0.062258, No Obj: 0.000068, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1231: 0.480651, 0.466424 avg loss, 0.001000 rate, 3.927422 seconds, 78784 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708488, Class: 0.954336, Obj: 0.053289, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679744, Class: 0.988482, Obj: 0.082992, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647356, Class: 0.998877, Obj: 0.200583, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592847, Class: 0.984581, Obj: 0.036608, No Obj: 0.000078, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.478016, Class: 0.964747, Obj: 0.054733, No Obj: 0.000132, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648784, Class: 0.983053, Obj: 0.085708, No Obj: 0.000068, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621251, Class: 0.986182, Obj: 0.076985, No Obj: 0.000079, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611256, Class: 0.983219, Obj: 0.006026, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.666968, Class: 0.995362, Obj: 0.293974, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732134, Class: 0.982641, Obj: 0.214211, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.543627, Class: 0.989522, Obj: 0.044839, No Obj: 0.000096, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763783, Class: 0.985557, Obj: 0.174961, No Obj: 0.000141, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.641335, Class: 0.986071, Obj: 0.045408, No Obj: 0.000072, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852812, Class: 0.998566, Obj: 0.073202, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728059, Class: 0.989975, Obj: 0.044233, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1232: 0.511995, 0.470981 avg loss, 0.001000 rate, 3.935574 seconds, 78848 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653593, Class: 0.993167, Obj: 0.099883, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655630, Class: 0.999389, Obj: 0.287087, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607587, Class: 0.994483, Obj: 0.089822, No Obj: 0.000058, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701176, Class: 0.995228, Obj: 0.144210, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657341, Class: 0.979048, Obj: 0.025997, No Obj: 0.000070, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.857657, Class: 0.950006, Obj: 0.048636, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815883, Class: 0.988321, Obj: 0.080632, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.655744, Class: 0.993269, Obj: 0.010430, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783268, Class: 0.988595, Obj: 0.029097, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650809, Class: 0.982879, Obj: 0.056122, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455675, Class: 0.985918, Obj: 0.003875, No Obj: 0.000045, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642284, Class: 0.993936, Obj: 0.136845, No Obj: 0.000127, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.652381, Class: 0.991928, Obj: 0.039683, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866084, Class: 0.984922, Obj: 0.108403, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.871173, Class: 0.993464, Obj: 0.033981, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1233: 0.430886, 0.466972 avg loss, 0.001000 rate, 3.932740 seconds, 78912 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770728, Class: 0.997339, Obj: 0.522489, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602318, Class: 0.988631, Obj: 0.112485, No Obj: 0.000134, .5R: 0.727273, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426921, Class: 0.998614, Obj: 0.111072, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.478091, Class: 0.997888, Obj: 0.074175, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764724, Class: 0.951235, Obj: 0.054475, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.681721, Class: 0.987652, Obj: 0.103332, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829098, Class: 0.994746, Obj: 0.007536, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728455, Class: 0.989367, Obj: 0.096804, No Obj: 0.000106, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.902231, Class: 0.929066, Obj: 0.003598, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.677912, Class: 0.981823, Obj: 0.133707, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673249, Class: 0.969248, Obj: 0.036850, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876913, Class: 0.997299, Obj: 0.381860, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728278, Class: 0.988258, Obj: 0.084568, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602430, Class: 0.986418, Obj: 0.101601, No Obj: 0.000090, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.706100, Class: 0.916658, Obj: 0.000273, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.569475, Class: 0.961810, Obj: 0.019457, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.705923, Class: 0.989291, Obj: 0.032195, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1234: 0.627779, 0.483052 avg loss, 0.001000 rate, 3.940648 seconds, 78976 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.598290, Class: 0.972302, Obj: 0.220886, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611487, Class: 0.973942, Obj: 0.001283, No Obj: 0.000035, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.763772, Class: 0.992021, Obj: 0.266920, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659620, Class: 0.974880, Obj: 0.003557, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.470507, Class: 0.992159, Obj: 0.122331, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809181, Class: 0.982679, Obj: 0.087223, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680011, Class: 0.992633, Obj: 0.047889, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.468416, Class: 0.963215, Obj: 0.000695, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582353, Class: 0.994489, Obj: 0.239708, No Obj: 0.000095, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654741, Class: 0.986446, Obj: 0.276906, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.633269, Class: 0.990937, Obj: 0.101393, No Obj: 0.000082, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662024, Class: 0.981692, Obj: 0.070630, No Obj: 0.000151, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.715690, Class: 0.995191, Obj: 0.066407, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753757, Class: 0.996910, Obj: 0.035233, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801612, Class: 0.991590, Obj: 0.067230, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1235: 0.362118, 0.470959 avg loss, 0.001000 rate, 3.934471 seconds, 79040 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597952, Class: 0.989463, Obj: 0.052749, No Obj: 0.000093, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556545, Class: 0.997207, Obj: 0.022687, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592702, Class: 0.983651, Obj: 0.215850, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.758741, Class: 0.987759, Obj: 0.077736, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687584, Class: 0.984426, Obj: 0.190062, No Obj: 0.000107, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602216, Class: 0.995592, Obj: 0.278205, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699407, Class: 0.966155, Obj: 0.058753, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756819, Class: 0.992964, Obj: 0.117384, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656261, Class: 0.994284, Obj: 0.045473, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640635, Class: 0.980646, Obj: 0.155739, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620484, Class: 0.904535, Obj: 0.011145, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641221, Class: 0.966684, Obj: 0.003728, No Obj: 0.000067, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1236: 0.360637, 0.459927 avg loss, 0.001000 rate, 3.937256 seconds, 79104 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681308, Class: 0.987029, Obj: 0.092225, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.694976, Class: 0.991514, Obj: 0.143088, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740456, Class: 0.982932, Obj: 0.052075, No Obj: 0.000073, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812861, Class: 0.992814, Obj: 0.724386, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723665, Class: 0.988067, Obj: 0.046056, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651993, Class: 0.997000, Obj: 0.832661, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725837, Class: 0.992129, Obj: 0.100886, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.554233, Class: 0.999682, Obj: 0.611107, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773291, Class: 0.993929, Obj: 0.147240, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785823, Class: 0.995713, Obj: 0.375601, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725949, Class: 0.990230, Obj: 0.142388, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640882, Class: 0.969173, Obj: 0.359340, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.718447, Class: 0.991421, Obj: 0.146976, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764007, Class: 0.987305, Obj: 0.100016, No Obj: 0.000241, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721451, Class: 0.987651, Obj: 0.030193, No Obj: 0.000051, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1237: 0.357311, 0.449665 avg loss, 0.001000 rate, 3.930691 seconds, 79168 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868738, Class: 0.998851, Obj: 0.439441, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683106, Class: 0.993131, Obj: 0.106914, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741067, Class: 0.998650, Obj: 0.766470, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753095, Class: 0.991549, Obj: 0.074469, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762227, Class: 0.989342, Obj: 0.080953, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581609, Class: 0.983710, Obj: 0.052542, No Obj: 0.000054, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676111, Class: 0.993661, Obj: 0.506099, No Obj: 0.000275, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685453, Class: 0.985421, Obj: 0.041510, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.621822, Class: 0.997056, Obj: 0.180836, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690431, Class: 0.977241, Obj: 0.000430, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901246, Class: 0.996805, Obj: 0.234780, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607086, Class: 0.991052, Obj: 0.058809, No Obj: 0.000074, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.529572, Class: 0.996299, Obj: 0.642091, No Obj: 0.000314, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.675974, Class: 0.997948, Obj: 0.289499, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667260, Class: 0.988092, Obj: 0.029068, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1238: 0.346147, 0.439313 avg loss, 0.001000 rate, 3.929893 seconds, 79232 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.652832, Class: 0.995658, Obj: 0.187641, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.563036, Class: 0.996461, Obj: 0.007076, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731574, Class: 0.992324, Obj: 0.035295, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723894, Class: 0.925100, Obj: 0.000174, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.538047, Class: 0.981117, Obj: 0.005859, No Obj: 0.000047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719194, Class: 0.986387, Obj: 0.073434, No Obj: 0.000116, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.612592, Class: 0.964684, Obj: 0.013019, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866353, Class: 0.995790, Obj: 0.380515, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.385193, Class: 0.999075, Obj: 0.306113, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691221, Class: 0.989782, Obj: 0.074439, No Obj: 0.000061, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.438587, Class: 0.993895, Obj: 0.001728, No Obj: 0.000037, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.639009, Class: 0.989617, Obj: 0.068815, No Obj: 0.000285, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.734614, Class: 0.988782, Obj: 0.041573, No Obj: 0.000088, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626285, Class: 0.972636, Obj: 0.081453, No Obj: 0.000079, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.734485, Class: 0.991269, Obj: 0.271918, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721607, Class: 0.983848, Obj: 0.008285, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1239: 0.442128, 0.439595 avg loss, 0.001000 rate, 3.944264 seconds, 79296 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697009, Class: 0.997519, Obj: 0.359685, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643239, Class: 0.923858, Obj: 0.015429, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664244, Class: 0.984648, Obj: 0.076667, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791841, Class: 0.985705, Obj: 0.168258, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749231, Class: 0.985048, Obj: 0.450956, No Obj: 0.000283, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.727020, Class: 0.996428, Obj: 0.291293, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.774176, Class: 0.985121, Obj: 0.163547, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802160, Class: 0.998398, Obj: 0.367832, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785225, Class: 0.997003, Obj: 0.695622, No Obj: 0.000328, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.668148, Class: 0.987884, Obj: 0.051815, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613253, Class: 0.976367, Obj: 0.022225, No Obj: 0.000098, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.670966, Class: 0.989711, Obj: 0.185222, No Obj: 0.000100, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734853, Class: 0.963191, Obj: 0.539909, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603036, Class: 0.982606, Obj: 0.048339, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1240: 0.302853, 0.425921 avg loss, 0.001000 rate, 3.930557 seconds, 79360 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753413, Class: 0.986775, Obj: 0.265729, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.704013, Class: 0.987004, Obj: 0.102882, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765777, Class: 0.952373, Obj: 0.187081, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681588, Class: 0.980444, Obj: 0.029643, No Obj: 0.000062, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.601627, Class: 0.986393, Obj: 0.003813, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590911, Class: 0.992384, Obj: 0.063071, No Obj: 0.000070, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700908, Class: 0.972409, Obj: 0.187795, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626512, Class: 0.991619, Obj: 0.027271, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687004, Class: 0.992985, Obj: 0.100872, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874522, Class: 0.991211, Obj: 0.047366, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666822, Class: 0.993676, Obj: 0.057996, No Obj: 0.000038, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537978, Class: 0.981888, Obj: 0.017320, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.357997, Class: 0.860927, Obj: 0.000014, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559250, Class: 0.983810, Obj: 0.137380, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1241: 0.455859, 0.428914 avg loss, 0.001000 rate, 3.933261 seconds, 79424 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651119, Class: 0.966369, Obj: 0.292919, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665512, Class: 0.978278, Obj: 0.011135, No Obj: 0.000043, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758705, Class: 0.975139, Obj: 0.223276, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723944, Class: 0.990085, Obj: 0.091067, No Obj: 0.000087, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713999, Class: 0.990452, Obj: 0.119688, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603439, Class: 0.989806, Obj: 0.079974, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656965, Class: 0.928088, Obj: 0.001784, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696164, Class: 0.987845, Obj: 0.010673, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625482, Class: 0.986988, Obj: 0.005432, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694754, Class: 0.989068, Obj: 0.096836, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792585, Class: 0.997076, Obj: 0.553982, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635122, Class: 0.986259, Obj: 0.006714, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.779397, Class: 0.995403, Obj: 0.814418, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558704, Class: 0.979415, Obj: 0.027738, No Obj: 0.000054, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1242: 0.483377, 0.434361 avg loss, 0.001000 rate, 3.931716 seconds, 79488 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.699789, Class: 0.994101, Obj: 0.761316, No Obj: 0.000323, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.742543, Class: 0.989402, Obj: 0.274366, No Obj: 0.000182, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.552895, Class: 0.983458, Obj: 0.103356, No Obj: 0.000060, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738367, Class: 0.993127, Obj: 0.150383, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772389, Class: 0.990399, Obj: 0.058850, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713204, Class: 0.992106, Obj: 0.213110, No Obj: 0.000092, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603195, Class: 0.912890, Obj: 0.048731, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698274, Class: 0.989609, Obj: 0.085505, No Obj: 0.000070, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661626, Class: 0.993307, Obj: 0.420273, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.650821, Class: 0.975874, Obj: 0.137826, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663535, Class: 0.965865, Obj: 0.031686, No Obj: 0.000109, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.580034, Class: 0.987190, Obj: 0.050394, No Obj: 0.000063, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844939, Class: 0.990119, Obj: 0.017968, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.567117, Class: 0.995353, Obj: 0.221376, No Obj: 0.000084, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1243: 0.398229, 0.430747 avg loss, 0.001000 rate, 3.924073 seconds, 79552 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.349086, Class: 0.851230, Obj: 0.000023, No Obj: 0.000060, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688753, Class: 0.981864, Obj: 0.164776, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.553008, Class: 0.993438, Obj: 0.612818, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798837, Class: 0.973005, Obj: 0.231472, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765807, Class: 0.990480, Obj: 0.258503, No Obj: 0.000158, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797161, Class: 0.998772, Obj: 0.027733, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807963, Class: 0.985429, Obj: 0.068850, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.781227, Class: 0.946337, Obj: 0.313718, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806183, Class: 0.991644, Obj: 0.251781, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721527, Class: 0.952815, Obj: 0.013104, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.596245, Class: 0.977590, Obj: 0.071127, No Obj: 0.000084, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.481695, Class: 0.991319, Obj: 0.265266, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560772, Class: 0.973346, Obj: 0.018356, No Obj: 0.000055, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.669797, Class: 0.977895, Obj: 0.050657, No Obj: 0.000090, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795812, Class: 0.990256, Obj: 0.071693, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772636, Class: 0.987705, Obj: 0.075981, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1244: 0.445204, 0.432193 avg loss, 0.001000 rate, 3.935298 seconds, 79616 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690959, Class: 0.968952, Obj: 0.030267, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.742284, Class: 0.986893, Obj: 0.214579, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933314, Class: 0.986311, Obj: 0.115152, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708419, Class: 0.988395, Obj: 0.166109, No Obj: 0.000132, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872257, Class: 0.999105, Obj: 0.047871, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768895, Class: 0.994436, Obj: 0.303448, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722959, Class: 0.996404, Obj: 0.196913, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693186, Class: 0.993573, Obj: 0.134442, No Obj: 0.000123, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.624343, Class: 0.993311, Obj: 0.282298, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714172, Class: 0.985860, Obj: 0.057863, No Obj: 0.000136, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725643, Class: 0.965467, Obj: 0.079302, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690737, Class: 0.975776, Obj: 0.140807, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.341725, Class: 0.962440, Obj: 0.006499, No Obj: 0.000199, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.579366, Class: 0.946567, Obj: 0.002397, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708142, Class: 0.982758, Obj: 0.111046, No Obj: 0.000099, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775878, Class: 0.992434, Obj: 0.040729, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1245: 0.495762, 0.438550 avg loss, 0.001000 rate, 3.928152 seconds, 79680 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836982, Class: 0.999153, Obj: 0.602687, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.529022, Class: 0.990234, Obj: 0.127152, No Obj: 0.000069, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870041, Class: 0.997795, Obj: 0.191171, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686010, Class: 0.992099, Obj: 0.182604, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.866344, Class: 0.787516, Obj: 0.023030, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.647777, Class: 0.987779, Obj: 0.052467, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712432, Class: 0.991122, Obj: 0.034031, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758852, Class: 0.993387, Obj: 0.333478, No Obj: 0.000148, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741747, Class: 0.992507, Obj: 0.136463, No Obj: 0.000108, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879946, Class: 0.998961, Obj: 0.198784, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761922, Class: 0.987378, Obj: 0.037659, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794222, Class: 0.994004, Obj: 0.178449, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.603113, Class: 0.968784, Obj: 0.041494, No Obj: 0.000088, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.539861, Class: 0.976545, Obj: 0.012101, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.725168, Class: 0.988351, Obj: 0.151821, No Obj: 0.000120, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1246: 0.439212, 0.438616 avg loss, 0.001000 rate, 3.933359 seconds, 79744 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687650, Class: 0.984448, Obj: 0.051334, No Obj: 0.000194, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.577741, Class: 0.983577, Obj: 0.045709, No Obj: 0.000063, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576201, Class: 0.982277, Obj: 0.002151, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709175, Class: 0.974472, Obj: 0.067040, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.723371, Class: 0.984436, Obj: 0.087571, No Obj: 0.000162, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704876, Class: 0.993902, Obj: 0.135430, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640717, Class: 0.991113, Obj: 0.068327, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791302, Class: 0.995556, Obj: 0.123385, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.816614, Class: 0.972904, Obj: 0.054971, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.837153, Class: 0.963938, Obj: 0.171294, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642144, Class: 0.995161, Obj: 0.045725, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.541882, Class: 0.813094, Obj: 0.045882, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.773452, Class: 0.996154, Obj: 0.124483, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657413, Class: 0.977215, Obj: 0.081356, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1247: 0.366578, 0.431412 avg loss, 0.001000 rate, 3.926883 seconds, 79808 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.676075, Class: 0.965821, Obj: 0.309877, No Obj: 0.000306, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637137, Class: 0.995730, Obj: 0.055626, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751281, Class: 0.991356, Obj: 0.147698, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000326, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573802, Class: 0.977059, Obj: 0.020022, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769253, Class: 0.993604, Obj: 0.192949, No Obj: 0.000089, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712266, Class: 0.998675, Obj: 0.469732, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.771051, Class: 0.986915, Obj: 0.190553, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727826, Class: 0.975017, Obj: 0.424169, No Obj: 0.000279, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.621958, Class: 0.993350, Obj: 0.029897, No Obj: 0.000049, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721644, Class: 0.992698, Obj: 0.094852, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573016, Class: 0.994043, Obj: 0.275925, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.662768, Class: 0.869391, Obj: 0.097689, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769237, Class: 0.990415, Obj: 0.239181, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1248: 0.427876, 0.431059 avg loss, 0.001000 rate, 3.935732 seconds, 79872 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679338, Class: 0.992635, Obj: 0.046427, No Obj: 0.000065, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.563361, Class: 0.993944, Obj: 0.719578, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.690641, Class: 0.995081, Obj: 0.155761, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722871, Class: 0.994021, Obj: 0.030247, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.826750, Class: 0.962145, Obj: 0.015179, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.909034, Class: 0.942911, Obj: 0.021164, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618404, Class: 0.986791, Obj: 0.069410, No Obj: 0.000039, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745546, Class: 0.995829, Obj: 0.297311, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792551, Class: 0.992922, Obj: 0.187560, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722705, Class: 0.996661, Obj: 0.028466, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696628, Class: 0.987332, Obj: 0.016796, No Obj: 0.000066, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.805061, Class: 0.961569, Obj: 0.003222, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.562584, Class: 0.998714, Obj: 0.537498, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711394, Class: 0.989588, Obj: 0.191906, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825343, Class: 0.979586, Obj: 0.372588, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728724, Class: 0.995992, Obj: 0.170638, No Obj: 0.000087, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624073, Class: 0.991171, Obj: 0.247103, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.779760, Class: 0.996079, Obj: 0.179547, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1249: 0.410418, 0.428995 avg loss, 0.001000 rate, 3.934982 seconds, 79936 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.771638, Class: 0.986266, Obj: 0.178926, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.682598, Class: 0.982967, Obj: 0.104807, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709501, Class: 0.983307, Obj: 0.165871, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800598, Class: 0.975948, Obj: 0.152531, No Obj: 0.000210, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.713925, Class: 0.988927, Obj: 0.054663, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810396, Class: 0.975507, Obj: 0.060818, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788901, Class: 0.995111, Obj: 0.179830, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519515, Class: 0.987787, Obj: 0.026891, No Obj: 0.000091, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762345, Class: 0.997911, Obj: 0.133243, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651491, Class: 0.963824, Obj: 0.030083, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.648895, Class: 0.993328, Obj: 0.104585, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.568992, Class: 0.894522, Obj: 0.127151, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.539977, Class: 0.988047, Obj: 0.073705, No Obj: 0.000207, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.625854, Class: 0.986580, Obj: 0.027090, No Obj: 0.000077, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.946818, Class: 0.986199, Obj: 0.227860, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.604023, Class: 0.938114, Obj: 0.431442, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.563469, Class: 0.954679, Obj: 0.173837, No Obj: 0.000086, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1250: 0.553333, 0.441428 avg loss, 0.001000 rate, 3.924632 seconds, 80000 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707428, Class: 0.974998, Obj: 0.253243, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684781, Class: 0.986270, Obj: 0.162431, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681108, Class: 0.991279, Obj: 0.069904, No Obj: 0.000054, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631999, Class: 0.995156, Obj: 0.107437, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797145, Class: 0.998308, Obj: 0.321825, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.555418, Class: 0.979937, Obj: 0.155696, No Obj: 0.000117, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657134, Class: 0.991039, Obj: 0.020040, No Obj: 0.000044, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708281, Class: 0.956466, Obj: 0.016681, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.766450, Class: 0.995557, Obj: 0.069790, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677487, Class: 0.998111, Obj: 0.720914, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792729, Class: 0.995876, Obj: 0.148752, No Obj: 0.000116, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755480, Class: 0.995169, Obj: 0.202530, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1251: 0.424088, 0.439694 avg loss, 0.001000 rate, 3.942067 seconds, 80064 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601104, Class: 0.976356, Obj: 0.253496, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.661649, Class: 0.994130, Obj: 0.115962, No Obj: 0.000104, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593876, Class: 0.954397, Obj: 0.000042, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650022, Class: 0.971851, Obj: 0.015376, No Obj: 0.000092, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667745, Class: 0.974303, Obj: 0.223406, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637125, Class: 0.993681, Obj: 0.196131, No Obj: 0.000135, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.886781, Class: 0.995662, Obj: 0.611685, No Obj: 0.000523, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832039, Class: 0.995198, Obj: 0.193913, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.541538, Class: 0.826181, Obj: 0.027015, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774560, Class: 0.957244, Obj: 0.024088, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762426, Class: 0.990022, Obj: 0.019362, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843946, Class: 0.998911, Obj: 0.046420, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673690, Class: 0.993320, Obj: 0.144877, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580125, Class: 0.991836, Obj: 0.223850, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629130, Class: 0.983047, Obj: 0.052338, No Obj: 0.000085, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.689048, Class: 0.989638, Obj: 0.024795, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763644, Class: 0.959265, Obj: 0.135049, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710074, Class: 0.983938, Obj: 0.057613, No Obj: 0.000084, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1252: 0.628949, 0.458620 avg loss, 0.001000 rate, 3.931176 seconds, 80128 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795782, Class: 0.995885, Obj: 0.096860, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795805, Class: 0.993821, Obj: 0.054442, No Obj: 0.000083, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.701544, Class: 0.990003, Obj: 0.096792, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798619, Class: 0.986587, Obj: 0.097519, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.837338, Class: 0.996437, Obj: 0.046031, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786549, Class: 0.997221, Obj: 0.078957, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616870, Class: 0.988995, Obj: 0.012600, No Obj: 0.000080, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701476, Class: 0.999053, Obj: 0.302617, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.874164, Class: 0.997334, Obj: 0.064871, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558917, Class: 0.990614, Obj: 0.016170, No Obj: 0.000067, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754601, Class: 0.973411, Obj: 0.005681, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719682, Class: 0.992187, Obj: 0.162297, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.554612, Class: 0.992117, Obj: 0.310016, No Obj: 0.000307, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791563, Class: 0.994808, Obj: 0.157158, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.610156, Class: 0.884418, Obj: 0.000212, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.584543, Class: 0.984719, Obj: 0.039479, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.766629, Class: 0.995223, Obj: 0.280825, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1253: 0.482444, 0.461002 avg loss, 0.001000 rate, 3.937769 seconds, 80192 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.697762, Class: 0.957460, Obj: 0.002323, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807603, Class: 0.949966, Obj: 0.001774, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581219, Class: 0.996505, Obj: 0.102051, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687361, Class: 0.998052, Obj: 0.013088, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695876, Class: 0.992531, Obj: 0.212095, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711854, Class: 0.997356, Obj: 0.511925, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653897, Class: 0.988381, Obj: 0.207808, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574529, Class: 0.999691, Obj: 0.338143, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722464, Class: 0.989460, Obj: 0.015533, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715434, Class: 0.965080, Obj: 0.130649, No Obj: 0.000150, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717955, Class: 0.996692, Obj: 0.139522, No Obj: 0.000128, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.744303, Class: 0.990161, Obj: 0.142552, No Obj: 0.000171, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679354, Class: 0.990222, Obj: 0.125365, No Obj: 0.000105, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1254: 0.423994, 0.457302 avg loss, 0.001000 rate, 3.936624 seconds, 80256 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.773580, Class: 0.993514, Obj: 0.781958, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776747, Class: 0.986923, Obj: 0.268516, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781194, Class: 0.999597, Obj: 0.129993, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847007, Class: 0.998526, Obj: 0.629322, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632642, Class: 0.990736, Obj: 0.024827, No Obj: 0.000053, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705539, Class: 0.994911, Obj: 0.146571, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765060, Class: 0.994736, Obj: 0.145915, No Obj: 0.000108, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693672, Class: 0.996932, Obj: 0.189639, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744605, Class: 0.996071, Obj: 0.210332, No Obj: 0.000094, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559023, Class: 0.984714, Obj: 0.073372, No Obj: 0.000066, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715268, Class: 0.981938, Obj: 0.073622, No Obj: 0.000075, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824386, Class: 0.982418, Obj: 0.001164, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635910, Class: 0.989055, Obj: 0.057237, No Obj: 0.000103, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1255: 0.434650, 0.455036 avg loss, 0.001000 rate, 3.929996 seconds, 80320 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.787397, Class: 0.932264, Obj: 0.000639, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717448, Class: 0.992178, Obj: 0.076902, No Obj: 0.000090, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.534998, Class: 0.991804, Obj: 0.180207, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611308, Class: 0.964629, Obj: 0.195288, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765459, Class: 0.998531, Obj: 0.380014, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867646, Class: 0.995394, Obj: 0.243793, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744070, Class: 0.996664, Obj: 0.250466, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883655, Class: 0.991960, Obj: 0.272385, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734976, Class: 0.993498, Obj: 0.071542, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.561915, Class: 0.981450, Obj: 0.012797, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685774, Class: 0.996557, Obj: 0.064547, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764196, Class: 0.989245, Obj: 0.105887, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.563320, Class: 0.981674, Obj: 0.045299, No Obj: 0.000114, .5R: 0.700000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779725, Class: 0.994344, Obj: 0.207292, No Obj: 0.000179, .5R: 1.000000, .75R: 0.666667, count: 9 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1256: 0.462718, 0.455805 avg loss, 0.001000 rate, 3.929089 seconds, 80384 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709358, Class: 0.976016, Obj: 0.118436, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.667438, Class: 0.993406, Obj: 0.020696, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602512, Class: 0.999293, Obj: 0.069801, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606646, Class: 0.988378, Obj: 0.007795, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.540217, Class: 0.827151, Obj: 0.039184, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628676, Class: 0.960802, Obj: 0.021713, No Obj: 0.000110, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590449, Class: 0.988241, Obj: 0.055242, No Obj: 0.000125, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.671945, Class: 0.994523, Obj: 0.330494, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721651, Class: 0.993449, Obj: 0.014903, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.614354, Class: 0.991177, Obj: 0.046785, No Obj: 0.000105, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671901, Class: 0.998364, Obj: 0.024442, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685187, Class: 0.996772, Obj: 0.223850, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723663, Class: 0.992932, Obj: 0.232898, No Obj: 0.000089, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699130, Class: 0.971629, Obj: 0.049691, No Obj: 0.000094, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1257: 0.557857, 0.466010 avg loss, 0.001000 rate, 3.924994 seconds, 80448 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.708840, Class: 0.949479, Obj: 0.004221, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.722267, Class: 0.989221, Obj: 0.054317, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.520967, Class: 0.986673, Obj: 0.082801, No Obj: 0.000087, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.518143, Class: 0.999788, Obj: 0.220500, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765671, Class: 0.986623, Obj: 0.135108, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.623324, Class: 0.993698, Obj: 0.298618, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710905, Class: 0.994095, Obj: 0.020789, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.634276, Class: 0.709055, Obj: 0.061637, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.581324, Class: 0.995338, Obj: 0.067636, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.677091, Class: 0.996482, Obj: 0.242833, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769479, Class: 0.961631, Obj: 0.001300, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741270, Class: 0.993895, Obj: 0.129096, No Obj: 0.000120, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702918, Class: 0.991648, Obj: 0.095941, No Obj: 0.000136, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.732210, Class: 0.993730, Obj: 0.506048, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.598923, Class: 0.991035, Obj: 0.008859, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.654406, Class: 0.993599, Obj: 0.230626, No Obj: 0.000166, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1258: 0.502031, 0.469612 avg loss, 0.001000 rate, 3.935914 seconds, 80512 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746053, Class: 0.994806, Obj: 0.091694, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.646320, Class: 0.993991, Obj: 0.033265, No Obj: 0.000061, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686405, Class: 0.980905, Obj: 0.167322, No Obj: 0.000071, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735136, Class: 0.996570, Obj: 0.062131, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754666, Class: 0.993576, Obj: 0.012469, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787106, Class: 0.991753, Obj: 0.233254, No Obj: 0.000101, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559525, Class: 0.977872, Obj: 0.000159, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.524012, Class: 0.983944, Obj: 0.021912, No Obj: 0.000071, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649607, Class: 0.991123, Obj: 0.062029, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.644193, Class: 0.961018, Obj: 0.332300, No Obj: 0.000699, .5R: 1.000000, .75R: 0.250000, count: 4 Region 94 Avg IOU: 0.516726, Class: 0.935047, Obj: 0.000491, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651616, Class: 0.991945, Obj: 0.057647, No Obj: 0.000090, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1259: 0.438290, 0.466480 avg loss, 0.001000 rate, 3.942261 seconds, 80576 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700231, Class: 0.996446, Obj: 0.173014, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.755696, Class: 0.989495, Obj: 0.098058, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682757, Class: 0.995022, Obj: 0.212008, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738837, Class: 0.978654, Obj: 0.139829, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650594, Class: 0.995009, Obj: 0.103462, No Obj: 0.000104, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.729790, Class: 0.983216, Obj: 0.079611, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.444633, Class: 0.989204, Obj: 0.010639, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751906, Class: 0.995930, Obj: 0.067856, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.698740, Class: 0.990325, Obj: 0.260112, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725760, Class: 0.994771, Obj: 0.097353, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690509, Class: 0.998468, Obj: 0.156791, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.603610, Class: 0.994929, Obj: 0.011923, No Obj: 0.000056, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581111, Class: 0.993211, Obj: 0.139527, No Obj: 0.000094, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.661104, Class: 0.990189, Obj: 0.138484, No Obj: 0.000074, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1260: 0.443529, 0.464185 avg loss, 0.001000 rate, 3.929404 seconds, 80640 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.680564, Class: 0.936379, Obj: 0.728897, No Obj: 0.000477, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669824, Class: 0.993491, Obj: 0.065669, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633173, Class: 0.987413, Obj: 0.251261, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639702, Class: 0.995547, Obj: 0.078947, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729117, Class: 0.995006, Obj: 0.050308, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746848, Class: 0.995637, Obj: 0.148570, No Obj: 0.000130, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701928, Class: 0.960414, Obj: 0.018994, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676364, Class: 0.996862, Obj: 0.100707, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740250, Class: 0.995270, Obj: 0.122116, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753557, Class: 0.993501, Obj: 0.161607, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660627, Class: 0.997512, Obj: 0.019433, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696577, Class: 0.995954, Obj: 0.128438, No Obj: 0.000079, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1261: 0.350188, 0.452785 avg loss, 0.001000 rate, 3.928109 seconds, 80704 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686862, Class: 0.998655, Obj: 0.214068, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806922, Class: 0.996261, Obj: 0.059277, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.697277, Class: 0.994667, Obj: 0.209880, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703797, Class: 0.982766, Obj: 0.284193, No Obj: 0.000199, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.689126, Class: 0.994627, Obj: 0.054648, No Obj: 0.000080, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698098, Class: 0.978168, Obj: 0.091532, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673299, Class: 0.974184, Obj: 0.025344, No Obj: 0.000104, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853904, Class: 0.997216, Obj: 0.116185, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733942, Class: 0.991801, Obj: 0.000936, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736428, Class: 0.999222, Obj: 0.091719, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740464, Class: 0.995680, Obj: 0.125764, No Obj: 0.000140, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.662612, Class: 0.967984, Obj: 0.302259, No Obj: 0.000424, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722781, Class: 0.977419, Obj: 0.134859, No Obj: 0.000129, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801604, Class: 0.998792, Obj: 0.552046, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691514, Class: 0.995043, Obj: 0.083909, No Obj: 0.000061, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1262: 0.575571, 0.465064 avg loss, 0.001000 rate, 3.934209 seconds, 80768 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672490, Class: 0.998859, Obj: 0.277692, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664012, Class: 0.995292, Obj: 0.283590, No Obj: 0.000129, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571473, Class: 0.978011, Obj: 0.143069, No Obj: 0.000132, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690641, Class: 0.989671, Obj: 0.043530, No Obj: 0.000103, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.456589, Class: 0.880002, Obj: 0.000096, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645168, Class: 0.994906, Obj: 0.297279, No Obj: 0.000146, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662682, Class: 0.877097, Obj: 0.001559, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.730036, Class: 0.991979, Obj: 0.050624, No Obj: 0.000173, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645659, Class: 0.983207, Obj: 0.097632, No Obj: 0.000109, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686912, Class: 0.976541, Obj: 0.089705, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.741984, Class: 0.993875, Obj: 0.091909, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628403, Class: 0.971921, Obj: 0.003270, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.661124, Class: 0.993628, Obj: 0.101437, No Obj: 0.000148, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1263: 0.582632, 0.476820 avg loss, 0.001000 rate, 3.941033 seconds, 80832 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.566880, Class: 0.922837, Obj: 0.011956, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681118, Class: 0.985965, Obj: 0.028220, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744525, Class: 0.991832, Obj: 0.075471, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834707, Class: 0.992087, Obj: 0.061377, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.453630, Class: 0.997826, Obj: 0.084093, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.818843, Class: 0.959594, Obj: 0.043598, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675983, Class: 0.995131, Obj: 0.080537, No Obj: 0.000097, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830609, Class: 0.999160, Obj: 0.694783, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708189, Class: 0.978577, Obj: 0.161942, No Obj: 0.000106, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769661, Class: 0.992342, Obj: 0.043813, No Obj: 0.000089, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690107, Class: 0.994253, Obj: 0.114761, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763489, Class: 0.996576, Obj: 0.056863, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.704807, Class: 0.977432, Obj: 0.055349, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.755814, Class: 0.981314, Obj: 0.099805, No Obj: 0.000167, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.613977, Class: 0.991123, Obj: 0.079955, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1264: 0.391108, 0.468249 avg loss, 0.001000 rate, 3.923465 seconds, 80896 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766288, Class: 0.977814, Obj: 0.038607, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.580133, Class: 0.990818, Obj: 0.051079, No Obj: 0.000073, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666434, Class: 0.999303, Obj: 0.332839, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691394, Class: 0.999460, Obj: 0.027461, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643772, Class: 0.999195, Obj: 0.384211, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599067, Class: 0.975932, Obj: 0.017458, No Obj: 0.000034, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.396948, Class: 0.988939, Obj: 0.077217, No Obj: 0.000202, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.895653, Class: 0.984600, Obj: 0.445883, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655073, Class: 0.976071, Obj: 0.009239, No Obj: 0.000085, .5R: 0.818182, .75R: 0.363636, count: 11 Region 82 Avg IOU: 0.867673, Class: 0.974485, Obj: 0.018476, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.667157, Class: 0.975882, Obj: 0.167555, No Obj: 0.000207, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.689550, Class: 0.943277, Obj: 0.012295, No Obj: 0.000058, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626861, Class: 0.949616, Obj: 0.122200, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.878367, Class: 0.998900, Obj: 0.027303, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775481, Class: 0.999607, Obj: 0.144221, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719666, Class: 0.995373, Obj: 0.016978, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609257, Class: 0.996587, Obj: 0.066341, No Obj: 0.000077, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1265: 0.616651, 0.483089 avg loss, 0.001000 rate, 3.931570 seconds, 80960 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.638760, Class: 0.931193, Obj: 0.037039, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857127, Class: 0.992557, Obj: 0.640511, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686037, Class: 0.995515, Obj: 0.038843, No Obj: 0.000070, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713778, Class: 0.995444, Obj: 0.029164, No Obj: 0.000053, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.790603, Class: 0.947539, Obj: 0.004267, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769335, Class: 0.994357, Obj: 0.097719, No Obj: 0.000082, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811808, Class: 0.990470, Obj: 0.036014, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693976, Class: 0.996786, Obj: 0.161468, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832400, Class: 0.976943, Obj: 0.041852, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.587914, Class: 0.991642, Obj: 0.081479, No Obj: 0.000078, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797416, Class: 0.998066, Obj: 0.293082, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.763406, Class: 0.996045, Obj: 0.047140, No Obj: 0.000070, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711490, Class: 0.994192, Obj: 0.340413, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.574505, Class: 0.998080, Obj: 0.068682, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821104, Class: 0.997798, Obj: 0.259834, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1266: 0.446807, 0.479461 avg loss, 0.001000 rate, 3.934970 seconds, 81024 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703310, Class: 0.982763, Obj: 0.033698, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685857, Class: 0.986559, Obj: 0.074933, No Obj: 0.000129, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796100, Class: 0.987128, Obj: 0.275738, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736670, Class: 0.991261, Obj: 0.042080, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592381, Class: 0.997204, Obj: 0.095843, No Obj: 0.000059, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728886, Class: 0.950601, Obj: 0.089312, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.713068, Class: 0.983650, Obj: 0.218084, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789323, Class: 0.987741, Obj: 0.226724, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616544, Class: 0.988685, Obj: 0.048087, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592157, Class: 0.981417, Obj: 0.011703, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648217, Class: 0.995990, Obj: 0.095947, No Obj: 0.000092, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682056, Class: 0.993812, Obj: 0.048234, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.614110, Class: 0.993732, Obj: 0.311920, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.724274, Class: 0.985150, Obj: 0.245360, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674698, Class: 0.985788, Obj: 0.027352, No Obj: 0.000073, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1267: 0.546929, 0.486208 avg loss, 0.001000 rate, 3.935957 seconds, 81088 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764705, Class: 0.989838, Obj: 0.006257, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647876, Class: 0.987807, Obj: 0.062657, No Obj: 0.000130, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780345, Class: 0.972389, Obj: 0.131272, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.697556, Class: 0.990338, Obj: 0.087445, No Obj: 0.000152, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.447188, Class: 0.959454, Obj: 0.001875, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.574061, Class: 0.981901, Obj: 0.199684, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513703, Class: 0.989011, Obj: 0.074837, No Obj: 0.000124, .5R: 0.600000, .75R: 0.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679732, Class: 0.992946, Obj: 0.004431, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753201, Class: 0.981519, Obj: 0.091449, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863668, Class: 0.986074, Obj: 0.005995, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671390, Class: 0.994453, Obj: 0.225914, No Obj: 0.000153, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.545997, Class: 0.968101, Obj: 0.253408, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844894, Class: 0.948177, Obj: 0.040365, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780555, Class: 0.992331, Obj: 0.072609, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847268, Class: 0.966933, Obj: 0.459141, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.454315, Class: 0.992003, Obj: 0.027490, No Obj: 0.000108, .5R: 0.250000, .75R: 0.000000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1268: 0.695118, 0.507099 avg loss, 0.001000 rate, 3.945125 seconds, 81152 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663937, Class: 0.995139, Obj: 0.306604, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.588377, Class: 0.997707, Obj: 0.137423, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696617, Class: 0.987065, Obj: 0.315643, No Obj: 0.000323, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.545545, Class: 0.989898, Obj: 0.072351, No Obj: 0.000102, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712478, Class: 0.992822, Obj: 0.038043, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760515, Class: 0.989688, Obj: 0.100329, No Obj: 0.000077, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804487, Class: 0.997477, Obj: 0.144671, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743988, Class: 0.987828, Obj: 0.116619, No Obj: 0.000139, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.783273, Class: 0.994512, Obj: 0.355171, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905932, Class: 0.998993, Obj: 0.522389, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751855, Class: 0.997849, Obj: 0.525304, No Obj: 0.000218, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.594970, Class: 0.995630, Obj: 0.321248, No Obj: 0.000191, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682906, Class: 0.996788, Obj: 0.246195, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759477, Class: 0.979769, Obj: 0.203035, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.632303, Class: 0.986741, Obj: 0.031483, No Obj: 0.000136, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1269 iterations) Last accuracy mAP@0.5 = 58.60 % 1269: 0.449010, 0.501290 avg loss, 0.001000 rate, 3.921267 seconds, 81216 images calculation mAP (mean average precision)... detections_count = 1981, unique_truth_count = 323 rank = 0 of ranks = 1981 rank = 100 of ranks = 1981 rank = 200 of ranks = 1981 rank = 300 of ranks = 1981 rank = 400 of ranks = 1981 rank = 500 of ranks = 1981 rank = 600 of ranks = 1981 rank = 700 of ranks = 1981 rank = 800 of ranks = 1981 rank = 900 of ranks = 1981 rank = 1000 of ranks = 1981 rank = 1100 of ranks = 1981 rank = 1200 of ranks = 1981 rank = 1300 of ranks = 1981 rank = 1400 of ranks = 1981 rank = 1500 of ranks = 1981 rank = 1600 of ranks = 1981 rank = 1700 of ranks = 1981 rank = 1800 of ranks = 1981 rank = 1900 of ranks = 1981 class_id = 0, name = lca, ap = 69.48% (TP = 153, FP = 29) for thresh = 0.25, precision = 0.84, recall = 0.47, F1-score = 0.61 for thresh = 0.25, TP = 153, FP = 29, FN = 170, average IoU = 62.23 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.694786, or 69.48 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.694786 Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823429, Class: 0.999414, Obj: 0.102539, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602555, Class: 0.992230, Obj: 0.076950, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.869348, Class: 0.988458, Obj: 0.244176, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713674, Class: 0.995403, Obj: 0.132151, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832272, Class: 0.991696, Obj: 0.027545, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681999, Class: 0.993527, Obj: 0.100653, No Obj: 0.000137, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857316, Class: 0.999259, Obj: 0.117368, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698926, Class: 0.992272, Obj: 0.042775, No Obj: 0.000093, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.701454, Class: 0.973496, Obj: 0.068035, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753505, Class: 0.995227, Obj: 0.172286, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686526, Class: 0.996818, Obj: 0.383258, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599486, Class: 0.984733, Obj: 0.242593, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677973, Class: 0.996456, Obj: 0.196150, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1270: 0.309045, 0.482065 avg loss, 0.001000 rate, 3.708515 seconds, 81280 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547030, Class: 0.988549, Obj: 0.046741, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683754, Class: 0.986917, Obj: 0.076351, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.321258, Class: 0.991575, Obj: 0.025485, No Obj: 0.000443, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857488, Class: 0.993436, Obj: 0.277295, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667624, Class: 0.991686, Obj: 0.003481, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.777867, Class: 0.968645, Obj: 0.477983, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.759996, Class: 0.995192, Obj: 0.604105, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740572, Class: 0.985777, Obj: 0.078910, No Obj: 0.000081, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780431, Class: 0.994112, Obj: 0.152464, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.803792, Class: 0.976501, Obj: 0.154385, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.775098, Class: 0.963227, Obj: 0.120868, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650848, Class: 0.976618, Obj: 0.077331, No Obj: 0.000073, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570908, Class: 0.992770, Obj: 0.129285, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676229, Class: 0.994828, Obj: 0.030944, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790598, Class: 0.992363, Obj: 0.261594, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700256, Class: 0.992273, Obj: 0.101328, No Obj: 0.000076, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1271: 0.498542, 0.483713 avg loss, 0.001000 rate, 3.926423 seconds, 81344 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.462730, Class: 0.994703, Obj: 0.111103, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.705812, Class: 0.997077, Obj: 0.463940, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.677040, Class: 0.993793, Obj: 0.088969, No Obj: 0.000075, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603847, Class: 0.991028, Obj: 0.057636, No Obj: 0.000047, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556099, Class: 0.991575, Obj: 0.028014, No Obj: 0.000064, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754452, Class: 0.991201, Obj: 0.017331, No Obj: 0.000053, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677904, Class: 0.962550, Obj: 0.023442, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781762, Class: 0.996505, Obj: 0.185719, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.538565, Class: 0.983824, Obj: 0.034146, No Obj: 0.000039, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685959, Class: 0.994415, Obj: 0.007043, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.781418, Class: 0.970772, Obj: 0.001541, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.700353, Class: 0.989305, Obj: 0.440133, No Obj: 0.000231, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.627531, Class: 0.991616, Obj: 0.058072, No Obj: 0.000046, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1272: 0.350103, 0.470352 avg loss, 0.001000 rate, 3.914196 seconds, 81408 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772598, Class: 0.981144, Obj: 0.017925, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635684, Class: 0.992339, Obj: 0.278187, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.489321, Class: 0.995621, Obj: 0.424473, No Obj: 0.000179, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.695895, Class: 0.990362, Obj: 0.508495, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.550125, Class: 0.993530, Obj: 0.054254, No Obj: 0.000057, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812092, Class: 0.988106, Obj: 0.072645, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.534563, Class: 0.987275, Obj: 0.068127, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870582, Class: 0.996579, Obj: 0.245447, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732812, Class: 0.996684, Obj: 0.079247, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579163, Class: 0.998916, Obj: 0.223648, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756588, Class: 0.993110, Obj: 0.054513, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.500915, Class: 0.999581, Obj: 0.036676, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800956, Class: 0.992579, Obj: 0.005446, No Obj: 0.000023, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.678200, Class: 0.984918, Obj: 0.610860, No Obj: 0.000375, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.649549, Class: 0.993899, Obj: 0.264075, No Obj: 0.000194, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653208, Class: 0.990634, Obj: 0.057941, No Obj: 0.000080, .5R: 1.000000, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591655, Class: 0.992955, Obj: 0.067933, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1273: 0.475653, 0.470882 avg loss, 0.001000 rate, 3.921859 seconds, 81472 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425872, Class: 0.665994, Obj: 0.000074, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548671, Class: 0.995504, Obj: 0.090316, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694779, Class: 0.968126, Obj: 0.003667, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695861, Class: 0.990145, Obj: 0.057281, No Obj: 0.000071, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551601, Class: 0.968577, Obj: 0.005936, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740350, Class: 0.995634, Obj: 0.060850, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850912, Class: 0.997449, Obj: 0.073285, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684815, Class: 0.989494, Obj: 0.034057, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735288, Class: 0.988161, Obj: 0.026394, No Obj: 0.000065, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.543379, Class: 0.944713, Obj: 0.000816, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766849, Class: 0.998936, Obj: 0.687118, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.868040, Class: 0.993049, Obj: 0.046431, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847037, Class: 0.991587, Obj: 0.019189, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662218, Class: 0.990871, Obj: 0.062900, No Obj: 0.000090, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.483021, Class: 0.974946, Obj: 0.211249, No Obj: 0.000301, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736896, Class: 0.978424, Obj: 0.204080, No Obj: 0.000252, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.636636, Class: 0.983963, Obj: 0.045955, No Obj: 0.000061, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1274: 0.499899, 0.473784 avg loss, 0.001000 rate, 3.911005 seconds, 81536 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783582, Class: 0.983244, Obj: 0.120155, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732531, Class: 0.983395, Obj: 0.028223, No Obj: 0.000061, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.534315, Class: 0.771551, Obj: 0.010838, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.556843, Class: 0.958617, Obj: 0.103077, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.694546, Class: 0.989634, Obj: 0.055234, No Obj: 0.000067, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740151, Class: 0.986876, Obj: 0.089299, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.612460, Class: 0.984956, Obj: 0.098940, No Obj: 0.000062, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.660222, Class: 0.767951, Obj: 0.013030, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844093, Class: 0.981219, Obj: 0.111462, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684471, Class: 0.982853, Obj: 0.113763, No Obj: 0.000104, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849686, Class: 0.987638, Obj: 0.300878, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.378625, Class: 0.991936, Obj: 0.002665, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625647, Class: 0.993319, Obj: 0.017192, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761564, Class: 0.995207, Obj: 0.168474, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774017, Class: 0.963714, Obj: 0.253294, No Obj: 0.000131, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.692032, Class: 0.991609, Obj: 0.108263, No Obj: 0.000096, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.532258, Class: 0.971325, Obj: 0.301267, No Obj: 0.000219, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643404, Class: 0.993304, Obj: 0.199140, No Obj: 0.000101, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1275: 0.536772, 0.480083 avg loss, 0.001000 rate, 3.915550 seconds, 81600 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000407, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.361050, Class: 0.947424, Obj: 0.001956, No Obj: 0.000131, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535954, Class: 0.987493, Obj: 0.024857, No Obj: 0.000096, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728308, Class: 0.985543, Obj: 0.041345, No Obj: 0.000154, .5R: 0.916667, .75R: 0.416667, count: 12 Region 82 Avg IOU: 0.565658, Class: 0.980848, Obj: 0.162773, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789973, Class: 0.992755, Obj: 0.004607, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607741, Class: 0.987258, Obj: 0.025702, No Obj: 0.000104, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678991, Class: 0.988227, Obj: 0.044672, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753082, Class: 0.979898, Obj: 0.018151, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.847601, Class: 0.995799, Obj: 0.292055, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824421, Class: 0.992611, Obj: 0.067541, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643372, Class: 0.990927, Obj: 0.269193, No Obj: 0.000130, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.831077, Class: 0.884713, Obj: 0.002524, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.722753, Class: 0.967424, Obj: 0.014486, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670545, Class: 0.990692, Obj: 0.075048, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1276: 0.518491, 0.483924 avg loss, 0.001000 rate, 3.906467 seconds, 81664 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671475, Class: 0.987699, Obj: 0.152881, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643669, Class: 0.994318, Obj: 0.069409, No Obj: 0.000089, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786070, Class: 0.985636, Obj: 0.387498, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777002, Class: 0.995676, Obj: 0.018070, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781428, Class: 0.991972, Obj: 0.073811, No Obj: 0.000172, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815753, Class: 0.995558, Obj: 0.090158, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726249, Class: 0.993976, Obj: 0.165583, No Obj: 0.000154, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867884, Class: 0.990853, Obj: 0.299306, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.744271, Class: 0.952673, Obj: 0.245331, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785757, Class: 0.975795, Obj: 0.161316, No Obj: 0.000218, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.721804, Class: 0.994650, Obj: 0.230864, No Obj: 0.000169, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634230, Class: 0.998608, Obj: 0.222405, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.762550, Class: 0.992184, Obj: 0.176201, No Obj: 0.000199, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.550178, Class: 0.953176, Obj: 0.002979, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639887, Class: 0.979333, Obj: 0.041185, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1277: 0.365433, 0.472075 avg loss, 0.001000 rate, 3.908561 seconds, 81728 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710830, Class: 0.998153, Obj: 0.484883, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659233, Class: 0.971573, Obj: 0.013297, No Obj: 0.000102, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875744, Class: 0.997856, Obj: 0.377184, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811931, Class: 0.997316, Obj: 0.385288, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.805644, Class: 0.987044, Obj: 0.056161, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.625143, Class: 0.985838, Obj: 0.267247, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.732598, Class: 0.978609, Obj: 0.002660, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649210, Class: 0.983613, Obj: 0.003404, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718908, Class: 0.998517, Obj: 0.303052, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.638276, Class: 0.987437, Obj: 0.048263, No Obj: 0.000100, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558795, Class: 0.992096, Obj: 0.175090, No Obj: 0.000160, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.627960, Class: 0.984767, Obj: 0.412151, No Obj: 0.000442, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.505454, Class: 0.997329, Obj: 0.008468, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.610387, Class: 0.982191, Obj: 0.016081, No Obj: 0.000054, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731170, Class: 0.997728, Obj: 0.561359, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813879, Class: 0.992034, Obj: 0.067329, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1278: 0.363782, 0.461245 avg loss, 0.001000 rate, 3.902518 seconds, 81792 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688546, Class: 0.994883, Obj: 0.317708, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.673911, Class: 0.983571, Obj: 0.119528, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.695031, Class: 0.929838, Obj: 0.248382, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.403805, Class: 0.710590, Obj: 0.000002, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685229, Class: 0.987469, Obj: 0.051139, No Obj: 0.000069, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.605860, Class: 0.641737, Obj: 0.117921, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759290, Class: 0.990498, Obj: 0.129249, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833322, Class: 0.989139, Obj: 0.050497, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746774, Class: 0.995268, Obj: 0.089960, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741749, Class: 0.982167, Obj: 0.378551, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692507, Class: 0.982929, Obj: 0.015828, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606220, Class: 0.973121, Obj: 0.015854, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.769009, Class: 0.990167, Obj: 0.175605, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.689513, Class: 0.984649, Obj: 0.012012, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.755962, Class: 0.869995, Obj: 0.000271, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678912, Class: 0.987361, Obj: 0.000751, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703003, Class: 0.982489, Obj: 0.007806, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789643, Class: 0.984684, Obj: 0.053424, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1279: 0.454399, 0.460561 avg loss, 0.001000 rate, 3.903058 seconds, 81856 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820144, Class: 0.994938, Obj: 0.100780, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.563358, Class: 0.986935, Obj: 0.026500, No Obj: 0.000034, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831761, Class: 0.997085, Obj: 0.029480, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671183, Class: 0.993849, Obj: 0.047073, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609414, Class: 0.968129, Obj: 0.099957, No Obj: 0.000139, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705684, Class: 0.989263, Obj: 0.001247, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.742973, Class: 0.981639, Obj: 0.049426, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.678059, Class: 0.997653, Obj: 0.445133, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.519103, Class: 0.991980, Obj: 0.067111, No Obj: 0.000065, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.561436, Class: 0.889140, Obj: 0.009192, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622111, Class: 0.995552, Obj: 0.113208, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788332, Class: 0.988564, Obj: 0.190520, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.490883, Class: 0.942233, Obj: 0.001922, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575475, Class: 0.985150, Obj: 0.012138, No Obj: 0.000052, .5R: 0.857143, .75R: 0.000000, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1280: 0.447975, 0.459302 avg loss, 0.001000 rate, 3.903599 seconds, 81920 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695800, Class: 0.979892, Obj: 0.032182, No Obj: 0.000043, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600710, Class: 0.996604, Obj: 0.402560, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636703, Class: 0.990592, Obj: 0.109945, No Obj: 0.000054, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777675, Class: 0.937029, Obj: 0.001140, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787413, Class: 0.992917, Obj: 0.264692, No Obj: 0.000203, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.618363, Class: 0.982756, Obj: 0.014605, No Obj: 0.000054, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730918, Class: 0.981792, Obj: 0.173398, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.764272, Class: 0.986709, Obj: 0.000391, No Obj: 0.000019, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.819846, Class: 0.986537, Obj: 0.659556, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747427, Class: 0.975830, Obj: 0.144255, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.492519, Class: 0.984795, Obj: 0.021810, No Obj: 0.000049, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.724690, Class: 0.990805, Obj: 0.201317, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.707241, Class: 0.998220, Obj: 0.187324, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666519, Class: 0.986253, Obj: 0.069535, No Obj: 0.000063, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900265, Class: 0.981070, Obj: 0.291508, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798027, Class: 0.990756, Obj: 0.054393, No Obj: 0.000039, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1281: 0.502066, 0.463578 avg loss, 0.001000 rate, 3.902441 seconds, 81984 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674143, Class: 0.992020, Obj: 0.069296, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878617, Class: 0.997918, Obj: 0.295690, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649802, Class: 0.985174, Obj: 0.053648, No Obj: 0.000097, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781950, Class: 0.978533, Obj: 0.119282, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.749282, Class: 0.991575, Obj: 0.050228, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.744399, Class: 0.983837, Obj: 0.115714, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644072, Class: 0.982917, Obj: 0.090598, No Obj: 0.000065, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690739, Class: 0.993933, Obj: 0.111947, No Obj: 0.000211, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.627506, Class: 0.992983, Obj: 0.045315, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.612394, Class: 0.943376, Obj: 0.001655, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.568085, Class: 0.992714, Obj: 0.355826, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683976, Class: 0.982221, Obj: 0.038311, No Obj: 0.000087, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788162, Class: 0.993203, Obj: 0.039062, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704475, Class: 0.996995, Obj: 0.071567, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658211, Class: 0.992834, Obj: 0.067965, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1282: 0.482475, 0.465468 avg loss, 0.001000 rate, 3.905337 seconds, 82048 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679461, Class: 0.990681, Obj: 0.069141, No Obj: 0.000093, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762858, Class: 0.957811, Obj: 0.195050, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.796288, Class: 0.984922, Obj: 0.108460, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674528, Class: 0.989140, Obj: 0.110081, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.494262, Class: 0.980851, Obj: 0.226055, No Obj: 0.000486, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766404, Class: 0.999368, Obj: 0.503148, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828550, Class: 0.997974, Obj: 0.257900, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.792573, Class: 0.985172, Obj: 0.082619, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.899101, Class: 0.974617, Obj: 0.035923, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624484, Class: 0.991530, Obj: 0.000746, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702018, Class: 0.933450, Obj: 0.000095, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699205, Class: 0.984505, Obj: 0.042849, No Obj: 0.000054, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694141, Class: 0.992083, Obj: 0.168520, No Obj: 0.000090, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675377, Class: 0.981203, Obj: 0.217709, No Obj: 0.000174, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.686679, Class: 0.993048, Obj: 0.112041, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1283: 0.430079, 0.461929 avg loss, 0.001000 rate, 3.904265 seconds, 82112 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588032, Class: 0.971821, Obj: 0.016438, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653791, Class: 0.990572, Obj: 0.132461, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559405, Class: 0.939975, Obj: 0.323049, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623856, Class: 0.992241, Obj: 0.122747, No Obj: 0.000128, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650031, Class: 0.995502, Obj: 0.104018, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.599234, Class: 0.934719, Obj: 0.456961, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.503687, Class: 0.990113, Obj: 0.022535, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750970, Class: 0.988696, Obj: 0.156368, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.727878, Class: 0.989270, Obj: 0.370368, No Obj: 0.000317, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709214, Class: 0.974492, Obj: 0.019861, No Obj: 0.000094, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770993, Class: 0.937594, Obj: 0.192094, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.683367, Class: 0.992136, Obj: 0.063899, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652727, Class: 0.983808, Obj: 0.155287, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699704, Class: 0.995421, Obj: 0.073540, No Obj: 0.000104, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869761, Class: 0.993672, Obj: 0.107982, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844018, Class: 0.996252, Obj: 0.121744, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1284: 0.486837, 0.464420 avg loss, 0.001000 rate, 3.903970 seconds, 82176 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710792, Class: 0.963804, Obj: 0.123380, No Obj: 0.000234, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.655657, Class: 0.988624, Obj: 0.003794, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900871, Class: 0.998637, Obj: 0.134031, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766349, Class: 0.996280, Obj: 0.087077, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.507904, Class: 0.949056, Obj: 0.013980, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663360, Class: 0.991857, Obj: 0.065208, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728957, Class: 0.993084, Obj: 0.177271, No Obj: 0.000195, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.646398, Class: 0.943881, Obj: 0.003578, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702788, Class: 0.998028, Obj: 0.193779, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806115, Class: 0.997662, Obj: 0.111705, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831066, Class: 0.990157, Obj: 0.026084, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680595, Class: 0.945399, Obj: 0.001882, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.618303, Class: 0.991070, Obj: 0.029253, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680011, Class: 0.968944, Obj: 0.208053, No Obj: 0.000307, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.622187, Class: 0.982581, Obj: 0.065605, No Obj: 0.000113, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1285: 0.446850, 0.462663 avg loss, 0.001000 rate, 3.885963 seconds, 82240 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.630314, Class: 0.983200, Obj: 0.235592, No Obj: 0.000393, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.610401, Class: 0.952395, Obj: 0.021983, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618043, Class: 0.974199, Obj: 0.027326, No Obj: 0.000124, .5R: 0.777778, .75R: 0.166667, count: 18 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696418, Class: 0.991985, Obj: 0.052542, No Obj: 0.000089, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.557289, Class: 0.988662, Obj: 0.380376, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779274, Class: 0.993200, Obj: 0.111633, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.449457, Class: 0.965317, Obj: 0.430186, No Obj: 0.000284, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.497074, Class: 0.982007, Obj: 0.003617, No Obj: 0.000119, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.807174, Class: 0.981619, Obj: 0.003463, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591508, Class: 0.973654, Obj: 0.220558, No Obj: 0.000208, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.579343, Class: 0.986790, Obj: 0.061845, No Obj: 0.000110, .5R: 0.500000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.678553, Class: 0.984102, Obj: 0.622842, No Obj: 0.000381, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825102, Class: 0.970337, Obj: 0.119446, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757755, Class: 0.993369, Obj: 0.080373, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754908, Class: 0.992561, Obj: 0.146851, No Obj: 0.000157, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632728, Class: 0.999642, Obj: 0.340540, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637530, Class: 0.996233, Obj: 0.435916, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1286: 0.688916, 0.485288 avg loss, 0.001000 rate, 3.897117 seconds, 82304 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727062, Class: 0.958978, Obj: 0.012901, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.572128, Class: 0.978379, Obj: 0.096047, No Obj: 0.000104, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648477, Class: 0.972001, Obj: 0.144560, No Obj: 0.000100, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676869, Class: 0.991573, Obj: 0.051871, No Obj: 0.000053, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653832, Class: 0.997855, Obj: 0.504223, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551602, Class: 0.988184, Obj: 0.095891, No Obj: 0.000053, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686994, Class: 0.996731, Obj: 0.183578, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569782, Class: 0.987378, Obj: 0.001024, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722986, Class: 0.987119, Obj: 0.098132, No Obj: 0.000081, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.806650, Class: 0.982338, Obj: 0.176533, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.508545, Class: 0.987184, Obj: 0.006164, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.562503, Class: 0.988356, Obj: 0.043177, No Obj: 0.000080, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552536, Class: 0.990908, Obj: 0.176638, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599033, Class: 0.988519, Obj: 0.137509, No Obj: 0.000121, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625524, Class: 0.985813, Obj: 0.059820, No Obj: 0.000115, .5R: 0.777778, .75R: 0.444444, count: 9 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1287: 0.664172, 0.503176 avg loss, 0.001000 rate, 3.906444 seconds, 82368 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848236, Class: 0.997370, Obj: 0.235672, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531274, Class: 0.991843, Obj: 0.101852, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.611150, Class: 0.993678, Obj: 0.335046, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.778915, Class: 0.998071, Obj: 0.054206, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650801, Class: 0.988367, Obj: 0.159292, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.721551, Class: 0.978880, Obj: 0.733738, No Obj: 0.000476, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806394, Class: 0.997570, Obj: 0.072365, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725351, Class: 0.994438, Obj: 0.000866, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.578144, Class: 0.990561, Obj: 0.054762, No Obj: 0.000061, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785542, Class: 0.994579, Obj: 0.014151, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648628, Class: 0.986399, Obj: 0.023649, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792264, Class: 0.993515, Obj: 0.047536, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1288: 0.232895, 0.476148 avg loss, 0.001000 rate, 3.902070 seconds, 82432 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659545, Class: 0.990526, Obj: 0.041748, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.718878, Class: 0.986215, Obj: 0.589173, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.740539, Class: 0.996122, Obj: 0.312406, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703510, Class: 0.990958, Obj: 0.039743, No Obj: 0.000096, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598566, Class: 0.989267, Obj: 0.021246, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773877, Class: 0.996445, Obj: 0.033808, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.676049, Class: 0.992525, Obj: 0.074105, No Obj: 0.000067, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786967, Class: 0.994873, Obj: 0.600582, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686872, Class: 0.990127, Obj: 0.088288, No Obj: 0.000102, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791149, Class: 0.993248, Obj: 0.045645, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.575695, Class: 0.992889, Obj: 0.064890, No Obj: 0.000054, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737597, Class: 0.981444, Obj: 0.096614, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.560426, Class: 0.992513, Obj: 0.045099, No Obj: 0.000060, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613980, Class: 0.988815, Obj: 0.090861, No Obj: 0.000103, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636186, Class: 0.988136, Obj: 0.052518, No Obj: 0.000078, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1289: 0.563352, 0.484869 avg loss, 0.001000 rate, 3.886948 seconds, 82496 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661747, Class: 0.981927, Obj: 0.037745, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725444, Class: 0.998944, Obj: 0.538759, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828043, Class: 0.995690, Obj: 0.163140, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.594113, Class: 0.983147, Obj: 0.088485, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.668598, Class: 0.998645, Obj: 0.311558, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.429569, Class: 0.982323, Obj: 0.004067, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863670, Class: 0.995645, Obj: 0.313882, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.669032, Class: 0.983227, Obj: 0.067567, No Obj: 0.000074, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.750489, Class: 0.990019, Obj: 0.046435, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839188, Class: 0.988677, Obj: 0.093676, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.474536, Class: 0.763867, Obj: 0.003366, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.582478, Class: 0.972325, Obj: 0.003405, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707792, Class: 0.975960, Obj: 0.000465, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672225, Class: 0.963127, Obj: 0.045203, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784070, Class: 0.993108, Obj: 0.068040, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813810, Class: 0.996240, Obj: 0.208500, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1290: 0.342576, 0.470639 avg loss, 0.001000 rate, 3.899680 seconds, 82560 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.818131, Class: 0.946175, Obj: 0.000148, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725574, Class: 0.988254, Obj: 0.008789, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000344, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727528, Class: 0.943352, Obj: 0.102593, No Obj: 0.000172, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.734586, Class: 0.992118, Obj: 0.019517, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611147, Class: 0.997712, Obj: 0.102186, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648968, Class: 0.992463, Obj: 0.011105, No Obj: 0.000059, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.452067, Class: 0.995792, Obj: 0.392433, No Obj: 0.000189, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710824, Class: 0.987517, Obj: 0.016226, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637298, Class: 0.970410, Obj: 0.140598, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.425435, Class: 0.983590, Obj: 0.020544, No Obj: 0.000043, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632279, Class: 0.996094, Obj: 0.046393, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722572, Class: 0.999258, Obj: 0.070623, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668029, Class: 0.979516, Obj: 0.064711, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.586344, Class: 0.979269, Obj: 0.048567, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1291: 0.334451, 0.457021 avg loss, 0.001000 rate, 3.905240 seconds, 82624 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684252, Class: 0.983953, Obj: 0.015721, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721344, Class: 0.921355, Obj: 0.022097, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.567877, Class: 0.992591, Obj: 0.404208, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698618, Class: 0.995192, Obj: 0.325012, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663331, Class: 0.992035, Obj: 0.098333, No Obj: 0.000049, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836736, Class: 0.991602, Obj: 0.080897, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.633300, Class: 0.988771, Obj: 0.048514, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 10 Region 82 Avg IOU: 0.357645, Class: 0.976375, Obj: 0.065459, No Obj: 0.000088, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811003, Class: 0.998449, Obj: 0.153987, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693225, Class: 0.966104, Obj: 0.195622, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772355, Class: 0.990136, Obj: 0.136840, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876226, Class: 0.998489, Obj: 0.158903, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713380, Class: 0.990777, Obj: 0.054411, No Obj: 0.000106, .5R: 0.909091, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726085, Class: 0.992985, Obj: 0.044248, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.651607, Class: 0.989166, Obj: 0.088992, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1292: 0.546504, 0.465969 avg loss, 0.001000 rate, 3.909285 seconds, 82688 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638680, Class: 0.969753, Obj: 0.013444, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.713066, Class: 0.991737, Obj: 0.029573, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.689182, Class: 0.904513, Obj: 0.009828, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.600674, Class: 0.987931, Obj: 0.004305, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718695, Class: 0.991735, Obj: 0.050329, No Obj: 0.000063, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647719, Class: 0.996996, Obj: 0.271699, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674883, Class: 0.990127, Obj: 0.148076, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715776, Class: 0.989759, Obj: 0.079372, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772864, Class: 0.995669, Obj: 0.266012, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752505, Class: 0.989795, Obj: 0.060132, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.778730, Class: 0.986504, Obj: 0.362655, No Obj: 0.000417, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833990, Class: 0.990961, Obj: 0.150763, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858586, Class: 0.994790, Obj: 0.071210, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.650091, Class: 0.986439, Obj: 0.084771, No Obj: 0.000119, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692865, Class: 0.990581, Obj: 0.045467, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1293: 0.471565, 0.466529 avg loss, 0.001000 rate, 3.902844 seconds, 82752 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.521648, Class: 0.985930, Obj: 0.050935, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597392, Class: 0.993327, Obj: 0.169707, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881838, Class: 0.998892, Obj: 0.128264, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677089, Class: 0.989408, Obj: 0.062919, No Obj: 0.000121, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.913412, Class: 0.996458, Obj: 0.135884, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600252, Class: 0.979589, Obj: 0.067172, No Obj: 0.000096, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790230, Class: 0.952053, Obj: 0.026560, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.757970, Class: 0.992235, Obj: 0.058480, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.844363, Class: 0.964209, Obj: 0.370294, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746031, Class: 0.997506, Obj: 0.197267, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743552, Class: 0.998653, Obj: 0.107246, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648059, Class: 0.986664, Obj: 0.028906, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1294: 0.347189, 0.454595 avg loss, 0.001000 rate, 3.904520 seconds, 82816 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688649, Class: 0.998503, Obj: 0.384888, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740105, Class: 0.993583, Obj: 0.214761, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689679, Class: 0.995503, Obj: 0.315610, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.687032, Class: 0.995671, Obj: 0.212915, No Obj: 0.000133, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.569119, Class: 0.954085, Obj: 0.843465, No Obj: 0.000378, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765671, Class: 0.995997, Obj: 0.053350, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648604, Class: 0.994117, Obj: 0.100691, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553061, Class: 0.965557, Obj: 0.120484, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828775, Class: 0.975683, Obj: 0.001387, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600439, Class: 0.980136, Obj: 0.313700, No Obj: 0.000117, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.719010, Class: 0.986285, Obj: 0.116367, No Obj: 0.000183, .5R: 0.916667, .75R: 0.500000, count: 12 Region 82 Avg IOU: 0.672273, Class: 0.996658, Obj: 0.627107, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.849854, Class: 0.994969, Obj: 0.004822, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833620, Class: 0.972777, Obj: 0.051363, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748405, Class: 0.987913, Obj: 0.001273, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.575510, Class: 0.987638, Obj: 0.275471, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.578537, Class: 0.976654, Obj: 0.008105, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648308, Class: 0.992335, Obj: 0.180292, No Obj: 0.000110, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1295: 0.414313, 0.450567 avg loss, 0.001000 rate, 3.904314 seconds, 82880 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701605, Class: 0.927052, Obj: 0.036691, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702039, Class: 0.996676, Obj: 0.139819, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693769, Class: 0.971223, Obj: 0.074842, No Obj: 0.000114, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639740, Class: 0.994187, Obj: 0.235912, No Obj: 0.000140, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865260, Class: 0.976896, Obj: 0.126827, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630369, Class: 0.975980, Obj: 0.033971, No Obj: 0.000096, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694617, Class: 0.992425, Obj: 0.115146, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678598, Class: 0.983040, Obj: 0.087577, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702528, Class: 0.992620, Obj: 0.022213, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760104, Class: 0.998759, Obj: 0.293201, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736353, Class: 0.990495, Obj: 0.034336, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592579, Class: 0.985349, Obj: 0.070051, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.697013, Class: 0.993912, Obj: 0.178019, No Obj: 0.000163, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1296: 0.487528, 0.454263 avg loss, 0.001000 rate, 3.906399 seconds, 82944 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691718, Class: 0.997937, Obj: 0.017195, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737858, Class: 0.992590, Obj: 0.102751, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837923, Class: 0.993050, Obj: 0.070339, No Obj: 0.000061, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786789, Class: 0.996464, Obj: 0.256117, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758351, Class: 0.997128, Obj: 0.304801, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797456, Class: 0.999432, Obj: 0.299015, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.497855, Class: 0.954946, Obj: 0.000897, No Obj: 0.000032, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759891, Class: 0.984174, Obj: 0.232263, No Obj: 0.000198, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.435003, Class: 0.990470, Obj: 0.074405, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.757150, Class: 0.958916, Obj: 0.540508, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582139, Class: 0.989119, Obj: 0.149216, No Obj: 0.000053, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643157, Class: 0.975214, Obj: 0.094080, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711975, Class: 0.996751, Obj: 0.134591, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816350, Class: 0.996474, Obj: 0.454729, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823341, Class: 0.994513, Obj: 0.243846, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1297: 0.351942, 0.444031 avg loss, 0.001000 rate, 3.901505 seconds, 83008 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773997, Class: 0.986629, Obj: 0.029576, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804391, Class: 0.996551, Obj: 0.200692, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794184, Class: 0.996696, Obj: 0.346277, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704888, Class: 0.996590, Obj: 0.325809, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849818, Class: 0.981617, Obj: 0.240194, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.640233, Class: 0.991947, Obj: 0.036853, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631414, Class: 0.993308, Obj: 0.241488, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598566, Class: 0.992680, Obj: 0.079053, No Obj: 0.000097, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640726, Class: 0.983571, Obj: 0.142428, No Obj: 0.000111, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.620253, Class: 0.984747, Obj: 0.153790, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786370, Class: 0.975084, Obj: 0.127137, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.614393, Class: 0.985472, Obj: 0.012060, No Obj: 0.000092, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630659, Class: 0.993655, Obj: 0.217985, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.617873, Class: 0.988683, Obj: 0.087212, No Obj: 0.000110, .5R: 0.727273, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807332, Class: 0.978677, Obj: 0.155486, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.730690, Class: 0.996409, Obj: 0.302302, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1298: 0.584644, 0.458092 avg loss, 0.001000 rate, 3.907552 seconds, 83072 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653303, Class: 0.963660, Obj: 0.098523, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730169, Class: 0.997007, Obj: 0.030647, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697077, Class: 0.975465, Obj: 0.400288, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.753122, Class: 0.995678, Obj: 0.060087, No Obj: 0.000081, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804229, Class: 0.997231, Obj: 0.448084, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698981, Class: 0.992507, Obj: 0.090251, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731079, Class: 0.995671, Obj: 0.137758, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587662, Class: 0.994620, Obj: 0.026063, No Obj: 0.000069, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699711, Class: 0.991771, Obj: 0.120092, No Obj: 0.000113, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617576, Class: 0.996754, Obj: 0.589156, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840774, Class: 0.995437, Obj: 0.079912, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770536, Class: 0.988206, Obj: 0.099785, No Obj: 0.000076, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1299: 0.445207, 0.456803 avg loss, 0.001000 rate, 3.902981 seconds, 83136 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770978, Class: 0.999597, Obj: 0.488316, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.438812, Class: 0.993334, Obj: 0.054526, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690266, Class: 0.992961, Obj: 0.246091, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618055, Class: 0.997501, Obj: 0.184791, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537421, Class: 0.980892, Obj: 0.027449, No Obj: 0.000073, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.735138, Class: 0.932693, Obj: 0.111537, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.624181, Class: 0.986741, Obj: 0.013712, No Obj: 0.000126, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.699844, Class: 0.989806, Obj: 0.079265, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731207, Class: 0.992638, Obj: 0.058763, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.527699, Class: 0.960667, Obj: 0.137631, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.707739, Class: 0.972335, Obj: 0.214303, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762881, Class: 0.997370, Obj: 0.163207, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551411, Class: 0.998436, Obj: 0.005622, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569174, Class: 0.993037, Obj: 0.032166, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876040, Class: 0.999338, Obj: 0.603612, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779398, Class: 0.986690, Obj: 0.181293, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1300: 0.359954, 0.447119 avg loss, 0.001000 rate, 3.904529 seconds, 83200 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543612, Class: 0.977631, Obj: 0.172053, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.756894, Class: 0.984260, Obj: 0.075688, No Obj: 0.000086, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656191, Class: 0.997139, Obj: 0.400406, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789021, Class: 0.994311, Obj: 0.070122, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.551138, Class: 0.992661, Obj: 0.564834, No Obj: 0.000313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706069, Class: 0.994723, Obj: 0.043829, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692614, Class: 0.982959, Obj: 0.091962, No Obj: 0.000122, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.645897, Class: 0.996516, Obj: 0.214427, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611876, Class: 0.994296, Obj: 0.077981, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.626446, Class: 0.968704, Obj: 0.355409, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.835517, Class: 0.997083, Obj: 0.595464, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819985, Class: 0.992372, Obj: 0.188703, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883605, Class: 0.995896, Obj: 0.239151, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742314, Class: 0.988315, Obj: 0.163097, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676017, Class: 0.993684, Obj: 0.122811, No Obj: 0.000090, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1301: 0.403322, 0.442739 avg loss, 0.001000 rate, 3.695396 seconds, 83264 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725027, Class: 0.980354, Obj: 0.074563, No Obj: 0.000100, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616387, Class: 0.971389, Obj: 0.021063, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.787563, Class: 0.992337, Obj: 0.104525, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.599696, Class: 0.970874, Obj: 0.008284, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.725283, Class: 0.999639, Obj: 0.008183, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.584762, Class: 0.904867, Obj: 0.006156, No Obj: 0.000092, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747431, Class: 0.994091, Obj: 0.000887, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866532, Class: 0.991653, Obj: 0.311091, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762393, Class: 0.991238, Obj: 0.042733, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.664466, Class: 0.939189, Obj: 0.001038, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702365, Class: 0.996025, Obj: 0.016493, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.955534, Class: 0.972674, Obj: 0.007646, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634774, Class: 0.986423, Obj: 0.063394, No Obj: 0.000073, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482124, Class: 0.993455, Obj: 0.409811, No Obj: 0.000133, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688638, Class: 0.991479, Obj: 0.040096, No Obj: 0.000115, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1302: 0.510122, 0.449477 avg loss, 0.001000 rate, 3.914478 seconds, 83328 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.636214, Class: 0.954650, Obj: 0.659185, No Obj: 0.000462, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820670, Class: 0.972774, Obj: 0.081524, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659688, Class: 0.988191, Obj: 0.180931, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.634233, Class: 0.986071, Obj: 0.077533, No Obj: 0.000365, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682670, Class: 0.989313, Obj: 0.029511, No Obj: 0.000068, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800252, Class: 0.995017, Obj: 0.329185, No Obj: 0.000169, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.765955, Class: 0.993065, Obj: 0.556403, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749992, Class: 0.984627, Obj: 0.123650, No Obj: 0.000090, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864024, Class: 0.912641, Obj: 0.000474, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600188, Class: 0.995909, Obj: 0.263615, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.329384, Class: 0.970804, Obj: 0.002059, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871656, Class: 0.995922, Obj: 0.282448, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768887, Class: 0.989224, Obj: 0.099240, No Obj: 0.000171, .5R: 1.000000, .75R: 0.750000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766464, Class: 0.990618, Obj: 0.080453, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733092, Class: 0.983660, Obj: 0.188087, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620002, Class: 0.976053, Obj: 0.017012, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.744951, Class: 0.992643, Obj: 0.063439, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1303: 0.470083, 0.451538 avg loss, 0.001000 rate, 3.937201 seconds, 83392 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.577668, Class: 0.989107, Obj: 0.073864, No Obj: 0.000182, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839856, Class: 0.954746, Obj: 0.076111, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782976, Class: 0.996696, Obj: 0.061399, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639323, Class: 0.994247, Obj: 0.068383, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667255, Class: 0.980522, Obj: 0.080764, No Obj: 0.000122, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677130, Class: 0.994830, Obj: 0.291033, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.637780, Class: 0.989433, Obj: 0.105617, No Obj: 0.000143, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678797, Class: 0.993546, Obj: 0.193767, No Obj: 0.000115, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711203, Class: 0.988248, Obj: 0.029810, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809296, Class: 0.991693, Obj: 0.209649, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567635, Class: 0.955785, Obj: 0.008892, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709885, Class: 0.991778, Obj: 0.174891, No Obj: 0.000145, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643624, Class: 0.998304, Obj: 0.646904, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1304: 0.521035, 0.458487 avg loss, 0.001000 rate, 3.904001 seconds, 83456 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528091, Class: 0.997303, Obj: 0.068249, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.375322, Class: 0.868558, Obj: 0.200782, No Obj: 0.000296, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732591, Class: 0.996170, Obj: 0.109965, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.890807, Class: 0.996273, Obj: 0.188352, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895369, Class: 0.991859, Obj: 0.016461, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782862, Class: 0.987216, Obj: 0.280943, No Obj: 0.000229, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818004, Class: 0.998270, Obj: 0.082849, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754567, Class: 0.993746, Obj: 0.116539, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624462, Class: 0.996697, Obj: 0.169116, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.842836, Class: 0.996084, Obj: 0.114033, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627043, Class: 0.988315, Obj: 0.012276, No Obj: 0.000104, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.825062, Class: 0.925453, Obj: 0.139678, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.591884, Class: 0.995552, Obj: 0.124368, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678218, Class: 0.994322, Obj: 0.119844, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1305: 0.329561, 0.445595 avg loss, 0.001000 rate, 3.907590 seconds, 83520 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766882, Class: 0.997821, Obj: 0.317940, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720719, Class: 0.994245, Obj: 0.110523, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727115, Class: 0.988117, Obj: 0.016649, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786292, Class: 0.988425, Obj: 0.041169, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.648412, Class: 0.963144, Obj: 0.162242, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.687088, Class: 0.999763, Obj: 0.339804, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830226, Class: 0.990618, Obj: 0.078408, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717549, Class: 0.999034, Obj: 0.261066, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752311, Class: 0.991930, Obj: 0.197692, No Obj: 0.000150, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799200, Class: 0.998271, Obj: 0.515973, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.644210, Class: 0.973796, Obj: 0.055890, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.824700, Class: 0.999569, Obj: 0.236047, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820147, Class: 0.993765, Obj: 0.005327, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690858, Class: 0.987435, Obj: 0.081951, No Obj: 0.000109, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.689934, Class: 0.970083, Obj: 0.275318, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.804949, Class: 0.998482, Obj: 0.274108, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.641501, Class: 0.989865, Obj: 0.035785, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1306: 0.377200, 0.438755 avg loss, 0.001000 rate, 3.910897 seconds, 83584 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879452, Class: 0.995155, Obj: 0.030757, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821644, Class: 0.993533, Obj: 0.062736, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662590, Class: 0.989210, Obj: 0.171830, No Obj: 0.000086, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701327, Class: 0.998715, Obj: 0.161142, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.618715, Class: 0.990619, Obj: 0.116589, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753228, Class: 0.988218, Obj: 0.058112, No Obj: 0.000069, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755376, Class: 0.979844, Obj: 0.154072, No Obj: 0.000120, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786456, Class: 0.992023, Obj: 0.071477, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706402, Class: 0.999514, Obj: 0.722287, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676408, Class: 0.990253, Obj: 0.005961, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791084, Class: 0.993203, Obj: 0.073726, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.474068, Class: 0.988729, Obj: 0.107005, No Obj: 0.000084, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1307: 0.417626, 0.436642 avg loss, 0.001000 rate, 3.912985 seconds, 83648 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.574409, Class: 0.941494, Obj: 0.207435, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746681, Class: 0.988768, Obj: 0.008163, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629631, Class: 0.983864, Obj: 0.000077, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863405, Class: 0.993608, Obj: 0.032279, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755898, Class: 0.989285, Obj: 0.059531, No Obj: 0.000075, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.678794, Class: 0.957340, Obj: 0.037255, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.635979, Class: 0.985090, Obj: 0.063482, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.645468, Class: 0.996860, Obj: 0.105329, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849810, Class: 0.994272, Obj: 0.007487, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720071, Class: 0.988309, Obj: 0.113162, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749840, Class: 0.996874, Obj: 0.096556, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716869, Class: 0.983073, Obj: 0.090045, No Obj: 0.000085, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.438551, Class: 0.998416, Obj: 0.021010, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644935, Class: 0.996643, Obj: 0.227791, No Obj: 0.000090, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653809, Class: 0.998692, Obj: 0.079471, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.751468, Class: 0.988111, Obj: 0.152744, No Obj: 0.000124, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646428, Class: 0.991586, Obj: 0.008759, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731353, Class: 0.989593, Obj: 0.103349, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1308: 0.421111, 0.435089 avg loss, 0.001000 rate, 3.913743 seconds, 83712 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566714, Class: 0.993887, Obj: 0.039297, No Obj: 0.000124, .5R: 0.625000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847996, Class: 0.993078, Obj: 0.143300, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.577521, Class: 0.986278, Obj: 0.051064, No Obj: 0.000052, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934921, Class: 0.993913, Obj: 0.021980, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701377, Class: 0.995589, Obj: 0.047403, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756750, Class: 0.995835, Obj: 0.307294, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708833, Class: 0.974770, Obj: 0.161973, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620677, Class: 0.989940, Obj: 0.032351, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.597082, Class: 0.992340, Obj: 0.145150, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610379, Class: 0.992980, Obj: 0.005791, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.602420, Class: 0.966592, Obj: 0.083170, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667340, Class: 0.998097, Obj: 0.219987, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.597565, Class: 0.980351, Obj: 0.005877, No Obj: 0.000034, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1309: 0.480959, 0.439676 avg loss, 0.001000 rate, 3.912499 seconds, 83776 images Loaded: 0.000079 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839246, Class: 0.957104, Obj: 0.029100, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813692, Class: 0.996365, Obj: 0.155394, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659740, Class: 0.991831, Obj: 0.080772, No Obj: 0.000107, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726085, Class: 0.994034, Obj: 0.138741, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681988, Class: 0.963511, Obj: 0.012313, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691308, Class: 0.988235, Obj: 0.065708, No Obj: 0.000078, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636677, Class: 0.991207, Obj: 0.343840, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.726081, Class: 0.994953, Obj: 0.130639, No Obj: 0.000112, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732165, Class: 0.992121, Obj: 0.062434, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806768, Class: 0.987817, Obj: 0.022983, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.727917, Class: 0.676924, Obj: 0.002140, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.882248, Class: 0.986212, Obj: 0.346358, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.654437, Class: 0.978252, Obj: 0.000174, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705221, Class: 0.984651, Obj: 0.107975, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.758679, Class: 0.995225, Obj: 0.182271, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1310: 0.416660, 0.437375 avg loss, 0.001000 rate, 3.926065 seconds, 83840 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754981, Class: 0.996040, Obj: 0.235520, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755705, Class: 0.993824, Obj: 0.134018, No Obj: 0.000110, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779156, Class: 0.985901, Obj: 0.151049, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.625560, Class: 0.986756, Obj: 0.049365, No Obj: 0.000117, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.755908, Class: 0.973677, Obj: 0.027476, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862528, Class: 0.959584, Obj: 0.000678, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632585, Class: 0.839334, Obj: 0.047903, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.656263, Class: 0.985205, Obj: 0.092738, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817090, Class: 0.992746, Obj: 0.047545, No Obj: 0.000102, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.410372, Class: 0.987101, Obj: 0.096455, No Obj: 0.000116, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708734, Class: 0.986735, Obj: 0.085290, No Obj: 0.000083, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896823, Class: 0.984999, Obj: 0.403310, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665042, Class: 0.987914, Obj: 0.202933, No Obj: 0.000115, .5R: 0.714286, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1311: 0.533130, 0.446950 avg loss, 0.001000 rate, 3.926232 seconds, 83904 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681081, Class: 0.995499, Obj: 0.254308, No Obj: 0.000098, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798701, Class: 0.922328, Obj: 0.000446, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750755, Class: 0.998280, Obj: 0.035228, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730947, Class: 0.995556, Obj: 0.025561, No Obj: 0.000278, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.635304, Class: 0.981225, Obj: 0.131890, No Obj: 0.000106, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721181, Class: 0.976614, Obj: 0.069428, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.792039, Class: 0.993621, Obj: 0.034184, No Obj: 0.000099, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773004, Class: 0.987568, Obj: 0.158554, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.504600, Class: 0.988313, Obj: 0.012918, No Obj: 0.000054, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836083, Class: 0.981307, Obj: 0.092414, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805640, Class: 0.992364, Obj: 0.291134, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758596, Class: 0.991910, Obj: 0.314166, No Obj: 0.000174, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.471186, Class: 0.975699, Obj: 0.005823, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571853, Class: 0.981725, Obj: 0.022762, No Obj: 0.000167, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.620811, Class: 0.990497, Obj: 0.019608, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1312: 0.573722, 0.459627 avg loss, 0.001000 rate, 3.934298 seconds, 83968 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690734, Class: 0.991333, Obj: 0.040242, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814957, Class: 0.999718, Obj: 0.951307, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649460, Class: 0.989013, Obj: 0.073183, No Obj: 0.000098, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623702, Class: 0.996543, Obj: 0.212411, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631121, Class: 0.994891, Obj: 0.112364, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784483, Class: 0.987142, Obj: 0.085594, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.575023, Class: 0.975570, Obj: 0.010158, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760214, Class: 0.984374, Obj: 0.374080, No Obj: 0.000304, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721676, Class: 0.996131, Obj: 0.173925, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644600, Class: 0.993114, Obj: 0.052323, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633717, Class: 0.937947, Obj: 0.368674, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.724754, Class: 0.993033, Obj: 0.022615, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1313: 0.456429, 0.459307 avg loss, 0.001000 rate, 3.937987 seconds, 84032 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.403035, Class: 0.755258, Obj: 0.004699, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.606878, Class: 0.974735, Obj: 0.070928, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.544053, Class: 0.995193, Obj: 0.125396, No Obj: 0.000052, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.696348, Class: 0.975427, Obj: 0.206344, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.628347, Class: 0.986826, Obj: 0.004211, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651511, Class: 0.987840, Obj: 0.002278, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.530965, Class: 0.948687, Obj: 0.254810, No Obj: 0.000300, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.667402, Class: 0.973795, Obj: 0.068548, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601983, Class: 0.991819, Obj: 0.023411, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671169, Class: 0.974517, Obj: 0.142490, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.864312, Class: 0.996591, Obj: 0.427157, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593528, Class: 0.991978, Obj: 0.209472, No Obj: 0.000180, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.619877, Class: 0.992606, Obj: 0.014967, No Obj: 0.000052, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.856900, Class: 0.996908, Obj: 0.609208, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736479, Class: 0.997821, Obj: 0.270072, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699844, Class: 0.996251, Obj: 0.093575, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716032, Class: 0.999843, Obj: 0.151698, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668977, Class: 0.992860, Obj: 0.033849, No Obj: 0.000096, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.601062, Class: 0.961376, Obj: 0.010137, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.907997, Class: 0.988463, Obj: 0.286793, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734757, Class: 0.992928, Obj: 0.037471, No Obj: 0.000069, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1314: 0.528767, 0.466253 avg loss, 0.001000 rate, 3.932929 seconds, 84096 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883289, Class: 0.992669, Obj: 0.019873, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706743, Class: 0.992676, Obj: 0.148620, No Obj: 0.000111, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739185, Class: 0.983314, Obj: 0.354591, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.721479, Class: 0.996368, Obj: 0.087705, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799764, Class: 0.995051, Obj: 0.112300, No Obj: 0.000138, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.766529, Class: 0.969422, Obj: 0.072308, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.872424, Class: 0.998702, Obj: 0.307327, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760534, Class: 0.995876, Obj: 0.239058, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686387, Class: 0.995675, Obj: 0.309328, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.602424, Class: 0.994777, Obj: 0.080212, No Obj: 0.000107, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.509052, Class: 0.912884, Obj: 0.000265, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780857, Class: 0.978285, Obj: 0.245226, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766652, Class: 0.993316, Obj: 0.207307, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.480972, Class: 0.999119, Obj: 0.552577, No Obj: 0.000122, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648747, Class: 0.996257, Obj: 0.043397, No Obj: 0.000086, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742459, Class: 0.999538, Obj: 0.624216, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643498, Class: 0.995283, Obj: 0.119735, No Obj: 0.000088, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1315: 0.460766, 0.465705 avg loss, 0.001000 rate, 3.921676 seconds, 84160 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722881, Class: 0.999483, Obj: 0.727326, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.633307, Class: 0.993419, Obj: 0.053418, No Obj: 0.000088, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647348, Class: 0.992972, Obj: 0.006573, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702751, Class: 0.980177, Obj: 0.158547, No Obj: 0.000352, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.704030, Class: 0.983436, Obj: 0.129700, No Obj: 0.000106, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688410, Class: 0.997154, Obj: 0.160417, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802591, Class: 0.979294, Obj: 0.013936, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665965, Class: 0.996488, Obj: 0.084691, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627610, Class: 0.990784, Obj: 0.065214, No Obj: 0.000063, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550743, Class: 0.989101, Obj: 0.351336, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.861179, Class: 0.992975, Obj: 0.015047, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.641361, Class: 0.979832, Obj: 0.020744, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.597416, Class: 0.998039, Obj: 0.062267, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774451, Class: 0.994397, Obj: 0.096348, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1316: 0.399542, 0.459088 avg loss, 0.001000 rate, 3.923650 seconds, 84224 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519554, Class: 0.946123, Obj: 0.007462, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661837, Class: 0.990933, Obj: 0.096796, No Obj: 0.000066, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677677, Class: 0.985713, Obj: 0.008207, No Obj: 0.000052, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731835, Class: 0.975219, Obj: 0.008613, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723931, Class: 0.992829, Obj: 0.041942, No Obj: 0.000053, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629558, Class: 0.998063, Obj: 0.080128, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679214, Class: 0.994846, Obj: 0.094468, No Obj: 0.000129, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.684804, Class: 0.985197, Obj: 0.031233, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563621, Class: 0.992562, Obj: 0.106800, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776308, Class: 0.996100, Obj: 0.122620, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685923, Class: 0.997112, Obj: 0.194970, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.560791, Class: 0.989180, Obj: 0.043037, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1317: 0.462300, 0.459410 avg loss, 0.001000 rate, 3.915233 seconds, 84288 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860123, Class: 0.995192, Obj: 0.019076, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667763, Class: 0.993945, Obj: 0.080048, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813268, Class: 0.998843, Obj: 0.392881, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.830016, Class: 0.996923, Obj: 0.082193, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677629, Class: 0.990566, Obj: 0.119528, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656217, Class: 0.997406, Obj: 0.102023, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.518366, Class: 0.995713, Obj: 0.033190, No Obj: 0.000098, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635756, Class: 0.988632, Obj: 0.007231, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631633, Class: 0.991477, Obj: 0.087537, No Obj: 0.000061, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800169, Class: 0.938694, Obj: 0.099039, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725789, Class: 0.993087, Obj: 0.034935, No Obj: 0.000098, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.639768, Class: 0.936817, Obj: 0.076584, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.633476, Class: 0.940180, Obj: 0.036542, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654355, Class: 0.995991, Obj: 0.000290, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.900747, Class: 0.997325, Obj: 0.045263, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1318: 0.509445, 0.464413 avg loss, 0.001000 rate, 3.913930 seconds, 84352 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764205, Class: 0.993521, Obj: 0.152487, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681655, Class: 0.998784, Obj: 0.578626, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699685, Class: 0.994624, Obj: 0.169904, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761086, Class: 0.989096, Obj: 0.221247, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645901, Class: 0.995541, Obj: 0.044417, No Obj: 0.000077, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.742438, Class: 0.989953, Obj: 0.327619, No Obj: 0.000291, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.811519, Class: 0.954473, Obj: 0.125159, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.881732, Class: 0.993145, Obj: 0.015188, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.905387, Class: 0.983138, Obj: 0.049640, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.668694, Class: 0.974661, Obj: 0.143629, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791780, Class: 0.993518, Obj: 0.144044, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845678, Class: 0.998409, Obj: 0.365577, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693428, Class: 0.993083, Obj: 0.083328, No Obj: 0.000123, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.525566, Class: 0.934916, Obj: 0.005126, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.739092, Class: 0.980991, Obj: 0.000893, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759468, Class: 0.990734, Obj: 0.038405, No Obj: 0.000090, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607679, Class: 0.995000, Obj: 0.095526, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653569, Class: 0.989334, Obj: 0.101036, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1319: 0.436815, 0.461653 avg loss, 0.001000 rate, 3.917237 seconds, 84416 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759182, Class: 0.971694, Obj: 0.183016, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.628202, Class: 0.993370, Obj: 0.122593, No Obj: 0.000129, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611196, Class: 0.994851, Obj: 0.036647, No Obj: 0.000064, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.561133, Class: 0.854094, Obj: 0.002370, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.588645, Class: 0.958433, Obj: 0.010654, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657196, Class: 0.989005, Obj: 0.097206, No Obj: 0.000107, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732771, Class: 0.995929, Obj: 0.308583, No Obj: 0.000265, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.629884, Class: 0.996920, Obj: 0.155410, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823314, Class: 0.986288, Obj: 0.074388, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691672, Class: 0.990940, Obj: 0.172062, No Obj: 0.000126, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810715, Class: 0.998668, Obj: 0.103195, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770884, Class: 0.992833, Obj: 0.163937, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618091, Class: 0.994169, Obj: 0.053024, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689475, Class: 0.983469, Obj: 0.252440, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689598, Class: 0.993486, Obj: 0.129784, No Obj: 0.000117, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1320: 0.537471, 0.469235 avg loss, 0.001000 rate, 3.905702 seconds, 84480 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787490, Class: 0.998201, Obj: 0.408495, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631396, Class: 0.988923, Obj: 0.079909, No Obj: 0.000098, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.837899, Class: 0.924391, Obj: 0.002274, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.678199, Class: 0.951101, Obj: 0.142345, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.787340, Class: 0.991411, Obj: 0.144928, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664522, Class: 0.993999, Obj: 0.328765, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.788252, Class: 0.991040, Obj: 0.148030, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.831628, Class: 0.991760, Obj: 0.213010, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.738155, Class: 0.936869, Obj: 0.133062, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748508, Class: 0.995390, Obj: 0.199827, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.560425, Class: 0.978025, Obj: 0.116899, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789189, Class: 0.996168, Obj: 0.035545, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.747411, Class: 0.893564, Obj: 0.008697, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.686572, Class: 0.974636, Obj: 0.015299, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.672218, Class: 0.981185, Obj: 0.046577, No Obj: 0.000109, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.715353, Class: 0.935314, Obj: 0.379806, No Obj: 0.000276, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.640397, Class: 0.974614, Obj: 0.191882, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.655011, Class: 0.999587, Obj: 0.062901, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1321: 0.476735, 0.469985 avg loss, 0.001000 rate, 3.923864 seconds, 84544 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786640, Class: 0.984371, Obj: 0.299257, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738630, Class: 0.979837, Obj: 0.108818, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.661005, Class: 0.922996, Obj: 0.017142, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766519, Class: 0.982270, Obj: 0.051070, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557470, Class: 0.997045, Obj: 0.067091, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748508, Class: 0.992136, Obj: 0.067515, No Obj: 0.000142, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754517, Class: 0.994234, Obj: 0.227708, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823509, Class: 0.990275, Obj: 0.314528, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782121, Class: 0.996328, Obj: 0.377888, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765257, Class: 0.992895, Obj: 0.150499, No Obj: 0.000136, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765268, Class: 0.993499, Obj: 0.092323, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614088, Class: 0.999035, Obj: 0.473014, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823350, Class: 0.987348, Obj: 0.037088, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1322: 0.328734, 0.455860 avg loss, 0.001000 rate, 3.903538 seconds, 84608 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845414, Class: 0.991315, Obj: 0.324723, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660307, Class: 0.995978, Obj: 0.062467, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.505900, Class: 0.991607, Obj: 0.036019, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000364, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573532, Class: 0.995526, Obj: 0.373949, No Obj: 0.000083, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567374, Class: 0.995418, Obj: 0.046003, No Obj: 0.000069, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852014, Class: 0.996252, Obj: 0.580841, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762699, Class: 0.994228, Obj: 0.094248, No Obj: 0.000138, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.668148, Class: 0.843045, Obj: 0.118865, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.612017, Class: 0.978022, Obj: 0.115263, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.497010, Class: 0.985722, Obj: 0.025797, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694409, Class: 0.982381, Obj: 0.349262, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642439, Class: 0.994128, Obj: 0.106069, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883444, Class: 0.999835, Obj: 0.119590, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655958, Class: 0.992028, Obj: 0.036788, No Obj: 0.000127, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1323: 0.518424, 0.462116 avg loss, 0.001000 rate, 3.906692 seconds, 84672 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.381995, Class: 0.967315, Obj: 0.213387, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.849950, Class: 0.992363, Obj: 0.101528, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769247, Class: 0.991520, Obj: 0.197209, No Obj: 0.000158, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693989, Class: 0.993804, Obj: 0.072393, No Obj: 0.000102, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601484, Class: 0.994191, Obj: 0.096129, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.471764, Class: 0.997029, Obj: 0.127566, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722451, Class: 0.987180, Obj: 0.127678, No Obj: 0.000250, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659809, Class: 0.992712, Obj: 0.129264, No Obj: 0.000055, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865449, Class: 0.997744, Obj: 0.450048, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673743, Class: 0.990776, Obj: 0.245554, No Obj: 0.000124, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562745, Class: 0.961350, Obj: 0.009457, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775796, Class: 0.991291, Obj: 0.148020, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591029, Class: 0.983966, Obj: 0.180069, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633971, Class: 0.985272, Obj: 0.032752, No Obj: 0.000135, .5R: 0.800000, .75R: 0.200000, count: 10 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1324: 0.496049, 0.465510 avg loss, 0.001000 rate, 3.902679 seconds, 84736 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759860, Class: 0.995299, Obj: 0.097636, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842873, Class: 0.996472, Obj: 0.558933, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766443, Class: 0.989655, Obj: 0.167602, No Obj: 0.000117, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866563, Class: 0.997567, Obj: 0.112716, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672167, Class: 0.990766, Obj: 0.029491, No Obj: 0.000080, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851739, Class: 0.996251, Obj: 0.024405, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752635, Class: 0.994425, Obj: 0.076510, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.751541, Class: 0.987935, Obj: 0.003195, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635184, Class: 0.993630, Obj: 0.110227, No Obj: 0.000097, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668819, Class: 0.985449, Obj: 0.200592, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664856, Class: 0.995982, Obj: 0.232396, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.681471, Class: 0.982468, Obj: 0.059611, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.748616, Class: 0.996960, Obj: 0.452944, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.778625, Class: 0.985381, Obj: 0.057920, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706081, Class: 0.992137, Obj: 0.140232, No Obj: 0.000176, .5R: 0.916667, .75R: 0.416667, count: 12 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1325: 0.448501, 0.463809 avg loss, 0.001000 rate, 3.901571 seconds, 84800 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697463, Class: 0.993487, Obj: 0.112725, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.887041, Class: 0.995185, Obj: 0.183684, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798224, Class: 0.995006, Obj: 0.314247, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761851, Class: 0.992053, Obj: 0.103174, No Obj: 0.000111, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.863529, Class: 0.992005, Obj: 0.066356, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.763742, Class: 0.984878, Obj: 0.275963, No Obj: 0.000201, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.477099, Class: 0.998087, Obj: 0.012795, No Obj: 0.000034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706337, Class: 0.980686, Obj: 0.209640, No Obj: 0.000174, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.447111, Class: 0.971584, Obj: 0.081123, No Obj: 0.000030, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.485451, Class: 0.976343, Obj: 0.000611, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.715304, Class: 0.976891, Obj: 0.170545, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690778, Class: 0.985916, Obj: 0.090638, No Obj: 0.000069, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689840, Class: 0.999166, Obj: 0.115427, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.748297, Class: 0.997059, Obj: 0.853869, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.657328, Class: 0.995463, Obj: 0.198141, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1326: 0.411226, 0.458551 avg loss, 0.001000 rate, 3.903530 seconds, 84864 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870519, Class: 0.961342, Obj: 0.012228, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730084, Class: 0.990309, Obj: 0.078047, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745454, Class: 0.996104, Obj: 0.226106, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.531280, Class: 0.986574, Obj: 0.000550, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770231, Class: 0.994969, Obj: 0.768878, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.866867, Class: 0.997364, Obj: 0.040340, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738544, Class: 0.989275, Obj: 0.125919, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.870449, Class: 0.988608, Obj: 0.132985, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.676474, Class: 0.978859, Obj: 0.770711, No Obj: 0.000340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.710361, Class: 0.995948, Obj: 0.197217, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672970, Class: 0.986869, Obj: 0.031023, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607321, Class: 0.990819, Obj: 0.048554, No Obj: 0.000037, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.517225, Class: 0.770779, Obj: 0.013037, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659435, Class: 0.969843, Obj: 0.138594, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656518, Class: 0.990328, Obj: 0.079777, No Obj: 0.000081, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785483, Class: 0.998868, Obj: 0.315004, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.470455, Class: 0.992567, Obj: 0.072949, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1327: 0.300920, 0.442788 avg loss, 0.001000 rate, 3.906401 seconds, 84928 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598525, Class: 0.819000, Obj: 0.000119, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669425, Class: 0.994744, Obj: 0.140089, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798151, Class: 0.996476, Obj: 0.333768, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687926, Class: 0.992252, Obj: 0.228196, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675698, Class: 0.988604, Obj: 0.071275, No Obj: 0.000060, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694805, Class: 0.997457, Obj: 0.180547, No Obj: 0.000094, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669672, Class: 0.979629, Obj: 0.138159, No Obj: 0.000114, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.574138, Class: 0.986166, Obj: 0.030947, No Obj: 0.000027, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.362751, Class: 0.998100, Obj: 0.002410, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654137, Class: 0.993540, Obj: 0.120372, No Obj: 0.000109, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740465, Class: 0.993484, Obj: 0.226721, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1328: 0.361192, 0.434628 avg loss, 0.001000 rate, 3.901853 seconds, 84992 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846652, Class: 0.962717, Obj: 0.009761, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743061, Class: 0.990941, Obj: 0.101120, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.639672, Class: 0.988361, Obj: 0.066776, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.767903, Class: 0.975192, Obj: 0.034199, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.691749, Class: 0.985658, Obj: 0.166943, No Obj: 0.000131, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747657, Class: 0.986752, Obj: 0.251905, No Obj: 0.000288, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.706345, Class: 0.995532, Obj: 0.166098, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740865, Class: 0.983555, Obj: 0.036530, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642306, Class: 0.994204, Obj: 0.135051, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800002, Class: 0.997679, Obj: 0.594021, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724410, Class: 0.996149, Obj: 0.420453, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.498001, Class: 0.995176, Obj: 0.000485, No Obj: 0.000058, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618177, Class: 0.985567, Obj: 0.222951, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858520, Class: 0.998915, Obj: 0.687246, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724325, Class: 0.996075, Obj: 0.253598, No Obj: 0.000150, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1329: 0.326431, 0.423808 avg loss, 0.001000 rate, 3.905128 seconds, 85056 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630669, Class: 0.979743, Obj: 0.019960, No Obj: 0.000072, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847258, Class: 0.992680, Obj: 0.168852, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724759, Class: 0.997175, Obj: 0.025755, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665578, Class: 0.994523, Obj: 0.170524, No Obj: 0.000090, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.573164, Class: 0.965313, Obj: 0.053243, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734370, Class: 0.993611, Obj: 0.025303, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.802696, Class: 0.996297, Obj: 0.640081, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.816271, Class: 0.993386, Obj: 0.453872, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675410, Class: 0.989737, Obj: 0.004091, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577711, Class: 0.984449, Obj: 0.017873, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760564, Class: 0.994811, Obj: 0.055429, No Obj: 0.000078, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827222, Class: 0.997383, Obj: 0.554992, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.515457, Class: 0.991471, Obj: 0.048437, No Obj: 0.000093, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809303, Class: 0.999812, Obj: 0.664843, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786964, Class: 0.992624, Obj: 0.211762, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1330: 0.467039, 0.428131 avg loss, 0.001000 rate, 3.904485 seconds, 85120 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.578676, Class: 0.941611, Obj: 0.003834, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.735848, Class: 0.995902, Obj: 0.170784, No Obj: 0.000211, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.688616, Class: 0.994334, Obj: 0.321118, No Obj: 0.000107, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641262, Class: 0.989612, Obj: 0.056164, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702011, Class: 0.985275, Obj: 0.125422, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534711, Class: 0.985526, Obj: 0.020849, No Obj: 0.000051, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.626368, Class: 0.966143, Obj: 0.066679, No Obj: 0.000253, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719993, Class: 0.997273, Obj: 0.166071, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667317, Class: 0.994087, Obj: 0.041307, No Obj: 0.000089, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718172, Class: 0.994762, Obj: 0.037945, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.798531, Class: 0.955275, Obj: 0.302428, No Obj: 0.000444, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687646, Class: 0.968609, Obj: 0.209347, No Obj: 0.000164, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.628947, Class: 0.978531, Obj: 0.136642, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766620, Class: 0.992452, Obj: 0.085152, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1331: 0.398063, 0.425124 avg loss, 0.001000 rate, 3.899975 seconds, 85184 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792299, Class: 0.998188, Obj: 0.313642, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661788, Class: 0.994959, Obj: 0.275983, No Obj: 0.000111, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733204, Class: 0.993855, Obj: 0.234741, No Obj: 0.000220, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800135, Class: 0.999109, Obj: 0.564181, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607344, Class: 0.991862, Obj: 0.155813, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705454, Class: 0.984717, Obj: 0.276422, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.644789, Class: 0.978574, Obj: 0.022631, No Obj: 0.000065, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.641228, Class: 0.910238, Obj: 0.001199, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765053, Class: 0.998121, Obj: 0.175847, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742684, Class: 0.996109, Obj: 0.226614, No Obj: 0.000139, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699649, Class: 0.990378, Obj: 0.196556, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893517, Class: 0.985869, Obj: 0.093591, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.653771, Class: 0.995947, Obj: 0.092693, No Obj: 0.000105, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.685498, Class: 0.992982, Obj: 0.406572, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759181, Class: 0.988188, Obj: 0.105283, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.757087, Class: 0.996978, Obj: 0.196174, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1332: 0.444907, 0.427103 avg loss, 0.001000 rate, 3.904705 seconds, 85248 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.865076, Class: 0.992078, Obj: 0.165320, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.659951, Class: 0.978199, Obj: 0.278394, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.655487, Class: 0.996713, Obj: 0.034997, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.748058, Class: 0.969546, Obj: 0.278800, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.595303, Class: 0.947009, Obj: 0.002726, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732006, Class: 0.989371, Obj: 0.072885, No Obj: 0.000138, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.694047, Class: 0.849517, Obj: 0.008781, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.563029, Class: 0.972980, Obj: 0.001143, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649212, Class: 0.980756, Obj: 0.056294, No Obj: 0.000060, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719646, Class: 0.983103, Obj: 0.043251, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668767, Class: 0.990399, Obj: 0.053121, No Obj: 0.000052, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711074, Class: 0.994658, Obj: 0.138988, No Obj: 0.000129, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690982, Class: 0.996946, Obj: 0.233093, No Obj: 0.000107, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.670234, Class: 0.991571, Obj: 0.364726, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728101, Class: 0.960231, Obj: 0.073989, No Obj: 0.000139, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.646332, Class: 0.990236, Obj: 0.034724, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752881, Class: 0.994514, Obj: 0.503626, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780811, Class: 0.990570, Obj: 0.123430, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1333: 0.533666, 0.437759 avg loss, 0.001000 rate, 3.903001 seconds, 85312 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862579, Class: 0.988257, Obj: 0.131638, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795861, Class: 0.997277, Obj: 0.524001, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.563130, Class: 0.993228, Obj: 0.138928, No Obj: 0.000555, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.639422, Class: 0.976538, Obj: 0.094098, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.663156, Class: 0.993144, Obj: 0.099850, No Obj: 0.000086, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707037, Class: 0.997566, Obj: 0.648089, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705221, Class: 0.998256, Obj: 0.217078, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743573, Class: 0.993306, Obj: 0.297133, No Obj: 0.000190, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633446, Class: 0.996365, Obj: 0.042892, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697485, Class: 0.996582, Obj: 0.011380, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620951, Class: 0.974234, Obj: 0.100196, No Obj: 0.000093, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.630733, Class: 0.955724, Obj: 0.737731, No Obj: 0.000543, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768989, Class: 0.994553, Obj: 0.210260, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730655, Class: 0.994692, Obj: 0.196771, No Obj: 0.000114, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1334: 0.411126, 0.435096 avg loss, 0.001000 rate, 3.904990 seconds, 85376 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751944, Class: 0.990017, Obj: 0.225298, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.508498, Class: 0.997378, Obj: 0.040817, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737809, Class: 0.981461, Obj: 0.036111, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.690050, Class: 0.960024, Obj: 0.235199, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700785, Class: 0.989644, Obj: 0.259014, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.703508, Class: 0.988697, Obj: 0.320925, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790655, Class: 0.997105, Obj: 0.341197, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800907, Class: 0.985263, Obj: 0.064620, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.602274, Class: 0.993588, Obj: 0.138322, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706731, Class: 0.997411, Obj: 0.206310, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673324, Class: 0.986214, Obj: 0.201212, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582452, Class: 0.986930, Obj: 0.108150, No Obj: 0.000108, .5R: 0.777778, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691973, Class: 0.996735, Obj: 0.021117, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.481203, Class: 0.919959, Obj: 0.035382, No Obj: 0.000056, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1335: 0.398866, 0.431473 avg loss, 0.001000 rate, 3.904059 seconds, 85440 images Loaded: 0.000081 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890160, Class: 0.943988, Obj: 0.022635, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708548, Class: 0.994105, Obj: 0.195045, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745254, Class: 0.995114, Obj: 0.117614, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600430, Class: 0.987131, Obj: 0.091377, No Obj: 0.000141, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.752391, Class: 0.994266, Obj: 0.125108, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603905, Class: 0.997503, Obj: 0.099139, No Obj: 0.000082, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605893, Class: 0.985173, Obj: 0.026008, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721819, Class: 0.989847, Obj: 0.103667, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752450, Class: 0.993613, Obj: 0.343083, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791624, Class: 0.992697, Obj: 0.323449, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.614528, Class: 0.995059, Obj: 0.055030, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782539, Class: 0.996442, Obj: 0.153675, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1336: 0.335578, 0.421883 avg loss, 0.001000 rate, 3.884017 seconds, 85504 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677266, Class: 0.998081, Obj: 0.022892, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692535, Class: 0.994714, Obj: 0.096584, No Obj: 0.000072, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641900, Class: 0.999646, Obj: 0.495440, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710113, Class: 0.995678, Obj: 0.037141, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.370802, Class: 0.806219, Obj: 0.000577, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.490845, Class: 0.994819, Obj: 0.125271, No Obj: 0.000113, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.777692, Class: 0.994188, Obj: 0.219959, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.449881, Class: 0.971393, Obj: 0.011711, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.553895, Class: 0.994665, Obj: 0.087943, No Obj: 0.000110, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778908, Class: 0.973530, Obj: 0.208466, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791310, Class: 0.995454, Obj: 0.012749, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648145, Class: 0.987111, Obj: 0.024106, No Obj: 0.000077, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1337: 0.394866, 0.419182 avg loss, 0.001000 rate, 3.896924 seconds, 85568 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622222, Class: 0.995397, Obj: 0.150718, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694667, Class: 0.996454, Obj: 0.062117, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736837, Class: 0.994776, Obj: 0.188715, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689632, Class: 0.988127, Obj: 0.026345, No Obj: 0.000121, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772520, Class: 0.997463, Obj: 0.275564, No Obj: 0.000158, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.716355, Class: 0.991902, Obj: 0.137716, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.386513, Class: 0.986061, Obj: 0.019189, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768709, Class: 0.995048, Obj: 0.564634, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801942, Class: 0.992093, Obj: 0.079262, No Obj: 0.000077, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603838, Class: 0.970327, Obj: 0.274712, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719557, Class: 0.997872, Obj: 0.147312, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860933, Class: 0.999518, Obj: 0.624215, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743636, Class: 0.997003, Obj: 0.257723, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1338: 0.353528, 0.412616 avg loss, 0.001000 rate, 3.888429 seconds, 85632 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684258, Class: 0.992869, Obj: 0.117173, No Obj: 0.000213, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.665221, Class: 0.984054, Obj: 0.069779, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.770594, Class: 0.994249, Obj: 0.398690, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761850, Class: 0.994339, Obj: 0.121858, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.820064, Class: 0.992536, Obj: 0.078062, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.796522, Class: 0.998019, Obj: 0.508915, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818405, Class: 0.997695, Obj: 0.329014, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587822, Class: 0.992316, Obj: 0.113368, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715783, Class: 0.910203, Obj: 0.004826, No Obj: 0.000022, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758633, Class: 0.995513, Obj: 0.069200, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709783, Class: 0.990508, Obj: 0.016051, No Obj: 0.000048, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697039, Class: 0.984313, Obj: 0.355035, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.656782, Class: 0.983258, Obj: 0.141109, No Obj: 0.000081, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683097, Class: 0.990898, Obj: 0.165849, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.645538, Class: 0.993161, Obj: 0.077561, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1339: 0.539195, 0.425274 avg loss, 0.001000 rate, 3.903416 seconds, 85696 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.806196, Class: 0.993199, Obj: 0.067763, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.685552, Class: 0.997399, Obj: 0.682077, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.842725, Class: 0.996779, Obj: 0.039381, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769273, Class: 0.989705, Obj: 0.016316, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.554208, Class: 0.985150, Obj: 0.024332, No Obj: 0.000085, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782903, Class: 0.995786, Obj: 0.150387, No Obj: 0.000110, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822690, Class: 0.998420, Obj: 0.001775, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860806, Class: 0.972758, Obj: 0.193220, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710227, Class: 0.996380, Obj: 0.198908, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.506141, Class: 0.966825, Obj: 0.004693, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.896775, Class: 0.992517, Obj: 0.685315, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799896, Class: 0.985009, Obj: 0.204686, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.626256, Class: 0.995970, Obj: 0.812413, No Obj: 0.000348, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863815, Class: 0.994436, Obj: 0.035353, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.585673, Class: 0.996994, Obj: 0.899015, No Obj: 0.000394, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738674, Class: 0.974647, Obj: 0.032945, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681255, Class: 0.992864, Obj: 0.053595, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1340: 0.392549, 0.422002 avg loss, 0.001000 rate, 3.906612 seconds, 85760 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719800, Class: 0.990499, Obj: 0.125087, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669706, Class: 0.996185, Obj: 0.017155, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.658974, Class: 0.960359, Obj: 0.605629, No Obj: 0.000538, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.618654, Class: 0.979490, Obj: 0.308715, No Obj: 0.000317, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.577472, Class: 0.997584, Obj: 0.158965, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689829, Class: 0.996832, Obj: 0.345278, No Obj: 0.000107, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761441, Class: 0.977502, Obj: 0.129210, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.603661, Class: 0.995128, Obj: 0.084322, No Obj: 0.000100, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.636095, Class: 0.980901, Obj: 0.017297, No Obj: 0.000297, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.743407, Class: 0.947496, Obj: 0.143179, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618281, Class: 0.984502, Obj: 0.004756, No Obj: 0.000048, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707448, Class: 0.992675, Obj: 0.136199, No Obj: 0.000154, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.606155, Class: 0.973381, Obj: 0.000591, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.808308, Class: 0.987020, Obj: 0.596872, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826222, Class: 0.952140, Obj: 0.000160, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668742, Class: 0.991720, Obj: 0.018376, No Obj: 0.000069, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758665, Class: 0.988004, Obj: 0.184626, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.633660, Class: 0.991922, Obj: 0.054582, No Obj: 0.000113, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1341: 0.505453, 0.430347 avg loss, 0.001000 rate, 3.904959 seconds, 85824 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.318255, Class: 0.475844, Obj: 0.000003, No Obj: 0.000013, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639046, Class: 0.990700, Obj: 0.180728, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.742971, Class: 0.982713, Obj: 0.235942, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719908, Class: 0.972556, Obj: 0.261111, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695369, Class: 0.991165, Obj: 0.128586, No Obj: 0.000144, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693066, Class: 0.995618, Obj: 0.169981, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704587, Class: 0.993083, Obj: 0.407450, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715979, Class: 0.995346, Obj: 0.225834, No Obj: 0.000123, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843946, Class: 0.994742, Obj: 0.006345, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787369, Class: 0.995412, Obj: 0.112601, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772868, Class: 0.996453, Obj: 0.313981, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758826, Class: 0.997795, Obj: 0.258994, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.531808, Class: 0.994382, Obj: 0.174018, No Obj: 0.000073, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.774230, Class: 0.992719, Obj: 0.006058, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.675224, Class: 0.983558, Obj: 0.174618, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.704785, Class: 0.992626, Obj: 0.125934, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1342: 0.366371, 0.423949 avg loss, 0.001000 rate, 3.921055 seconds, 85888 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815733, Class: 0.979431, Obj: 0.020549, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.705463, Class: 0.989953, Obj: 0.088528, No Obj: 0.000121, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.917634, Class: 0.996251, Obj: 0.526511, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814565, Class: 0.980830, Obj: 0.110491, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777373, Class: 0.995591, Obj: 0.076155, No Obj: 0.000060, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.653289, Class: 0.990079, Obj: 0.187458, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681913, Class: 0.993698, Obj: 0.486557, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588184, Class: 0.988290, Obj: 0.013835, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722716, Class: 0.988778, Obj: 0.117673, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722490, Class: 0.989210, Obj: 0.068495, No Obj: 0.000103, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764390, Class: 0.993499, Obj: 0.038527, No Obj: 0.000068, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785738, Class: 0.982933, Obj: 0.175274, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.682301, Class: 0.993801, Obj: 0.025580, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.646929, Class: 0.991987, Obj: 0.624880, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.615986, Class: 0.996584, Obj: 0.034293, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.522401, Class: 0.994409, Obj: 0.177918, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865440, Class: 0.982407, Obj: 0.048744, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698679, Class: 0.993851, Obj: 0.049824, No Obj: 0.000116, .5R: 1.000000, .75R: 0.222222, count: 9 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1343: 0.496899, 0.431244 avg loss, 0.001000 rate, 3.905794 seconds, 85952 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677062, Class: 0.992289, Obj: 0.102646, No Obj: 0.000132, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.641358, Class: 0.993735, Obj: 0.434940, No Obj: 0.000261, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.859399, Class: 0.985786, Obj: 0.006395, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764918, Class: 0.993931, Obj: 0.007794, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917877, Class: 0.999576, Obj: 0.020010, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712055, Class: 0.993717, Obj: 0.126774, No Obj: 0.000125, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843808, Class: 0.994844, Obj: 0.415878, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618117, Class: 0.996580, Obj: 0.173136, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658958, Class: 0.931989, Obj: 0.018613, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.587023, Class: 0.982845, Obj: 0.055622, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556094, Class: 0.984697, Obj: 0.013724, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700950, Class: 0.988106, Obj: 0.055276, No Obj: 0.000067, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718108, Class: 0.997748, Obj: 0.057090, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649575, Class: 0.992980, Obj: 0.021020, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646861, Class: 0.988799, Obj: 0.017698, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.399156, Class: 0.992609, Obj: 0.011477, No Obj: 0.000071, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1344: 0.468938, 0.435014 avg loss, 0.001000 rate, 3.905523 seconds, 86016 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823417, Class: 0.994991, Obj: 0.447520, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692242, Class: 0.950038, Obj: 0.077874, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755870, Class: 0.992995, Obj: 0.159746, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541151, Class: 0.999226, Obj: 0.028173, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598794, Class: 0.990340, Obj: 0.037865, No Obj: 0.000073, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587580, Class: 0.961425, Obj: 0.074392, No Obj: 0.000122, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.614693, Class: 0.989023, Obj: 0.596885, No Obj: 0.000259, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.706398, Class: 0.972840, Obj: 0.165669, No Obj: 0.000187, .5R: 0.800000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.756771, Class: 0.982599, Obj: 0.147929, No Obj: 0.000133, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.609967, Class: 0.996834, Obj: 0.554117, No Obj: 0.000414, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.840569, Class: 0.998374, Obj: 0.091213, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709335, Class: 0.999458, Obj: 0.091618, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765663, Class: 0.978190, Obj: 0.151297, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651141, Class: 0.996999, Obj: 0.201757, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601780, Class: 0.972981, Obj: 0.000070, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581494, Class: 0.993062, Obj: 0.059227, No Obj: 0.000100, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1345: 0.428631, 0.434375 avg loss, 0.001000 rate, 3.906505 seconds, 86080 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747907, Class: 0.993725, Obj: 0.132513, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599857, Class: 0.982441, Obj: 0.000917, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692450, Class: 0.995699, Obj: 0.075390, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697691, Class: 0.990695, Obj: 0.095109, No Obj: 0.000042, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843307, Class: 0.997785, Obj: 0.101567, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718156, Class: 0.992807, Obj: 0.158732, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856419, Class: 0.989881, Obj: 0.006205, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676969, Class: 0.998094, Obj: 0.059225, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592609, Class: 0.997472, Obj: 0.040434, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614518, Class: 0.996066, Obj: 0.100782, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594739, Class: 0.996833, Obj: 0.001688, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.518295, Class: 0.965671, Obj: 0.000867, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1346: 0.217986, 0.412736 avg loss, 0.001000 rate, 3.905871 seconds, 86144 images Loaded: 0.000090 seconds Region 82 Avg IOU: 0.688037, Class: 0.827143, Obj: 0.000411, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612321, Class: 0.995161, Obj: 0.094752, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754436, Class: 0.993423, Obj: 0.140849, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889222, Class: 0.995720, Obj: 0.006297, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676746, Class: 0.999722, Obj: 0.859028, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666159, Class: 0.992546, Obj: 0.035709, No Obj: 0.000045, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733838, Class: 0.988826, Obj: 0.288043, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.674892, Class: 0.993894, Obj: 0.067207, No Obj: 0.000067, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796380, Class: 0.998737, Obj: 0.216713, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.916291, Class: 0.987880, Obj: 0.072978, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.896133, Class: 0.946052, Obj: 0.001632, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.609051, Class: 0.822006, Obj: 0.000068, No Obj: 0.000107, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.718631, Class: 0.989214, Obj: 0.068363, No Obj: 0.000094, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.775809, Class: 0.858496, Obj: 0.140535, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702571, Class: 0.989920, Obj: 0.026394, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1347: 0.405438, 0.412006 avg loss, 0.001000 rate, 3.906396 seconds, 86208 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835137, Class: 0.954061, Obj: 0.160544, No Obj: 0.000208, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.605573, Class: 0.988358, Obj: 0.075297, No Obj: 0.000047, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781627, Class: 0.995537, Obj: 0.844403, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689606, Class: 0.991314, Obj: 0.114755, No Obj: 0.000076, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760723, Class: 0.980330, Obj: 0.398435, No Obj: 0.000254, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.482015, Class: 0.974840, Obj: 0.000434, No Obj: 0.000030, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745497, Class: 0.998611, Obj: 0.549214, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795761, Class: 0.988331, Obj: 0.067036, No Obj: 0.000055, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603240, Class: 0.987641, Obj: 0.074070, No Obj: 0.000069, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.639689, Class: 0.938188, Obj: 0.004040, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.778577, Class: 0.999678, Obj: 0.051739, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639874, Class: 0.992883, Obj: 0.117445, No Obj: 0.000094, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648657, Class: 0.997053, Obj: 0.114111, No Obj: 0.000085, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.557510, Class: 0.987755, Obj: 0.069341, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1348: 0.498539, 0.420660 avg loss, 0.001000 rate, 3.921624 seconds, 86272 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652209, Class: 0.859445, Obj: 0.000159, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581406, Class: 0.989023, Obj: 0.160714, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502543, Class: 0.982877, Obj: 0.004891, No Obj: 0.000041, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757963, Class: 0.946888, Obj: 0.004495, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736256, Class: 0.996572, Obj: 0.105842, No Obj: 0.000081, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.425983, Class: 0.967393, Obj: 0.001832, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648033, Class: 0.991900, Obj: 0.084795, No Obj: 0.000069, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780532, Class: 0.993456, Obj: 0.526953, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702030, Class: 0.981264, Obj: 0.023757, No Obj: 0.000050, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628836, Class: 0.998484, Obj: 0.196755, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668918, Class: 0.995761, Obj: 0.037766, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.392380, Class: 0.847577, Obj: 0.000114, No Obj: 0.000069, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733292, Class: 0.993512, Obj: 0.058267, No Obj: 0.000037, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699425, Class: 0.999214, Obj: 0.163818, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1349: 0.391943, 0.417788 avg loss, 0.001000 rate, 3.914426 seconds, 86336 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845776, Class: 0.998260, Obj: 0.440153, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724855, Class: 0.998120, Obj: 0.024706, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.667663, Class: 0.992772, Obj: 0.138175, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787922, Class: 0.999567, Obj: 0.166508, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880715, Class: 0.995152, Obj: 0.008287, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547128, Class: 0.940014, Obj: 0.003480, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784899, Class: 0.995304, Obj: 0.121340, No Obj: 0.000103, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764522, Class: 0.992895, Obj: 0.192316, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788900, Class: 0.992638, Obj: 0.029842, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710199, Class: 0.951527, Obj: 0.022093, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682683, Class: 0.969166, Obj: 0.008801, No Obj: 0.000053, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780548, Class: 0.994558, Obj: 0.122096, No Obj: 0.000163, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.668386, Class: 0.993499, Obj: 0.050903, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697592, Class: 0.977321, Obj: 0.222781, No Obj: 0.000180, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.681494, Class: 0.920647, Obj: 0.162147, No Obj: 0.000098, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798431, Class: 0.999300, Obj: 0.236545, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693765, Class: 0.984896, Obj: 0.017614, No Obj: 0.000057, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1350: 0.402745, 0.416284 avg loss, 0.001000 rate, 3.920390 seconds, 86400 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.686509, Class: 0.968985, Obj: 0.502260, No Obj: 0.000411, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783922, Class: 0.995777, Obj: 0.120105, No Obj: 0.000066, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.606442, Class: 0.990186, Obj: 0.027080, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783005, Class: 0.996279, Obj: 0.095697, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771576, Class: 0.990746, Obj: 0.067689, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.734063, Class: 0.993760, Obj: 0.011046, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812292, Class: 0.995093, Obj: 0.031925, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747651, Class: 0.992843, Obj: 0.332565, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.842658, Class: 0.994014, Obj: 0.170193, No Obj: 0.000143, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.561122, Class: 0.986526, Obj: 0.002507, No Obj: 0.000183, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.438541, Class: 0.925779, Obj: 0.002939, No Obj: 0.000145, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745737, Class: 0.931042, Obj: 0.064881, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815274, Class: 0.962896, Obj: 0.021450, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671517, Class: 0.984456, Obj: 0.009796, No Obj: 0.000053, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790447, Class: 0.975625, Obj: 0.206203, No Obj: 0.000238, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.604506, Class: 0.997043, Obj: 0.052743, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1351: 0.411644, 0.415820 avg loss, 0.001000 rate, 3.914528 seconds, 86464 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860600, Class: 0.987129, Obj: 0.078868, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696967, Class: 0.993708, Obj: 0.136789, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866967, Class: 0.997201, Obj: 0.211247, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706875, Class: 0.995842, Obj: 0.024945, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.562880, Class: 0.986954, Obj: 0.046589, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.588402, Class: 0.998066, Obj: 0.007335, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769693, Class: 0.991589, Obj: 0.132936, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705219, Class: 0.971978, Obj: 0.080004, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.414840, Class: 0.986929, Obj: 0.010117, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681439, Class: 0.992883, Obj: 0.081693, No Obj: 0.000059, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796556, Class: 0.989461, Obj: 0.242324, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717650, Class: 0.998286, Obj: 0.191812, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622755, Class: 0.889389, Obj: 0.162943, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.750822, Class: 0.998168, Obj: 0.165886, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611847, Class: 0.975453, Obj: 0.021465, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.737670, Class: 0.994871, Obj: 0.190925, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1352: 0.383789, 0.412617 avg loss, 0.001000 rate, 3.913349 seconds, 86528 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770502, Class: 0.993577, Obj: 0.290064, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741595, Class: 0.998202, Obj: 0.712046, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.572601, Class: 0.988215, Obj: 0.009020, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796076, Class: 0.986588, Obj: 0.021638, No Obj: 0.000077, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718682, Class: 0.994297, Obj: 0.165709, No Obj: 0.000205, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596666, Class: 0.868834, Obj: 0.002699, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724662, Class: 0.991407, Obj: 0.065251, No Obj: 0.000065, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781693, Class: 0.997161, Obj: 0.654433, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828279, Class: 0.998090, Obj: 0.336650, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.507974, Class: 0.986438, Obj: 0.231338, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760358, Class: 0.988667, Obj: 0.168133, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845687, Class: 0.997625, Obj: 0.087537, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1353: 0.324403, 0.403795 avg loss, 0.001000 rate, 3.924301 seconds, 86592 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.680856, Class: 0.993315, Obj: 0.262983, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615194, Class: 0.993894, Obj: 0.324295, No Obj: 0.000139, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868129, Class: 0.998326, Obj: 0.398751, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785703, Class: 0.996569, Obj: 0.212356, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.912965, Class: 0.989826, Obj: 0.512395, No Obj: 0.000447, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811435, Class: 0.982014, Obj: 0.113190, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.562708, Class: 0.996109, Obj: 0.165382, No Obj: 0.000092, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777107, Class: 0.996413, Obj: 0.460279, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839139, Class: 0.987425, Obj: 0.145243, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715906, Class: 0.993629, Obj: 0.106645, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711498, Class: 0.993713, Obj: 0.331348, No Obj: 0.000208, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880645, Class: 0.985188, Obj: 0.005847, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.513810, Class: 0.986783, Obj: 0.037735, No Obj: 0.000081, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740705, Class: 0.996765, Obj: 0.047626, No Obj: 0.000092, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1354: 0.461670, 0.409583 avg loss, 0.001000 rate, 3.923621 seconds, 86656 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774504, Class: 0.995234, Obj: 0.254887, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.798242, Class: 0.994371, Obj: 0.201359, No Obj: 0.000152, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766178, Class: 0.987141, Obj: 0.201097, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598097, Class: 0.989219, Obj: 0.004801, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722218, Class: 0.997926, Obj: 0.636486, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826390, Class: 0.998027, Obj: 0.477985, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525995, Class: 0.992164, Obj: 0.078939, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.621391, Class: 0.968633, Obj: 0.441750, No Obj: 0.000416, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.772440, Class: 0.989616, Obj: 0.118417, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.686192, Class: 0.998756, Obj: 0.453022, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831919, Class: 0.982686, Obj: 0.191397, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724700, Class: 0.986471, Obj: 0.106513, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688626, Class: 0.941510, Obj: 0.092733, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.856591, Class: 0.998540, Obj: 0.072824, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1355: 0.310389, 0.399663 avg loss, 0.001000 rate, 3.923640 seconds, 86720 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819614, Class: 0.997435, Obj: 0.273636, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.828259, Class: 0.992916, Obj: 0.158076, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.858829, Class: 0.999547, Obj: 0.244386, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644047, Class: 0.996660, Obj: 0.012579, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838798, Class: 0.998367, Obj: 0.411918, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801188, Class: 0.990309, Obj: 0.082157, No Obj: 0.000105, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667335, Class: 0.964191, Obj: 0.038550, No Obj: 0.000033, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.802229, Class: 0.966874, Obj: 0.192123, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.757998, Class: 0.893626, Obj: 0.001123, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734686, Class: 0.968684, Obj: 0.034405, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719258, Class: 0.995561, Obj: 0.120926, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791914, Class: 0.989991, Obj: 0.066247, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721607, Class: 0.963177, Obj: 0.265825, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.638961, Class: 0.988643, Obj: 0.273525, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1356: 0.278007, 0.387498 avg loss, 0.001000 rate, 3.924883 seconds, 86784 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.709025, Class: 0.971118, Obj: 0.039015, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.525349, Class: 0.997519, Obj: 0.660960, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688155, Class: 0.996934, Obj: 0.214942, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.624982, Class: 0.968484, Obj: 0.453510, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707408, Class: 0.987557, Obj: 0.097052, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873227, Class: 0.993980, Obj: 0.030642, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767672, Class: 0.995961, Obj: 0.053663, No Obj: 0.000078, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670945, Class: 0.992598, Obj: 0.101048, No Obj: 0.000059, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905739, Class: 0.978849, Obj: 0.171783, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657032, Class: 0.993111, Obj: 0.178764, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686347, Class: 0.994500, Obj: 0.101708, No Obj: 0.000059, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813550, Class: 0.986631, Obj: 0.040484, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651713, Class: 0.993190, Obj: 0.111649, No Obj: 0.000088, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.610692, Class: 0.994651, Obj: 0.152386, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645122, Class: 0.993528, Obj: 0.044615, No Obj: 0.000077, .5R: 0.714286, .75R: 0.285714, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1357: 0.533150, 0.402063 avg loss, 0.001000 rate, 3.933736 seconds, 86848 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.592873, Class: 0.937335, Obj: 0.061955, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.657387, Class: 0.979992, Obj: 0.013083, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.659548, Class: 0.991924, Obj: 0.018967, No Obj: 0.000079, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741595, Class: 0.992622, Obj: 0.018828, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.748951, Class: 0.991783, Obj: 0.044893, No Obj: 0.000094, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878144, Class: 0.999117, Obj: 0.047100, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932185, Class: 0.996496, Obj: 0.532340, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722736, Class: 0.996066, Obj: 0.212493, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802532, Class: 0.973343, Obj: 0.003399, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707207, Class: 0.997971, Obj: 0.196540, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736577, Class: 0.981617, Obj: 0.081256, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722833, Class: 0.996118, Obj: 0.094032, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630060, Class: 0.992314, Obj: 0.018377, No Obj: 0.000062, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1358: 0.513161, 0.413173 avg loss, 0.001000 rate, 3.931708 seconds, 86912 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627542, Class: 0.998474, Obj: 0.251839, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536024, Class: 0.988721, Obj: 0.233823, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.709494, Class: 0.993985, Obj: 0.148433, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760460, Class: 0.991914, Obj: 0.236202, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725819, Class: 0.996866, Obj: 0.253849, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731802, Class: 0.996577, Obj: 0.092326, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.587089, Class: 0.993554, Obj: 0.126476, No Obj: 0.000165, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687464, Class: 0.998926, Obj: 0.415657, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722784, Class: 0.996112, Obj: 0.113023, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730018, Class: 0.999300, Obj: 0.421743, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680472, Class: 0.997136, Obj: 0.262880, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673744, Class: 0.988483, Obj: 0.098357, No Obj: 0.000127, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.683737, Class: 0.989007, Obj: 0.019799, No Obj: 0.000059, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1359: 0.438405, 0.415696 avg loss, 0.001000 rate, 3.946363 seconds, 86976 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735820, Class: 0.986684, Obj: 0.241927, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824977, Class: 0.994480, Obj: 0.065096, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.919203, Class: 0.985905, Obj: 0.056155, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.433454, Class: 0.995084, Obj: 0.005306, No Obj: 0.000074, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766186, Class: 0.992980, Obj: 0.182673, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.393616, Class: 0.875823, Obj: 0.007629, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.733317, Class: 0.986002, Obj: 0.280730, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607483, Class: 0.989765, Obj: 0.013694, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636191, Class: 0.993224, Obj: 0.252599, No Obj: 0.000197, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533056, Class: 0.996403, Obj: 0.770202, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757613, Class: 0.996068, Obj: 0.170404, No Obj: 0.000126, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722126, Class: 0.991158, Obj: 0.106483, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805479, Class: 0.999396, Obj: 0.151621, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.582133, Class: 0.991578, Obj: 0.217839, No Obj: 0.000142, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761211, Class: 0.997157, Obj: 0.196810, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1360: 0.457931, 0.419919 avg loss, 0.001000 rate, 3.929810 seconds, 87040 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579376, Class: 0.983323, Obj: 0.070932, No Obj: 0.000075, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747051, Class: 0.988810, Obj: 0.097489, No Obj: 0.000125, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776435, Class: 0.998369, Obj: 0.561677, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731313, Class: 0.997262, Obj: 0.375676, No Obj: 0.000181, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.603551, Class: 0.952325, Obj: 0.279214, No Obj: 0.000262, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.865036, Class: 0.973421, Obj: 0.221042, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802887, Class: 0.993406, Obj: 0.060792, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642266, Class: 0.957075, Obj: 0.053374, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.661241, Class: 0.990790, Obj: 0.107094, No Obj: 0.000159, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779294, Class: 0.996173, Obj: 0.633885, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681144, Class: 0.989402, Obj: 0.081742, No Obj: 0.000112, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504045, Class: 0.987097, Obj: 0.084113, No Obj: 0.000084, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740771, Class: 0.993216, Obj: 0.102263, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 10 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1361: 0.608553, 0.438783 avg loss, 0.001000 rate, 3.928229 seconds, 87104 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.738898, Class: 0.994107, Obj: 0.064263, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688587, Class: 0.995878, Obj: 0.722455, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.599516, Class: 0.995797, Obj: 0.211297, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822680, Class: 0.994198, Obj: 0.034138, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757976, Class: 0.991351, Obj: 0.198137, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682597, Class: 0.986589, Obj: 0.105162, No Obj: 0.000110, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889615, Class: 0.999526, Obj: 0.490781, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694804, Class: 0.917904, Obj: 0.020428, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737609, Class: 0.995388, Obj: 0.161389, No Obj: 0.000113, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662795, Class: 0.992504, Obj: 0.120665, No Obj: 0.000086, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.781395, Class: 0.981980, Obj: 0.019335, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801828, Class: 0.981871, Obj: 0.013496, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.694775, Class: 0.976950, Obj: 0.105617, No Obj: 0.000174, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.722473, Class: 0.972228, Obj: 0.016819, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688067, Class: 0.994345, Obj: 0.088639, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1362: 0.461157, 0.441020 avg loss, 0.001000 rate, 3.927895 seconds, 87168 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595096, Class: 0.995886, Obj: 0.069458, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798855, Class: 0.998142, Obj: 0.163315, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582323, Class: 0.999738, Obj: 0.196688, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772498, Class: 0.995835, Obj: 0.158951, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639468, Class: 0.984365, Obj: 0.079025, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662489, Class: 0.975929, Obj: 0.011082, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724241, Class: 0.992774, Obj: 0.047849, No Obj: 0.000075, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.680883, Class: 0.986988, Obj: 0.019144, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677369, Class: 0.988246, Obj: 0.002582, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681566, Class: 0.997007, Obj: 0.079227, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872115, Class: 0.999375, Obj: 0.500656, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614090, Class: 0.991284, Obj: 0.176397, No Obj: 0.000124, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883829, Class: 0.998128, Obj: 0.212710, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694329, Class: 0.990168, Obj: 0.021592, No Obj: 0.000078, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1363: 0.442292, 0.441147 avg loss, 0.001000 rate, 3.921555 seconds, 87232 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707807, Class: 0.997461, Obj: 0.195349, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774706, Class: 0.985143, Obj: 0.052044, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657244, Class: 0.998366, Obj: 0.046626, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703313, Class: 0.998784, Obj: 0.001548, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767063, Class: 0.984258, Obj: 0.199077, No Obj: 0.000128, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672853, Class: 0.997455, Obj: 0.171545, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.615658, Class: 0.993629, Obj: 0.086428, No Obj: 0.000083, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639097, Class: 0.997719, Obj: 0.232078, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.723678, Class: 0.996530, Obj: 0.121094, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753800, Class: 0.995302, Obj: 0.195140, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739746, Class: 0.994601, Obj: 0.186190, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684279, Class: 0.994696, Obj: 0.243392, No Obj: 0.000146, .5R: 1.000000, .75R: 0.250000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1364: 0.372473, 0.434280 avg loss, 0.001000 rate, 3.923799 seconds, 87296 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605766, Class: 0.980197, Obj: 0.215030, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752632, Class: 0.998082, Obj: 0.158884, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738249, Class: 0.978057, Obj: 0.007668, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.552352, Class: 0.990574, Obj: 0.050497, No Obj: 0.000091, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661730, Class: 0.987693, Obj: 0.025572, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681178, Class: 0.996431, Obj: 0.194592, No Obj: 0.000117, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575600, Class: 0.879713, Obj: 0.180314, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668303, Class: 0.993441, Obj: 0.030727, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836849, Class: 0.996315, Obj: 0.129918, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821594, Class: 0.993463, Obj: 0.050680, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869663, Class: 0.995138, Obj: 0.090342, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816238, Class: 0.998641, Obj: 0.265318, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807870, Class: 0.995431, Obj: 0.242271, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1365: 0.402350, 0.431087 avg loss, 0.001000 rate, 3.908769 seconds, 87360 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.529801, Class: 0.992226, Obj: 0.286473, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753250, Class: 0.991237, Obj: 0.130313, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601949, Class: 0.984519, Obj: 0.084633, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774645, Class: 0.998090, Obj: 0.710294, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784076, Class: 0.997656, Obj: 0.005533, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.509800, Class: 0.996077, Obj: 0.240584, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.726808, Class: 0.962895, Obj: 0.090010, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.863292, Class: 0.998837, Obj: 0.131922, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772114, Class: 0.997659, Obj: 0.296714, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.769449, Class: 0.989040, Obj: 0.054791, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.653358, Class: 0.988970, Obj: 0.000382, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656204, Class: 0.995297, Obj: 0.074961, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867906, Class: 0.991462, Obj: 0.035295, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537669, Class: 0.984211, Obj: 0.000224, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800966, Class: 0.995981, Obj: 0.174804, No Obj: 0.000077, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569781, Class: 0.998373, Obj: 0.013637, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.455803, Class: 0.986089, Obj: 0.014552, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1366: 0.350993, 0.423078 avg loss, 0.001000 rate, 3.899575 seconds, 87424 images Loaded: 0.000073 seconds Region 82 Avg IOU: 0.652977, Class: 0.996395, Obj: 0.753560, No Obj: 0.000404, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626597, Class: 0.995426, Obj: 0.027209, No Obj: 0.000029, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537840, Class: 0.995471, Obj: 0.430184, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630348, Class: 0.993665, Obj: 0.048619, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.598106, Class: 0.973289, Obj: 0.015886, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.664535, Class: 0.997688, Obj: 0.115312, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721805, Class: 0.993817, Obj: 0.045032, No Obj: 0.000067, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825528, Class: 0.983712, Obj: 0.060130, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.417869, Class: 0.993515, Obj: 0.021118, No Obj: 0.000077, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.475057, Class: 0.982907, Obj: 0.144131, No Obj: 0.000139, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.787801, Class: 0.996381, Obj: 0.098935, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.605945, Class: 0.808365, Obj: 0.022865, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.634864, Class: 0.998182, Obj: 0.268256, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.610703, Class: 0.995864, Obj: 0.118376, No Obj: 0.000097, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739333, Class: 0.995939, Obj: 0.168458, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.401226, Class: 0.961282, Obj: 0.000036, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.451733, Class: 0.931571, Obj: 0.000601, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.854039, Class: 0.979524, Obj: 0.221816, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718839, Class: 0.996416, Obj: 0.160899, No Obj: 0.000085, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1367: 0.465462, 0.427316 avg loss, 0.001000 rate, 3.925099 seconds, 87488 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565830, Class: 0.998991, Obj: 0.008941, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616382, Class: 0.991303, Obj: 0.011267, No Obj: 0.000079, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672075, Class: 0.993464, Obj: 0.035687, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802726, Class: 0.998582, Obj: 0.690589, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735759, Class: 0.993497, Obj: 0.073598, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625397, Class: 0.989289, Obj: 0.177144, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.633313, Class: 0.979627, Obj: 0.041160, No Obj: 0.000098, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.772592, Class: 0.989888, Obj: 0.510668, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725058, Class: 0.995875, Obj: 0.055069, No Obj: 0.000055, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646824, Class: 0.980673, Obj: 0.022946, No Obj: 0.000068, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756669, Class: 0.981018, Obj: 0.485237, No Obj: 0.000225, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.702964, Class: 0.994675, Obj: 0.121174, No Obj: 0.000080, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546073, Class: 0.998294, Obj: 0.133728, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.779319, Class: 0.996123, Obj: 0.184592, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1368: 0.492544, 0.433839 avg loss, 0.001000 rate, 3.923492 seconds, 87552 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777289, Class: 0.998970, Obj: 0.006372, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618669, Class: 0.995669, Obj: 0.110602, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631781, Class: 0.995611, Obj: 0.105943, No Obj: 0.000103, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860332, Class: 0.998343, Obj: 0.290273, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653248, Class: 0.989579, Obj: 0.041104, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.704804, Class: 0.994663, Obj: 0.084004, No Obj: 0.000070, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667400, Class: 0.996870, Obj: 0.289574, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695283, Class: 0.999858, Obj: 0.118141, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767003, Class: 0.995318, Obj: 0.059626, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683180, Class: 0.999269, Obj: 0.659676, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726618, Class: 0.996914, Obj: 0.040305, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775222, Class: 0.999313, Obj: 0.550399, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693909, Class: 0.993000, Obj: 0.140907, No Obj: 0.000080, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1369: 0.353319, 0.425787 avg loss, 0.001000 rate, 3.919943 seconds, 87616 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607486, Class: 0.982429, Obj: 0.256303, No Obj: 0.000279, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.690255, Class: 0.993991, Obj: 0.039044, No Obj: 0.000116, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889591, Class: 0.996870, Obj: 0.616900, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720918, Class: 0.995634, Obj: 0.038527, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.805179, Class: 0.997581, Obj: 0.653614, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.544309, Class: 0.932541, Obj: 0.005243, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615805, Class: 0.996037, Obj: 0.377502, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666786, Class: 0.999861, Obj: 0.451360, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713405, Class: 0.996401, Obj: 0.230728, No Obj: 0.000150, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630842, Class: 0.998735, Obj: 0.161379, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722645, Class: 0.987289, Obj: 0.111642, No Obj: 0.000178, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714385, Class: 0.998523, Obj: 0.632585, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660636, Class: 0.998721, Obj: 0.542273, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754690, Class: 0.999515, Obj: 0.427694, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800424, Class: 0.997407, Obj: 0.459832, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.542094, Class: 0.993489, Obj: 0.028151, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1370: 0.393840, 0.422592 avg loss, 0.001000 rate, 3.925039 seconds, 87680 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.807069, Class: 0.947556, Obj: 0.058784, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666735, Class: 0.994360, Obj: 0.096370, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720501, Class: 0.974756, Obj: 0.078764, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.841457, Class: 0.995829, Obj: 0.135324, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746812, Class: 0.999679, Obj: 0.430577, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.332568, Class: 0.990222, Obj: 0.043213, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700552, Class: 0.994697, Obj: 0.084213, No Obj: 0.000111, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.702302, Class: 0.993402, Obj: 0.775893, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828607, Class: 0.996793, Obj: 0.115647, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635809, Class: 0.995987, Obj: 0.365946, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721152, Class: 0.982085, Obj: 0.006937, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752441, Class: 0.999265, Obj: 0.586256, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794067, Class: 0.997582, Obj: 0.233341, No Obj: 0.000159, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.649162, Class: 0.978602, Obj: 0.098677, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706508, Class: 0.994228, Obj: 0.063650, No Obj: 0.000152, .5R: 0.900000, .75R: 0.400000, count: 10 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1371: 0.380939, 0.418427 avg loss, 0.001000 rate, 3.911318 seconds, 87744 images Loaded: 0.000079 seconds Region 82 Avg IOU: 0.638027, Class: 0.992861, Obj: 0.003458, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670013, Class: 0.993841, Obj: 0.240567, No Obj: 0.000163, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712159, Class: 0.997749, Obj: 0.156580, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.556688, Class: 0.985675, Obj: 0.097646, No Obj: 0.000076, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704076, Class: 0.997531, Obj: 0.131950, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824364, Class: 0.996285, Obj: 0.322816, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787597, Class: 0.987441, Obj: 0.099963, No Obj: 0.000142, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631022, Class: 0.975741, Obj: 0.029388, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655934, Class: 0.993783, Obj: 0.152710, No Obj: 0.000106, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.543496, Class: 0.977553, Obj: 0.427970, No Obj: 0.000414, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745321, Class: 0.998074, Obj: 0.299356, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753452, Class: 0.996488, Obj: 0.286335, No Obj: 0.000144, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731604, Class: 0.998712, Obj: 0.523408, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725345, Class: 0.995991, Obj: 0.170962, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686716, Class: 0.964695, Obj: 0.078252, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774010, Class: 0.996616, Obj: 0.024693, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1372: 0.480708, 0.424655 avg loss, 0.001000 rate, 3.926526 seconds, 87808 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808121, Class: 0.995085, Obj: 0.242234, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.852542, Class: 0.993552, Obj: 0.325402, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698464, Class: 0.999048, Obj: 0.352104, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650938, Class: 0.991431, Obj: 0.228479, No Obj: 0.000154, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679476, Class: 0.995304, Obj: 0.111913, No Obj: 0.000135, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724720, Class: 0.985051, Obj: 0.007894, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762680, Class: 0.992082, Obj: 0.088211, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.405880, Class: 0.976539, Obj: 0.039406, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631236, Class: 0.995995, Obj: 0.125705, No Obj: 0.000102, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864096, Class: 0.995624, Obj: 0.206439, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.572055, Class: 0.989304, Obj: 0.081575, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923571, Class: 0.982287, Obj: 0.414163, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680301, Class: 0.983755, Obj: 0.064384, No Obj: 0.000106, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767691, Class: 0.994797, Obj: 0.242453, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1373: 0.456270, 0.427816 avg loss, 0.001000 rate, 3.917340 seconds, 87872 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.479472, Class: 0.999382, Obj: 0.113979, No Obj: 0.000152, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673673, Class: 0.994220, Obj: 0.206169, No Obj: 0.000116, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646448, Class: 0.942889, Obj: 0.001017, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725251, Class: 0.995142, Obj: 0.177836, No Obj: 0.000152, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617888, Class: 0.995993, Obj: 0.085387, No Obj: 0.000086, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581170, Class: 0.967412, Obj: 0.088329, No Obj: 0.000170, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.828476, Class: 0.994523, Obj: 0.101472, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829395, Class: 0.997810, Obj: 0.170240, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698520, Class: 0.994256, Obj: 0.041955, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781013, Class: 0.999064, Obj: 0.363720, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666148, Class: 0.965729, Obj: 0.055817, No Obj: 0.000121, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.689173, Class: 0.995229, Obj: 0.696206, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730334, Class: 0.996372, Obj: 0.228783, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831598, Class: 0.996318, Obj: 0.478878, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738003, Class: 0.996149, Obj: 0.145021, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1374: 0.455818, 0.430617 avg loss, 0.001000 rate, 3.929451 seconds, 87936 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694166, Class: 0.995588, Obj: 0.392270, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.680608, Class: 0.991303, Obj: 0.067402, No Obj: 0.000091, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704154, Class: 0.993132, Obj: 0.188741, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.606783, Class: 0.993263, Obj: 0.040979, No Obj: 0.000134, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676968, Class: 0.986697, Obj: 0.051016, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683417, Class: 0.988393, Obj: 0.102066, No Obj: 0.000112, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.513753, Class: 0.983309, Obj: 0.024029, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.834834, Class: 0.983891, Obj: 0.085864, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.674463, Class: 0.999155, Obj: 0.217174, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646832, Class: 0.997596, Obj: 0.251798, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630458, Class: 0.985799, Obj: 0.159524, No Obj: 0.000111, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778235, Class: 0.999848, Obj: 0.259244, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612052, Class: 0.998181, Obj: 0.245591, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894093, Class: 0.996331, Obj: 0.204486, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.587670, Class: 0.977587, Obj: 0.055426, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867665, Class: 0.999075, Obj: 0.502924, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828268, Class: 0.980112, Obj: 0.174216, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1375: 0.458506, 0.433406 avg loss, 0.001000 rate, 3.921416 seconds, 88000 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664901, Class: 0.942631, Obj: 0.018094, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.497514, Class: 0.992782, Obj: 0.059922, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.641882, Class: 0.914587, Obj: 0.008883, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.887557, Class: 0.997792, Obj: 0.194869, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.552673, Class: 0.994909, Obj: 0.081179, No Obj: 0.000088, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758314, Class: 0.990231, Obj: 0.163770, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.683957, Class: 0.987952, Obj: 0.046030, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763074, Class: 0.989625, Obj: 0.272590, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652346, Class: 0.996199, Obj: 0.169895, No Obj: 0.000103, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802165, Class: 0.998782, Obj: 0.013361, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805948, Class: 0.995397, Obj: 0.033979, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694750, Class: 0.995380, Obj: 0.026759, No Obj: 0.000042, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782183, Class: 0.995873, Obj: 0.160266, No Obj: 0.000074, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.503452, Class: 0.995898, Obj: 0.092393, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1376: 0.386688, 0.428734 avg loss, 0.001000 rate, 3.918478 seconds, 88064 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789783, Class: 0.973335, Obj: 0.000614, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687522, Class: 0.995365, Obj: 0.014129, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851292, Class: 0.977415, Obj: 0.016122, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.588100, Class: 0.993245, Obj: 0.042452, No Obj: 0.000063, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708031, Class: 0.986024, Obj: 0.027092, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821277, Class: 0.994336, Obj: 0.048520, No Obj: 0.000067, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.258116, Class: 0.929569, Obj: 0.000200, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.718891, Class: 0.992469, Obj: 0.036547, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746487, Class: 0.993649, Obj: 0.068110, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749000, Class: 0.984815, Obj: 0.056918, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.628615, Class: 0.988464, Obj: 0.058870, No Obj: 0.000088, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818813, Class: 0.996541, Obj: 0.262603, No Obj: 0.000229, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.677761, Class: 0.998465, Obj: 0.112165, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857778, Class: 0.998702, Obj: 0.252987, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768329, Class: 0.991125, Obj: 0.013875, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730089, Class: 0.992630, Obj: 0.173007, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1377: 0.473093, 0.433170 avg loss, 0.001000 rate, 3.931869 seconds, 88128 images Loaded: 0.000076 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670942, Class: 0.997135, Obj: 0.068477, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785468, Class: 0.992612, Obj: 0.110073, No Obj: 0.000086, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635646, Class: 0.997777, Obj: 0.068650, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616761, Class: 0.926302, Obj: 0.000175, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784195, Class: 0.994454, Obj: 0.065023, No Obj: 0.000091, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816269, Class: 0.998815, Obj: 0.745046, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750303, Class: 0.996195, Obj: 0.086303, No Obj: 0.000099, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.770762, Class: 0.967560, Obj: 0.229238, No Obj: 0.000257, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.560102, Class: 0.995571, Obj: 0.132024, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679916, Class: 0.995560, Obj: 0.109518, No Obj: 0.000099, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.493142, Class: 0.998946, Obj: 0.007701, No Obj: 0.000093, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652693, Class: 0.980658, Obj: 0.098397, No Obj: 0.000101, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745992, Class: 0.993247, Obj: 0.058309, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1378: 0.414390, 0.431292 avg loss, 0.001000 rate, 3.916480 seconds, 88192 images Loaded: 0.000081 seconds Region 82 Avg IOU: 0.702219, Class: 0.990908, Obj: 0.394099, No Obj: 0.000400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.631199, Class: 0.986300, Obj: 0.041949, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675773, Class: 0.997360, Obj: 0.196529, No Obj: 0.000146, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657373, Class: 0.990765, Obj: 0.062516, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698127, Class: 0.913337, Obj: 0.008185, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.588605, Class: 0.991351, Obj: 0.038967, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.600338, Class: 0.971916, Obj: 0.001880, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.590120, Class: 0.978618, Obj: 0.023241, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.681632, Class: 0.993341, Obj: 0.155589, No Obj: 0.000166, .5R: 0.818182, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898158, Class: 0.991889, Obj: 0.009823, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614202, Class: 0.994914, Obj: 0.102915, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675263, Class: 0.997041, Obj: 0.121362, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747797, Class: 0.996508, Obj: 0.082635, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809139, Class: 0.996858, Obj: 0.079314, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606737, Class: 0.790195, Obj: 0.000067, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767222, Class: 0.990817, Obj: 0.123627, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1379: 0.569235, 0.445086 avg loss, 0.001000 rate, 3.930497 seconds, 88256 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803385, Class: 0.996307, Obj: 0.441366, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729735, Class: 0.994294, Obj: 0.123847, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719645, Class: 0.983674, Obj: 0.431661, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813593, Class: 0.997628, Obj: 0.307052, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776815, Class: 0.997752, Obj: 0.456881, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769209, Class: 0.996927, Obj: 0.457985, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.725252, Class: 0.836498, Obj: 0.000051, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730679, Class: 0.997218, Obj: 0.165711, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.657796, Class: 0.993600, Obj: 0.074305, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847028, Class: 0.996858, Obj: 0.503081, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696898, Class: 0.977369, Obj: 0.125045, No Obj: 0.000136, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829018, Class: 0.995359, Obj: 0.066233, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715728, Class: 0.995999, Obj: 0.008148, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574215, Class: 0.986382, Obj: 0.002803, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776028, Class: 0.996790, Obj: 0.214272, No Obj: 0.000150, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1380: 0.389631, 0.439541 avg loss, 0.001000 rate, 3.918163 seconds, 88320 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.634389, Class: 0.982715, Obj: 0.084525, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.652011, Class: 0.997539, Obj: 0.380456, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639889, Class: 0.988598, Obj: 0.055561, No Obj: 0.000122, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.905733, Class: 0.990399, Obj: 0.201250, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744977, Class: 0.996243, Obj: 0.058477, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786445, Class: 0.994501, Obj: 0.248392, No Obj: 0.000237, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847843, Class: 0.991149, Obj: 0.391228, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662949, Class: 0.983739, Obj: 0.010207, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682186, Class: 0.998212, Obj: 0.656368, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619375, Class: 0.997551, Obj: 0.267322, No Obj: 0.000131, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765529, Class: 0.998165, Obj: 0.327031, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847214, Class: 0.990838, Obj: 0.048968, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.862141, Class: 0.995762, Obj: 0.140557, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1381: 0.342223, 0.429809 avg loss, 0.001000 rate, 3.933203 seconds, 88384 images Loaded: 0.000096 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667470, Class: 0.990677, Obj: 0.432562, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.776791, Class: 0.994274, Obj: 0.052609, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828566, Class: 0.999512, Obj: 0.311818, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731737, Class: 0.986461, Obj: 0.259145, No Obj: 0.000154, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790658, Class: 0.995160, Obj: 0.247135, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762242, Class: 0.996312, Obj: 0.188633, No Obj: 0.000136, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565839, Class: 0.996079, Obj: 0.001720, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746761, Class: 0.991702, Obj: 0.608854, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751148, Class: 0.993861, Obj: 0.051268, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666924, Class: 0.993586, Obj: 0.005915, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757267, Class: 0.993746, Obj: 0.101928, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699798, Class: 0.990138, Obj: 0.128597, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.787277, Class: 0.997038, Obj: 0.168063, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.769513, Class: 0.986856, Obj: 0.104157, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699240, Class: 0.996963, Obj: 0.042429, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1382: 0.381798, 0.425008 avg loss, 0.001000 rate, 3.933803 seconds, 88448 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578474, Class: 0.991216, Obj: 0.009368, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.496460, Class: 0.989913, Obj: 0.060681, No Obj: 0.000095, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803611, Class: 0.996932, Obj: 0.314125, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724763, Class: 0.990672, Obj: 0.216440, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768926, Class: 0.991921, Obj: 0.300940, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688911, Class: 0.996378, Obj: 0.140559, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888804, Class: 0.999161, Obj: 0.224020, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774322, Class: 0.995377, Obj: 0.015512, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.633028, Class: 0.982914, Obj: 0.059100, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694373, Class: 0.994503, Obj: 0.225392, No Obj: 0.000120, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732452, Class: 0.945058, Obj: 0.182359, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684539, Class: 0.991419, Obj: 0.033602, No Obj: 0.000118, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.484729, Class: 0.973281, Obj: 0.000035, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786384, Class: 0.993043, Obj: 0.142748, No Obj: 0.000149, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1383: 0.462006, 0.428708 avg loss, 0.001000 rate, 3.906090 seconds, 88512 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673579, Class: 0.983418, Obj: 0.109369, No Obj: 0.000171, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.750535, Class: 0.993129, Obj: 0.065789, No Obj: 0.000108, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771672, Class: 0.992164, Obj: 0.346886, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817625, Class: 0.995162, Obj: 0.188276, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679599, Class: 0.963085, Obj: 0.014543, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687659, Class: 0.998884, Obj: 0.236389, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757888, Class: 0.991604, Obj: 0.043941, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689450, Class: 0.996652, Obj: 0.118842, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.923803, Class: 0.997370, Obj: 0.086366, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541699, Class: 0.995039, Obj: 0.037479, No Obj: 0.000039, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689085, Class: 0.998797, Obj: 0.519013, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.858334, Class: 0.998847, Obj: 0.267421, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760379, Class: 0.988923, Obj: 0.336334, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764998, Class: 0.997305, Obj: 0.105013, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1384: 0.262925, 0.412129 avg loss, 0.001000 rate, 3.920233 seconds, 88576 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677617, Class: 0.982396, Obj: 0.129159, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.540737, Class: 0.995148, Obj: 0.040988, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796713, Class: 0.995777, Obj: 0.102315, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841551, Class: 0.999013, Obj: 0.779816, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715871, Class: 0.996148, Obj: 0.216921, No Obj: 0.000044, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673708, Class: 0.997928, Obj: 0.078413, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721195, Class: 0.997458, Obj: 0.279237, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.704996, Class: 0.853329, Obj: 0.002322, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669358, Class: 0.990924, Obj: 0.001826, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.848323, Class: 0.992614, Obj: 0.142498, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777894, Class: 0.993592, Obj: 0.027544, No Obj: 0.000077, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830584, Class: 0.999324, Obj: 0.316033, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713484, Class: 0.995791, Obj: 0.026125, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786063, Class: 0.999424, Obj: 0.174847, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780645, Class: 0.993070, Obj: 0.034729, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1385: 0.254629, 0.396379 avg loss, 0.001000 rate, 3.906025 seconds, 88640 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.507805, Class: 0.851001, Obj: 0.026267, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572081, Class: 0.992436, Obj: 0.019816, No Obj: 0.000043, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784348, Class: 0.996567, Obj: 0.051827, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730983, Class: 0.994544, Obj: 0.100957, No Obj: 0.000050, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.625494, Class: 0.983586, Obj: 0.189778, No Obj: 0.000412, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884233, Class: 0.996224, Obj: 0.109197, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636878, Class: 0.993535, Obj: 0.004290, No Obj: 0.000038, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.762360, Class: 0.994183, Obj: 0.091637, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744816, Class: 0.991190, Obj: 0.079263, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.939545, Class: 0.988971, Obj: 0.110512, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787061, Class: 0.996947, Obj: 0.100358, No Obj: 0.000047, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552709, Class: 0.989124, Obj: 0.014431, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601285, Class: 0.989211, Obj: 0.002831, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.695135, Class: 0.985912, Obj: 0.090991, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723575, Class: 0.996241, Obj: 0.047880, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1386: 0.447589, 0.401500 avg loss, 0.001000 rate, 3.924448 seconds, 88704 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785350, Class: 0.993586, Obj: 0.122920, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614141, Class: 0.988282, Obj: 0.150059, No Obj: 0.000041, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646531, Class: 0.996425, Obj: 0.334895, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746372, Class: 0.995352, Obj: 0.170072, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682253, Class: 0.988970, Obj: 0.036079, No Obj: 0.000057, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609571, Class: 0.997302, Obj: 0.145867, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639107, Class: 0.993140, Obj: 0.061735, No Obj: 0.000067, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780104, Class: 0.999845, Obj: 0.340382, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759457, Class: 0.985147, Obj: 0.148193, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721530, Class: 0.986116, Obj: 0.065744, No Obj: 0.000096, .5R: 0.750000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.802585, Class: 0.997324, Obj: 0.477359, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615087, Class: 0.986069, Obj: 0.043046, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 9 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1387: 0.536109, 0.414961 avg loss, 0.001000 rate, 3.907275 seconds, 88768 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624624, Class: 0.994093, Obj: 0.241326, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.725220, Class: 0.976011, Obj: 0.061779, No Obj: 0.000129, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.829554, Class: 0.972784, Obj: 0.029599, No Obj: 0.000370, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813447, Class: 0.996317, Obj: 0.154460, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726865, Class: 0.969077, Obj: 0.109117, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750601, Class: 0.993243, Obj: 0.197152, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.725429, Class: 0.993442, Obj: 0.376477, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.870444, Class: 0.998166, Obj: 0.381271, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.634964, Class: 0.994813, Obj: 0.129296, No Obj: 0.000139, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736858, Class: 0.996410, Obj: 0.099835, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705483, Class: 0.986949, Obj: 0.172669, No Obj: 0.000068, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.817223, Class: 0.832982, Obj: 0.005470, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.448620, Class: 0.992271, Obj: 0.008355, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621847, Class: 0.977525, Obj: 0.007356, No Obj: 0.000078, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739973, Class: 0.994584, Obj: 0.035692, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724759, Class: 0.994653, Obj: 0.287599, No Obj: 0.000121, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1388: 0.507320, 0.424197 avg loss, 0.001000 rate, 3.923007 seconds, 88832 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794738, Class: 0.994658, Obj: 0.206770, No Obj: 0.000161, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719923, Class: 0.996571, Obj: 0.369880, No Obj: 0.000202, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684734, Class: 0.988286, Obj: 0.201701, No Obj: 0.000239, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440718, Class: 0.866000, Obj: 0.000005, No Obj: 0.000052, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694690, Class: 0.987789, Obj: 0.027094, No Obj: 0.000153, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574937, Class: 0.999321, Obj: 0.037656, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.626346, Class: 0.986426, Obj: 0.108334, No Obj: 0.000154, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853994, Class: 0.987572, Obj: 0.353497, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.509082, Class: 0.995017, Obj: 0.298205, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.611736, Class: 0.999226, Obj: 0.025312, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598920, Class: 0.995186, Obj: 0.035971, No Obj: 0.000105, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640112, Class: 0.980097, Obj: 0.224741, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.660144, Class: 0.993279, Obj: 0.086569, No Obj: 0.000117, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1389: 0.465128, 0.428290 avg loss, 0.001000 rate, 3.920713 seconds, 88896 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.689256, Class: 0.967387, Obj: 0.119355, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.609159, Class: 0.998837, Obj: 0.029201, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695107, Class: 0.988496, Obj: 0.146642, No Obj: 0.000225, .5R: 0.909091, .75R: 0.363636, count: 11 Region 82 Avg IOU: 0.645416, Class: 0.983895, Obj: 0.007879, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.749648, Class: 0.997550, Obj: 0.407781, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607332, Class: 0.997675, Obj: 0.044907, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654118, Class: 0.998665, Obj: 0.878540, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591829, Class: 0.987744, Obj: 0.042789, No Obj: 0.000145, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.796578, Class: 0.988123, Obj: 0.292797, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747262, Class: 0.996379, Obj: 0.296401, No Obj: 0.000141, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775632, Class: 0.998418, Obj: 0.320189, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.624317, Class: 0.954561, Obj: 0.003233, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638159, Class: 0.978525, Obj: 0.000908, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868280, Class: 0.996317, Obj: 0.238763, No Obj: 0.000143, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.750474, Class: 0.954706, Obj: 0.012831, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736752, Class: 0.995910, Obj: 0.092853, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711485, Class: 0.986631, Obj: 0.151672, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1390: 0.398232, 0.425284 avg loss, 0.001000 rate, 3.925883 seconds, 88960 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.537902, Class: 0.945591, Obj: 0.000338, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689758, Class: 0.945403, Obj: 0.004055, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605168, Class: 0.985530, Obj: 0.217701, No Obj: 0.000171, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.412530, Class: 0.984630, Obj: 0.000427, No Obj: 0.000010, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788677, Class: 0.995661, Obj: 0.024164, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.637777, Class: 0.971133, Obj: 0.040627, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.680156, Class: 0.983698, Obj: 0.083239, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651313, Class: 0.978237, Obj: 0.049587, No Obj: 0.000049, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.610019, Class: 0.891274, Obj: 0.033874, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.630310, Class: 0.983570, Obj: 0.391507, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657343, Class: 0.995952, Obj: 0.040437, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652061, Class: 0.995794, Obj: 0.120800, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708910, Class: 0.985626, Obj: 0.050846, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.528185, Class: 0.995255, Obj: 0.009462, No Obj: 0.000082, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.488254, Class: 0.987018, Obj: 0.093468, No Obj: 0.000114, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625532, Class: 0.996435, Obj: 0.223370, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.789700, Class: 0.995458, Obj: 0.266225, No Obj: 0.000150, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1391: 0.527014, 0.435457 avg loss, 0.001000 rate, 3.920951 seconds, 89024 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577477, Class: 0.991958, Obj: 0.153969, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.717003, Class: 0.989721, Obj: 0.067784, No Obj: 0.000075, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.743904, Class: 0.994058, Obj: 0.785369, No Obj: 0.000543, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.631136, Class: 0.991177, Obj: 0.239079, No Obj: 0.000161, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.581256, Class: 0.986957, Obj: 0.087919, No Obj: 0.000075, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812827, Class: 0.962678, Obj: 0.001067, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789633, Class: 0.994116, Obj: 0.161154, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756785, Class: 0.990240, Obj: 0.058829, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.649889, Class: 0.986946, Obj: 0.039413, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.367892, Class: 0.875284, Obj: 0.000239, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593439, Class: 0.992855, Obj: 0.003848, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611510, Class: 0.980697, Obj: 0.263682, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.788089, Class: 0.991262, Obj: 0.081482, No Obj: 0.000090, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719558, Class: 0.976562, Obj: 0.020872, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690704, Class: 0.992662, Obj: 0.030185, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807914, Class: 0.992290, Obj: 0.275938, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.862162, Class: 0.995094, Obj: 0.175605, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1392: 0.481115, 0.440023 avg loss, 0.001000 rate, 3.922419 seconds, 89088 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755792, Class: 0.996585, Obj: 0.022801, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756147, Class: 0.996800, Obj: 0.099677, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809499, Class: 0.989871, Obj: 0.014412, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686969, Class: 0.990420, Obj: 0.105820, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810605, Class: 0.997330, Obj: 0.116051, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609456, Class: 0.948390, Obj: 0.001459, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740375, Class: 0.975136, Obj: 0.117523, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714571, Class: 0.993675, Obj: 0.008864, No Obj: 0.000050, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766234, Class: 0.991078, Obj: 0.166606, No Obj: 0.000220, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.736085, Class: 0.996140, Obj: 0.101699, No Obj: 0.000067, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786006, Class: 0.982230, Obj: 0.070176, No Obj: 0.000062, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1393: 0.352143, 0.431235 avg loss, 0.001000 rate, 3.921833 seconds, 89152 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706856, Class: 0.990894, Obj: 0.068179, No Obj: 0.000065, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567879, Class: 0.991641, Obj: 0.340202, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790879, Class: 0.995668, Obj: 0.192304, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.845573, Class: 0.957924, Obj: 0.016454, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.733305, Class: 0.980637, Obj: 0.129418, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.689686, Class: 0.987707, Obj: 0.078639, No Obj: 0.000074, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847824, Class: 0.996185, Obj: 0.362859, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823718, Class: 0.995666, Obj: 0.030429, No Obj: 0.000037, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715999, Class: 0.995012, Obj: 0.304017, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.656978, Class: 0.994430, Obj: 0.028183, No Obj: 0.000048, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.755887, Class: 0.927952, Obj: 0.060660, No Obj: 0.000425, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667156, Class: 0.995546, Obj: 0.028242, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.769495, Class: 0.975173, Obj: 0.028012, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772358, Class: 0.998206, Obj: 0.017979, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785415, Class: 0.986607, Obj: 0.172053, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639512, Class: 0.990058, Obj: 0.057343, No Obj: 0.000053, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1394: 0.415012, 0.429613 avg loss, 0.001000 rate, 3.914388 seconds, 89216 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703242, Class: 0.980728, Obj: 0.076069, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769080, Class: 0.990252, Obj: 0.006798, No Obj: 0.000039, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737329, Class: 0.996953, Obj: 0.067440, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705228, Class: 0.983057, Obj: 0.061201, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.643522, Class: 0.992063, Obj: 0.035184, No Obj: 0.000042, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.679560, Class: 0.983237, Obj: 0.314275, No Obj: 0.000277, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.865142, Class: 0.991141, Obj: 0.115571, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737866, Class: 0.990517, Obj: 0.025473, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873676, Class: 0.997975, Obj: 0.128116, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.697746, Class: 0.989176, Obj: 0.017066, No Obj: 0.000060, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.823200, Class: 0.986586, Obj: 0.049827, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783868, Class: 0.971799, Obj: 0.040153, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815030, Class: 0.996586, Obj: 0.121249, No Obj: 0.000073, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.779903, Class: 0.985773, Obj: 0.230899, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.980435, Class: 0.999662, Obj: 0.889115, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668224, Class: 0.987082, Obj: 0.011688, No Obj: 0.000053, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.549767, Class: 0.997225, Obj: 0.230486, No Obj: 0.000187, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.614894, Class: 0.995323, Obj: 0.199808, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1395: 0.463097, 0.432961 avg loss, 0.001000 rate, 3.919865 seconds, 89280 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801828, Class: 0.984220, Obj: 0.306456, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735476, Class: 0.992832, Obj: 0.076734, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.356115, Class: 0.913412, Obj: 0.000073, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667803, Class: 0.986357, Obj: 0.397971, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.742898, Class: 0.992996, Obj: 0.066187, No Obj: 0.000095, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654696, Class: 0.979723, Obj: 0.154249, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659312, Class: 0.994791, Obj: 0.091502, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667761, Class: 0.999632, Obj: 0.206502, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663848, Class: 0.968219, Obj: 0.094149, No Obj: 0.000063, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826456, Class: 0.998569, Obj: 0.841571, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.459018, Class: 0.987120, Obj: 0.014797, No Obj: 0.000057, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605100, Class: 0.970809, Obj: 0.028574, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.789499, Class: 0.987610, Obj: 0.034065, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781424, Class: 0.999247, Obj: 0.318034, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852861, Class: 0.999576, Obj: 0.464066, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621664, Class: 0.995321, Obj: 0.002641, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1396: 0.431398, 0.432805 avg loss, 0.001000 rate, 3.927054 seconds, 89344 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536859, Class: 0.992016, Obj: 0.019898, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792058, Class: 0.996160, Obj: 0.169846, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743806, Class: 0.992904, Obj: 0.130452, No Obj: 0.000144, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764930, Class: 0.995550, Obj: 0.119968, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.783505, Class: 0.994361, Obj: 0.057376, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713803, Class: 0.993889, Obj: 0.067238, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758960, Class: 0.996977, Obj: 0.195103, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.682651, Class: 0.977662, Obj: 0.265565, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764317, Class: 0.946502, Obj: 0.012952, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657521, Class: 0.984216, Obj: 0.029695, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.953802, Class: 0.931105, Obj: 0.031651, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703206, Class: 0.997727, Obj: 0.180936, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1397: 0.363705, 0.425895 avg loss, 0.001000 rate, 3.905566 seconds, 89408 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.562003, Class: 0.756045, Obj: 0.018676, No Obj: 0.000351, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713474, Class: 0.995031, Obj: 0.160382, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.894697, Class: 0.998883, Obj: 0.098512, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652640, Class: 0.989171, Obj: 0.208111, No Obj: 0.000159, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803676, Class: 0.997589, Obj: 0.260269, No Obj: 0.000142, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721924, Class: 0.981960, Obj: 0.246189, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851374, Class: 0.995955, Obj: 0.185615, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.759732, Class: 0.887782, Obj: 0.016155, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.744718, Class: 0.983856, Obj: 0.069395, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708376, Class: 0.993030, Obj: 0.176168, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651407, Class: 0.994811, Obj: 0.113207, No Obj: 0.000107, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679098, Class: 0.994477, Obj: 0.116155, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743376, Class: 0.995230, Obj: 0.079856, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1398: 0.381851, 0.421490 avg loss, 0.001000 rate, 3.907365 seconds, 89472 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646930, Class: 0.996679, Obj: 0.174786, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613710, Class: 0.991408, Obj: 0.136224, No Obj: 0.000120, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640729, Class: 0.997307, Obj: 0.037858, No Obj: 0.000102, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866351, Class: 0.995243, Obj: 0.296457, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741324, Class: 0.995226, Obj: 0.171148, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.670564, Class: 0.967930, Obj: 0.052062, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.711035, Class: 0.992177, Obj: 0.254699, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679240, Class: 0.992508, Obj: 0.305162, No Obj: 0.000139, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695130, Class: 0.997577, Obj: 0.170766, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730992, Class: 0.987966, Obj: 0.268432, No Obj: 0.000281, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.726695, Class: 0.997770, Obj: 0.140419, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713898, Class: 0.989144, Obj: 0.163327, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653671, Class: 0.990025, Obj: 0.103955, No Obj: 0.000149, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649344, Class: 0.995835, Obj: 0.182199, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1399: 0.363275, 0.415669 avg loss, 0.001000 rate, 3.922105 seconds, 89536 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.822145, Class: 0.924029, Obj: 0.001497, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884075, Class: 0.993353, Obj: 0.180001, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683815, Class: 0.991398, Obj: 0.091147, No Obj: 0.000208, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693392, Class: 0.993091, Obj: 0.017598, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589134, Class: 0.992171, Obj: 0.105161, No Obj: 0.000155, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601312, Class: 0.989559, Obj: 0.386653, No Obj: 0.000196, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645244, Class: 0.989521, Obj: 0.023490, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722146, Class: 0.984271, Obj: 0.062116, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.757825, Class: 0.991198, Obj: 0.011120, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762328, Class: 0.996454, Obj: 0.405958, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.591987, Class: 0.993643, Obj: 0.130379, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1400: 0.420999, 0.416202 avg loss, 0.001000 rate, 3.921858 seconds, 89600 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721652, Class: 0.998843, Obj: 0.126164, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739544, Class: 0.990902, Obj: 0.018428, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775716, Class: 0.999587, Obj: 0.255886, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751857, Class: 0.988131, Obj: 0.024337, No Obj: 0.000101, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719374, Class: 0.990168, Obj: 0.149371, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.569665, Class: 0.967054, Obj: 0.268949, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811120, Class: 0.997682, Obj: 0.278869, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.878202, Class: 0.989858, Obj: 0.229918, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818871, Class: 0.995554, Obj: 0.178241, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.697766, Class: 0.993039, Obj: 0.100681, No Obj: 0.000100, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792161, Class: 0.987308, Obj: 0.055928, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562946, Class: 0.993753, Obj: 0.060763, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740178, Class: 0.999468, Obj: 0.847213, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565004, Class: 0.952803, Obj: 0.030990, No Obj: 0.000063, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1401: 0.348410, 0.409423 avg loss, 0.001000 rate, 3.692596 seconds, 89664 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646911, Class: 0.998385, Obj: 0.247192, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671357, Class: 0.991009, Obj: 0.052082, No Obj: 0.000093, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.818529, Class: 0.996428, Obj: 0.208912, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794471, Class: 0.998296, Obj: 0.075337, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789407, Class: 0.983005, Obj: 0.027597, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616175, Class: 0.996521, Obj: 0.270225, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856911, Class: 0.998016, Obj: 0.219001, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.681783, Class: 0.992821, Obj: 0.394880, No Obj: 0.000614, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.677431, Class: 0.999259, Obj: 0.102090, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645279, Class: 0.992690, Obj: 0.122469, No Obj: 0.000099, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.797519, Class: 0.877974, Obj: 0.046435, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762491, Class: 0.995833, Obj: 0.102591, No Obj: 0.000109, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.617136, Class: 0.972665, Obj: 0.366404, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823223, Class: 0.992365, Obj: 0.004879, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811079, Class: 0.991174, Obj: 0.035516, No Obj: 0.000068, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697327, Class: 0.994811, Obj: 0.125125, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1402: 0.416625, 0.410143 avg loss, 0.001000 rate, 3.919505 seconds, 89728 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632355, Class: 0.998959, Obj: 0.001913, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629765, Class: 0.978803, Obj: 0.075837, No Obj: 0.000130, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501219, Class: 0.991779, Obj: 0.121587, No Obj: 0.000057, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816893, Class: 0.989406, Obj: 0.088308, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.777787, Class: 0.992007, Obj: 0.042670, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731901, Class: 0.985994, Obj: 0.127474, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733487, Class: 0.989021, Obj: 0.029620, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.734579, Class: 0.912647, Obj: 0.054791, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763103, Class: 0.993760, Obj: 0.127387, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.891045, Class: 0.989206, Obj: 0.134084, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619932, Class: 0.992976, Obj: 0.056264, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792813, Class: 0.996741, Obj: 0.041463, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531711, Class: 0.974197, Obj: 0.008144, No Obj: 0.000026, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1403: 0.587302, 0.427859 avg loss, 0.001000 rate, 3.908730 seconds, 89792 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632158, Class: 0.991055, Obj: 0.086378, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.749532, Class: 0.993094, Obj: 0.016537, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710969, Class: 0.995974, Obj: 0.039870, No Obj: 0.000074, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623704, Class: 0.981785, Obj: 0.223157, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.782515, Class: 0.995332, Obj: 0.052290, No Obj: 0.000067, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.718034, Class: 0.986318, Obj: 0.083269, No Obj: 0.000300, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736046, Class: 0.984461, Obj: 0.161063, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606586, Class: 0.998668, Obj: 0.004165, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827135, Class: 0.995234, Obj: 0.094896, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.577985, Class: 0.989698, Obj: 0.002653, No Obj: 0.000048, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746332, Class: 0.994336, Obj: 0.040310, No Obj: 0.000037, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728606, Class: 0.993871, Obj: 0.449885, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.627324, Class: 0.989894, Obj: 0.070660, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1404: 0.486653, 0.433738 avg loss, 0.001000 rate, 3.912163 seconds, 89856 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699229, Class: 0.993417, Obj: 0.035887, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732428, Class: 0.997674, Obj: 0.022270, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.829595, Class: 0.993368, Obj: 0.022059, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702578, Class: 0.994629, Obj: 0.051647, No Obj: 0.000137, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.605919, Class: 0.995760, Obj: 0.107290, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742800, Class: 0.998500, Obj: 0.373754, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.712756, Class: 0.993170, Obj: 0.214481, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861676, Class: 0.995116, Obj: 0.300531, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.606736, Class: 0.993184, Obj: 0.045187, No Obj: 0.000093, .5R: 0.500000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781404, Class: 0.986611, Obj: 0.111786, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704923, Class: 0.991883, Obj: 0.100894, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735200, Class: 0.995955, Obj: 0.156755, No Obj: 0.000132, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718575, Class: 0.984833, Obj: 0.042326, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781307, Class: 0.994915, Obj: 0.502559, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1405: 0.418208, 0.432185 avg loss, 0.001000 rate, 3.918510 seconds, 89920 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734173, Class: 0.999431, Obj: 0.588777, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.506757, Class: 0.991045, Obj: 0.056652, No Obj: 0.000085, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763139, Class: 0.991235, Obj: 0.139278, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.594097, Class: 0.994584, Obj: 0.245832, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602199, Class: 0.960012, Obj: 0.001611, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.472327, Class: 0.987331, Obj: 0.113826, No Obj: 0.000112, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706423, Class: 0.968126, Obj: 0.013718, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.901471, Class: 0.996375, Obj: 0.329662, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618971, Class: 0.995250, Obj: 0.011498, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769340, Class: 0.996119, Obj: 0.132182, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726911, Class: 0.993131, Obj: 0.186750, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881918, Class: 0.998181, Obj: 0.374300, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692839, Class: 0.989602, Obj: 0.036930, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888320, Class: 0.999422, Obj: 0.167041, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740390, Class: 0.995805, Obj: 0.090402, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1406: 0.317634, 0.420730 avg loss, 0.001000 rate, 3.908272 seconds, 89984 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694085, Class: 0.999310, Obj: 0.446543, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752599, Class: 0.998196, Obj: 0.443971, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748699, Class: 0.989024, Obj: 0.088613, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705145, Class: 0.995184, Obj: 0.223783, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636224, Class: 0.985472, Obj: 0.079144, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.657798, Class: 0.990623, Obj: 0.068465, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753461, Class: 0.998148, Obj: 0.143631, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670080, Class: 0.997186, Obj: 0.350691, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746833, Class: 0.992980, Obj: 0.365146, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754474, Class: 0.993193, Obj: 0.175775, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.599337, Class: 0.942936, Obj: 0.151388, No Obj: 0.000434, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728139, Class: 0.968281, Obj: 0.063388, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.773813, Class: 0.995767, Obj: 0.247955, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.756443, Class: 0.989634, Obj: 0.207578, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.698688, Class: 0.987482, Obj: 0.050381, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668496, Class: 0.998752, Obj: 0.364194, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1407: 0.299333, 0.408590 avg loss, 0.001000 rate, 3.926324 seconds, 90048 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745421, Class: 0.996430, Obj: 0.018271, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706924, Class: 0.994423, Obj: 0.104929, No Obj: 0.000155, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799270, Class: 0.993348, Obj: 0.365945, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651396, Class: 0.991103, Obj: 0.200104, No Obj: 0.000138, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676473, Class: 0.989503, Obj: 0.414343, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.582179, Class: 0.953365, Obj: 0.096246, No Obj: 0.000083, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686964, Class: 0.983377, Obj: 0.256100, No Obj: 0.000213, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.838903, Class: 0.995004, Obj: 0.166130, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.723890, Class: 0.995755, Obj: 0.561812, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765084, Class: 0.994633, Obj: 0.286516, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.910050, Class: 0.996635, Obj: 0.282217, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706380, Class: 0.994238, Obj: 0.126203, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791204, Class: 0.994008, Obj: 0.177378, No Obj: 0.000135, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1408: 0.386928, 0.406424 avg loss, 0.001000 rate, 3.920753 seconds, 90112 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553527, Class: 0.987477, Obj: 0.197974, No Obj: 0.000139, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.939759, Class: 0.990523, Obj: 0.330332, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.805518, Class: 0.989445, Obj: 0.025241, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684322, Class: 0.980800, Obj: 0.245570, No Obj: 0.000208, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.585200, Class: 0.969657, Obj: 0.040171, No Obj: 0.000081, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.851647, Class: 0.982276, Obj: 0.440167, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718269, Class: 0.992436, Obj: 0.111969, No Obj: 0.000115, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787654, Class: 0.979215, Obj: 0.215204, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.619075, Class: 0.995588, Obj: 0.073764, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937753, Class: 0.998121, Obj: 0.281758, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688352, Class: 0.997702, Obj: 0.204829, No Obj: 0.000135, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779299, Class: 0.990840, Obj: 0.098879, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761033, Class: 0.993351, Obj: 0.111015, No Obj: 0.000157, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605602, Class: 0.995276, Obj: 0.232795, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.728845, Class: 0.986456, Obj: 0.073031, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.772268, Class: 0.990014, Obj: 0.247877, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674314, Class: 0.994999, Obj: 0.171201, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1409: 0.482807, 0.414062 avg loss, 0.001000 rate, 3.904438 seconds, 90176 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727350, Class: 0.995764, Obj: 0.218625, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.644402, Class: 0.992902, Obj: 0.028234, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763816, Class: 0.910637, Obj: 0.000841, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751451, Class: 0.992181, Obj: 0.185203, No Obj: 0.000148, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649252, Class: 0.997396, Obj: 0.348447, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.635982, Class: 0.995147, Obj: 0.104479, No Obj: 0.000093, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.748620, Class: 0.986962, Obj: 0.048206, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840526, Class: 0.994389, Obj: 0.056598, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.828873, Class: 0.994637, Obj: 0.418356, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720786, Class: 0.992497, Obj: 0.006220, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806258, Class: 0.988130, Obj: 0.360597, No Obj: 0.000306, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.707096, Class: 0.993149, Obj: 0.056163, No Obj: 0.000085, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758296, Class: 0.998506, Obj: 0.735608, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698668, Class: 0.991372, Obj: 0.029121, No Obj: 0.000063, .5R: 0.750000, .75R: 0.500000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1410: 0.504439, 0.423100 avg loss, 0.001000 rate, 3.904336 seconds, 90240 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755934, Class: 0.998931, Obj: 0.554574, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.595843, Class: 0.986746, Obj: 0.021994, No Obj: 0.000049, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.774102, Class: 0.986123, Obj: 0.296478, No Obj: 0.000407, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766634, Class: 0.992010, Obj: 0.729699, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622776, Class: 0.981833, Obj: 0.075718, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.505469, Class: 0.866283, Obj: 0.074764, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.752309, Class: 0.988282, Obj: 0.014320, No Obj: 0.000067, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.513658, Class: 0.879780, Obj: 0.000055, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644447, Class: 0.994282, Obj: 0.233806, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.908545, Class: 0.986987, Obj: 0.088887, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.310680, Class: 0.998894, Obj: 0.075208, No Obj: 0.000027, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806329, Class: 0.994503, Obj: 0.135543, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.707642, Class: 0.996598, Obj: 0.049149, No Obj: 0.000093, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.827703, Class: 0.994676, Obj: 0.142309, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823711, Class: 0.997965, Obj: 0.023862, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618349, Class: 0.968454, Obj: 0.013997, No Obj: 0.000075, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.684173, Class: 0.994794, Obj: 0.033550, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1411: 0.395386, 0.420329 avg loss, 0.001000 rate, 3.903705 seconds, 90304 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726059, Class: 0.975081, Obj: 0.094082, No Obj: 0.000051, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728665, Class: 0.976976, Obj: 0.081799, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781115, Class: 0.994424, Obj: 0.073400, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811982, Class: 0.989061, Obj: 0.618078, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730286, Class: 0.997313, Obj: 0.188867, No Obj: 0.000093, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697795, Class: 0.998069, Obj: 0.231134, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813234, Class: 0.993325, Obj: 0.087591, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846702, Class: 0.990808, Obj: 0.157579, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733376, Class: 0.985535, Obj: 0.086607, No Obj: 0.000118, .5R: 0.916667, .75R: 0.666667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855423, Class: 0.971138, Obj: 0.340734, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825153, Class: 0.996062, Obj: 0.190823, No Obj: 0.000094, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747600, Class: 0.993185, Obj: 0.164024, No Obj: 0.000064, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819647, Class: 0.999539, Obj: 0.633638, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.876257, Class: 0.998635, Obj: 0.080010, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1412: 0.460240, 0.424320 avg loss, 0.001000 rate, 3.908283 seconds, 90368 images Loaded: 0.000098 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619639, Class: 0.996132, Obj: 0.112153, No Obj: 0.000107, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747174, Class: 0.998049, Obj: 0.517319, No Obj: 0.000418, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.758435, Class: 0.994725, Obj: 0.111908, No Obj: 0.000084, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.799973, Class: 0.984739, Obj: 0.093263, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744570, Class: 0.984411, Obj: 0.029369, No Obj: 0.000071, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582827, Class: 0.929302, Obj: 0.004115, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.728953, Class: 0.991090, Obj: 0.169678, No Obj: 0.000096, .5R: 0.714286, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873224, Class: 0.974489, Obj: 0.071958, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.833253, Class: 0.993721, Obj: 0.036365, No Obj: 0.000078, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749336, Class: 0.988383, Obj: 0.765077, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673907, Class: 0.997824, Obj: 0.078939, No Obj: 0.000058, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723582, Class: 0.993835, Obj: 0.079908, No Obj: 0.000254, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.814525, Class: 0.994833, Obj: 0.135087, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.363640, Class: 0.766736, Obj: 0.007221, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738713, Class: 0.991290, Obj: 0.099001, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1413: 0.586556, 0.440544 avg loss, 0.001000 rate, 3.916234 seconds, 90432 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694855, Class: 0.934801, Obj: 0.000508, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758358, Class: 0.981207, Obj: 0.101921, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.806664, Class: 0.992955, Obj: 0.822637, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.751736, Class: 0.956768, Obj: 0.043157, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785310, Class: 0.998510, Obj: 0.065809, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593270, Class: 0.993972, Obj: 0.363706, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746999, Class: 0.995793, Obj: 0.245003, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624137, Class: 0.964545, Obj: 0.294895, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713246, Class: 0.989913, Obj: 0.258241, No Obj: 0.000132, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553065, Class: 0.971021, Obj: 0.066187, No Obj: 0.000083, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627497, Class: 0.988752, Obj: 0.390332, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651978, Class: 0.994818, Obj: 0.005854, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.830617, Class: 0.944366, Obj: 0.022202, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746776, Class: 0.996931, Obj: 0.170703, No Obj: 0.000205, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709107, Class: 0.987599, Obj: 0.429115, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704752, Class: 0.990660, Obj: 0.223553, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1414: 0.389569, 0.435446 avg loss, 0.001000 rate, 3.914005 seconds, 90496 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773421, Class: 0.995768, Obj: 0.330687, No Obj: 0.000191, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632126, Class: 0.999220, Obj: 0.481975, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780759, Class: 0.995538, Obj: 0.304593, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869866, Class: 0.997263, Obj: 0.320915, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755338, Class: 0.994143, Obj: 0.178230, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721241, Class: 0.992004, Obj: 0.310258, No Obj: 0.000223, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.835941, Class: 0.998335, Obj: 0.684349, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.726907, Class: 0.949496, Obj: 0.050391, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.901768, Class: 0.995916, Obj: 0.316932, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695143, Class: 0.941288, Obj: 0.199839, No Obj: 0.000160, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621350, Class: 0.994202, Obj: 0.123265, No Obj: 0.000195, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793782, Class: 0.995291, Obj: 0.398780, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.825138, Class: 0.996980, Obj: 0.236852, No Obj: 0.000183, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709080, Class: 0.989630, Obj: 0.146643, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1415: 0.432033, 0.435105 avg loss, 0.001000 rate, 3.906994 seconds, 90560 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.566793, Class: 0.990650, Obj: 0.239871, No Obj: 0.000293, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799861, Class: 0.968165, Obj: 0.021291, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686720, Class: 0.990059, Obj: 0.135845, No Obj: 0.000140, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736627, Class: 0.992947, Obj: 0.152775, No Obj: 0.000195, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675540, Class: 0.991934, Obj: 0.122602, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762511, Class: 0.996342, Obj: 0.199680, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689820, Class: 0.989310, Obj: 0.251242, No Obj: 0.000107, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.696558, Class: 0.988962, Obj: 0.163403, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719341, Class: 0.985660, Obj: 0.182249, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.560408, Class: 0.992824, Obj: 0.125310, No Obj: 0.000077, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.680194, Class: 0.987654, Obj: 0.009241, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.650502, Class: 0.976784, Obj: 0.220580, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693748, Class: 0.997696, Obj: 0.219796, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719204, Class: 0.990732, Obj: 0.143047, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703981, Class: 0.993793, Obj: 0.015180, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826595, Class: 0.999781, Obj: 0.589381, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1416: 0.425640, 0.434158 avg loss, 0.001000 rate, 3.899639 seconds, 90624 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771855, Class: 0.983040, Obj: 0.013757, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589638, Class: 0.988577, Obj: 0.144457, No Obj: 0.000071, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868216, Class: 0.995426, Obj: 0.116007, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.551514, Class: 0.984684, Obj: 0.025234, No Obj: 0.000042, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830439, Class: 0.994538, Obj: 0.040999, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653331, Class: 0.998036, Obj: 0.517922, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.812344, Class: 0.995811, Obj: 0.146465, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535817, Class: 0.992423, Obj: 0.140875, No Obj: 0.000123, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582437, Class: 0.999949, Obj: 0.042762, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747214, Class: 0.998772, Obj: 0.007453, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813620, Class: 0.995473, Obj: 0.243761, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708952, Class: 0.999032, Obj: 0.642459, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717730, Class: 0.992628, Obj: 0.123472, No Obj: 0.000127, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1417: 0.391022, 0.429845 avg loss, 0.001000 rate, 3.907021 seconds, 90688 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647530, Class: 0.987656, Obj: 0.027289, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721794, Class: 0.994161, Obj: 0.131469, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.585145, Class: 0.982131, Obj: 0.004945, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832386, Class: 0.984134, Obj: 0.098480, No Obj: 0.000057, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889191, Class: 0.999585, Obj: 0.008515, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751823, Class: 0.999720, Obj: 0.096989, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779773, Class: 0.984751, Obj: 0.100594, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700399, Class: 0.993525, Obj: 0.066422, No Obj: 0.000077, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714010, Class: 0.999327, Obj: 0.370366, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834861, Class: 0.986389, Obj: 0.023342, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824978, Class: 0.996231, Obj: 0.050453, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877701, Class: 0.997303, Obj: 0.051232, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.611948, Class: 0.991878, Obj: 0.012990, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.939062, Class: 0.852313, Obj: 0.099273, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841042, Class: 0.987454, Obj: 0.017268, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1418: 0.332183, 0.420079 avg loss, 0.001000 rate, 3.903298 seconds, 90752 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678011, Class: 0.996042, Obj: 0.038737, No Obj: 0.000046, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623006, Class: 0.990948, Obj: 0.138610, No Obj: 0.000103, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.679705, Class: 0.981763, Obj: 0.056772, No Obj: 0.000049, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693268, Class: 0.994546, Obj: 0.122348, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723003, Class: 0.995570, Obj: 0.069071, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628281, Class: 0.998047, Obj: 0.004977, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681472, Class: 0.995813, Obj: 0.056629, No Obj: 0.000078, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699972, Class: 0.999209, Obj: 0.030613, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720129, Class: 0.998447, Obj: 0.147676, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675089, Class: 0.988514, Obj: 0.034730, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.854245, Class: 0.995316, Obj: 0.109957, No Obj: 0.000070, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.603224, Class: 0.770243, Obj: 0.000894, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858536, Class: 0.995994, Obj: 0.428100, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799139, Class: 0.985739, Obj: 0.130101, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834584, Class: 0.986904, Obj: 0.048834, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673897, Class: 0.997688, Obj: 0.131995, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1419: 0.496127, 0.427683 avg loss, 0.001000 rate, 3.917323 seconds, 90816 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766621, Class: 0.990235, Obj: 0.010732, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.660740, Class: 0.991344, Obj: 0.060821, No Obj: 0.000032, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694266, Class: 0.999072, Obj: 0.491367, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726044, Class: 0.996639, Obj: 0.069515, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743509, Class: 0.984998, Obj: 0.142430, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629984, Class: 0.983019, Obj: 0.025256, No Obj: 0.000062, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782407, Class: 0.980368, Obj: 0.121413, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823345, Class: 0.993921, Obj: 0.074206, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915194, Class: 0.998056, Obj: 0.236823, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752519, Class: 0.989490, Obj: 0.058435, No Obj: 0.000060, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630650, Class: 0.967005, Obj: 0.016681, No Obj: 0.000036, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.655932, Class: 0.993975, Obj: 0.038343, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.897225, Class: 0.997652, Obj: 0.485719, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.650705, Class: 0.977031, Obj: 0.186388, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623692, Class: 0.985846, Obj: 0.100143, No Obj: 0.000052, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712565, Class: 0.997073, Obj: 0.169265, No Obj: 0.000059, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1420: 0.408438, 0.425759 avg loss, 0.001000 rate, 3.916898 seconds, 90880 images Loaded: 0.000085 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838774, Class: 0.998811, Obj: 0.276983, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802187, Class: 0.998388, Obj: 0.091141, No Obj: 0.000081, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.673347, Class: 0.986723, Obj: 0.378826, No Obj: 0.000429, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717632, Class: 0.998920, Obj: 0.480512, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715000, Class: 0.996911, Obj: 0.077700, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655046, Class: 0.988298, Obj: 0.215953, No Obj: 0.000043, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.648091, Class: 0.993944, Obj: 0.083714, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808716, Class: 0.995655, Obj: 0.069104, No Obj: 0.000100, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845343, Class: 0.997192, Obj: 0.123062, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728334, Class: 0.996766, Obj: 0.119116, No Obj: 0.000101, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840462, Class: 0.989650, Obj: 0.352279, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826983, Class: 0.985050, Obj: 0.011617, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613077, Class: 0.994689, Obj: 0.061489, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698318, Class: 0.996938, Obj: 0.097637, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1421: 0.411478, 0.424331 avg loss, 0.001000 rate, 3.920689 seconds, 90944 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742405, Class: 0.993670, Obj: 0.158887, No Obj: 0.000122, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727798, Class: 0.996384, Obj: 0.110181, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868405, Class: 0.998832, Obj: 0.636683, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678026, Class: 0.990620, Obj: 0.055929, No Obj: 0.000112, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589525, Class: 0.997349, Obj: 0.087472, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593171, Class: 0.997134, Obj: 0.069390, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685902, Class: 0.992087, Obj: 0.120122, No Obj: 0.000118, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744268, Class: 0.998055, Obj: 0.416995, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915614, Class: 0.993118, Obj: 0.016031, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824619, Class: 0.995314, Obj: 0.141245, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807703, Class: 0.991816, Obj: 0.114487, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780057, Class: 0.995103, Obj: 0.401209, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1422: 0.373156, 0.419213 avg loss, 0.001000 rate, 3.904115 seconds, 91008 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729158, Class: 0.974348, Obj: 0.285094, No Obj: 0.000148, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.822568, Class: 0.994400, Obj: 0.274863, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621862, Class: 0.962120, Obj: 0.011794, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.761504, Class: 0.992095, Obj: 0.093210, No Obj: 0.000158, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748141, Class: 0.984865, Obj: 0.233503, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.655504, Class: 0.985286, Obj: 0.181707, No Obj: 0.000270, .5R: 0.833333, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000385, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763200, Class: 0.996745, Obj: 0.570187, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794056, Class: 0.995737, Obj: 0.238007, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738701, Class: 0.923857, Obj: 0.076522, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716314, Class: 0.986669, Obj: 0.068536, No Obj: 0.000105, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.545762, Class: 0.994736, Obj: 0.217840, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759910, Class: 0.997443, Obj: 0.004520, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669753, Class: 0.998759, Obj: 0.013333, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.580296, Class: 0.991730, Obj: 0.305568, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636792, Class: 0.984744, Obj: 0.052112, No Obj: 0.000156, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510973, Class: 0.917663, Obj: 0.000901, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.594898, Class: 0.978961, Obj: 0.019418, No Obj: 0.000147, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1423: 0.680422, 0.445334 avg loss, 0.001000 rate, 3.926523 seconds, 91072 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.683955, Class: 0.989093, Obj: 0.018929, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747346, Class: 0.989570, Obj: 0.036913, No Obj: 0.000120, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.755073, Class: 0.974485, Obj: 0.048930, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.610951, Class: 0.964160, Obj: 0.071479, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.695191, Class: 0.993430, Obj: 0.078922, No Obj: 0.000125, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740040, Class: 0.966826, Obj: 0.038974, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.588028, Class: 0.987045, Obj: 0.097734, No Obj: 0.000115, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866827, Class: 0.998086, Obj: 0.568529, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.608345, Class: 0.980811, Obj: 0.117834, No Obj: 0.000115, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.437500, Class: 0.961884, Obj: 0.006569, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777283, Class: 0.997678, Obj: 0.321001, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767727, Class: 0.972375, Obj: 0.046119, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675652, Class: 0.993327, Obj: 0.184876, No Obj: 0.000158, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.519018, Class: 0.988877, Obj: 0.250986, No Obj: 0.000085, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696123, Class: 0.996710, Obj: 0.304297, No Obj: 0.000280, .5R: 1.000000, .75R: 0.250000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1424: 0.567461, 0.457547 avg loss, 0.001000 rate, 3.914219 seconds, 91136 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.790477, Class: 0.877907, Obj: 0.036968, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747349, Class: 0.996702, Obj: 0.120331, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786376, Class: 0.991808, Obj: 0.172132, No Obj: 0.000166, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.700871, Class: 0.992807, Obj: 0.124744, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776015, Class: 0.995596, Obj: 0.504761, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842638, Class: 0.996020, Obj: 0.015512, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.740787, Class: 0.993786, Obj: 0.675931, No Obj: 0.000232, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866097, Class: 0.999387, Obj: 0.635538, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782383, Class: 0.998779, Obj: 0.113535, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744727, Class: 0.998276, Obj: 0.331403, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730237, Class: 0.999621, Obj: 0.614778, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945511, Class: 0.984105, Obj: 0.458382, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661872, Class: 0.990110, Obj: 0.056832, No Obj: 0.000137, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890096, Class: 0.976891, Obj: 0.373998, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762595, Class: 0.997827, Obj: 0.315621, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1425: 0.274167, 0.439209 avg loss, 0.001000 rate, 3.910755 seconds, 91200 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.780772, Class: 0.955917, Obj: 0.000557, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842959, Class: 0.979268, Obj: 0.166062, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771246, Class: 0.984652, Obj: 0.043818, No Obj: 0.000057, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706286, Class: 0.993528, Obj: 0.064663, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658470, Class: 0.998452, Obj: 0.048541, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751299, Class: 0.968961, Obj: 0.149462, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.619759, Class: 0.991674, Obj: 0.015970, No Obj: 0.000091, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.879908, Class: 0.972815, Obj: 0.124077, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.598201, Class: 0.975470, Obj: 0.153095, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698059, Class: 0.993386, Obj: 0.034867, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707558, Class: 0.997503, Obj: 0.079310, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744740, Class: 0.991939, Obj: 0.122157, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720975, Class: 0.993177, Obj: 0.138277, No Obj: 0.000092, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699504, Class: 0.995027, Obj: 0.574393, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.391615, Class: 0.996191, Obj: 0.027879, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694462, Class: 0.973473, Obj: 0.142766, No Obj: 0.000174, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1426: 0.402279, 0.435516 avg loss, 0.001000 rate, 3.908100 seconds, 91264 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675866, Class: 0.982151, Obj: 0.167996, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636914, Class: 0.992313, Obj: 0.070040, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737543, Class: 0.998005, Obj: 0.083770, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647467, Class: 0.993059, Obj: 0.029375, No Obj: 0.000050, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593821, Class: 0.869687, Obj: 0.001159, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801355, Class: 0.996845, Obj: 0.105213, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653898, Class: 0.995048, Obj: 0.022030, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613201, Class: 0.981772, Obj: 0.053305, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642353, Class: 0.996044, Obj: 0.115714, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.831633, Class: 0.987339, Obj: 0.067690, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750777, Class: 0.982513, Obj: 0.019470, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747949, Class: 0.996978, Obj: 0.165553, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.546959, Class: 0.980455, Obj: 0.000667, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.608840, Class: 0.996539, Obj: 0.082889, No Obj: 0.000094, .5R: 0.857143, .75R: 0.000000, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1427: 0.420505, 0.434015 avg loss, 0.001000 rate, 3.920624 seconds, 91328 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.497056, Class: 0.993473, Obj: 0.070166, No Obj: 0.000086, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767566, Class: 0.989655, Obj: 0.038140, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786878, Class: 0.974288, Obj: 0.026945, No Obj: 0.000189, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.775344, Class: 0.996911, Obj: 0.294545, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692661, Class: 0.999738, Obj: 0.304704, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611356, Class: 0.996325, Obj: 0.017477, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669138, Class: 0.995311, Obj: 0.261541, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828027, Class: 0.993795, Obj: 0.070947, No Obj: 0.000055, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712403, Class: 0.921331, Obj: 0.001498, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666735, Class: 0.992928, Obj: 0.030588, No Obj: 0.000041, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686769, Class: 0.998396, Obj: 0.022699, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531348, Class: 0.970995, Obj: 0.003696, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745949, Class: 0.992000, Obj: 0.083663, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604499, Class: 0.954117, Obj: 0.116624, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.687622, Class: 0.987921, Obj: 0.006344, No Obj: 0.000048, .5R: 1.000000, .75R: 0.111111, count: 9 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1428: 0.454646, 0.436078 avg loss, 0.001000 rate, 3.910156 seconds, 91392 images Loaded: 0.000080 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812149, Class: 0.995845, Obj: 0.518186, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.291743, Class: 0.979801, Obj: 0.126824, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676337, Class: 0.994575, Obj: 0.106581, No Obj: 0.000059, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493517, Class: 0.998446, Obj: 0.010985, No Obj: 0.000040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488007, Class: 0.982504, Obj: 0.280066, No Obj: 0.000167, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623469, Class: 0.994788, Obj: 0.023643, No Obj: 0.000038, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753775, Class: 0.993987, Obj: 0.129702, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667857, Class: 0.997445, Obj: 0.003035, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670589, Class: 0.976386, Obj: 0.027992, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559002, Class: 0.994212, Obj: 0.005892, No Obj: 0.000050, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697032, Class: 0.991352, Obj: 0.032505, No Obj: 0.000048, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.500452, Class: 0.975286, Obj: 0.130974, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.539278, Class: 0.975483, Obj: 0.010653, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740379, Class: 0.993060, Obj: 0.068880, No Obj: 0.000073, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1429: 0.514894, 0.443959 avg loss, 0.001000 rate, 3.908575 seconds, 91456 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544234, Class: 0.999526, Obj: 0.215697, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661332, Class: 0.989619, Obj: 0.012311, No Obj: 0.000057, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767582, Class: 0.979340, Obj: 0.001078, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751912, Class: 0.997725, Obj: 0.095996, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738526, Class: 0.989117, Obj: 0.223430, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.462928, Class: 0.996864, Obj: 0.100826, No Obj: 0.000039, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.452967, Class: 0.998636, Obj: 0.653039, No Obj: 0.000162, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756404, Class: 0.994816, Obj: 0.170174, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644286, Class: 0.993926, Obj: 0.523305, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666996, Class: 0.998405, Obj: 0.033175, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656720, Class: 0.988087, Obj: 0.571329, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772846, Class: 0.991769, Obj: 0.062185, No Obj: 0.000075, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623812, Class: 0.995381, Obj: 0.052442, No Obj: 0.000060, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715789, Class: 0.998750, Obj: 0.323215, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.851080, Class: 0.994296, Obj: 0.021366, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1430: 0.385325, 0.438096 avg loss, 0.001000 rate, 3.901596 seconds, 91520 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846864, Class: 0.959980, Obj: 0.014863, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739863, Class: 0.993716, Obj: 0.106856, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579268, Class: 0.997061, Obj: 0.041760, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588472, Class: 0.997895, Obj: 0.084678, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777910, Class: 0.993902, Obj: 0.158702, No Obj: 0.000194, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.690453, Class: 0.993779, Obj: 0.035415, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884559, Class: 0.964193, Obj: 0.163083, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667876, Class: 0.992382, Obj: 0.114633, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843610, Class: 0.986211, Obj: 0.037530, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701814, Class: 0.992551, Obj: 0.138847, No Obj: 0.000084, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598929, Class: 0.988749, Obj: 0.043055, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758979, Class: 0.994242, Obj: 0.034219, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.720227, Class: 0.995001, Obj: 0.074214, No Obj: 0.000096, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1431: 0.410811, 0.435367 avg loss, 0.001000 rate, 3.913287 seconds, 91584 images Loaded: 0.000069 seconds Region 82 Avg IOU: 0.667520, Class: 0.949535, Obj: 0.020022, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766831, Class: 0.986028, Obj: 0.178022, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.701747, Class: 0.983413, Obj: 0.100519, No Obj: 0.000103, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876057, Class: 0.989124, Obj: 0.118363, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633332, Class: 0.995211, Obj: 0.089830, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823354, Class: 0.998465, Obj: 0.686062, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669455, Class: 0.994715, Obj: 0.070726, No Obj: 0.000114, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817933, Class: 0.995264, Obj: 0.686987, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680129, Class: 0.993854, Obj: 0.052968, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621463, Class: 0.996304, Obj: 0.060224, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785922, Class: 0.999271, Obj: 0.169796, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860426, Class: 0.976224, Obj: 0.220305, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.786052, Class: 0.994707, Obj: 0.109758, No Obj: 0.000110, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578615, Class: 0.985457, Obj: 0.043210, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.604585, Class: 0.968988, Obj: 0.080881, No Obj: 0.000071, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808789, Class: 0.994003, Obj: 0.039971, No Obj: 0.000111, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1432: 0.452906, 0.437121 avg loss, 0.001000 rate, 3.922241 seconds, 91648 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641826, Class: 0.998404, Obj: 0.067235, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.942976, Class: 0.990824, Obj: 0.035995, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809374, Class: 0.991338, Obj: 0.244808, No Obj: 0.000251, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.691578, Class: 0.994175, Obj: 0.235105, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.701446, Class: 0.904794, Obj: 0.000170, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709877, Class: 0.975217, Obj: 0.071422, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.729649, Class: 0.993799, Obj: 0.101386, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.627436, Class: 0.981876, Obj: 0.080771, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782428, Class: 0.990867, Obj: 0.005508, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805451, Class: 0.995924, Obj: 0.233003, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.587865, Class: 0.955228, Obj: 0.001517, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715524, Class: 0.992748, Obj: 0.099249, No Obj: 0.000166, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.504520, Class: 0.968452, Obj: 0.007437, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.515475, Class: 0.989222, Obj: 0.002650, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.717824, Class: 0.991515, Obj: 0.080271, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788214, Class: 0.996308, Obj: 0.073531, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1433: 0.419541, 0.435363 avg loss, 0.001000 rate, 3.921475 seconds, 91712 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742550, Class: 0.992281, Obj: 0.154620, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674808, Class: 0.987718, Obj: 0.106896, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.707389, Class: 0.992464, Obj: 0.166349, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740744, Class: 0.974613, Obj: 0.256094, No Obj: 0.000114, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.930024, Class: 0.997563, Obj: 0.145369, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692385, Class: 0.991377, Obj: 0.126981, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671667, Class: 0.996005, Obj: 0.106487, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772959, Class: 0.998704, Obj: 0.040639, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637464, Class: 0.985417, Obj: 0.076355, No Obj: 0.000149, .5R: 0.700000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831380, Class: 0.995427, Obj: 0.727616, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679095, Class: 0.995478, Obj: 0.041843, No Obj: 0.000144, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804119, Class: 0.996758, Obj: 0.495252, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.687072, Class: 0.989493, Obj: 0.103034, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1434: 0.448276, 0.436655 avg loss, 0.001000 rate, 3.923564 seconds, 91776 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685572, Class: 0.979172, Obj: 0.059982, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.502716, Class: 0.995806, Obj: 0.268287, No Obj: 0.000059, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836609, Class: 0.971020, Obj: 0.066945, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.616922, Class: 0.981285, Obj: 0.056570, No Obj: 0.000060, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731823, Class: 0.994780, Obj: 0.035052, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758411, Class: 0.994868, Obj: 0.151771, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761164, Class: 0.995910, Obj: 0.072389, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843309, Class: 0.991428, Obj: 0.143188, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853253, Class: 0.992376, Obj: 0.114291, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598279, Class: 0.992012, Obj: 0.072440, No Obj: 0.000047, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.786923, Class: 0.986082, Obj: 0.181927, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804515, Class: 0.990686, Obj: 0.766738, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712637, Class: 0.990340, Obj: 0.159041, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788599, Class: 0.964347, Obj: 0.244173, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.634980, Class: 0.996782, Obj: 0.069133, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1435: 0.397621, 0.432751 avg loss, 0.001000 rate, 3.913480 seconds, 91840 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647829, Class: 0.985815, Obj: 0.285463, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770394, Class: 0.988024, Obj: 0.083199, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727403, Class: 0.987440, Obj: 0.134170, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.693457, Class: 0.988957, Obj: 0.140943, No Obj: 0.000172, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.696072, Class: 0.993215, Obj: 0.003943, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.503192, Class: 0.973033, Obj: 0.065212, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704659, Class: 0.991350, Obj: 0.117044, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735338, Class: 0.993785, Obj: 0.095516, No Obj: 0.000078, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.867697, Class: 0.989798, Obj: 0.164636, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717398, Class: 0.994794, Obj: 0.068034, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576204, Class: 0.974463, Obj: 0.147938, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718878, Class: 0.992385, Obj: 0.119519, No Obj: 0.000124, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690574, Class: 0.979830, Obj: 0.101546, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744338, Class: 0.988501, Obj: 0.089153, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687896, Class: 0.996582, Obj: 0.085150, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1436: 0.553459, 0.444822 avg loss, 0.001000 rate, 3.918383 seconds, 91904 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750645, Class: 0.996693, Obj: 0.149043, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616131, Class: 0.991212, Obj: 0.019637, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707684, Class: 0.992590, Obj: 0.360164, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592651, Class: 0.991117, Obj: 0.139071, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829614, Class: 0.950803, Obj: 0.024953, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.780273, Class: 0.991645, Obj: 0.121557, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.447542, Class: 0.998377, Obj: 0.163615, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733147, Class: 0.992503, Obj: 0.108377, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878690, Class: 0.984371, Obj: 0.296829, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673480, Class: 0.982252, Obj: 0.133884, No Obj: 0.000118, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681569, Class: 0.990935, Obj: 0.217884, No Obj: 0.000133, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.909308, Class: 0.980103, Obj: 0.064407, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.730270, Class: 0.994587, Obj: 0.358651, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746203, Class: 0.996036, Obj: 0.161058, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1437: 0.419571, 0.442297 avg loss, 0.001000 rate, 3.903732 seconds, 91968 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776945, Class: 0.993523, Obj: 0.202674, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764167, Class: 0.991731, Obj: 0.043881, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781252, Class: 0.994713, Obj: 0.086501, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734528, Class: 0.992376, Obj: 0.205893, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.576377, Class: 0.981072, Obj: 0.010682, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790098, Class: 0.977401, Obj: 0.405559, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620729, Class: 0.991271, Obj: 0.144211, No Obj: 0.000116, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.827940, Class: 0.995541, Obj: 0.052423, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762634, Class: 0.996651, Obj: 0.255495, No Obj: 0.000228, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.770599, Class: 0.993166, Obj: 0.112653, No Obj: 0.000179, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724110, Class: 0.999817, Obj: 0.885416, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.696284, Class: 0.995158, Obj: 0.658357, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.656778, Class: 0.971275, Obj: 0.034916, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789643, Class: 0.975860, Obj: 0.063227, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640619, Class: 0.991501, Obj: 0.037903, No Obj: 0.000042, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1438: 0.354964, 0.433564 avg loss, 0.001000 rate, 3.924168 seconds, 92032 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767948, Class: 0.994300, Obj: 0.303443, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.846249, Class: 0.989743, Obj: 0.067463, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782179, Class: 0.995443, Obj: 0.326033, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842997, Class: 0.994577, Obj: 0.298268, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596481, Class: 0.948330, Obj: 0.045039, No Obj: 0.000170, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.676488, Class: 0.991716, Obj: 0.219832, No Obj: 0.000148, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.489192, Class: 0.973080, Obj: 0.381607, No Obj: 0.000413, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.629464, Class: 0.998752, Obj: 0.051129, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.912228, Class: 0.979030, Obj: 0.000131, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.865617, Class: 0.994959, Obj: 0.329171, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.852676, Class: 0.992105, Obj: 0.065368, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794820, Class: 0.981578, Obj: 0.214625, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708091, Class: 0.979772, Obj: 0.789899, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769845, Class: 0.995436, Obj: 0.312911, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727075, Class: 0.995191, Obj: 0.072325, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758354, Class: 0.992791, Obj: 0.151595, No Obj: 0.000158, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1439: 0.376059, 0.427813 avg loss, 0.001000 rate, 3.908915 seconds, 92096 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769961, Class: 0.996725, Obj: 0.223035, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828805, Class: 0.956154, Obj: 0.129490, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.629846, Class: 0.990994, Obj: 0.080781, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692145, Class: 0.995361, Obj: 0.422407, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635375, Class: 0.992378, Obj: 0.051120, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837121, Class: 0.988622, Obj: 0.142448, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702243, Class: 0.988510, Obj: 0.220362, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639891, Class: 0.994603, Obj: 0.117971, No Obj: 0.000128, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829966, Class: 0.974035, Obj: 0.446572, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792059, Class: 0.992563, Obj: 0.235562, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.520706, Class: 0.998244, Obj: 0.612068, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784720, Class: 0.988185, Obj: 0.281832, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675570, Class: 0.997812, Obj: 0.081181, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1440: 0.355513, 0.420583 avg loss, 0.001000 rate, 3.918975 seconds, 92160 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832352, Class: 0.976520, Obj: 0.158490, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682628, Class: 0.986860, Obj: 0.243012, No Obj: 0.000059, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847933, Class: 0.985025, Obj: 0.029121, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744494, Class: 0.992086, Obj: 0.089263, No Obj: 0.000090, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658382, Class: 0.973441, Obj: 0.056241, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.804170, Class: 0.995411, Obj: 0.166753, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.650531, Class: 0.997141, Obj: 0.356093, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637075, Class: 0.994367, Obj: 0.034607, No Obj: 0.000078, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750793, Class: 0.969366, Obj: 0.265660, No Obj: 0.000179, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.704579, Class: 0.992989, Obj: 0.088365, No Obj: 0.000107, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879175, Class: 0.986009, Obj: 0.200179, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810662, Class: 0.997465, Obj: 0.062232, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644812, Class: 0.995752, Obj: 0.009157, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.897043, Class: 0.994322, Obj: 0.096519, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.524197, Class: 0.981589, Obj: 0.000036, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1441: 0.452337, 0.423758 avg loss, 0.001000 rate, 3.909874 seconds, 92224 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695712, Class: 0.973634, Obj: 0.031132, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.753697, Class: 0.957022, Obj: 0.118799, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638947, Class: 0.958763, Obj: 0.034719, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677756, Class: 0.984426, Obj: 0.079062, No Obj: 0.000029, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706659, Class: 0.971989, Obj: 0.238531, No Obj: 0.000090, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721627, Class: 0.996185, Obj: 0.270493, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798585, Class: 0.994178, Obj: 0.111364, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928411, Class: 0.939072, Obj: 0.002683, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734519, Class: 0.990863, Obj: 0.038889, No Obj: 0.000058, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674173, Class: 0.985192, Obj: 0.074004, No Obj: 0.000127, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656805, Class: 0.990326, Obj: 0.218205, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.603880, Class: 0.994742, Obj: 0.045277, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812716, Class: 0.991058, Obj: 0.065820, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756204, Class: 0.989054, Obj: 0.018429, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1442: 0.556737, 0.437056 avg loss, 0.001000 rate, 3.924053 seconds, 92288 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780809, Class: 0.990055, Obj: 0.143867, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673485, Class: 0.991449, Obj: 0.184456, No Obj: 0.000114, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.819981, Class: 0.988158, Obj: 0.126126, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.751638, Class: 0.988493, Obj: 0.082364, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767033, Class: 0.997778, Obj: 0.259232, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723767, Class: 0.985686, Obj: 0.373886, No Obj: 0.000267, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.686620, Class: 0.985486, Obj: 0.047705, No Obj: 0.000036, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574763, Class: 0.998646, Obj: 0.150895, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785322, Class: 0.992020, Obj: 0.200325, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644514, Class: 0.980921, Obj: 0.088638, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651964, Class: 0.993519, Obj: 0.069521, No Obj: 0.000116, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.849713, Class: 0.996521, Obj: 0.285537, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769443, Class: 0.998486, Obj: 0.292038, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.825206, Class: 0.983694, Obj: 0.003517, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.671872, Class: 0.971990, Obj: 0.362743, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.937519, Class: 0.993308, Obj: 0.274513, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756740, Class: 0.984182, Obj: 0.132592, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1443: 0.381900, 0.431541 avg loss, 0.001000 rate, 3.919794 seconds, 92352 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863566, Class: 0.999080, Obj: 0.346636, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.495681, Class: 0.999002, Obj: 0.042206, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652617, Class: 0.996174, Obj: 0.479391, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697266, Class: 0.994458, Obj: 0.149650, No Obj: 0.000151, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767667, Class: 0.994356, Obj: 0.263394, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623342, Class: 0.989106, Obj: 0.176643, No Obj: 0.000088, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.499623, Class: 0.982605, Obj: 0.003094, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674028, Class: 0.976294, Obj: 0.151092, No Obj: 0.000118, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722274, Class: 0.996960, Obj: 0.661975, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742456, Class: 0.996144, Obj: 0.183502, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615481, Class: 0.996601, Obj: 0.001235, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.838924, Class: 0.997967, Obj: 0.796662, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837516, Class: 0.997581, Obj: 0.109763, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.572871, Class: 0.992321, Obj: 0.008047, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1444: 0.406974, 0.429084 avg loss, 0.001000 rate, 3.921876 seconds, 92416 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.712605, Class: 0.996276, Obj: 0.150840, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.867105, Class: 0.969713, Obj: 0.023677, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664427, Class: 0.992013, Obj: 0.091185, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777905, Class: 0.983516, Obj: 0.467029, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733730, Class: 0.997061, Obj: 0.082450, No Obj: 0.000099, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745762, Class: 0.993303, Obj: 0.088921, No Obj: 0.000113, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580030, Class: 0.991364, Obj: 0.050423, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885384, Class: 0.952389, Obj: 0.032565, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770695, Class: 0.990154, Obj: 0.008442, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750404, Class: 0.997496, Obj: 0.007157, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819618, Class: 0.991515, Obj: 0.302708, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828808, Class: 0.994653, Obj: 0.248567, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.666565, Class: 0.988316, Obj: 0.082211, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.911283, Class: 0.992268, Obj: 0.452412, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.588443, Class: 0.981262, Obj: 0.063101, No Obj: 0.000095, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1445: 0.434066, 0.429582 avg loss, 0.001000 rate, 3.927856 seconds, 92480 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629284, Class: 0.997819, Obj: 0.569127, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.754955, Class: 0.998445, Obj: 0.242450, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770871, Class: 0.982594, Obj: 0.399434, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.582328, Class: 0.983070, Obj: 0.075126, No Obj: 0.000117, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628355, Class: 0.974644, Obj: 0.010434, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.781311, Class: 0.996194, Obj: 0.232715, No Obj: 0.000178, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.720758, Class: 0.966376, Obj: 0.094696, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.694341, Class: 0.985427, Obj: 0.206282, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763273, Class: 0.993705, Obj: 0.085669, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770899, Class: 0.995580, Obj: 0.343649, No Obj: 0.000127, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.653517, Class: 0.995843, Obj: 0.008038, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.649897, Class: 0.981932, Obj: 0.723262, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674412, Class: 0.997135, Obj: 0.135035, No Obj: 0.000158, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684950, Class: 0.979694, Obj: 0.371763, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726157, Class: 0.992991, Obj: 0.065838, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800238, Class: 0.996373, Obj: 0.227194, No Obj: 0.000169, .5R: 1.000000, .75R: 0.875000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1446: 0.526414, 0.439265 avg loss, 0.001000 rate, 3.925667 seconds, 92544 images Loaded: 0.000098 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688057, Class: 0.991969, Obj: 0.176747, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935552, Class: 0.991937, Obj: 0.018539, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732968, Class: 0.995429, Obj: 0.198951, No Obj: 0.000115, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.659396, Class: 0.988339, Obj: 0.003737, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751589, Class: 0.999142, Obj: 0.400960, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650751, Class: 0.996401, Obj: 0.174394, No Obj: 0.000174, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.672886, Class: 0.828508, Obj: 0.000037, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761986, Class: 0.996021, Obj: 0.109480, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.784043, Class: 0.990094, Obj: 0.165202, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819791, Class: 0.991292, Obj: 0.041566, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.878854, Class: 0.998156, Obj: 0.384440, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792591, Class: 0.989283, Obj: 0.176203, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734617, Class: 0.989584, Obj: 0.053338, No Obj: 0.000088, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752917, Class: 0.998009, Obj: 0.129094, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768654, Class: 0.996804, Obj: 0.248432, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.493431, Class: 0.995824, Obj: 0.230072, No Obj: 0.000239, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.760311, Class: 0.989538, Obj: 0.140615, No Obj: 0.000200, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.685738, Class: 0.993910, Obj: 0.046718, No Obj: 0.000103, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1447: 0.480664, 0.443405 avg loss, 0.001000 rate, 3.925586 seconds, 92608 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872247, Class: 0.998406, Obj: 0.295635, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639634, Class: 0.995164, Obj: 0.113068, No Obj: 0.000086, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706710, Class: 0.998375, Obj: 0.304452, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862980, Class: 0.963996, Obj: 0.034004, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626440, Class: 0.990304, Obj: 0.097439, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594842, Class: 0.977183, Obj: 0.128020, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680081, Class: 0.990216, Obj: 0.084166, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576480, Class: 0.994441, Obj: 0.086251, No Obj: 0.000152, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606885, Class: 0.994523, Obj: 0.065980, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741448, Class: 0.995747, Obj: 0.153453, No Obj: 0.000098, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702860, Class: 0.992202, Obj: 0.290034, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736817, Class: 0.992804, Obj: 0.147827, No Obj: 0.000084, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.347524, Class: 0.966307, Obj: 0.022191, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723250, Class: 0.995424, Obj: 0.169702, No Obj: 0.000169, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1448: 0.426781, 0.441743 avg loss, 0.001000 rate, 3.914304 seconds, 92672 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741479, Class: 0.995428, Obj: 0.100737, No Obj: 0.000096, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737169, Class: 0.980421, Obj: 0.144682, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660330, Class: 0.995318, Obj: 0.080400, No Obj: 0.000122, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703990, Class: 0.992338, Obj: 0.010482, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623775, Class: 0.993238, Obj: 0.490498, No Obj: 0.000178, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.460590, Class: 0.998668, Obj: 0.093777, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669317, Class: 0.991318, Obj: 0.095544, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670907, Class: 0.995944, Obj: 0.010322, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649262, Class: 0.965683, Obj: 0.080381, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.426421, Class: 0.942886, Obj: 0.000977, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876866, Class: 0.936454, Obj: 0.085796, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753657, Class: 0.996851, Obj: 0.048230, No Obj: 0.000072, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1449: 0.393764, 0.436945 avg loss, 0.001000 rate, 3.922649 seconds, 92736 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769001, Class: 0.977805, Obj: 0.014336, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.586273, Class: 0.996268, Obj: 0.065479, No Obj: 0.000067, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798966, Class: 0.997013, Obj: 0.101594, No Obj: 0.000065, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704278, Class: 0.985551, Obj: 0.196615, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.760744, Class: 0.997080, Obj: 0.046378, No Obj: 0.000064, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.784800, Class: 0.708617, Obj: 0.124828, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.769186, Class: 0.995352, Obj: 0.168217, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794560, Class: 0.998484, Obj: 0.089294, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.795021, Class: 0.971814, Obj: 0.437297, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.593385, Class: 0.992301, Obj: 0.040504, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701142, Class: 0.994018, Obj: 0.161641, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696219, Class: 0.994586, Obj: 0.258062, No Obj: 0.000157, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.735585, Class: 0.991727, Obj: 0.069607, No Obj: 0.000076, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.550912, Class: 0.997780, Obj: 0.757861, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.731875, Class: 0.979516, Obj: 0.139096, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736449, Class: 0.991516, Obj: 0.125384, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790660, Class: 0.989377, Obj: 0.146536, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586618, Class: 0.991176, Obj: 0.068270, No Obj: 0.000067, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1450: 0.478894, 0.441140 avg loss, 0.001000 rate, 3.925512 seconds, 92800 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558398, Class: 0.977898, Obj: 0.009992, No Obj: 0.000025, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798156, Class: 0.973697, Obj: 0.331362, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.563970, Class: 0.989908, Obj: 0.021877, No Obj: 0.000041, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798981, Class: 0.994883, Obj: 0.026125, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.446285, Class: 0.973771, Obj: 0.261111, No Obj: 0.000411, .5R: 0.333333, .75R: 0.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623373, Class: 0.965605, Obj: 0.021642, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586169, Class: 0.992849, Obj: 0.382902, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.809328, Class: 0.996516, Obj: 0.140879, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801021, Class: 0.997701, Obj: 0.257742, No Obj: 0.000195, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.628070, Class: 0.985927, Obj: 0.014470, No Obj: 0.000065, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785432, Class: 0.982293, Obj: 0.023134, No Obj: 0.000035, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781710, Class: 0.995446, Obj: 0.657839, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771355, Class: 0.994516, Obj: 0.035069, No Obj: 0.000065, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1451: 0.449227, 0.441949 avg loss, 0.001000 rate, 3.926892 seconds, 92864 images Loaded: 0.000102 seconds Region 82 Avg IOU: 0.682908, Class: 0.973961, Obj: 0.051238, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.773391, Class: 0.981371, Obj: 0.145425, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.827584, Class: 0.993582, Obj: 0.060914, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676007, Class: 0.995109, Obj: 0.056097, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.687150, Class: 0.990111, Obj: 0.149844, No Obj: 0.000550, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585441, Class: 0.992620, Obj: 0.115308, No Obj: 0.000097, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801118, Class: 0.987384, Obj: 0.046162, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.750589, Class: 0.994484, Obj: 0.076249, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697657, Class: 0.992492, Obj: 0.057746, No Obj: 0.000045, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690160, Class: 0.997254, Obj: 0.022593, No Obj: 0.000053, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768893, Class: 0.996259, Obj: 0.319292, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676102, Class: 0.991221, Obj: 0.091684, No Obj: 0.000102, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761203, Class: 0.996198, Obj: 0.078976, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1452: 0.516806, 0.449434 avg loss, 0.001000 rate, 3.911234 seconds, 92928 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625818, Class: 0.981458, Obj: 0.020428, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.487265, Class: 0.991101, Obj: 0.170698, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759960, Class: 0.982805, Obj: 0.014339, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757278, Class: 0.993971, Obj: 0.063580, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623055, Class: 0.998298, Obj: 0.019373, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782324, Class: 0.996951, Obj: 0.073477, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663084, Class: 0.995994, Obj: 0.015917, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799879, Class: 0.997051, Obj: 0.068565, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652352, Class: 0.998312, Obj: 0.057545, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809749, Class: 0.999032, Obj: 0.303552, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.752702, Class: 0.978745, Obj: 0.346578, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.463623, Class: 0.998687, Obj: 0.040179, No Obj: 0.000094, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757321, Class: 0.996607, Obj: 0.205421, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581138, Class: 0.965963, Obj: 0.020340, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700798, Class: 0.994197, Obj: 0.071314, No Obj: 0.000101, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.715415, Class: 0.980761, Obj: 0.285781, No Obj: 0.000348, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611947, Class: 0.996630, Obj: 0.073263, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1453: 0.437689, 0.448260 avg loss, 0.001000 rate, 3.906073 seconds, 92992 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704473, Class: 0.994440, Obj: 0.100414, No Obj: 0.000139, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.704156, Class: 0.997320, Obj: 0.754936, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.814869, Class: 0.922420, Obj: 0.025134, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.803311, Class: 0.985898, Obj: 0.157589, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687188, Class: 0.991671, Obj: 0.052666, No Obj: 0.000086, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746100, Class: 0.977135, Obj: 0.226483, No Obj: 0.000273, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.811749, Class: 0.995251, Obj: 0.089188, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929229, Class: 0.998293, Obj: 0.690016, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700234, Class: 0.997877, Obj: 0.192092, No Obj: 0.000127, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862823, Class: 0.996097, Obj: 0.788935, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673429, Class: 0.991789, Obj: 0.016845, No Obj: 0.000117, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.653140, Class: 0.961373, Obj: 0.053647, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.716961, Class: 0.994019, Obj: 0.190092, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788193, Class: 0.994846, Obj: 0.050818, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885939, Class: 0.981786, Obj: 0.374646, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817154, Class: 0.995877, Obj: 0.219861, No Obj: 0.000141, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1454: 0.408180, 0.444252 avg loss, 0.001000 rate, 3.899030 seconds, 93056 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839040, Class: 0.982810, Obj: 0.013574, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678030, Class: 0.996399, Obj: 0.242816, No Obj: 0.000220, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641579, Class: 0.957345, Obj: 0.013925, No Obj: 0.000039, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725750, Class: 0.993470, Obj: 0.429184, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.799272, Class: 0.994587, Obj: 0.108184, No Obj: 0.000161, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.717794, Class: 0.893478, Obj: 0.341851, No Obj: 0.000404, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.913989, Class: 0.991070, Obj: 0.031940, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811508, Class: 0.994228, Obj: 0.039625, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.833907, Class: 0.943608, Obj: 0.043193, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.665522, Class: 0.998462, Obj: 0.066603, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674176, Class: 0.994263, Obj: 0.073301, No Obj: 0.000087, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757610, Class: 0.968775, Obj: 0.078744, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767095, Class: 0.993485, Obj: 0.163373, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671637, Class: 0.995914, Obj: 0.109519, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659578, Class: 0.930333, Obj: 0.095875, No Obj: 0.000234, .5R: 0.800000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.730780, Class: 0.993558, Obj: 0.149130, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1455: 0.460290, 0.445856 avg loss, 0.001000 rate, 3.922668 seconds, 93120 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611181, Class: 0.967312, Obj: 0.004029, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.715920, Class: 0.981327, Obj: 0.016272, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634157, Class: 0.993993, Obj: 0.185145, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768488, Class: 0.991359, Obj: 0.199443, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649935, Class: 0.988913, Obj: 0.051910, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816038, Class: 0.998511, Obj: 0.464012, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765157, Class: 0.996939, Obj: 0.179700, No Obj: 0.000162, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744252, Class: 0.992981, Obj: 0.361681, No Obj: 0.000169, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739240, Class: 0.995440, Obj: 0.130678, No Obj: 0.000128, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: 0.678073, Class: 0.997104, Obj: 0.490076, No Obj: 0.000491, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734914, Class: 0.997784, Obj: 0.147951, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.587443, Class: 0.994281, Obj: 0.152049, No Obj: 0.000206, .5R: 0.777778, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740873, Class: 0.998685, Obj: 0.086970, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748568, Class: 0.987365, Obj: 0.172287, No Obj: 0.000196, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734400, Class: 0.995582, Obj: 0.193564, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1456: 0.567124, 0.457983 avg loss, 0.001000 rate, 3.922075 seconds, 93184 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762754, Class: 0.997033, Obj: 0.084442, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623081, Class: 0.993774, Obj: 0.013223, No Obj: 0.000102, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692367, Class: 0.932322, Obj: 0.000292, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698023, Class: 0.991744, Obj: 0.053700, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683087, Class: 0.998741, Obj: 0.514776, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703486, Class: 0.996124, Obj: 0.082908, No Obj: 0.000146, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666785, Class: 0.999785, Obj: 0.523875, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.619019, Class: 0.993634, Obj: 0.096351, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612069, Class: 0.997678, Obj: 0.158559, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.950764, Class: 0.986929, Obj: 0.744403, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772652, Class: 0.997536, Obj: 0.157762, No Obj: 0.000137, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666992, Class: 0.994812, Obj: 0.111713, No Obj: 0.000152, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729268, Class: 0.996866, Obj: 0.236218, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1457: 0.518127, 0.463997 avg loss, 0.001000 rate, 3.908472 seconds, 93248 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697301, Class: 0.951248, Obj: 0.049956, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635877, Class: 0.993740, Obj: 0.168660, No Obj: 0.000087, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.524218, Class: 0.929437, Obj: 0.016442, No Obj: 0.000419, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662475, Class: 0.995875, Obj: 0.056345, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.546451, Class: 0.998233, Obj: 0.544571, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769152, Class: 0.998486, Obj: 0.365794, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.694462, Class: 0.966226, Obj: 0.144207, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373561, Class: 0.992855, Obj: 0.051334, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713744, Class: 0.994894, Obj: 0.045601, No Obj: 0.000105, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653419, Class: 0.998540, Obj: 0.476667, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719738, Class: 0.992922, Obj: 0.131331, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857636, Class: 0.998543, Obj: 0.109561, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686133, Class: 0.994675, Obj: 0.131969, No Obj: 0.000121, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723623, Class: 0.974573, Obj: 0.031204, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.670561, Class: 0.991758, Obj: 0.063909, No Obj: 0.000143, .5R: 0.888889, .75R: 0.333333, count: 9 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1458: 0.523737, 0.469971 avg loss, 0.001000 rate, 3.924307 seconds, 93312 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.723943, Class: 0.994836, Obj: 0.346932, No Obj: 0.000360, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.932121, Class: 0.998186, Obj: 0.579144, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780017, Class: 0.989314, Obj: 0.030866, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742050, Class: 0.996053, Obj: 0.081553, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.813487, Class: 0.998700, Obj: 0.941463, No Obj: 0.000412, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.587472, Class: 0.952253, Obj: 0.043196, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782668, Class: 0.988608, Obj: 0.016927, No Obj: 0.000035, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683988, Class: 0.994696, Obj: 0.149345, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726373, Class: 0.996839, Obj: 0.051224, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808462, Class: 0.994349, Obj: 0.116664, No Obj: 0.000076, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.820363, Class: 0.993634, Obj: 0.882199, No Obj: 0.000412, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.756721, Class: 0.975536, Obj: 0.058978, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.633719, Class: 0.989966, Obj: 0.086966, No Obj: 0.000048, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465199, Class: 0.724865, Obj: 0.000027, No Obj: 0.000059, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689963, Class: 0.989932, Obj: 0.016781, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1459: 0.337703, 0.456744 avg loss, 0.001000 rate, 3.919579 seconds, 93376 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609121, Class: 0.990936, Obj: 0.051837, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680611, Class: 0.993870, Obj: 0.093100, No Obj: 0.000088, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836749, Class: 0.995831, Obj: 0.589501, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715843, Class: 0.996044, Obj: 0.248290, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720316, Class: 0.965902, Obj: 0.139563, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721385, Class: 0.992702, Obj: 0.072392, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719157, Class: 0.995062, Obj: 0.056526, No Obj: 0.000124, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754134, Class: 0.971343, Obj: 0.001200, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736773, Class: 0.986436, Obj: 0.021560, No Obj: 0.000066, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812475, Class: 0.995754, Obj: 0.068796, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500595, Class: 0.991252, Obj: 0.087369, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.719290, Class: 0.992616, Obj: 0.411459, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667876, Class: 0.990090, Obj: 0.412829, No Obj: 0.000282, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.621351, Class: 0.986966, Obj: 0.011932, No Obj: 0.000074, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1460: 0.483119, 0.459382 avg loss, 0.001000 rate, 3.920781 seconds, 93440 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.497754, Class: 0.978735, Obj: 0.754361, No Obj: 0.000789, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870240, Class: 0.989889, Obj: 0.539769, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663736, Class: 0.989290, Obj: 0.054221, No Obj: 0.000046, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.680532, Class: 0.986868, Obj: 0.007391, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843019, Class: 0.984396, Obj: 0.106310, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710676, Class: 0.995169, Obj: 0.049502, No Obj: 0.000085, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697538, Class: 0.961566, Obj: 0.021425, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.718720, Class: 0.996703, Obj: 0.152656, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642385, Class: 0.991518, Obj: 0.130399, No Obj: 0.000062, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768897, Class: 0.995375, Obj: 0.116116, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778140, Class: 0.992277, Obj: 0.035994, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655247, Class: 0.964732, Obj: 0.001881, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580021, Class: 0.985317, Obj: 0.017659, No Obj: 0.000030, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810501, Class: 0.994878, Obj: 0.230238, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1461: 0.409108, 0.454354 avg loss, 0.001000 rate, 3.921646 seconds, 93504 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864233, Class: 0.986743, Obj: 0.027232, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758327, Class: 0.993515, Obj: 0.240021, No Obj: 0.000127, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000391, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584044, Class: 0.972653, Obj: 0.053963, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.736701, Class: 0.994130, Obj: 0.326403, No Obj: 0.000190, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.527623, Class: 0.894826, Obj: 0.000322, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673827, Class: 0.988893, Obj: 0.073082, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741531, Class: 0.985399, Obj: 0.253067, No Obj: 0.000148, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.520079, Class: 0.994857, Obj: 0.041431, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.775360, Class: 0.960913, Obj: 0.082134, No Obj: 0.000251, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.510841, Class: 0.993039, Obj: 0.022869, No Obj: 0.000066, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538481, Class: 0.972774, Obj: 0.207926, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711505, Class: 0.995847, Obj: 0.111366, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636209, Class: 0.991150, Obj: 0.041066, No Obj: 0.000060, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.647699, Class: 0.996588, Obj: 0.455908, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.502077, Class: 0.992242, Obj: 0.104989, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1462: 0.501764, 0.459095 avg loss, 0.001000 rate, 3.912809 seconds, 93568 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633335, Class: 0.993412, Obj: 0.181827, No Obj: 0.000182, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525384, Class: 0.820799, Obj: 0.000125, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724030, Class: 0.992649, Obj: 0.045854, No Obj: 0.000101, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698253, Class: 0.994347, Obj: 0.133884, No Obj: 0.000109, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623677, Class: 0.992978, Obj: 0.061986, No Obj: 0.000090, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618978, Class: 0.980727, Obj: 0.101130, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.699905, Class: 0.993622, Obj: 0.331310, No Obj: 0.000165, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658973, Class: 0.970450, Obj: 0.037616, No Obj: 0.000061, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.603316, Class: 0.994210, Obj: 0.111950, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706338, Class: 0.997980, Obj: 0.080660, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1463: 0.506643, 0.463850 avg loss, 0.001000 rate, 3.925934 seconds, 93632 images Loaded: 0.000081 seconds Region 82 Avg IOU: 0.546260, Class: 0.995700, Obj: 0.681030, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815863, Class: 0.997073, Obj: 0.226983, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593581, Class: 0.999927, Obj: 0.076721, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846430, Class: 0.995440, Obj: 0.136385, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803002, Class: 0.999485, Obj: 0.008779, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622311, Class: 0.984716, Obj: 0.144045, No Obj: 0.000172, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.664560, Class: 0.996764, Obj: 0.923212, No Obj: 0.000365, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668706, Class: 0.994718, Obj: 0.089945, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860604, Class: 0.937287, Obj: 0.011850, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665171, Class: 0.961075, Obj: 0.090874, No Obj: 0.000113, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821407, Class: 0.986859, Obj: 0.335103, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.782719, Class: 0.993250, Obj: 0.125247, No Obj: 0.000153, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709689, Class: 0.993745, Obj: 0.307992, No Obj: 0.000198, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.723720, Class: 0.997665, Obj: 0.377850, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664924, Class: 0.996057, Obj: 0.347644, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.719245, Class: 0.995396, Obj: 0.288976, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1464: 0.401071, 0.457572 avg loss, 0.001000 rate, 3.906179 seconds, 93696 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649354, Class: 0.985580, Obj: 0.089756, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.633380, Class: 0.992915, Obj: 0.087370, No Obj: 0.000095, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822006, Class: 0.993122, Obj: 0.075003, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.491934, Class: 0.981094, Obj: 0.003394, No Obj: 0.000057, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620417, Class: 0.986508, Obj: 0.063099, No Obj: 0.000108, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729929, Class: 0.999111, Obj: 0.317838, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741169, Class: 0.975020, Obj: 0.074312, No Obj: 0.000249, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.642323, Class: 0.985046, Obj: 0.066272, No Obj: 0.000100, .5R: 0.727273, .75R: 0.272727, count: 11 Region 82 Avg IOU: 0.813704, Class: 0.987459, Obj: 0.525428, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.632161, Class: 0.993774, Obj: 0.132992, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698343, Class: 0.987765, Obj: 0.103289, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578315, Class: 0.999943, Obj: 0.057957, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.527258, Class: 0.977561, Obj: 0.153547, No Obj: 0.000131, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681980, Class: 0.994961, Obj: 0.233486, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1465: 0.586630, 0.470478 avg loss, 0.001000 rate, 3.923412 seconds, 93760 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.818866, Class: 0.992575, Obj: 0.193969, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.896815, Class: 0.995214, Obj: 0.056553, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.578245, Class: 0.983767, Obj: 0.089913, No Obj: 0.000087, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.656388, Class: 0.954742, Obj: 0.019321, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721315, Class: 0.992607, Obj: 0.408700, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.636150, Class: 0.890398, Obj: 0.044104, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716206, Class: 0.988680, Obj: 0.046466, No Obj: 0.000080, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.924968, Class: 0.978129, Obj: 0.006535, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.720113, Class: 0.985829, Obj: 0.046600, No Obj: 0.000224, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.609199, Class: 0.990070, Obj: 0.051832, No Obj: 0.000093, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846390, Class: 0.995375, Obj: 0.109709, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.605937, Class: 0.996222, Obj: 0.122420, No Obj: 0.000090, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691121, Class: 0.997356, Obj: 0.372585, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571225, Class: 0.987086, Obj: 0.032168, No Obj: 0.000051, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677727, Class: 0.995705, Obj: 0.088186, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1466: 0.526724, 0.476103 avg loss, 0.001000 rate, 3.909428 seconds, 93824 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.436559, Class: 0.998175, Obj: 0.084263, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764739, Class: 0.992079, Obj: 0.079538, No Obj: 0.000131, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749863, Class: 0.991810, Obj: 0.099951, No Obj: 0.000213, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.670063, Class: 0.993746, Obj: 0.070835, No Obj: 0.000142, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.513899, Class: 0.994689, Obj: 0.046902, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676693, Class: 0.988087, Obj: 0.336896, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821109, Class: 0.983978, Obj: 0.297680, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.551567, Class: 0.997127, Obj: 0.088759, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613911, Class: 0.991392, Obj: 0.085542, No Obj: 0.000076, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686062, Class: 0.990279, Obj: 0.192053, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662530, Class: 0.999264, Obj: 0.244757, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753186, Class: 0.988842, Obj: 0.113010, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1467: 0.406013, 0.469094 avg loss, 0.001000 rate, 3.924506 seconds, 93888 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778867, Class: 0.980925, Obj: 0.287142, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711941, Class: 0.995674, Obj: 0.022184, No Obj: 0.000077, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.701696, Class: 0.984455, Obj: 0.048435, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709496, Class: 0.990861, Obj: 0.060269, No Obj: 0.000083, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664735, Class: 0.999161, Obj: 0.139458, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694539, Class: 0.989198, Obj: 0.006929, No Obj: 0.000060, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.910113, Class: 0.975273, Obj: 0.293490, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777706, Class: 0.982017, Obj: 0.288772, No Obj: 0.000274, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.627178, Class: 0.989093, Obj: 0.056713, No Obj: 0.000063, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.435465, Class: 0.983736, Obj: 0.119925, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727461, Class: 0.997282, Obj: 0.184797, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650011, Class: 0.999928, Obj: 0.701315, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724604, Class: 0.989175, Obj: 0.010416, No Obj: 0.000054, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805637, Class: 0.983049, Obj: 0.625011, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836597, Class: 0.991127, Obj: 0.007080, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725620, Class: 0.996393, Obj: 0.505840, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1468: 0.451665, 0.467351 avg loss, 0.001000 rate, 3.922234 seconds, 93952 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.527450, Class: 0.988984, Obj: 0.060126, No Obj: 0.000045, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829016, Class: 0.993418, Obj: 0.476666, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811934, Class: 0.996775, Obj: 0.146012, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685835, Class: 0.993487, Obj: 0.130774, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.910606, Class: 0.997155, Obj: 0.324959, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.614855, Class: 0.948246, Obj: 0.000807, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.876801, Class: 0.990679, Obj: 0.625041, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715407, Class: 0.990619, Obj: 0.050893, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601902, Class: 0.982903, Obj: 0.206009, No Obj: 0.000300, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.823086, Class: 0.995386, Obj: 0.113547, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729825, Class: 0.992655, Obj: 0.028258, No Obj: 0.000049, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789487, Class: 0.996182, Obj: 0.116660, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900994, Class: 0.997764, Obj: 0.547227, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620607, Class: 0.987502, Obj: 0.035392, No Obj: 0.000051, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1469: 0.361241, 0.456740 avg loss, 0.001000 rate, 3.923587 seconds, 94016 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774372, Class: 0.988127, Obj: 0.448201, No Obj: 0.000290, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.773927, Class: 0.997246, Obj: 0.193758, No Obj: 0.000120, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860839, Class: 0.996237, Obj: 0.428014, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.490221, Class: 0.996106, Obj: 0.132880, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.681512, Class: 0.995878, Obj: 0.886082, No Obj: 0.000307, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806748, Class: 0.982283, Obj: 0.322947, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770191, Class: 0.995777, Obj: 0.214302, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758521, Class: 0.975367, Obj: 0.151784, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710203, Class: 0.988930, Obj: 0.002646, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769691, Class: 0.978205, Obj: 0.117695, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681913, Class: 0.990876, Obj: 0.067564, No Obj: 0.000071, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.659085, Class: 0.984135, Obj: 0.067539, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.830654, Class: 0.995545, Obj: 0.179240, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838504, Class: 0.973913, Obj: 0.368648, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798804, Class: 0.995239, Obj: 0.156147, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697437, Class: 0.973672, Obj: 0.113321, No Obj: 0.000155, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769085, Class: 0.998928, Obj: 0.019870, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1470: 0.368778, 0.447944 avg loss, 0.001000 rate, 3.905532 seconds, 94080 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787237, Class: 0.998317, Obj: 0.034139, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631518, Class: 0.996125, Obj: 0.220790, No Obj: 0.000148, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726822, Class: 0.995591, Obj: 0.061616, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680378, Class: 0.993305, Obj: 0.228233, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.841999, Class: 0.996049, Obj: 0.358176, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922781, Class: 0.941363, Obj: 0.001976, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.580674, Class: 0.994729, Obj: 0.053642, No Obj: 0.000103, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661820, Class: 0.986638, Obj: 0.019747, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722317, Class: 0.995852, Obj: 0.032099, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885744, Class: 0.983193, Obj: 0.016828, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847811, Class: 0.998599, Obj: 0.761431, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.497367, Class: 0.707669, Obj: 0.001068, No Obj: 0.000567, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472154, Class: 0.987206, Obj: 0.010985, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544240, Class: 0.991258, Obj: 0.121210, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649191, Class: 0.992601, Obj: 0.132540, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1471: 0.382339, 0.441383 avg loss, 0.001000 rate, 3.923675 seconds, 94144 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.542941, Class: 0.998284, Obj: 0.307898, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795285, Class: 0.999797, Obj: 0.324577, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.506917, Class: 0.991008, Obj: 0.056535, No Obj: 0.000065, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.598227, Class: 0.996517, Obj: 0.547173, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.752571, Class: 0.985580, Obj: 0.248862, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.580246, Class: 0.988763, Obj: 0.015309, No Obj: 0.000068, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688069, Class: 0.994146, Obj: 0.123074, No Obj: 0.000121, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747357, Class: 0.993128, Obj: 0.029573, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650002, Class: 0.991400, Obj: 0.075137, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.595923, Class: 0.994298, Obj: 0.033255, No Obj: 0.000107, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769234, Class: 0.988648, Obj: 0.288923, No Obj: 0.000266, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.697618, Class: 0.994087, Obj: 0.105857, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638591, Class: 0.967687, Obj: 0.047799, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724140, Class: 0.994557, Obj: 0.036397, No Obj: 0.000118, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1472: 0.500942, 0.447339 avg loss, 0.001000 rate, 3.920738 seconds, 94208 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.677976, Class: 0.986401, Obj: 0.047426, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.711852, Class: 0.986841, Obj: 0.073984, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.565320, Class: 0.989612, Obj: 0.036045, No Obj: 0.000058, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.837780, Class: 0.993744, Obj: 0.246329, No Obj: 0.000366, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.740118, Class: 0.969984, Obj: 0.085860, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672155, Class: 0.991194, Obj: 0.064883, No Obj: 0.000062, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.741025, Class: 0.985343, Obj: 0.368316, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.722358, Class: 0.994363, Obj: 0.061020, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732035, Class: 0.995552, Obj: 0.009607, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790469, Class: 0.994345, Obj: 0.106824, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617959, Class: 0.995388, Obj: 0.175471, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709699, Class: 0.992120, Obj: 0.064327, No Obj: 0.000081, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623148, Class: 0.997034, Obj: 0.015257, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.430353, Class: 0.999711, Obj: 0.140924, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1473: 0.391988, 0.441804 avg loss, 0.001000 rate, 3.906658 seconds, 94272 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745802, Class: 0.999530, Obj: 0.369094, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725369, Class: 0.991258, Obj: 0.094082, No Obj: 0.000099, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.620039, Class: 0.880174, Obj: 0.023499, No Obj: 0.000094, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.710131, Class: 0.927559, Obj: 0.004895, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645134, Class: 0.989882, Obj: 0.127009, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662731, Class: 0.988370, Obj: 0.455728, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642136, Class: 0.991014, Obj: 0.055339, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661567, Class: 0.992303, Obj: 0.032546, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.533133, Class: 0.977813, Obj: 0.032777, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.878565, Class: 0.995081, Obj: 0.239777, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649148, Class: 0.989647, Obj: 0.014746, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796304, Class: 0.987544, Obj: 0.055741, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840412, Class: 0.998641, Obj: 0.123374, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674074, Class: 0.995913, Obj: 0.067325, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698685, Class: 0.986003, Obj: 0.103462, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756496, Class: 0.996361, Obj: 0.057620, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1474: 0.367765, 0.434400 avg loss, 0.001000 rate, 3.907708 seconds, 94336 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602982, Class: 0.994668, Obj: 0.127327, No Obj: 0.000108, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842626, Class: 0.998421, Obj: 0.108796, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682271, Class: 0.990109, Obj: 0.071867, No Obj: 0.000068, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732943, Class: 0.991592, Obj: 0.079528, No Obj: 0.000063, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644489, Class: 0.998752, Obj: 0.138066, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708217, Class: 0.993225, Obj: 0.019049, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827188, Class: 0.984080, Obj: 0.156466, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.613884, Class: 0.963476, Obj: 0.056657, No Obj: 0.000053, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698611, Class: 0.966512, Obj: 0.165873, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.628212, Class: 0.995843, Obj: 0.161194, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598011, Class: 0.972217, Obj: 0.088874, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732867, Class: 0.993794, Obj: 0.046379, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766130, Class: 0.996391, Obj: 0.214378, No Obj: 0.000209, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.740134, Class: 0.990006, Obj: 0.102652, No Obj: 0.000109, .5R: 1.000000, .75R: 0.700000, count: 10 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1475: 0.497541, 0.440714 avg loss, 0.001000 rate, 3.923166 seconds, 94400 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886549, Class: 0.995707, Obj: 0.486477, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.506067, Class: 0.988280, Obj: 0.013264, No Obj: 0.000059, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877063, Class: 0.981289, Obj: 0.501053, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.602335, Class: 0.991465, Obj: 0.004702, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692865, Class: 0.981715, Obj: 0.351818, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616010, Class: 0.991127, Obj: 0.027873, No Obj: 0.000056, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832569, Class: 0.992765, Obj: 0.147037, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.654845, Class: 0.988249, Obj: 0.082066, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.807400, Class: 0.968498, Obj: 0.030293, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.458222, Class: 0.971814, Obj: 0.020060, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.462864, Class: 0.988980, Obj: 0.010247, No Obj: 0.000063, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.918162, Class: 0.990264, Obj: 0.295240, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823363, Class: 0.993138, Obj: 0.365096, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.620189, Class: 0.997697, Obj: 0.068822, No Obj: 0.000064, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676425, Class: 0.993005, Obj: 0.016386, No Obj: 0.000061, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.645750, Class: 0.971254, Obj: 0.013259, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.791334, Class: 0.998583, Obj: 0.461496, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721350, Class: 0.994510, Obj: 0.191159, No Obj: 0.000091, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1476: 0.508618, 0.447504 avg loss, 0.001000 rate, 3.911564 seconds, 94464 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678805, Class: 0.991536, Obj: 0.172703, No Obj: 0.000102, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676276, Class: 0.998865, Obj: 0.114692, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616296, Class: 0.987238, Obj: 0.094038, No Obj: 0.000081, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.703533, Class: 0.944096, Obj: 0.035350, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.797727, Class: 0.968352, Obj: 0.096927, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663808, Class: 0.987139, Obj: 0.095189, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759636, Class: 0.995627, Obj: 0.257432, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785832, Class: 0.993881, Obj: 0.171884, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888259, Class: 0.998952, Obj: 0.659318, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642256, Class: 0.993262, Obj: 0.087193, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796534, Class: 0.991973, Obj: 0.051921, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609721, Class: 0.994533, Obj: 0.093193, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1477: 0.338976, 0.436652 avg loss, 0.001000 rate, 3.918862 seconds, 94528 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.806213, Class: 0.996099, Obj: 0.530568, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688601, Class: 0.990405, Obj: 0.050586, No Obj: 0.000053, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837240, Class: 0.964307, Obj: 0.099068, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.681140, Class: 0.992946, Obj: 0.058334, No Obj: 0.000067, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697274, Class: 0.977489, Obj: 0.181961, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784200, Class: 0.993252, Obj: 0.044847, No Obj: 0.000108, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722983, Class: 0.998905, Obj: 0.065330, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807846, Class: 0.995405, Obj: 0.144066, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705447, Class: 0.992694, Obj: 0.336484, No Obj: 0.000254, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.679758, Class: 0.985680, Obj: 0.046906, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742017, Class: 0.973838, Obj: 0.015512, No Obj: 0.000047, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.712092, Class: 0.997435, Obj: 0.364147, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.761246, Class: 0.971822, Obj: 0.356470, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734560, Class: 0.998215, Obj: 0.170171, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1478: 0.330792, 0.426066 avg loss, 0.001000 rate, 3.921720 seconds, 94592 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680895, Class: 0.953452, Obj: 0.205097, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.616489, Class: 0.989982, Obj: 0.047997, No Obj: 0.000066, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860034, Class: 0.998722, Obj: 0.854968, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617042, Class: 0.983398, Obj: 0.030645, No Obj: 0.000039, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812646, Class: 0.994430, Obj: 0.100205, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864345, Class: 0.997743, Obj: 0.177655, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737462, Class: 0.994257, Obj: 0.160564, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745564, Class: 0.998668, Obj: 0.207258, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812751, Class: 0.997384, Obj: 0.326116, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751172, Class: 0.981175, Obj: 0.005315, No Obj: 0.000054, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806956, Class: 0.994554, Obj: 0.172320, No Obj: 0.000195, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.627046, Class: 0.994866, Obj: 0.108753, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1479: 0.389139, 0.422373 avg loss, 0.001000 rate, 3.923710 seconds, 94656 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659410, Class: 0.989282, Obj: 0.069771, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743842, Class: 0.995939, Obj: 0.006397, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771259, Class: 0.995847, Obj: 0.039192, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.510014, Class: 0.962804, Obj: 0.019037, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738640, Class: 0.986948, Obj: 0.137713, No Obj: 0.000197, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.852595, Class: 0.995045, Obj: 0.177919, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808257, Class: 0.995508, Obj: 0.189561, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636979, Class: 0.989681, Obj: 0.082800, No Obj: 0.000082, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.705202, Class: 0.995449, Obj: 0.648756, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751810, Class: 0.992788, Obj: 0.060866, No Obj: 0.000045, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726287, Class: 0.970761, Obj: 0.134714, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1480: 0.305079, 0.410644 avg loss, 0.001000 rate, 3.923427 seconds, 94720 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.856086, Class: 0.947377, Obj: 0.083985, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.693873, Class: 0.989928, Obj: 0.119639, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692630, Class: 0.992651, Obj: 0.135389, No Obj: 0.000104, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750976, Class: 0.998803, Obj: 0.692341, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763231, Class: 0.993979, Obj: 0.388190, No Obj: 0.000157, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693135, Class: 0.990339, Obj: 0.113587, No Obj: 0.000110, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759361, Class: 0.981747, Obj: 0.177180, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.554151, Class: 0.991609, Obj: 0.111069, No Obj: 0.000070, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726327, Class: 0.978153, Obj: 0.074564, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.844663, Class: 0.994474, Obj: 0.208743, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661476, Class: 0.984222, Obj: 0.062412, No Obj: 0.000127, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917849, Class: 0.961510, Obj: 0.003212, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719983, Class: 0.992698, Obj: 0.122646, No Obj: 0.000159, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852930, Class: 0.992635, Obj: 0.255664, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1481: 0.570744, 0.426654 avg loss, 0.001000 rate, 3.925323 seconds, 94784 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799341, Class: 0.993878, Obj: 0.367307, No Obj: 0.000320, .5R: 0.750000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.795827, Class: 0.995443, Obj: 0.156752, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791416, Class: 0.994458, Obj: 0.269293, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670989, Class: 0.989545, Obj: 0.000337, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643769, Class: 0.991198, Obj: 0.214227, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.622202, Class: 0.983001, Obj: 0.047062, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.664045, Class: 0.977365, Obj: 0.007282, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796014, Class: 0.997480, Obj: 0.076063, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.678378, Class: 0.982133, Obj: 0.007727, No Obj: 0.000320, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.872506, Class: 0.986546, Obj: 0.436892, No Obj: 0.000371, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.630908, Class: 0.995845, Obj: 0.453546, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649458, Class: 0.995179, Obj: 0.065221, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797681, Class: 0.993331, Obj: 0.311499, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.626027, Class: 0.997945, Obj: 0.061880, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870437, Class: 0.994128, Obj: 0.255932, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870702, Class: 0.992660, Obj: 0.231139, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.650609, Class: 0.992967, Obj: 0.136461, No Obj: 0.000097, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1482: 0.320451, 0.416033 avg loss, 0.001000 rate, 3.928651 seconds, 94848 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633148, Class: 0.969346, Obj: 0.020924, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749233, Class: 0.994086, Obj: 0.104181, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557453, Class: 0.982905, Obj: 0.315906, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.604262, Class: 0.990431, Obj: 0.101207, No Obj: 0.000093, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766358, Class: 0.996343, Obj: 0.271588, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739242, Class: 0.978415, Obj: 0.132094, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.581930, Class: 0.990222, Obj: 0.118264, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859573, Class: 0.982590, Obj: 0.297222, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.588445, Class: 0.986489, Obj: 0.106210, No Obj: 0.000167, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582463, Class: 0.992996, Obj: 0.329540, No Obj: 0.000112, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731100, Class: 0.995905, Obj: 0.147017, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.652813, Class: 0.969985, Obj: 0.001120, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618002, Class: 0.964398, Obj: 0.067818, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1483: 0.519469, 0.426377 avg loss, 0.001000 rate, 3.922334 seconds, 94912 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651506, Class: 0.972746, Obj: 0.019051, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.798385, Class: 0.990226, Obj: 0.099145, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807806, Class: 0.995971, Obj: 0.428208, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.545492, Class: 0.997670, Obj: 0.125201, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860759, Class: 0.983989, Obj: 0.012615, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755642, Class: 0.995194, Obj: 0.186883, No Obj: 0.000127, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890526, Class: 0.994655, Obj: 0.825014, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630288, Class: 0.989132, Obj: 0.160136, No Obj: 0.000191, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660312, Class: 0.992157, Obj: 0.097260, No Obj: 0.000092, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.906896, Class: 0.994489, Obj: 0.137191, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550277, Class: 0.988526, Obj: 0.177682, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683432, Class: 0.995839, Obj: 0.197721, No Obj: 0.000107, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640299, Class: 0.981900, Obj: 0.058370, No Obj: 0.000071, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1484: 0.394882, 0.423227 avg loss, 0.001000 rate, 3.918667 seconds, 94976 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.695199, Class: 0.993675, Obj: 0.015553, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730863, Class: 0.985897, Obj: 0.101123, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706044, Class: 0.991446, Obj: 0.044707, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538663, Class: 0.999003, Obj: 0.082370, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785178, Class: 0.993250, Obj: 0.051690, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701449, Class: 0.998762, Obj: 0.546249, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826415, Class: 0.996345, Obj: 0.259533, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684675, Class: 0.995182, Obj: 0.503158, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642262, Class: 0.991965, Obj: 0.152509, No Obj: 0.000100, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754926, Class: 0.988967, Obj: 0.043689, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737908, Class: 0.992436, Obj: 0.141339, No Obj: 0.000130, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860027, Class: 0.985162, Obj: 0.016606, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738999, Class: 0.991836, Obj: 0.226723, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755497, Class: 0.982558, Obj: 0.096053, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722902, Class: 0.997023, Obj: 0.262353, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1485: 0.413987, 0.422303 avg loss, 0.001000 rate, 3.918290 seconds, 95040 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564654, Class: 0.977737, Obj: 0.014795, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.572670, Class: 0.992997, Obj: 0.027065, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805105, Class: 0.996486, Obj: 0.106731, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717808, Class: 0.994701, Obj: 0.296818, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912288, Class: 0.996384, Obj: 0.121819, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645517, Class: 0.985209, Obj: 0.055605, No Obj: 0.000059, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619343, Class: 0.992450, Obj: 0.144785, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.677960, Class: 0.996430, Obj: 0.496123, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.810337, Class: 0.997867, Obj: 0.057535, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589431, Class: 0.984784, Obj: 0.031164, No Obj: 0.000068, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692566, Class: 0.994439, Obj: 0.013652, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725596, Class: 0.988738, Obj: 0.076778, No Obj: 0.000101, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669171, Class: 0.989043, Obj: 0.031421, No Obj: 0.000057, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.636866, Class: 0.987973, Obj: 0.029438, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511516, Class: 0.984522, Obj: 0.031020, No Obj: 0.000027, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1486: 0.530571, 0.433130 avg loss, 0.001000 rate, 3.909512 seconds, 95104 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612608, Class: 0.979645, Obj: 0.014953, No Obj: 0.000036, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.667173, Class: 0.985994, Obj: 0.102056, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831596, Class: 0.992405, Obj: 0.006552, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.555835, Class: 0.992252, Obj: 0.139421, No Obj: 0.000086, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: 0.807314, Class: 0.995217, Obj: 0.856062, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817551, Class: 0.993124, Obj: 0.077402, No Obj: 0.000089, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565299, Class: 0.994329, Obj: 0.093723, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720258, Class: 0.984879, Obj: 0.014726, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691013, Class: 0.995527, Obj: 0.104427, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.669231, Class: 0.998825, Obj: 0.759092, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754338, Class: 0.978059, Obj: 0.156657, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754939, Class: 0.959555, Obj: 0.118326, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.680543, Class: 0.996557, Obj: 0.573090, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719612, Class: 0.992977, Obj: 0.111762, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799384, Class: 0.995873, Obj: 0.151198, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1487: 0.447314, 0.434548 avg loss, 0.001000 rate, 3.918743 seconds, 95168 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798049, Class: 0.993773, Obj: 0.304921, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672012, Class: 0.987388, Obj: 0.133491, No Obj: 0.000158, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543794, Class: 0.994284, Obj: 0.261106, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679986, Class: 0.992708, Obj: 0.021808, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756592, Class: 0.994708, Obj: 0.325176, No Obj: 0.000123, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.610392, Class: 0.986930, Obj: 0.013832, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.706674, Class: 0.948691, Obj: 0.088835, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.632870, Class: 0.982632, Obj: 0.082835, No Obj: 0.000074, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.758959, Class: 0.990394, Obj: 0.363006, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669807, Class: 0.995826, Obj: 0.107463, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687916, Class: 0.988558, Obj: 0.125536, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.819420, Class: 0.996709, Obj: 0.108898, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684334, Class: 0.994885, Obj: 0.129820, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678189, Class: 0.983992, Obj: 0.072001, No Obj: 0.000086, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681710, Class: 0.989067, Obj: 0.092227, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1488: 0.463833, 0.437477 avg loss, 0.001000 rate, 3.910717 seconds, 95232 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.661531, Class: 0.991156, Obj: 0.007027, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743799, Class: 0.973361, Obj: 0.099165, No Obj: 0.000111, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808627, Class: 0.994115, Obj: 0.002131, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787542, Class: 0.991191, Obj: 0.185304, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701380, Class: 0.995098, Obj: 0.187615, No Obj: 0.000140, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723103, Class: 0.984722, Obj: 0.048379, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723360, Class: 0.993049, Obj: 0.186945, No Obj: 0.000187, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788195, Class: 0.996269, Obj: 0.153683, No Obj: 0.000155, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791173, Class: 0.986001, Obj: 0.105043, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692795, Class: 0.994303, Obj: 0.138400, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761191, Class: 0.998650, Obj: 0.144082, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870727, Class: 0.997487, Obj: 0.337632, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.719579, Class: 0.997537, Obj: 0.098816, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.585850, Class: 0.999176, Obj: 0.257673, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712226, Class: 0.996136, Obj: 0.008054, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1489: 0.412803, 0.435010 avg loss, 0.001000 rate, 3.923657 seconds, 95296 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732283, Class: 0.983026, Obj: 0.084479, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701189, Class: 0.999084, Obj: 0.352754, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751782, Class: 0.979895, Obj: 0.053324, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742022, Class: 0.994258, Obj: 0.017826, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614751, Class: 0.987730, Obj: 0.080351, No Obj: 0.000150, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727753, Class: 0.995695, Obj: 0.010575, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720110, Class: 0.993026, Obj: 0.602910, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658613, Class: 0.999494, Obj: 0.471880, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.874211, Class: 0.993087, Obj: 0.232137, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723040, Class: 0.999105, Obj: 0.086584, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669256, Class: 0.995600, Obj: 0.127631, No Obj: 0.000186, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.434376, Class: 0.965409, Obj: 0.034930, No Obj: 0.000037, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695118, Class: 0.988177, Obj: 0.036675, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739704, Class: 0.986249, Obj: 0.004780, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1490: 0.369067, 0.428415 avg loss, 0.001000 rate, 3.915970 seconds, 95360 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780035, Class: 0.987008, Obj: 0.246529, No Obj: 0.000188, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.758859, Class: 0.992768, Obj: 0.195498, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858700, Class: 0.995119, Obj: 0.489411, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.563189, Class: 0.979501, Obj: 0.035743, No Obj: 0.000104, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757652, Class: 0.992614, Obj: 0.259697, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603117, Class: 0.973077, Obj: 0.000539, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583141, Class: 0.989707, Obj: 0.195841, No Obj: 0.000188, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802631, Class: 0.986161, Obj: 0.536204, No Obj: 0.000210, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736654, Class: 0.990695, Obj: 0.127402, No Obj: 0.000114, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601664, Class: 0.998953, Obj: 0.661798, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685601, Class: 0.982156, Obj: 0.027860, No Obj: 0.000048, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633555, Class: 0.998790, Obj: 0.799591, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705342, Class: 0.990379, Obj: 0.036025, No Obj: 0.000082, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706188, Class: 0.969195, Obj: 0.091089, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655015, Class: 0.992158, Obj: 0.154220, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1491: 0.591844, 0.444758 avg loss, 0.001000 rate, 3.912932 seconds, 95424 images Loaded: 0.000078 seconds Region 82 Avg IOU: 0.727740, Class: 0.988457, Obj: 0.060002, No Obj: 0.000481, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.916201, Class: 0.980668, Obj: 0.145416, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664620, Class: 0.989187, Obj: 0.005225, No Obj: 0.000034, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775875, Class: 0.968071, Obj: 0.097843, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.606426, Class: 0.973805, Obj: 0.086330, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624189, Class: 0.982980, Obj: 0.131758, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712322, Class: 0.992449, Obj: 0.060973, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683742, Class: 0.992664, Obj: 0.183914, No Obj: 0.000155, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.725691, Class: 0.943876, Obj: 0.071810, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.438292, Class: 0.988874, Obj: 0.011569, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652774, Class: 0.993443, Obj: 0.035219, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571826, Class: 0.948563, Obj: 0.343772, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844746, Class: 0.999527, Obj: 0.634899, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820737, Class: 0.991358, Obj: 0.028990, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750468, Class: 0.995173, Obj: 0.068939, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1492: 0.432106, 0.443493 avg loss, 0.001000 rate, 3.915775 seconds, 95488 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812655, Class: 0.999180, Obj: 0.358573, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659510, Class: 0.995287, Obj: 0.089469, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684319, Class: 0.988244, Obj: 0.055593, No Obj: 0.000049, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944666, Class: 0.999242, Obj: 0.122927, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812530, Class: 0.992887, Obj: 0.015377, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827928, Class: 0.994429, Obj: 0.666560, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851942, Class: 0.999420, Obj: 0.774242, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698873, Class: 0.946271, Obj: 0.148223, No Obj: 0.000063, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849693, Class: 0.985955, Obj: 0.591435, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710947, Class: 0.991492, Obj: 0.085818, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689082, Class: 0.987431, Obj: 0.069777, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.629243, Class: 0.972498, Obj: 0.038110, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884388, Class: 0.995024, Obj: 0.656690, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1493: 0.260491, 0.425193 avg loss, 0.001000 rate, 3.922721 seconds, 95552 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708957, Class: 0.996728, Obj: 0.018661, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719476, Class: 0.994544, Obj: 0.078259, No Obj: 0.000092, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.601310, Class: 0.972416, Obj: 0.474929, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.602868, Class: 0.989852, Obj: 0.335170, No Obj: 0.000252, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.601942, Class: 0.992378, Obj: 0.014296, No Obj: 0.000034, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695016, Class: 0.992495, Obj: 0.088096, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710671, Class: 0.999610, Obj: 0.592201, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712757, Class: 0.991757, Obj: 0.059826, No Obj: 0.000043, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734860, Class: 0.982818, Obj: 0.074506, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.614920, Class: 0.991101, Obj: 0.017244, No Obj: 0.000048, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727453, Class: 0.989485, Obj: 0.085939, No Obj: 0.000100, .5R: 0.923077, .75R: 0.461538, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697974, Class: 0.991167, Obj: 0.035488, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678681, Class: 0.993627, Obj: 0.075066, No Obj: 0.000087, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.629765, Class: 0.998914, Obj: 0.872696, No Obj: 0.000454, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747636, Class: 0.987842, Obj: 0.026884, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675014, Class: 0.992036, Obj: 0.072612, No Obj: 0.000073, .5R: 1.000000, .75R: 0.142857, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1494: 0.586164, 0.441290 avg loss, 0.001000 rate, 3.928815 seconds, 95616 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743701, Class: 0.990110, Obj: 0.019647, No Obj: 0.000023, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.519865, Class: 0.997538, Obj: 0.346753, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.626701, Class: 0.982585, Obj: 0.172199, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.715367, Class: 0.988674, Obj: 0.061567, No Obj: 0.000081, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736354, Class: 0.991248, Obj: 0.478308, No Obj: 0.000277, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652256, Class: 0.993073, Obj: 0.033959, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690927, Class: 0.962487, Obj: 0.031692, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.814295, Class: 0.992880, Obj: 0.024980, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.713825, Class: 0.909607, Obj: 0.008877, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.646340, Class: 0.923537, Obj: 0.003012, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644874, Class: 0.981980, Obj: 0.019736, No Obj: 0.000048, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829503, Class: 0.986662, Obj: 0.457822, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.626948, Class: 0.990716, Obj: 0.126246, No Obj: 0.000071, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744680, Class: 0.996453, Obj: 0.108705, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617042, Class: 0.989497, Obj: 0.043328, No Obj: 0.000035, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1495: 0.558931, 0.453054 avg loss, 0.001000 rate, 3.915957 seconds, 95680 images Loaded: 0.000091 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793289, Class: 0.981969, Obj: 0.563479, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687552, Class: 0.994435, Obj: 0.014650, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.851847, Class: 0.987064, Obj: 0.053343, No Obj: 0.000399, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.591080, Class: 0.997615, Obj: 0.023930, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687158, Class: 0.995955, Obj: 0.046035, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922572, Class: 0.996223, Obj: 0.202167, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748240, Class: 0.997449, Obj: 0.210076, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766876, Class: 0.987978, Obj: 0.271208, No Obj: 0.000273, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.799805, Class: 0.994376, Obj: 0.137033, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707053, Class: 0.999417, Obj: 0.097244, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719897, Class: 0.998696, Obj: 0.158165, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730227, Class: 0.990810, Obj: 0.130834, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713942, Class: 0.992693, Obj: 0.024384, No Obj: 0.000061, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000363, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798885, Class: 0.994632, Obj: 0.048575, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756848, Class: 0.991751, Obj: 0.146255, No Obj: 0.000081, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1496: 0.325042, 0.440253 avg loss, 0.001000 rate, 3.919056 seconds, 95744 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651506, Class: 0.998865, Obj: 0.375569, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766620, Class: 0.996418, Obj: 0.265308, No Obj: 0.000194, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679232, Class: 0.967228, Obj: 0.045993, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.555311, Class: 0.941812, Obj: 0.465132, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734452, Class: 0.995701, Obj: 0.038661, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.581674, Class: 0.996406, Obj: 0.767475, No Obj: 0.000516, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785958, Class: 0.972733, Obj: 0.049770, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.748224, Class: 0.992867, Obj: 0.082875, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725238, Class: 0.987360, Obj: 0.215841, No Obj: 0.000332, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.701881, Class: 0.990704, Obj: 0.072494, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745668, Class: 0.995645, Obj: 0.101706, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.631171, Class: 0.993509, Obj: 0.517369, No Obj: 0.000367, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773309, Class: 0.995661, Obj: 0.066858, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.776954, Class: 0.938448, Obj: 0.016497, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843517, Class: 0.999189, Obj: 0.377929, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857336, Class: 0.992522, Obj: 0.246454, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1497: 0.296945, 0.425922 avg loss, 0.001000 rate, 3.910117 seconds, 95808 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766789, Class: 0.999083, Obj: 0.105819, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717734, Class: 0.996697, Obj: 0.085136, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.397998, Class: 0.998426, Obj: 0.795448, No Obj: 0.000258, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759639, Class: 0.993678, Obj: 0.188612, No Obj: 0.000117, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853865, Class: 0.981516, Obj: 0.260373, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799328, Class: 0.995776, Obj: 0.250858, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841408, Class: 0.965947, Obj: 0.330110, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672218, Class: 0.994134, Obj: 0.012016, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768155, Class: 0.996535, Obj: 0.179803, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779870, Class: 0.996833, Obj: 0.155844, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774238, Class: 0.994855, Obj: 0.274978, No Obj: 0.000265, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.667314, Class: 0.996361, Obj: 0.081021, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753924, Class: 0.998150, Obj: 0.214188, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1498: 0.316434, 0.414973 avg loss, 0.001000 rate, 3.929250 seconds, 95872 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928205, Class: 0.997113, Obj: 0.580914, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783033, Class: 0.998724, Obj: 0.259513, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660093, Class: 0.943575, Obj: 0.002439, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.534449, Class: 0.992362, Obj: 0.051169, No Obj: 0.000109, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727016, Class: 0.984985, Obj: 0.175549, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646109, Class: 0.978723, Obj: 0.001631, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722587, Class: 0.998709, Obj: 0.313221, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.662550, Class: 0.996252, Obj: 0.825585, No Obj: 0.000694, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.776151, Class: 0.995123, Obj: 0.277986, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.694812, Class: 0.988605, Obj: 0.044035, No Obj: 0.000142, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737286, Class: 0.990262, Obj: 0.232517, No Obj: 0.000245, .5R: 0.916667, .75R: 0.583333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753377, Class: 0.995729, Obj: 0.074071, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.682936, Class: 0.993027, Obj: 0.053574, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.586215, Class: 0.994497, Obj: 0.009336, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790655, Class: 0.996063, Obj: 0.160299, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1499: 0.496357, 0.423112 avg loss, 0.001000 rate, 3.917897 seconds, 95936 images Loaded: 0.000083 seconds Region 82 Avg IOU: 0.739518, Class: 0.994449, Obj: 0.185551, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701964, Class: 0.995046, Obj: 0.437674, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580090, Class: 0.989215, Obj: 0.047453, No Obj: 0.000103, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610176, Class: 0.972433, Obj: 0.079370, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596444, Class: 0.975676, Obj: 0.184960, No Obj: 0.000112, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737964, Class: 0.982809, Obj: 0.190823, No Obj: 0.000105, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853299, Class: 0.977975, Obj: 0.454126, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735132, Class: 0.997276, Obj: 0.132194, No Obj: 0.000114, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756757, Class: 0.999221, Obj: 0.537815, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653843, Class: 0.998787, Obj: 0.398975, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635077, Class: 0.993614, Obj: 0.107015, No Obj: 0.000123, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706328, Class: 0.992596, Obj: 0.092541, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.582784, Class: 0.987305, Obj: 0.036201, No Obj: 0.000112, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1500: 0.462292, 0.427030 avg loss, 0.001000 rate, 3.900615 seconds, 96000 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755551, Class: 0.996343, Obj: 0.299944, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.590640, Class: 0.989825, Obj: 0.164447, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828180, Class: 0.997987, Obj: 0.180661, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670727, Class: 0.994583, Obj: 0.241778, No Obj: 0.000044, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739170, Class: 0.995554, Obj: 0.182768, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847540, Class: 0.996385, Obj: 0.015818, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726139, Class: 0.996704, Obj: 0.164054, No Obj: 0.000137, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746411, Class: 0.992141, Obj: 0.244076, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921103, Class: 0.993545, Obj: 0.307069, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644312, Class: 0.990437, Obj: 0.145761, No Obj: 0.000095, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575964, Class: 0.994163, Obj: 0.031434, No Obj: 0.000099, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612906, Class: 0.996618, Obj: 0.195844, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.653128, Class: 0.997801, Obj: 0.122046, No Obj: 0.000120, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1501: 0.375819, 0.421909 avg loss, 0.001000 rate, 3.696826 seconds, 96064 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.421623, Class: 0.882459, Obj: 0.000139, No Obj: 0.000010, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649615, Class: 0.990438, Obj: 0.078072, No Obj: 0.000074, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620644, Class: 0.968348, Obj: 0.000333, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.849659, Class: 0.994062, Obj: 0.045134, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.784992, Class: 0.997838, Obj: 0.501350, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.807970, Class: 0.997909, Obj: 0.048820, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812543, Class: 0.994347, Obj: 0.102652, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798645, Class: 0.997155, Obj: 0.058871, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805046, Class: 0.999856, Obj: 0.842617, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753735, Class: 0.993497, Obj: 0.020018, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.669548, Class: 0.989887, Obj: 0.627636, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701888, Class: 0.996062, Obj: 0.127192, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828567, Class: 0.997346, Obj: 0.288937, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612968, Class: 0.999770, Obj: 0.160529, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766889, Class: 0.996755, Obj: 0.118102, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819497, Class: 0.999156, Obj: 0.052993, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739703, Class: 0.996312, Obj: 0.085300, No Obj: 0.000083, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1502: 0.438075, 0.423525 avg loss, 0.001000 rate, 3.912130 seconds, 96128 images Loaded: 0.000079 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811123, Class: 0.977350, Obj: 0.120366, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795138, Class: 0.996400, Obj: 0.147257, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.740911, Class: 0.995961, Obj: 0.284824, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828714, Class: 0.977054, Obj: 0.360112, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838096, Class: 0.996444, Obj: 0.213293, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581163, Class: 0.979897, Obj: 0.043112, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660451, Class: 0.985566, Obj: 0.065110, No Obj: 0.000087, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719993, Class: 0.978926, Obj: 0.061941, No Obj: 0.000134, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.664727, Class: 0.988048, Obj: 0.116631, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757458, Class: 0.985514, Obj: 0.044785, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684320, Class: 0.983143, Obj: 0.078511, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.628669, Class: 0.996300, Obj: 0.116985, No Obj: 0.000282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.706847, Class: 0.998776, Obj: 0.008014, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768234, Class: 0.995320, Obj: 0.135981, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.676911, Class: 0.975010, Obj: 0.196084, No Obj: 0.000277, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700186, Class: 0.995886, Obj: 0.259553, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662595, Class: 0.990943, Obj: 0.130317, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723973, Class: 0.991962, Obj: 0.022460, No Obj: 0.000068, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1503: 0.330468, 0.414220 avg loss, 0.001000 rate, 3.916740 seconds, 96192 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663784, Class: 0.948308, Obj: 0.041886, No Obj: 0.000075, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574317, Class: 0.997992, Obj: 0.412073, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687241, Class: 0.986741, Obj: 0.118048, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646372, Class: 0.975905, Obj: 0.128596, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661476, Class: 0.994304, Obj: 0.032908, No Obj: 0.000070, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787921, Class: 0.996821, Obj: 0.420917, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768347, Class: 0.991132, Obj: 0.066346, No Obj: 0.000075, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.536440, Class: 0.992321, Obj: 0.094381, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727052, Class: 0.991220, Obj: 0.112619, No Obj: 0.000062, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737603, Class: 0.994102, Obj: 0.068946, No Obj: 0.000081, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.707595, Class: 0.991722, Obj: 0.029693, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.695049, Class: 0.999099, Obj: 0.014182, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825414, Class: 0.994346, Obj: 0.155933, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.435393, Class: 0.990173, Obj: 0.081908, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769530, Class: 0.997932, Obj: 0.131116, No Obj: 0.000035, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1504: 0.527072, 0.425505 avg loss, 0.001000 rate, 3.905388 seconds, 96256 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589800, Class: 0.998820, Obj: 0.062408, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757374, Class: 0.994990, Obj: 0.152182, No Obj: 0.000079, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725499, Class: 0.998519, Obj: 0.230491, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586263, Class: 0.997305, Obj: 0.342196, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759556, Class: 0.994685, Obj: 0.147179, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646534, Class: 0.998226, Obj: 0.119452, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691643, Class: 0.993284, Obj: 0.060782, No Obj: 0.000098, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633624, Class: 0.993185, Obj: 0.035405, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623950, Class: 0.978479, Obj: 0.004794, No Obj: 0.000033, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858173, Class: 0.999641, Obj: 0.183407, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800952, Class: 0.994637, Obj: 0.041035, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665127, Class: 0.992185, Obj: 0.119235, No Obj: 0.000051, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708663, Class: 0.993417, Obj: 0.167760, No Obj: 0.000112, .5R: 0.714286, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1505: 0.416592, 0.424614 avg loss, 0.001000 rate, 3.901349 seconds, 96320 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701141, Class: 0.965004, Obj: 0.065570, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720564, Class: 0.995499, Obj: 0.195370, No Obj: 0.000163, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.735205, Class: 0.989310, Obj: 0.019852, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787263, Class: 0.996714, Obj: 0.146507, No Obj: 0.000196, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.648606, Class: 0.989763, Obj: 0.107796, No Obj: 0.000120, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.597557, Class: 0.855673, Obj: 0.065288, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.761905, Class: 0.997924, Obj: 0.632765, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692656, Class: 0.992342, Obj: 0.099724, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838357, Class: 0.994342, Obj: 0.269497, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.658746, Class: 0.995815, Obj: 0.133195, No Obj: 0.000117, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677642, Class: 0.995704, Obj: 0.354108, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738941, Class: 0.997264, Obj: 0.226017, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680225, Class: 0.998291, Obj: 0.220643, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.462180, Class: 0.991241, Obj: 0.009910, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1506: 0.405347, 0.422687 avg loss, 0.001000 rate, 3.913014 seconds, 96384 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741005, Class: 0.975896, Obj: 0.001730, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754872, Class: 0.993510, Obj: 0.109532, No Obj: 0.000119, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806533, Class: 0.992899, Obj: 0.186203, No Obj: 0.000187, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714452, Class: 0.996452, Obj: 0.122855, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669562, Class: 0.991699, Obj: 0.070991, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808115, Class: 0.993960, Obj: 0.026558, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722260, Class: 0.993316, Obj: 0.086253, No Obj: 0.000102, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753157, Class: 0.992598, Obj: 0.285778, No Obj: 0.000239, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.682275, Class: 0.989455, Obj: 0.090689, No Obj: 0.000118, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776935, Class: 0.998309, Obj: 0.214888, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661611, Class: 0.993403, Obj: 0.215086, No Obj: 0.000124, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.670828, Class: 0.989021, Obj: 0.008966, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713266, Class: 0.994528, Obj: 0.195527, No Obj: 0.000114, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1507: 0.544482, 0.434866 avg loss, 0.001000 rate, 3.908296 seconds, 96448 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.778677, Class: 0.952023, Obj: 0.023671, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786376, Class: 0.984052, Obj: 0.159244, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680379, Class: 0.994494, Obj: 0.150801, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675615, Class: 0.999339, Obj: 0.416787, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783303, Class: 0.997809, Obj: 0.158728, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665532, Class: 0.984244, Obj: 0.081103, No Obj: 0.000204, .5R: 0.833333, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750916, Class: 0.981168, Obj: 0.042288, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834801, Class: 0.997306, Obj: 0.542875, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688252, Class: 0.990691, Obj: 0.063827, No Obj: 0.000127, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.641540, Class: 0.977788, Obj: 0.309448, No Obj: 0.000487, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758487, Class: 0.988636, Obj: 0.176403, No Obj: 0.000149, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.714354, Class: 0.978364, Obj: 0.042042, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857802, Class: 0.996984, Obj: 0.191523, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.675934, Class: 0.986458, Obj: 0.411506, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771644, Class: 0.993964, Obj: 0.290284, No Obj: 0.000202, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1508: 0.465558, 0.437936 avg loss, 0.001000 rate, 3.900389 seconds, 96512 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754711, Class: 0.985450, Obj: 0.042013, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671321, Class: 0.981613, Obj: 0.108883, No Obj: 0.000109, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.518987, Class: 0.984413, Obj: 0.156844, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715960, Class: 0.996599, Obj: 0.046368, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725260, Class: 0.993112, Obj: 0.024530, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887167, Class: 0.998892, Obj: 0.870149, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718258, Class: 0.996162, Obj: 0.355142, No Obj: 0.000212, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788923, Class: 0.997748, Obj: 0.842133, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783524, Class: 0.999024, Obj: 0.073259, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.603485, Class: 0.997124, Obj: 0.812474, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756213, Class: 0.995872, Obj: 0.162038, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.808654, Class: 0.883129, Obj: 0.015384, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.724291, Class: 0.999164, Obj: 0.620418, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792719, Class: 0.995862, Obj: 0.340076, No Obj: 0.000167, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.669110, Class: 0.996147, Obj: 0.671857, No Obj: 0.000239, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.915946, Class: 0.996957, Obj: 0.218978, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739622, Class: 0.996444, Obj: 0.223691, No Obj: 0.000147, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1509: 0.401760, 0.434318 avg loss, 0.001000 rate, 3.921015 seconds, 96576 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730735, Class: 0.997080, Obj: 0.259724, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764713, Class: 0.997809, Obj: 0.605272, No Obj: 0.000295, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.896894, Class: 0.995919, Obj: 0.128954, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.647891, Class: 0.997553, Obj: 0.536513, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.874289, Class: 0.999167, Obj: 0.580622, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663823, Class: 0.992502, Obj: 0.139760, No Obj: 0.000139, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759949, Class: 0.996309, Obj: 0.243227, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.689130, Class: 0.991330, Obj: 0.075259, No Obj: 0.000097, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759001, Class: 0.992053, Obj: 0.123904, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.500578, Class: 0.966454, Obj: 0.000083, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802876, Class: 0.997742, Obj: 0.072186, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906123, Class: 0.994896, Obj: 0.470286, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763718, Class: 0.997639, Obj: 0.164083, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823358, Class: 0.999865, Obj: 0.248401, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699806, Class: 0.997668, Obj: 0.257641, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1510: 0.303780, 0.421264 avg loss, 0.001000 rate, 3.916510 seconds, 96640 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876991, Class: 0.995838, Obj: 0.434916, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782479, Class: 0.991002, Obj: 0.032827, No Obj: 0.000053, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.911764, Class: 0.996383, Obj: 0.032217, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754448, Class: 0.975217, Obj: 0.003761, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641706, Class: 0.998937, Obj: 0.159479, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769667, Class: 0.997370, Obj: 0.303497, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.507791, Class: 0.996987, Obj: 0.468708, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.742750, Class: 0.997920, Obj: 0.836541, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687016, Class: 0.992487, Obj: 0.020069, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758644, Class: 0.988169, Obj: 0.233839, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674937, Class: 0.996420, Obj: 0.066174, No Obj: 0.000069, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671742, Class: 0.996556, Obj: 0.028109, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703055, Class: 0.997400, Obj: 0.112842, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1511: 0.311499, 0.410288 avg loss, 0.001000 rate, 3.926597 seconds, 96704 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779563, Class: 0.994895, Obj: 0.062414, No Obj: 0.000048, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745136, Class: 0.996193, Obj: 0.068772, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691197, Class: 0.991016, Obj: 0.142121, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570849, Class: 0.993202, Obj: 0.003622, No Obj: 0.000024, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831224, Class: 0.998711, Obj: 0.452692, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701256, Class: 0.999811, Obj: 0.174990, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783271, Class: 0.999823, Obj: 0.362731, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683056, Class: 0.986739, Obj: 0.089892, No Obj: 0.000055, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586196, Class: 0.990719, Obj: 0.088261, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747474, Class: 0.989605, Obj: 0.036782, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801773, Class: 0.997638, Obj: 0.050325, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822785, Class: 0.996811, Obj: 0.063656, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1512: 0.284551, 0.397714 avg loss, 0.001000 rate, 3.922303 seconds, 96768 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749401, Class: 0.991587, Obj: 0.280058, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733325, Class: 0.992376, Obj: 0.040337, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.839390, Class: 0.906894, Obj: 0.012391, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.641257, Class: 0.999623, Obj: 0.419205, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804320, Class: 0.988289, Obj: 0.006813, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663581, Class: 0.995677, Obj: 0.084409, No Obj: 0.000169, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.797968, Class: 0.986829, Obj: 0.052398, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770889, Class: 0.995984, Obj: 0.163010, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.820283, Class: 0.993031, Obj: 0.081386, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.745806, Class: 0.978965, Obj: 0.025483, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796019, Class: 0.992378, Obj: 0.027321, No Obj: 0.000025, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697122, Class: 0.998073, Obj: 0.334325, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814479, Class: 0.994499, Obj: 0.070906, No Obj: 0.000048, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.631908, Class: 0.992625, Obj: 0.021331, No Obj: 0.000279, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808373, Class: 0.998040, Obj: 0.742386, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689873, Class: 0.991857, Obj: 0.051706, No Obj: 0.000064, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738835, Class: 0.996836, Obj: 0.178065, No Obj: 0.000081, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1513: 0.460290, 0.403972 avg loss, 0.001000 rate, 3.912044 seconds, 96832 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749561, Class: 0.994824, Obj: 0.105701, No Obj: 0.000080, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685489, Class: 0.995600, Obj: 0.056389, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.712073, Class: 0.992923, Obj: 0.046015, No Obj: 0.000069, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654783, Class: 0.996808, Obj: 0.009215, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.811684, Class: 0.995083, Obj: 0.050288, No Obj: 0.000046, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759399, Class: 0.990519, Obj: 0.383158, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582983, Class: 0.990226, Obj: 0.031812, No Obj: 0.000043, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.907465, Class: 0.998383, Obj: 0.077949, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852791, Class: 0.978439, Obj: 0.525287, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755229, Class: 0.990208, Obj: 0.122331, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537355, Class: 0.981053, Obj: 0.036450, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748650, Class: 0.998893, Obj: 0.007547, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769615, Class: 0.987321, Obj: 0.197974, No Obj: 0.000175, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.622297, Class: 0.978222, Obj: 0.043480, No Obj: 0.000065, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1514: 0.476680, 0.411242 avg loss, 0.001000 rate, 3.921769 seconds, 96896 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907306, Class: 0.999154, Obj: 0.244238, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803385, Class: 0.996019, Obj: 0.265912, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632726, Class: 0.999811, Obj: 0.763256, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763158, Class: 0.989269, Obj: 0.115954, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.664288, Class: 0.994927, Obj: 0.066717, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.536621, Class: 0.981722, Obj: 0.003229, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739600, Class: 0.994381, Obj: 0.103362, No Obj: 0.000127, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871364, Class: 0.997064, Obj: 0.220738, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718273, Class: 0.996406, Obj: 0.005484, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711967, Class: 0.971547, Obj: 0.385250, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712886, Class: 0.992073, Obj: 0.049622, No Obj: 0.000076, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833657, Class: 0.997977, Obj: 0.174945, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.667155, Class: 0.985249, Obj: 0.034966, No Obj: 0.000064, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640585, Class: 0.991760, Obj: 0.061054, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648601, Class: 0.991282, Obj: 0.001845, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899239, Class: 0.999615, Obj: 0.082465, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741973, Class: 0.993350, Obj: 0.065968, No Obj: 0.000091, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1515: 0.378992, 0.408017 avg loss, 0.001000 rate, 3.904932 seconds, 96960 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750624, Class: 0.982727, Obj: 0.805019, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.891691, Class: 0.994806, Obj: 0.102102, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.815813, Class: 0.980000, Obj: 0.028100, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.699153, Class: 0.998070, Obj: 0.498547, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.557836, Class: 0.989844, Obj: 0.021685, No Obj: 0.000128, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.871872, Class: 0.996050, Obj: 0.285433, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.649289, Class: 0.989345, Obj: 0.601213, No Obj: 0.000469, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.717456, Class: 0.991686, Obj: 0.207049, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.905956, Class: 0.992278, Obj: 0.076111, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696463, Class: 0.996312, Obj: 0.026124, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659747, Class: 0.996949, Obj: 0.227143, No Obj: 0.000127, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880552, Class: 0.976908, Obj: 0.000017, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822513, Class: 0.992957, Obj: 0.220983, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.825828, Class: 0.979933, Obj: 0.393507, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589049, Class: 0.988231, Obj: 0.044716, No Obj: 0.000055, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.612791, Class: 0.926424, Obj: 0.000046, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.618237, Class: 0.998974, Obj: 0.115512, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448696, Class: 0.972895, Obj: 0.000116, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1516: 0.348767, 0.402092 avg loss, 0.001000 rate, 3.921888 seconds, 97024 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.841953, Class: 0.995874, Obj: 0.112886, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.713171, Class: 0.992404, Obj: 0.011200, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738311, Class: 0.996705, Obj: 0.314788, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609136, Class: 0.982863, Obj: 0.050174, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866512, Class: 0.999469, Obj: 0.351396, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626485, Class: 0.993638, Obj: 0.283386, No Obj: 0.000191, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737663, Class: 0.978766, Obj: 0.326664, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.492779, Class: 0.990791, Obj: 0.001018, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.560718, Class: 0.969640, Obj: 0.027886, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.672350, Class: 0.990410, Obj: 0.180999, No Obj: 0.000231, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.702759, Class: 0.983951, Obj: 0.116098, No Obj: 0.000165, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701729, Class: 0.991616, Obj: 0.317880, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682992, Class: 0.992179, Obj: 0.272070, No Obj: 0.000115, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.505343, Class: 0.988545, Obj: 0.027001, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.652542, Class: 0.996311, Obj: 0.096607, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.644046, Class: 0.982377, Obj: 0.031804, No Obj: 0.000176, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731057, Class: 0.990362, Obj: 0.356321, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.827854, Class: 0.994839, Obj: 0.334862, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1517: 0.492037, 0.411087 avg loss, 0.001000 rate, 3.909511 seconds, 97088 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776002, Class: 0.991205, Obj: 0.266493, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751601, Class: 0.988784, Obj: 0.110211, No Obj: 0.000363, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.792834, Class: 0.997493, Obj: 0.659140, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592450, Class: 0.981287, Obj: 0.005035, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672809, Class: 0.985302, Obj: 0.148158, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881613, Class: 0.996906, Obj: 0.103060, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727801, Class: 0.990834, Obj: 0.167677, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724224, Class: 0.991832, Obj: 0.139352, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803031, Class: 0.999296, Obj: 0.105061, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674752, Class: 0.991381, Obj: 0.182276, No Obj: 0.000229, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.702912, Class: 0.980384, Obj: 0.099465, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.606654, Class: 0.999321, Obj: 0.235629, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629833, Class: 0.955311, Obj: 0.114741, No Obj: 0.000162, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727940, Class: 0.990016, Obj: 0.139483, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1518: 0.423845, 0.412363 avg loss, 0.001000 rate, 3.910121 seconds, 97152 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574681, Class: 0.988115, Obj: 0.072029, No Obj: 0.000132, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.721984, Class: 0.992695, Obj: 0.157483, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.543180, Class: 0.996388, Obj: 0.232897, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785045, Class: 0.994916, Obj: 0.046465, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659641, Class: 0.963062, Obj: 0.071099, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589285, Class: 0.981332, Obj: 0.127334, No Obj: 0.000121, .5R: 0.555556, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.554452, Class: 0.974487, Obj: 0.014325, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.635724, Class: 0.989873, Obj: 0.203850, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626013, Class: 0.994064, Obj: 0.103780, No Obj: 0.000118, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658973, Class: 0.999622, Obj: 0.288712, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661952, Class: 0.968949, Obj: 0.054198, No Obj: 0.000129, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749729, Class: 0.997282, Obj: 0.462107, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563299, Class: 0.987879, Obj: 0.057132, No Obj: 0.000080, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718723, Class: 0.998626, Obj: 0.061320, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618729, Class: 0.993331, Obj: 0.082413, No Obj: 0.000093, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1519: 0.619484, 0.433075 avg loss, 0.001000 rate, 3.920654 seconds, 97216 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721440, Class: 0.999203, Obj: 0.131943, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545752, Class: 0.989031, Obj: 0.001754, No Obj: 0.000040, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677254, Class: 0.999506, Obj: 0.714448, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682960, Class: 0.991609, Obj: 0.118662, No Obj: 0.000089, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851594, Class: 0.994291, Obj: 0.018675, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.897393, Class: 0.993921, Obj: 0.121012, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797810, Class: 0.999403, Obj: 0.014543, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682326, Class: 0.995170, Obj: 0.014424, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796026, Class: 0.999570, Obj: 0.788957, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751770, Class: 0.992570, Obj: 0.113141, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773223, Class: 0.977253, Obj: 0.060690, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699034, Class: 0.996402, Obj: 0.145073, No Obj: 0.000100, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612979, Class: 0.993553, Obj: 0.348301, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.656175, Class: 0.988549, Obj: 0.037790, No Obj: 0.000056, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693733, Class: 0.994137, Obj: 0.128143, No Obj: 0.000111, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1520: 0.440346, 0.433802 avg loss, 0.001000 rate, 3.906052 seconds, 97280 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751581, Class: 0.996234, Obj: 0.275249, No Obj: 0.000128, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.548729, Class: 0.992496, Obj: 0.021378, No Obj: 0.000066, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797994, Class: 0.998867, Obj: 0.146918, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.567539, Class: 0.989801, Obj: 0.008807, No Obj: 0.000071, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777696, Class: 0.990622, Obj: 0.019323, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.682355, Class: 0.986738, Obj: 0.100832, No Obj: 0.000081, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588827, Class: 0.990686, Obj: 0.047208, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753742, Class: 0.997907, Obj: 0.078102, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692324, Class: 0.995943, Obj: 0.160631, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828447, Class: 0.986395, Obj: 0.114282, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.508545, Class: 0.990101, Obj: 0.033922, No Obj: 0.000086, .5R: 0.285714, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.664854, Class: 0.915942, Obj: 0.187414, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738024, Class: 0.986190, Obj: 0.283270, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.575918, Class: 0.994245, Obj: 0.067369, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703150, Class: 0.900571, Obj: 0.026885, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.777025, Class: 0.996751, Obj: 0.114488, No Obj: 0.000075, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1521: 0.576435, 0.448065 avg loss, 0.001000 rate, 3.914280 seconds, 97344 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662292, Class: 0.998597, Obj: 0.361486, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698032, Class: 0.980188, Obj: 0.011136, No Obj: 0.000074, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650088, Class: 0.990363, Obj: 0.048039, No Obj: 0.000038, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725210, Class: 0.995909, Obj: 0.118069, No Obj: 0.000058, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725050, Class: 0.991718, Obj: 0.065307, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.629232, Class: 0.886457, Obj: 0.056067, No Obj: 0.000370, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633133, Class: 0.991242, Obj: 0.027341, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860678, Class: 0.999802, Obj: 0.842566, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730909, Class: 0.999297, Obj: 0.906912, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586910, Class: 0.995026, Obj: 0.166572, No Obj: 0.000042, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870112, Class: 0.998842, Obj: 0.021486, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675089, Class: 0.992259, Obj: 0.109563, No Obj: 0.000086, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1522: 0.389037, 0.442162 avg loss, 0.001000 rate, 3.926512 seconds, 97408 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622869, Class: 0.994057, Obj: 0.044309, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707544, Class: 0.998788, Obj: 0.533347, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663224, Class: 0.991905, Obj: 0.035195, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729438, Class: 0.994260, Obj: 0.338298, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.787027, Class: 0.994384, Obj: 0.103247, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721775, Class: 0.998074, Obj: 0.156794, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694749, Class: 0.993072, Obj: 0.061514, No Obj: 0.000100, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870049, Class: 0.999447, Obj: 0.261175, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732963, Class: 0.994355, Obj: 0.070665, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.758564, Class: 0.996757, Obj: 0.052609, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.740958, Class: 0.999351, Obj: 0.377635, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662025, Class: 0.994317, Obj: 0.087261, No Obj: 0.000047, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723666, Class: 0.994028, Obj: 0.112733, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.606423, Class: 0.985767, Obj: 0.004159, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640240, Class: 0.993993, Obj: 0.029403, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1523: 0.454424, 0.443389 avg loss, 0.001000 rate, 3.927842 seconds, 97472 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688235, Class: 0.977210, Obj: 0.005156, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645934, Class: 0.991682, Obj: 0.054449, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738296, Class: 0.977491, Obj: 0.052766, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694999, Class: 0.989497, Obj: 0.052630, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728615, Class: 0.991222, Obj: 0.489137, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.856556, Class: 0.989628, Obj: 0.029941, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757267, Class: 0.992815, Obj: 0.017798, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.800605, Class: 0.994689, Obj: 0.075875, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808495, Class: 0.990399, Obj: 0.261141, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.642394, Class: 0.994456, Obj: 0.026004, No Obj: 0.000060, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.844225, Class: 0.990672, Obj: 0.008245, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.868832, Class: 0.997270, Obj: 0.434869, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.638469, Class: 0.991393, Obj: 0.119868, No Obj: 0.000101, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732942, Class: 0.985100, Obj: 0.067537, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.629647, Class: 0.978663, Obj: 0.025368, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.711101, Class: 0.857352, Obj: 0.008311, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.798667, Class: 0.989491, Obj: 0.055186, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699150, Class: 0.997250, Obj: 0.054758, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1524: 0.462365, 0.445286 avg loss, 0.001000 rate, 3.912949 seconds, 97536 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704038, Class: 0.992724, Obj: 0.266532, No Obj: 0.000246, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.553212, Class: 0.990278, Obj: 0.004223, No Obj: 0.000067, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879833, Class: 0.999751, Obj: 0.800028, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777730, Class: 0.992715, Obj: 0.118208, No Obj: 0.000141, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.666118, Class: 0.997514, Obj: 0.086684, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650802, Class: 0.994688, Obj: 0.108793, No Obj: 0.000125, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.765469, Class: 0.989336, Obj: 0.092477, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.553045, Class: 0.998909, Obj: 0.001405, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751600, Class: 0.998068, Obj: 0.296647, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738044, Class: 0.984679, Obj: 0.419083, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.552189, Class: 0.991035, Obj: 0.162807, No Obj: 0.000049, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.813553, Class: 0.996160, Obj: 0.068760, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813837, Class: 0.989777, Obj: 0.352350, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702039, Class: 0.997984, Obj: 0.290728, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.681064, Class: 0.989394, Obj: 0.106380, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812467, Class: 0.990674, Obj: 0.202506, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.802303, Class: 0.985598, Obj: 0.108192, No Obj: 0.000084, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.727792, Class: 0.985795, Obj: 0.028734, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.653436, Class: 0.992515, Obj: 0.029816, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.591219, Class: 0.986458, Obj: 0.006291, No Obj: 0.000068, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1525: 0.528361, 0.453594 avg loss, 0.001000 rate, 3.930212 seconds, 97600 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718067, Class: 0.997303, Obj: 0.045265, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.726833, Class: 0.671577, Obj: 0.055912, No Obj: 0.000595, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642958, Class: 0.991642, Obj: 0.037239, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595035, Class: 0.985313, Obj: 0.464658, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731763, Class: 0.976255, Obj: 0.009688, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.716845, Class: 0.998036, Obj: 0.442291, No Obj: 0.000356, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838705, Class: 0.996842, Obj: 0.156369, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890073, Class: 0.996141, Obj: 0.376311, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795658, Class: 0.992966, Obj: 0.130819, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664289, Class: 0.999110, Obj: 0.448893, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720200, Class: 0.992175, Obj: 0.112911, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781775, Class: 0.984778, Obj: 0.103032, No Obj: 0.000222, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.631130, Class: 0.992536, Obj: 0.064268, No Obj: 0.000075, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758006, Class: 0.997784, Obj: 0.366219, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745170, Class: 0.992607, Obj: 0.125769, No Obj: 0.000141, .5R: 0.888889, .75R: 0.666667, count: 9 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1526: 0.355520, 0.443786 avg loss, 0.001000 rate, 3.925243 seconds, 97664 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705522, Class: 0.994647, Obj: 0.202033, No Obj: 0.000213, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.671168, Class: 0.991973, Obj: 0.131147, No Obj: 0.000139, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896261, Class: 0.989743, Obj: 0.128153, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719755, Class: 0.992008, Obj: 0.098239, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832012, Class: 0.997775, Obj: 0.480800, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693486, Class: 0.987562, Obj: 0.108585, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.592541, Class: 0.995089, Obj: 0.654410, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664750, Class: 0.990941, Obj: 0.086544, No Obj: 0.000102, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656773, Class: 0.963929, Obj: 0.004090, No Obj: 0.000047, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613949, Class: 0.992245, Obj: 0.144297, No Obj: 0.000104, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724203, Class: 0.985187, Obj: 0.313987, No Obj: 0.000270, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.712664, Class: 0.994726, Obj: 0.034088, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704089, Class: 0.992155, Obj: 0.132097, No Obj: 0.000267, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.909514, Class: 0.996927, Obj: 0.094638, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1527: 0.505526, 0.449960 avg loss, 0.001000 rate, 3.926512 seconds, 97728 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831912, Class: 0.997497, Obj: 0.098556, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795532, Class: 0.876220, Obj: 0.000154, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699098, Class: 0.993808, Obj: 0.186856, No Obj: 0.000127, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814806, Class: 0.995409, Obj: 0.130678, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652368, Class: 0.969794, Obj: 0.002659, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762503, Class: 0.999273, Obj: 0.303727, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742074, Class: 0.996008, Obj: 0.112060, No Obj: 0.000138, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607471, Class: 0.995768, Obj: 0.030413, No Obj: 0.000111, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615598, Class: 0.996491, Obj: 0.019234, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794870, Class: 0.994811, Obj: 0.154504, No Obj: 0.000128, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821795, Class: 0.997004, Obj: 0.330751, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701386, Class: 0.997080, Obj: 0.088577, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837383, Class: 0.996968, Obj: 0.469090, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732793, Class: 0.992325, Obj: 0.078616, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1528: 0.359568, 0.440921 avg loss, 0.001000 rate, 3.920107 seconds, 97792 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712227, Class: 0.990882, Obj: 0.082125, No Obj: 0.000092, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757998, Class: 0.992181, Obj: 0.262066, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689449, Class: 0.992945, Obj: 0.166666, No Obj: 0.000123, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696476, Class: 0.990307, Obj: 0.024273, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802715, Class: 0.996205, Obj: 0.213090, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626781, Class: 0.990042, Obj: 0.521444, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692015, Class: 0.995195, Obj: 0.093032, No Obj: 0.000118, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875238, Class: 0.983973, Obj: 0.029031, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785713, Class: 0.995285, Obj: 0.207777, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.456272, Class: 0.989711, Obj: 0.065138, No Obj: 0.000070, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.445543, Class: 0.970379, Obj: 0.025477, No Obj: 0.000110, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753136, Class: 0.990387, Obj: 0.149874, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.801064, Class: 0.996485, Obj: 0.031916, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1529: 0.435816, 0.440410 avg loss, 0.001000 rate, 3.915957 seconds, 97856 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.463033, Class: 0.925747, Obj: 0.008418, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795740, Class: 0.995140, Obj: 0.082710, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779210, Class: 0.992647, Obj: 0.067035, No Obj: 0.000089, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774260, Class: 0.995557, Obj: 0.153951, No Obj: 0.000102, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802719, Class: 0.990770, Obj: 0.048465, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753393, Class: 0.994987, Obj: 0.571723, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.849621, Class: 0.997713, Obj: 0.177656, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852071, Class: 0.999201, Obj: 0.414135, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704520, Class: 0.993089, Obj: 0.040628, No Obj: 0.000117, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.427379, Class: 0.994998, Obj: 0.184776, No Obj: 0.000116, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.598010, Class: 0.989646, Obj: 0.040450, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.572970, Class: 0.965769, Obj: 0.005745, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659008, Class: 0.990910, Obj: 0.016689, No Obj: 0.000087, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1530: 0.456917, 0.442061 avg loss, 0.001000 rate, 3.916721 seconds, 97920 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.537346, Class: 0.998714, Obj: 0.691133, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866521, Class: 0.999770, Obj: 0.215475, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811064, Class: 0.995677, Obj: 0.023256, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636207, Class: 0.984802, Obj: 0.020910, No Obj: 0.000081, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732932, Class: 0.996277, Obj: 0.217008, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.377409, Class: 0.994853, Obj: 0.022520, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.946582, Class: 0.999382, Obj: 0.113011, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.884518, Class: 0.982420, Obj: 0.048469, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.746506, Class: 0.996610, Obj: 0.122237, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806745, Class: 0.978486, Obj: 0.218216, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754114, Class: 0.993436, Obj: 0.184520, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772353, Class: 0.997445, Obj: 0.085080, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943783, Class: 0.998005, Obj: 0.098134, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714788, Class: 0.990819, Obj: 0.229654, No Obj: 0.000071, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.535202, Class: 0.995232, Obj: 0.582244, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774542, Class: 0.996710, Obj: 0.147873, No Obj: 0.000124, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1531: 0.356980, 0.433553 avg loss, 0.001000 rate, 3.923226 seconds, 97984 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.850669, Class: 0.966372, Obj: 0.008185, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758341, Class: 0.991079, Obj: 0.351654, No Obj: 0.000265, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.638596, Class: 0.990588, Obj: 0.011314, No Obj: 0.000079, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.825725, Class: 0.979248, Obj: 0.288363, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578466, Class: 0.991096, Obj: 0.143948, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560790, Class: 0.994957, Obj: 0.071831, No Obj: 0.000079, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686606, Class: 0.999069, Obj: 0.278353, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665112, Class: 0.991202, Obj: 0.117842, No Obj: 0.000058, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.652922, Class: 0.993051, Obj: 0.004145, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.691584, Class: 0.989253, Obj: 0.044467, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794200, Class: 0.991519, Obj: 0.091854, No Obj: 0.000090, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616057, Class: 0.997663, Obj: 0.066711, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717085, Class: 0.995239, Obj: 0.073303, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713711, Class: 0.995880, Obj: 0.019375, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.866727, Class: 0.996417, Obj: 0.297478, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1532: 0.373950, 0.427593 avg loss, 0.001000 rate, 3.909250 seconds, 98048 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.749655, Class: 0.881045, Obj: 0.087937, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741820, Class: 0.987837, Obj: 0.034046, No Obj: 0.000062, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743447, Class: 0.886713, Obj: 0.163399, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666758, Class: 0.996480, Obj: 0.102803, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651683, Class: 0.993244, Obj: 0.012830, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857359, Class: 0.997739, Obj: 0.008762, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.878072, Class: 0.996274, Obj: 0.059874, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709423, Class: 0.964943, Obj: 0.076248, No Obj: 0.000111, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.743863, Class: 0.990105, Obj: 0.051710, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600957, Class: 0.995680, Obj: 0.011015, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686578, Class: 0.989840, Obj: 0.004689, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782881, Class: 0.999586, Obj: 0.197983, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662769, Class: 0.993775, Obj: 0.225787, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1533: 0.342869, 0.419120 avg loss, 0.001000 rate, 3.919996 seconds, 98112 images Loaded: 0.000105 seconds Region 82 Avg IOU: 0.825982, Class: 0.996200, Obj: 0.812739, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.602419, Class: 0.963081, Obj: 0.054325, No Obj: 0.000364, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.762975, Class: 0.976780, Obj: 0.066668, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.670236, Class: 0.991931, Obj: 0.095179, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732276, Class: 0.999499, Obj: 0.116528, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690567, Class: 0.995682, Obj: 0.265374, No Obj: 0.000087, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807091, Class: 0.991445, Obj: 0.072339, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761019, Class: 0.996982, Obj: 0.328067, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702182, Class: 0.993525, Obj: 0.123964, No Obj: 0.000077, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765899, Class: 0.998582, Obj: 0.136321, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661699, Class: 0.991979, Obj: 0.066820, No Obj: 0.000082, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764753, Class: 0.985515, Obj: 0.079246, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634882, Class: 0.991472, Obj: 0.042330, No Obj: 0.000108, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692909, Class: 0.989352, Obj: 0.286180, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.586974, Class: 0.986889, Obj: 0.118937, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1534: 0.590237, 0.436232 avg loss, 0.001000 rate, 3.926623 seconds, 98176 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846590, Class: 0.998789, Obj: 0.410377, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752912, Class: 0.993020, Obj: 0.115614, No Obj: 0.000117, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735574, Class: 0.995555, Obj: 0.240887, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.793559, Class: 0.923342, Obj: 0.316660, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.804805, Class: 0.999273, Obj: 0.273219, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770176, Class: 0.996764, Obj: 0.174484, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.531703, Class: 0.984834, Obj: 0.036212, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661377, Class: 0.991375, Obj: 0.031267, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.620538, Class: 0.987579, Obj: 0.029410, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.888663, Class: 0.998331, Obj: 0.387450, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685051, Class: 0.989788, Obj: 0.180706, No Obj: 0.000105, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.596503, Class: 0.996105, Obj: 0.664933, No Obj: 0.000280, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.703674, Class: 0.998613, Obj: 0.459945, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710659, Class: 0.977823, Obj: 0.060425, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614272, Class: 0.993907, Obj: 0.143310, No Obj: 0.000047, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771128, Class: 0.988713, Obj: 0.076645, No Obj: 0.000083, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1535: 0.385359, 0.431145 avg loss, 0.001000 rate, 3.924591 seconds, 98240 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779104, Class: 0.980596, Obj: 0.115068, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659529, Class: 0.994018, Obj: 0.095503, No Obj: 0.000143, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599269, Class: 0.987961, Obj: 0.051117, No Obj: 0.000113, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.740767, Class: 0.961060, Obj: 0.386341, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.772127, Class: 0.967407, Obj: 0.231819, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.850917, Class: 0.984826, Obj: 0.078682, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.615266, Class: 0.995993, Obj: 0.611941, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.569732, Class: 0.961717, Obj: 0.002597, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.726358, Class: 0.990227, Obj: 0.064659, No Obj: 0.000137, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853243, Class: 0.999706, Obj: 0.321478, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748680, Class: 0.995647, Obj: 0.001302, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.695866, Class: 0.985971, Obj: 0.007916, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643919, Class: 0.991529, Obj: 0.054996, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632327, Class: 0.995220, Obj: 0.091070, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.781114, Class: 0.995093, Obj: 0.177794, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817671, Class: 0.976192, Obj: 0.036545, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779668, Class: 0.994455, Obj: 0.207222, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1536: 0.499048, 0.437935 avg loss, 0.001000 rate, 3.922440 seconds, 98304 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.631438, Class: 0.984806, Obj: 0.341139, No Obj: 0.000406, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.911387, Class: 0.999229, Obj: 0.507624, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772978, Class: 0.995844, Obj: 0.270976, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694312, Class: 0.973527, Obj: 0.000229, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673352, Class: 0.996069, Obj: 0.236567, No Obj: 0.000115, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843650, Class: 0.991402, Obj: 0.558496, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581888, Class: 0.993770, Obj: 0.102657, No Obj: 0.000071, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569553, Class: 0.983094, Obj: 0.208731, No Obj: 0.000120, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.847530, Class: 0.990872, Obj: 0.266586, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807972, Class: 0.999736, Obj: 0.555064, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684847, Class: 0.992066, Obj: 0.092815, No Obj: 0.000122, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669606, Class: 0.996923, Obj: 0.285687, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.554626, Class: 0.973968, Obj: 0.219499, No Obj: 0.000106, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717754, Class: 0.972848, Obj: 0.183319, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582098, Class: 0.992121, Obj: 0.158024, No Obj: 0.000123, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1537: 0.469636, 0.441105 avg loss, 0.001000 rate, 3.929755 seconds, 98368 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.832682, Class: 0.984415, Obj: 0.031872, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.748986, Class: 0.996339, Obj: 0.127615, No Obj: 0.000141, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751389, Class: 0.998247, Obj: 0.449204, No Obj: 0.000135, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715621, Class: 0.992095, Obj: 0.246048, No Obj: 0.000114, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826892, Class: 0.995428, Obj: 0.351773, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716778, Class: 0.991156, Obj: 0.143475, No Obj: 0.000174, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752566, Class: 0.999420, Obj: 0.299621, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642494, Class: 0.997741, Obj: 0.065303, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807014, Class: 0.996317, Obj: 0.072129, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.583161, Class: 0.996262, Obj: 0.131979, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870277, Class: 0.999705, Obj: 0.528137, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670599, Class: 0.985619, Obj: 0.170221, No Obj: 0.000080, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867409, Class: 0.998364, Obj: 0.029445, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807336, Class: 0.981744, Obj: 0.093915, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713224, Class: 0.990572, Obj: 0.048415, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600748, Class: 0.991957, Obj: 0.085297, No Obj: 0.000112, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 1538 iterations) Last accuracy mAP@0.5 = 69.48 % 1538: 0.508919, 0.447887 avg loss, 0.001000 rate, 3.928117 seconds, 98432 images calculation mAP (mean average precision)... detections_count = 1524, unique_truth_count = 323 rank = 0 of ranks = 1524 rank = 100 of ranks = 1524 rank = 200 of ranks = 1524 rank = 300 of ranks = 1524 rank = 400 of ranks = 1524 rank = 500 of ranks = 1524 rank = 600 of ranks = 1524 rank = 700 of ranks = 1524 rank = 800 of ranks = 1524 rank = 900 of ranks = 1524 rank = 1000 of ranks = 1524 rank = 1100 of ranks = 1524 rank = 1200 of ranks = 1524 rank = 1300 of ranks = 1524 rank = 1400 of ranks = 1524 rank = 1500 of ranks = 1524 class_id = 0, name = lca, ap = 73.10% (TP = 170, FP = 31) for thresh = 0.25, precision = 0.85, recall = 0.53, F1-score = 0.65 for thresh = 0.25, TP = 170, FP = 31, FN = 153, average IoU = 63.92 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.731031, or 73.10 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.731031 Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725106, Class: 0.992468, Obj: 0.098252, No Obj: 0.000126, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781009, Class: 0.997036, Obj: 0.430639, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781462, Class: 0.997377, Obj: 0.302622, No Obj: 0.000170, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757642, Class: 0.989736, Obj: 0.278432, No Obj: 0.000242, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.605146, Class: 0.982801, Obj: 0.024093, No Obj: 0.000134, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893290, Class: 0.996477, Obj: 0.015706, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720790, Class: 0.998441, Obj: 0.029701, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.721535, Class: 0.954709, Obj: 0.240248, No Obj: 0.000396, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822148, Class: 0.990925, Obj: 0.099406, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.845495, Class: 0.993912, Obj: 0.190052, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722667, Class: 0.999755, Obj: 0.563701, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503734, Class: 0.991462, Obj: 0.058300, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.359065, Class: 0.941394, Obj: 0.000459, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745266, Class: 0.988273, Obj: 0.099659, No Obj: 0.000161, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.749347, Class: 0.989062, Obj: 0.067890, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.636052, Class: 0.980916, Obj: 0.167877, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778425, Class: 0.991716, Obj: 0.206286, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1539: 0.453398, 0.448438 avg loss, 0.001000 rate, 3.719786 seconds, 98496 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822403, Class: 0.998008, Obj: 0.727065, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649729, Class: 0.989832, Obj: 0.000138, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824685, Class: 0.998749, Obj: 0.505546, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705938, Class: 0.991423, Obj: 0.061331, No Obj: 0.000105, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852673, Class: 0.980714, Obj: 0.304745, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709905, Class: 0.992137, Obj: 0.128487, No Obj: 0.000117, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760272, Class: 0.994327, Obj: 0.162293, No Obj: 0.000114, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688819, Class: 0.996867, Obj: 0.112830, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753014, Class: 0.999390, Obj: 0.545697, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659806, Class: 0.997438, Obj: 0.050174, No Obj: 0.000085, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000370, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815495, Class: 0.996058, Obj: 0.119407, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1540: 0.271781, 0.430772 avg loss, 0.001000 rate, 3.923277 seconds, 98560 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725048, Class: 0.993409, Obj: 0.091564, No Obj: 0.000105, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.768446, Class: 0.993799, Obj: 0.209847, No Obj: 0.000326, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731219, Class: 0.986202, Obj: 0.032763, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.664458, Class: 0.979111, Obj: 0.016988, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.791090, Class: 0.998293, Obj: 0.098834, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651120, Class: 0.992179, Obj: 0.213768, No Obj: 0.000158, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811021, Class: 0.992522, Obj: 0.243867, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885521, Class: 0.999176, Obj: 0.441985, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.530121, Class: 0.990184, Obj: 0.040339, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868347, Class: 0.997724, Obj: 0.008874, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810429, Class: 0.996338, Obj: 0.449096, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881856, Class: 0.999578, Obj: 0.449943, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794255, Class: 0.994773, Obj: 0.173504, No Obj: 0.000091, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698230, Class: 0.989599, Obj: 0.205118, No Obj: 0.000240, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.823397, Class: 0.992768, Obj: 0.199019, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1541: 0.341967, 0.421891 avg loss, 0.001000 rate, 3.909900 seconds, 98624 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.652487, Class: 0.982359, Obj: 0.375428, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.896462, Class: 0.997709, Obj: 0.119985, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829144, Class: 0.966265, Obj: 0.110324, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711436, Class: 0.992329, Obj: 0.024438, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650158, Class: 0.990410, Obj: 0.076772, No Obj: 0.000110, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639094, Class: 0.996248, Obj: 0.554422, No Obj: 0.000254, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.697028, Class: 0.994048, Obj: 0.047310, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.570025, Class: 0.890289, Obj: 0.000312, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721178, Class: 0.980331, Obj: 0.169715, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.612500, Class: 0.992885, Obj: 0.027730, No Obj: 0.000059, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.622282, Class: 0.973909, Obj: 0.439410, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.638211, Class: 0.984900, Obj: 0.033808, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.710627, Class: 0.993480, Obj: 0.179236, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803701, Class: 0.997852, Obj: 0.301591, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680058, Class: 0.987128, Obj: 0.104585, No Obj: 0.000108, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674172, Class: 0.995410, Obj: 0.133376, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896111, Class: 0.995359, Obj: 0.060375, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717496, Class: 0.994862, Obj: 0.162208, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1542: 0.562649, 0.435967 avg loss, 0.001000 rate, 3.925034 seconds, 98688 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657865, Class: 0.994149, Obj: 0.569046, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713119, Class: 0.996966, Obj: 0.139231, No Obj: 0.000072, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636062, Class: 0.982150, Obj: 0.193637, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666335, Class: 0.997387, Obj: 0.212981, No Obj: 0.000100, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613862, Class: 0.998124, Obj: 0.298508, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673663, Class: 0.995133, Obj: 0.051161, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738957, Class: 0.978004, Obj: 0.099295, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.728509, Class: 0.986034, Obj: 0.044925, No Obj: 0.000071, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736351, Class: 0.989969, Obj: 0.077660, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819728, Class: 0.996677, Obj: 0.143538, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805806, Class: 0.993008, Obj: 0.092286, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756940, Class: 0.994260, Obj: 0.168757, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1543: 0.343853, 0.426756 avg loss, 0.001000 rate, 3.916612 seconds, 98752 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701966, Class: 0.988944, Obj: 0.067299, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707832, Class: 0.992480, Obj: 0.077234, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856415, Class: 0.978312, Obj: 0.057942, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.871408, Class: 0.998580, Obj: 0.061500, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579109, Class: 0.979836, Obj: 0.000176, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.784085, Class: 0.998153, Obj: 0.379314, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.357935, Class: 0.992061, Obj: 0.003146, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765026, Class: 0.999834, Obj: 0.690900, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867593, Class: 0.988347, Obj: 0.348388, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843310, Class: 0.996764, Obj: 0.322784, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662971, Class: 0.997041, Obj: 0.805362, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747157, Class: 0.995902, Obj: 0.147315, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1544: 0.257244, 0.409805 avg loss, 0.001000 rate, 3.902988 seconds, 98816 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.867902, Class: 0.978503, Obj: 0.000673, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.644076, Class: 0.987226, Obj: 0.069748, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709704, Class: 0.991204, Obj: 0.065652, No Obj: 0.000117, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657456, Class: 0.734234, Obj: 0.000012, No Obj: 0.000006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832934, Class: 0.994735, Obj: 0.226637, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.670811, Class: 0.970123, Obj: 0.101454, No Obj: 0.000721, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.772648, Class: 0.993630, Obj: 0.030434, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781185, Class: 0.993405, Obj: 0.086941, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823613, Class: 0.965786, Obj: 0.118750, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718726, Class: 0.987796, Obj: 0.017426, No Obj: 0.000079, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662362, Class: 0.996660, Obj: 0.261401, No Obj: 0.000185, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.720508, Class: 0.990277, Obj: 0.155554, No Obj: 0.000146, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.827787, Class: 0.997088, Obj: 0.031597, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681137, Class: 0.990259, Obj: 0.078943, No Obj: 0.000091, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625732, Class: 0.994373, Obj: 0.112413, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485536, Class: 0.929948, Obj: 0.034330, No Obj: 0.000019, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1545: 0.532953, 0.422119 avg loss, 0.001000 rate, 3.927841 seconds, 98880 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000326, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747814, Class: 0.998273, Obj: 0.105524, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.803459, Class: 0.994868, Obj: 0.206961, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704514, Class: 0.968058, Obj: 0.271507, No Obj: 0.000371, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738161, Class: 0.994674, Obj: 0.089097, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.561244, Class: 0.985212, Obj: 0.015924, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856951, Class: 0.996509, Obj: 0.405313, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.775555, Class: 0.970534, Obj: 0.373192, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.718833, Class: 0.998730, Obj: 0.326930, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735939, Class: 0.992754, Obj: 0.187799, No Obj: 0.000136, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826706, Class: 0.995806, Obj: 0.303947, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752874, Class: 0.988556, Obj: 0.171399, No Obj: 0.000137, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603546, Class: 0.987570, Obj: 0.068632, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.705857, Class: 0.993230, Obj: 0.115667, No Obj: 0.000131, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721905, Class: 0.994580, Obj: 0.051625, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1546: 0.374317, 0.417339 avg loss, 0.001000 rate, 3.919938 seconds, 98944 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869555, Class: 0.997044, Obj: 0.334653, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793140, Class: 0.994212, Obj: 0.144715, No Obj: 0.000163, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783133, Class: 0.997801, Obj: 0.480654, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.837221, Class: 0.986484, Obj: 0.135565, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673167, Class: 0.955149, Obj: 0.289466, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.595955, Class: 0.997880, Obj: 0.235543, No Obj: 0.000182, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777346, Class: 0.990178, Obj: 0.448461, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793522, Class: 0.992296, Obj: 0.087236, No Obj: 0.000102, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584824, Class: 0.956492, Obj: 0.172038, No Obj: 0.000370, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779610, Class: 0.989275, Obj: 0.185298, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.714614, Class: 0.998184, Obj: 0.609226, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.693795, Class: 0.999589, Obj: 0.708810, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697074, Class: 0.997330, Obj: 0.264053, No Obj: 0.000224, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849183, Class: 0.996496, Obj: 0.348206, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748710, Class: 0.995095, Obj: 0.206270, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1547: 0.433318, 0.418937 avg loss, 0.001000 rate, 3.928789 seconds, 99008 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564586, Class: 0.994434, Obj: 0.276811, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.803104, Class: 0.986989, Obj: 0.466616, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729449, Class: 0.995641, Obj: 0.090235, No Obj: 0.000104, .5R: 0.714286, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.664846, Class: 0.994948, Obj: 0.030975, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.783139, Class: 0.971467, Obj: 0.336150, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705694, Class: 0.987124, Obj: 0.031451, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677547, Class: 0.997669, Obj: 0.226817, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691503, Class: 0.994545, Obj: 0.381589, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620856, Class: 0.996357, Obj: 0.063623, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.773097, Class: 0.993841, Obj: 0.147560, No Obj: 0.000121, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808230, Class: 0.997208, Obj: 0.076002, No Obj: 0.000118, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826777, Class: 0.994808, Obj: 0.296654, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.827842, Class: 0.993344, Obj: 0.093163, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640916, Class: 0.992683, Obj: 0.160490, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774725, Class: 0.997564, Obj: 0.135306, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1548: 0.420758, 0.419119 avg loss, 0.001000 rate, 3.922366 seconds, 99072 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.887625, Class: 0.994465, Obj: 0.338285, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.699323, Class: 0.996360, Obj: 0.017303, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705262, Class: 0.988720, Obj: 0.145752, No Obj: 0.000139, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544465, Class: 0.993128, Obj: 0.085720, No Obj: 0.000152, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641749, Class: 0.994381, Obj: 0.000691, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857918, Class: 0.990682, Obj: 0.361583, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769620, Class: 0.995289, Obj: 0.229508, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.849607, Class: 0.997809, Obj: 0.733923, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.687718, Class: 0.999801, Obj: 0.415388, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.815584, Class: 0.997328, Obj: 0.114703, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682850, Class: 0.991391, Obj: 0.101621, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821692, Class: 0.993335, Obj: 0.170314, No Obj: 0.000099, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734780, Class: 0.997127, Obj: 0.417143, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696117, Class: 0.993587, Obj: 0.224853, No Obj: 0.000143, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1549: 0.413269, 0.418534 avg loss, 0.001000 rate, 3.915012 seconds, 99136 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756508, Class: 0.995466, Obj: 0.126690, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.741869, Class: 0.989550, Obj: 0.172453, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.720308, Class: 0.973933, Obj: 0.030698, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847752, Class: 0.995304, Obj: 0.379286, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880753, Class: 0.986692, Obj: 0.000746, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719844, Class: 0.996229, Obj: 0.255365, No Obj: 0.000191, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606711, Class: 0.979947, Obj: 0.002185, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644198, Class: 0.988159, Obj: 0.003802, No Obj: 0.000031, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.766779, Class: 0.880769, Obj: 0.258864, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624045, Class: 0.988455, Obj: 0.030176, No Obj: 0.000039, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744969, Class: 0.989921, Obj: 0.012483, No Obj: 0.000067, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739264, Class: 0.985920, Obj: 0.009916, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811638, Class: 0.995990, Obj: 0.279707, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671922, Class: 0.973933, Obj: 0.013519, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.620669, Class: 0.978060, Obj: 0.066404, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1550: 0.380604, 0.414741 avg loss, 0.001000 rate, 3.923699 seconds, 99200 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715909, Class: 0.997549, Obj: 0.163758, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737931, Class: 0.998516, Obj: 0.601421, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798466, Class: 0.994824, Obj: 0.172968, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582782, Class: 0.983228, Obj: 0.105974, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.697513, Class: 0.996151, Obj: 0.304888, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802075, Class: 0.997235, Obj: 0.628197, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715232, Class: 0.988771, Obj: 0.078613, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665234, Class: 0.993616, Obj: 0.213937, No Obj: 0.000094, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750445, Class: 0.998498, Obj: 0.255453, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620889, Class: 0.992617, Obj: 0.063240, No Obj: 0.000099, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.776155, Class: 0.971957, Obj: 0.066603, No Obj: 0.000416, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.559201, Class: 0.988020, Obj: 0.096916, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.724665, Class: 0.997250, Obj: 0.380386, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833099, Class: 0.999304, Obj: 0.224566, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717281, Class: 0.974963, Obj: 0.165688, No Obj: 0.000218, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.720277, Class: 0.992725, Obj: 0.174920, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746130, Class: 0.996285, Obj: 0.021484, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705812, Class: 0.992731, Obj: 0.126478, No Obj: 0.000134, .5R: 1.000000, .75R: 0.444444, count: 9 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1551: 0.503104, 0.423577 avg loss, 0.001000 rate, 3.922109 seconds, 99264 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640086, Class: 0.992685, Obj: 0.043387, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792202, Class: 0.994140, Obj: 0.144996, No Obj: 0.000235, .5R: 0.909091, .75R: 0.818182, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628772, Class: 0.999943, Obj: 0.175787, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780888, Class: 0.996205, Obj: 0.176052, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545844, Class: 0.991171, Obj: 0.155165, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621261, Class: 0.997609, Obj: 0.231195, No Obj: 0.000175, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.744319, Class: 0.994339, Obj: 0.058815, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.638380, Class: 0.998428, Obj: 0.101333, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637859, Class: 0.998774, Obj: 0.420779, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778415, Class: 0.997863, Obj: 0.207330, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766528, Class: 0.993904, Obj: 0.094986, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749001, Class: 0.998890, Obj: 0.292556, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1552: 0.373717, 0.418591 avg loss, 0.001000 rate, 3.928464 seconds, 99328 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783891, Class: 0.995681, Obj: 0.019353, No Obj: 0.000043, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.783265, Class: 0.994173, Obj: 0.045546, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.768501, Class: 0.995638, Obj: 0.130324, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691615, Class: 0.992321, Obj: 0.128696, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728070, Class: 0.992813, Obj: 0.058707, No Obj: 0.000084, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.823909, Class: 0.995833, Obj: 0.274858, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765798, Class: 0.992564, Obj: 0.113850, No Obj: 0.000093, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891375, Class: 0.995156, Obj: 0.057997, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698364, Class: 0.993087, Obj: 0.055741, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623120, Class: 0.990234, Obj: 0.008434, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.864476, Class: 0.995939, Obj: 0.239460, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796410, Class: 0.996376, Obj: 0.364401, No Obj: 0.000156, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761264, Class: 0.996947, Obj: 0.096865, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1553: 0.379232, 0.414655 avg loss, 0.001000 rate, 3.916642 seconds, 99392 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697830, Class: 0.994915, Obj: 0.009257, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782121, Class: 0.995287, Obj: 0.231149, No Obj: 0.000127, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626800, Class: 0.996996, Obj: 0.019481, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611588, Class: 0.995429, Obj: 0.060205, No Obj: 0.000112, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714101, Class: 0.998447, Obj: 0.120153, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794708, Class: 0.996377, Obj: 0.128477, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624047, Class: 0.996004, Obj: 0.126674, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934938, Class: 0.996045, Obj: 0.057584, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717782, Class: 0.996837, Obj: 0.072155, No Obj: 0.000089, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.873104, Class: 0.993276, Obj: 0.092372, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.796787, Class: 0.997941, Obj: 0.012692, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598405, Class: 0.991506, Obj: 0.057266, No Obj: 0.000076, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1554: 0.392122, 0.412402 avg loss, 0.001000 rate, 3.924140 seconds, 99456 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833430, Class: 0.996080, Obj: 0.021860, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687188, Class: 0.998155, Obj: 0.256955, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759729, Class: 0.978052, Obj: 0.003626, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.775358, Class: 0.994890, Obj: 0.008328, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775459, Class: 0.994289, Obj: 0.085340, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763357, Class: 0.999120, Obj: 0.190994, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.783012, Class: 0.995346, Obj: 0.228262, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692256, Class: 0.996296, Obj: 0.133163, No Obj: 0.000112, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712686, Class: 0.994874, Obj: 0.200818, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.779653, Class: 0.994859, Obj: 0.086526, No Obj: 0.000093, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750156, Class: 0.993902, Obj: 0.239023, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734926, Class: 0.995588, Obj: 0.038995, No Obj: 0.000087, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765320, Class: 0.995421, Obj: 0.118330, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1555: 0.448201, 0.415982 avg loss, 0.001000 rate, 3.923410 seconds, 99520 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767740, Class: 0.994488, Obj: 0.101344, No Obj: 0.000131, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649107, Class: 0.993413, Obj: 0.041437, No Obj: 0.000064, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680199, Class: 0.993038, Obj: 0.163059, No Obj: 0.000071, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768091, Class: 0.999815, Obj: 0.423480, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723575, Class: 0.990628, Obj: 0.018702, No Obj: 0.000082, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.709234, Class: 0.983133, Obj: 0.616848, No Obj: 0.000462, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823335, Class: 0.998602, Obj: 0.425679, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706800, Class: 0.949667, Obj: 0.074472, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.844167, Class: 0.995630, Obj: 0.047080, No Obj: 0.000081, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629102, Class: 0.981293, Obj: 0.008024, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840484, Class: 0.996379, Obj: 0.085350, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861786, Class: 0.995416, Obj: 0.096055, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806635, Class: 0.994250, Obj: 0.087587, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1556: 0.408303, 0.415214 avg loss, 0.001000 rate, 3.925121 seconds, 99584 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687325, Class: 0.995133, Obj: 0.098516, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816533, Class: 0.976989, Obj: 0.191239, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.885402, Class: 0.999350, Obj: 0.048222, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838983, Class: 0.993883, Obj: 0.262117, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691667, Class: 0.984977, Obj: 0.069740, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711832, Class: 0.998107, Obj: 0.078901, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750768, Class: 0.992783, Obj: 0.009240, No Obj: 0.000087, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652798, Class: 0.937900, Obj: 0.000165, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789287, Class: 0.997911, Obj: 0.201711, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813546, Class: 0.998788, Obj: 0.278455, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1557: 0.218242, 0.395517 avg loss, 0.001000 rate, 3.919727 seconds, 99648 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654100, Class: 0.944309, Obj: 0.052170, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.608128, Class: 0.994918, Obj: 0.007284, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682592, Class: 0.999678, Obj: 0.702314, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740606, Class: 0.993903, Obj: 0.143155, No Obj: 0.000096, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567630, Class: 0.990707, Obj: 0.001118, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536759, Class: 0.987174, Obj: 0.005667, No Obj: 0.000037, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535068, Class: 0.990197, Obj: 0.150224, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.758446, Class: 0.995490, Obj: 0.020025, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.692157, Class: 0.996163, Obj: 0.422935, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.605742, Class: 0.978753, Obj: 0.097283, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768088, Class: 0.998329, Obj: 0.007354, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642428, Class: 0.999164, Obj: 0.212651, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861643, Class: 0.999852, Obj: 0.365614, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791237, Class: 0.996020, Obj: 0.317030, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.667080, Class: 0.973023, Obj: 0.138197, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816646, Class: 0.993411, Obj: 0.235089, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660059, Class: 0.996130, Obj: 0.248235, No Obj: 0.000101, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1558: 0.348045, 0.390770 avg loss, 0.001000 rate, 3.922559 seconds, 99712 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841137, Class: 0.960689, Obj: 0.059606, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708689, Class: 0.994276, Obj: 0.100799, No Obj: 0.000178, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914252, Class: 0.999564, Obj: 0.225060, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762300, Class: 0.999106, Obj: 0.153286, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693310, Class: 0.996303, Obj: 0.227579, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.889653, Class: 0.999072, Obj: 0.122293, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849824, Class: 0.999450, Obj: 0.338308, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713630, Class: 0.996859, Obj: 0.296096, No Obj: 0.000125, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.763448, Class: 0.983183, Obj: 0.314345, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.629489, Class: 0.977705, Obj: 0.295787, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711667, Class: 0.995116, Obj: 0.176114, No Obj: 0.000123, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823176, Class: 0.996498, Obj: 0.107273, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842544, Class: 0.995403, Obj: 0.229234, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.783222, Class: 0.986766, Obj: 0.101275, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855326, Class: 0.989087, Obj: 0.161977, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.812888, Class: 0.994891, Obj: 0.161790, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1559: 0.383852, 0.390078 avg loss, 0.001000 rate, 3.908558 seconds, 99776 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.755753, Class: 0.992998, Obj: 0.074343, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783040, Class: 0.991549, Obj: 0.454301, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.669847, Class: 0.985147, Obj: 0.032528, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.596283, Class: 0.952262, Obj: 0.501758, No Obj: 0.000397, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.873428, Class: 0.989936, Obj: 0.181237, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679628, Class: 0.996787, Obj: 0.225692, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790863, Class: 0.997631, Obj: 0.441045, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.857596, Class: 0.996599, Obj: 0.112597, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.700811, Class: 0.808520, Obj: 0.127974, No Obj: 0.000304, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761148, Class: 0.995913, Obj: 0.194465, No Obj: 0.000166, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777788, Class: 0.992742, Obj: 0.204788, No Obj: 0.000166, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: 0.607339, Class: 0.929156, Obj: 0.094791, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831065, Class: 0.992226, Obj: 0.432819, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718026, Class: 0.991207, Obj: 0.071753, No Obj: 0.000118, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.866727, Class: 0.998162, Obj: 0.469345, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776280, Class: 0.999064, Obj: 0.670141, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656352, Class: 0.993033, Obj: 0.113914, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.804692, Class: 0.991335, Obj: 0.000901, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832216, Class: 0.998416, Obj: 0.157435, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.542409, Class: 0.998443, Obj: 0.020752, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1560: 0.441602, 0.395230 avg loss, 0.001000 rate, 3.921506 seconds, 99840 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727991, Class: 0.999220, Obj: 0.175997, No Obj: 0.000281, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.727607, Class: 0.996325, Obj: 0.097569, No Obj: 0.000115, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745879, Class: 0.997804, Obj: 0.079825, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662751, Class: 0.991868, Obj: 0.135926, No Obj: 0.000149, .5R: 0.700000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838009, Class: 0.995145, Obj: 0.189893, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721329, Class: 0.994448, Obj: 0.277279, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920712, Class: 0.998884, Obj: 0.687766, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712260, Class: 0.980690, Obj: 0.049012, No Obj: 0.000120, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661980, Class: 0.992362, Obj: 0.012738, No Obj: 0.000050, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774094, Class: 0.989590, Obj: 0.216294, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702600, Class: 0.991515, Obj: 0.030644, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822326, Class: 0.991377, Obj: 0.153589, No Obj: 0.000256, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.835216, Class: 0.996442, Obj: 0.047970, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1561: 0.475372, 0.403244 avg loss, 0.001000 rate, 3.929691 seconds, 99904 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747486, Class: 0.993392, Obj: 0.467634, No Obj: 0.000344, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.619997, Class: 0.974946, Obj: 0.106956, No Obj: 0.000093, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694416, Class: 0.986496, Obj: 0.239280, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791240, Class: 0.999614, Obj: 0.476437, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823039, Class: 0.999546, Obj: 0.119088, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704908, Class: 0.998094, Obj: 0.379814, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691431, Class: 0.969142, Obj: 0.120088, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717616, Class: 0.993443, Obj: 0.130248, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721979, Class: 0.996826, Obj: 0.211236, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.756677, Class: 0.997236, Obj: 0.517115, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716432, Class: 0.994105, Obj: 0.073936, No Obj: 0.000092, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.847063, Class: 0.970344, Obj: 0.004173, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624820, Class: 0.989568, Obj: 0.037717, No Obj: 0.000062, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1562: 0.426060, 0.405526 avg loss, 0.001000 rate, 3.921051 seconds, 99968 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744984, Class: 0.998267, Obj: 0.345669, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732587, Class: 0.998883, Obj: 0.952777, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627212, Class: 0.996215, Obj: 0.028250, No Obj: 0.000072, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755237, Class: 0.998040, Obj: 0.336309, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830084, Class: 0.994138, Obj: 0.056103, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862558, Class: 0.994390, Obj: 0.281331, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727627, Class: 0.993782, Obj: 0.070151, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.712053, Class: 0.996486, Obj: 0.337158, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766472, Class: 0.991097, Obj: 0.338355, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692916, Class: 0.996691, Obj: 0.109786, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756900, Class: 0.996979, Obj: 0.334221, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.735371, Class: 0.993429, Obj: 0.277310, No Obj: 0.000208, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811947, Class: 0.993299, Obj: 0.314984, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.546540, Class: 0.997395, Obj: 0.190306, No Obj: 0.000057, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773009, Class: 0.979604, Obj: 0.144293, No Obj: 0.000178, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.586165, Class: 0.985422, Obj: 0.050346, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1563: 0.489432, 0.413917 avg loss, 0.001000 rate, 3.923825 seconds, 100032 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549192, Class: 0.992949, Obj: 0.117497, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.673034, Class: 0.998455, Obj: 0.553805, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.824390, Class: 0.995487, Obj: 0.046472, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710820, Class: 0.994612, Obj: 0.068650, No Obj: 0.000117, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831881, Class: 0.932352, Obj: 0.177747, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.699214, Class: 0.993956, Obj: 0.110343, No Obj: 0.000075, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589137, Class: 0.999002, Obj: 0.166880, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756611, Class: 0.997830, Obj: 0.267475, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848896, Class: 0.996454, Obj: 0.168260, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.828070, Class: 0.887408, Obj: 0.303787, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.920004, Class: 0.996172, Obj: 0.222162, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774970, Class: 0.996216, Obj: 0.126778, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877135, Class: 0.997637, Obj: 0.498514, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729532, Class: 0.990972, Obj: 0.189173, No Obj: 0.000124, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1564: 0.321762, 0.404701 avg loss, 0.001000 rate, 3.905519 seconds, 100096 images Loaded: 0.000075 seconds Region 82 Avg IOU: 0.724927, Class: 0.991119, Obj: 0.239125, No Obj: 0.000412, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.842506, Class: 0.998847, Obj: 0.593435, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803872, Class: 0.994429, Obj: 0.148333, No Obj: 0.000087, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712041, Class: 0.998735, Obj: 0.138106, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.812077, Class: 0.993531, Obj: 0.010220, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864559, Class: 0.981339, Obj: 0.064872, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841442, Class: 0.979231, Obj: 0.018275, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726005, Class: 0.989949, Obj: 0.055682, No Obj: 0.000070, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718663, Class: 0.992354, Obj: 0.445819, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608809, Class: 0.983529, Obj: 0.028240, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656018, Class: 0.994908, Obj: 0.178154, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.498239, Class: 0.983833, Obj: 0.000394, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662678, Class: 0.984754, Obj: 0.313129, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722601, Class: 0.996673, Obj: 0.121057, No Obj: 0.000092, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1565: 0.334764, 0.397707 avg loss, 0.001000 rate, 3.914535 seconds, 100160 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769472, Class: 0.982335, Obj: 0.054233, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679791, Class: 0.992246, Obj: 0.061257, No Obj: 0.000028, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784238, Class: 0.997156, Obj: 0.220412, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747875, Class: 0.995014, Obj: 0.641386, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804210, Class: 0.998709, Obj: 0.043708, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.924055, Class: 0.987391, Obj: 0.770814, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670250, Class: 0.987971, Obj: 0.144383, No Obj: 0.000156, .5R: 0.833333, .75R: 0.333333, count: 12 Region 82 Avg IOU: 0.747976, Class: 0.861301, Obj: 0.212004, No Obj: 0.000352, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.760104, Class: 0.998319, Obj: 0.373013, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761145, Class: 0.995914, Obj: 0.099102, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778348, Class: 0.987136, Obj: 0.122940, No Obj: 0.000142, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.774107, Class: 0.991358, Obj: 0.119610, No Obj: 0.000138, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830947, Class: 0.994876, Obj: 0.263014, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.843482, Class: 0.997147, Obj: 0.374593, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.919649, Class: 0.993564, Obj: 0.072317, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1566: 0.422815, 0.400218 avg loss, 0.001000 rate, 3.918581 seconds, 100224 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638699, Class: 0.987276, Obj: 0.047651, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917723, Class: 0.992325, Obj: 0.282192, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800157, Class: 0.975054, Obj: 0.233305, No Obj: 0.000145, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675155, Class: 0.995977, Obj: 0.224910, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863044, Class: 0.991162, Obj: 0.284078, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779499, Class: 0.996308, Obj: 0.162202, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.780692, Class: 0.968083, Obj: 0.000034, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846823, Class: 0.977625, Obj: 0.107036, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753452, Class: 0.990511, Obj: 0.195933, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.636261, Class: 0.983677, Obj: 0.012542, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.474997, Class: 0.990951, Obj: 0.068826, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745108, Class: 0.994868, Obj: 0.098977, No Obj: 0.000086, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651131, Class: 0.993491, Obj: 0.357220, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735273, Class: 0.995650, Obj: 0.017842, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.590627, Class: 0.993429, Obj: 0.189359, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698136, Class: 0.995737, Obj: 0.263405, No Obj: 0.000149, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1567: 0.341207, 0.394317 avg loss, 0.001000 rate, 3.902831 seconds, 100288 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884691, Class: 0.991370, Obj: 0.042664, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734953, Class: 0.995613, Obj: 0.105539, No Obj: 0.000145, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711971, Class: 0.993280, Obj: 0.308678, No Obj: 0.000104, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.543721, Class: 0.954907, Obj: 0.000086, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.542497, Class: 0.990116, Obj: 0.075620, No Obj: 0.000121, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739319, Class: 0.990804, Obj: 0.335720, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747079, Class: 0.990772, Obj: 0.152950, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685110, Class: 0.996273, Obj: 0.285464, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917233, Class: 0.999699, Obj: 0.571143, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746329, Class: 0.996300, Obj: 0.076105, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766110, Class: 0.997408, Obj: 0.026600, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635723, Class: 0.992353, Obj: 0.133816, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.551498, Class: 0.997368, Obj: 0.039752, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.833351, Class: 0.995561, Obj: 0.314509, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1568: 0.376886, 0.392574 avg loss, 0.001000 rate, 3.923063 seconds, 100352 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667878, Class: 0.929668, Obj: 0.000109, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712946, Class: 0.988253, Obj: 0.127392, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694715, Class: 0.994297, Obj: 0.251233, No Obj: 0.000174, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541533, Class: 0.990494, Obj: 0.068179, No Obj: 0.000063, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555932, Class: 0.990576, Obj: 0.229063, No Obj: 0.000064, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775357, Class: 0.995102, Obj: 0.153308, No Obj: 0.000131, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736594, Class: 0.987660, Obj: 0.066747, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775162, Class: 0.981637, Obj: 0.183257, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575599, Class: 0.994653, Obj: 0.204259, No Obj: 0.000091, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.472097, Class: 0.944936, Obj: 0.000140, No Obj: 0.000098, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744047, Class: 0.988532, Obj: 0.002436, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.625004, Class: 0.991417, Obj: 0.000638, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1569: 0.408488, 0.394165 avg loss, 0.001000 rate, 3.913363 seconds, 100416 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.687977, Class: 0.978365, Obj: 0.034411, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713430, Class: 0.993116, Obj: 0.104739, No Obj: 0.000122, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791686, Class: 0.988273, Obj: 0.172410, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.571299, Class: 0.989995, Obj: 0.086839, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754627, Class: 0.973410, Obj: 0.071318, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689780, Class: 0.988155, Obj: 0.021428, No Obj: 0.000050, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705917, Class: 0.980547, Obj: 0.112817, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.500595, Class: 0.997278, Obj: 0.071365, No Obj: 0.000055, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740360, Class: 0.999258, Obj: 0.152353, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714970, Class: 0.993868, Obj: 0.114367, No Obj: 0.000138, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.851619, Class: 0.977035, Obj: 0.028006, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.850696, Class: 0.999735, Obj: 0.150981, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607287, Class: 0.991542, Obj: 0.016826, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.833660, Class: 0.990730, Obj: 0.249109, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.743809, Class: 0.982044, Obj: 0.233066, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792635, Class: 0.989467, Obj: 0.146459, No Obj: 0.000187, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632859, Class: 0.990399, Obj: 0.001484, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639134, Class: 0.994129, Obj: 0.082645, No Obj: 0.000124, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1570: 0.558279, 0.410577 avg loss, 0.001000 rate, 3.913271 seconds, 100480 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912754, Class: 0.999714, Obj: 0.817414, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746310, Class: 0.983384, Obj: 0.128958, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777421, Class: 0.997824, Obj: 0.290804, No Obj: 0.000185, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.647849, Class: 0.992085, Obj: 0.120241, No Obj: 0.000087, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.703301, Class: 0.993627, Obj: 0.011139, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704259, Class: 0.989244, Obj: 0.418163, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.525687, Class: 0.997269, Obj: 0.007288, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.569003, Class: 0.915102, Obj: 0.016550, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.847258, Class: 0.998893, Obj: 0.448890, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612341, Class: 0.984018, Obj: 0.019987, No Obj: 0.000066, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630655, Class: 0.989893, Obj: 0.064789, No Obj: 0.000092, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.750865, Class: 0.995082, Obj: 0.225910, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.485915, Class: 0.957372, Obj: 0.168868, No Obj: 0.000214, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793036, Class: 0.993702, Obj: 0.015377, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639213, Class: 0.994486, Obj: 0.061486, No Obj: 0.000048, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.537894, Class: 0.967572, Obj: 0.010648, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.735376, Class: 0.975543, Obj: 0.015058, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651836, Class: 0.994983, Obj: 0.025634, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1571: 0.473550, 0.416874 avg loss, 0.001000 rate, 3.919778 seconds, 100544 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786109, Class: 0.988018, Obj: 0.106578, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771990, Class: 0.992444, Obj: 0.029599, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713591, Class: 0.993764, Obj: 0.153157, No Obj: 0.000053, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716481, Class: 0.995336, Obj: 0.123792, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745920, Class: 0.992562, Obj: 0.113723, No Obj: 0.000089, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471041, Class: 0.995752, Obj: 0.063899, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782361, Class: 0.988674, Obj: 0.457551, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.353192, Class: 0.988485, Obj: 0.036487, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719700, Class: 0.997820, Obj: 0.302696, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760463, Class: 0.991075, Obj: 0.054211, No Obj: 0.000055, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682739, Class: 0.997595, Obj: 0.183961, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658823, Class: 0.994490, Obj: 0.227332, No Obj: 0.000105, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1572: 0.379354, 0.413122 avg loss, 0.001000 rate, 3.908130 seconds, 100608 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799289, Class: 0.977876, Obj: 0.141694, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723019, Class: 0.990253, Obj: 0.024460, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735347, Class: 0.996961, Obj: 0.081421, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.492934, Class: 0.960755, Obj: 0.007705, No Obj: 0.000198, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658315, Class: 0.988079, Obj: 0.036303, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795886, Class: 0.996206, Obj: 0.215457, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821894, Class: 0.977031, Obj: 0.131047, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720500, Class: 0.993263, Obj: 0.063019, No Obj: 0.000076, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728731, Class: 0.994955, Obj: 0.135706, No Obj: 0.000102, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643178, Class: 0.984240, Obj: 0.066476, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537461, Class: 0.994650, Obj: 0.236603, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742754, Class: 0.993454, Obj: 0.259808, No Obj: 0.000108, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1573: 0.389666, 0.410776 avg loss, 0.001000 rate, 3.919831 seconds, 100672 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615609, Class: 0.995684, Obj: 0.122440, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771807, Class: 0.995829, Obj: 0.268523, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782291, Class: 0.994833, Obj: 0.033466, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716012, Class: 0.992437, Obj: 0.037205, No Obj: 0.000116, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.770002, Class: 0.975052, Obj: 0.012023, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731056, Class: 0.996175, Obj: 0.114965, No Obj: 0.000085, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896434, Class: 0.981382, Obj: 0.640805, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.326148, Class: 0.986615, Obj: 0.004299, No Obj: 0.000069, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.732314, Class: 0.814500, Obj: 0.017220, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843279, Class: 0.995353, Obj: 0.283210, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.645561, Class: 0.994387, Obj: 0.145326, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.877847, Class: 0.825100, Obj: 0.257652, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864069, Class: 0.995737, Obj: 0.189578, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654760, Class: 0.939472, Obj: 0.032340, No Obj: 0.000052, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792808, Class: 0.995955, Obj: 0.113961, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1574: 0.503342, 0.420033 avg loss, 0.001000 rate, 3.910936 seconds, 100736 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633921, Class: 0.995358, Obj: 0.051192, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712127, Class: 0.994946, Obj: 0.097728, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797477, Class: 0.980155, Obj: 0.045846, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744298, Class: 0.991702, Obj: 0.049724, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499203, Class: 0.984485, Obj: 0.003629, No Obj: 0.000034, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589238, Class: 0.997378, Obj: 0.025554, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833965, Class: 0.991405, Obj: 0.159584, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815206, Class: 0.995095, Obj: 0.029476, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834328, Class: 0.996019, Obj: 0.041755, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603672, Class: 0.996794, Obj: 0.002134, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723087, Class: 0.993341, Obj: 0.201926, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655825, Class: 0.998145, Obj: 0.106581, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.775603, Class: 0.995672, Obj: 0.090066, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1575: 0.350068, 0.413037 avg loss, 0.001000 rate, 3.921025 seconds, 100800 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570317, Class: 0.989624, Obj: 0.088623, No Obj: 0.000082, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647650, Class: 0.994350, Obj: 0.013106, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841880, Class: 0.984583, Obj: 0.063125, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808048, Class: 0.992968, Obj: 0.186243, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.809134, Class: 0.998479, Obj: 0.495026, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834695, Class: 0.996598, Obj: 0.312592, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693105, Class: 0.991613, Obj: 0.275402, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901410, Class: 0.985074, Obj: 0.671570, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689559, Class: 0.992471, Obj: 0.167470, No Obj: 0.000084, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658906, Class: 0.972654, Obj: 0.003318, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.616290, Class: 0.996587, Obj: 0.656427, No Obj: 0.000337, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.743355, Class: 0.998301, Obj: 0.494675, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612863, Class: 0.994543, Obj: 0.026402, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782292, Class: 0.982591, Obj: 0.066703, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652651, Class: 0.994738, Obj: 0.149868, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1576: 0.400697, 0.411803 avg loss, 0.001000 rate, 3.920750 seconds, 100864 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816997, Class: 0.994195, Obj: 0.003356, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748085, Class: 0.997078, Obj: 0.006537, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724839, Class: 0.993932, Obj: 0.318407, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679904, Class: 0.998373, Obj: 0.389553, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738416, Class: 0.996123, Obj: 0.130664, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782007, Class: 0.996260, Obj: 0.410521, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751760, Class: 0.980442, Obj: 0.386547, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815459, Class: 0.998092, Obj: 0.210706, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717195, Class: 0.997977, Obj: 0.568920, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681044, Class: 0.998074, Obj: 0.234754, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896100, Class: 0.995430, Obj: 0.095563, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679757, Class: 0.995838, Obj: 0.221601, No Obj: 0.000111, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1577: 0.254710, 0.396093 avg loss, 0.001000 rate, 3.920400 seconds, 100928 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832166, Class: 0.999736, Obj: 0.382960, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738306, Class: 0.982994, Obj: 0.133102, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583007, Class: 0.986004, Obj: 0.067931, No Obj: 0.000083, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718304, Class: 0.992650, Obj: 0.089563, No Obj: 0.000114, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.631538, Class: 0.994209, Obj: 0.048156, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809071, Class: 0.989185, Obj: 0.110719, No Obj: 0.000190, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.759749, Class: 0.966899, Obj: 0.082813, No Obj: 0.000098, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611226, Class: 0.991849, Obj: 0.050178, No Obj: 0.000088, .5R: 0.800000, .75R: 0.100000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767902, Class: 0.993729, Obj: 0.071903, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.854361, Class: 0.752292, Obj: 0.026534, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596242, Class: 0.967685, Obj: 0.008468, No Obj: 0.000084, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1578: 0.585632, 0.415047 avg loss, 0.001000 rate, 3.930460 seconds, 100992 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601010, Class: 0.981051, Obj: 0.002566, No Obj: 0.000083, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.701736, Class: 0.995294, Obj: 0.070272, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812682, Class: 0.990417, Obj: 0.284336, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700209, Class: 0.997938, Obj: 0.088744, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634009, Class: 0.962309, Obj: 0.043349, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649118, Class: 0.991316, Obj: 0.121725, No Obj: 0.000074, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553499, Class: 0.992917, Obj: 0.137967, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788985, Class: 0.982177, Obj: 0.035103, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707837, Class: 0.996724, Obj: 0.196971, No Obj: 0.000105, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714514, Class: 0.986539, Obj: 0.145895, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698267, Class: 0.994536, Obj: 0.097541, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755360, Class: 0.998639, Obj: 0.017541, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699972, Class: 0.998384, Obj: 0.151612, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.559583, Class: 0.860656, Obj: 0.004229, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805501, Class: 0.996473, Obj: 0.046784, No Obj: 0.000060, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1579: 0.416605, 0.415203 avg loss, 0.001000 rate, 3.902307 seconds, 101056 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799645, Class: 0.990954, Obj: 0.138851, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755613, Class: 0.998379, Obj: 0.060977, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850806, Class: 0.973949, Obj: 0.401491, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601367, Class: 0.989588, Obj: 0.029918, No Obj: 0.000040, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678131, Class: 0.999432, Obj: 0.784432, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.550145, Class: 0.989780, Obj: 0.070701, No Obj: 0.000094, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.599644, Class: 0.994100, Obj: 0.076974, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747960, Class: 0.989514, Obj: 0.125246, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.701516, Class: 0.993611, Obj: 0.099406, No Obj: 0.000092, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725664, Class: 0.993609, Obj: 0.088577, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676224, Class: 0.982368, Obj: 0.018326, No Obj: 0.000091, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.460556, Class: 0.993035, Obj: 0.017546, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.496583, Class: 0.967029, Obj: 0.075431, No Obj: 0.000113, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805445, Class: 0.998260, Obj: 0.051153, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719014, Class: 0.996530, Obj: 0.136827, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824515, Class: 0.996392, Obj: 0.244367, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1580: 0.449531, 0.418636 avg loss, 0.001000 rate, 3.910491 seconds, 101120 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498968, Class: 0.813986, Obj: 0.000073, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638312, Class: 0.991272, Obj: 0.003867, No Obj: 0.000022, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679887, Class: 0.998097, Obj: 0.502002, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.667552, Class: 0.994072, Obj: 0.083151, No Obj: 0.000091, .5R: 0.625000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.807498, Class: 0.974722, Obj: 0.013367, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.711313, Class: 0.976833, Obj: 0.126905, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.554452, Class: 0.989487, Obj: 0.073808, No Obj: 0.000122, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822412, Class: 0.996768, Obj: 0.027365, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773664, Class: 0.997383, Obj: 0.131282, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705843, Class: 0.996900, Obj: 0.132651, No Obj: 0.000088, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.680068, Class: 0.980654, Obj: 0.089098, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840603, Class: 0.984627, Obj: 0.590212, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630486, Class: 0.996970, Obj: 0.058620, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817782, Class: 0.993933, Obj: 0.021407, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673623, Class: 0.991872, Obj: 0.164850, No Obj: 0.000131, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1581: 0.424641, 0.419236 avg loss, 0.001000 rate, 3.917764 seconds, 101184 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.575549, Class: 0.956741, Obj: 0.496054, No Obj: 0.000444, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736980, Class: 0.993545, Obj: 0.263141, No Obj: 0.000291, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.595546, Class: 0.989497, Obj: 0.027593, No Obj: 0.000093, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.711054, Class: 0.998008, Obj: 0.185676, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756111, Class: 0.994978, Obj: 0.140000, No Obj: 0.000063, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568263, Class: 0.994326, Obj: 0.025852, No Obj: 0.000050, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640241, Class: 0.992896, Obj: 0.168706, No Obj: 0.000108, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778886, Class: 0.998557, Obj: 0.172411, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.653456, Class: 0.993020, Obj: 0.089981, No Obj: 0.000124, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.423015, Class: 0.994398, Obj: 0.079165, No Obj: 0.000034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719507, Class: 0.995483, Obj: 0.031959, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722450, Class: 0.996052, Obj: 0.026592, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.687186, Class: 0.900867, Obj: 0.231813, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.887244, Class: 0.998111, Obj: 0.423107, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621267, Class: 0.994269, Obj: 0.066739, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1582: 0.546596, 0.431972 avg loss, 0.001000 rate, 3.925302 seconds, 101248 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774437, Class: 0.994063, Obj: 0.030149, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818542, Class: 0.995284, Obj: 0.079015, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746520, Class: 0.991620, Obj: 0.090992, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.615643, Class: 0.981065, Obj: 0.115027, No Obj: 0.000110, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658936, Class: 0.994976, Obj: 0.012783, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729902, Class: 0.994068, Obj: 0.029364, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712156, Class: 0.989972, Obj: 0.215966, No Obj: 0.000205, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.780281, Class: 0.995024, Obj: 0.123240, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646573, Class: 0.993281, Obj: 0.213678, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.640317, Class: 0.996579, Obj: 0.135695, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668092, Class: 0.989988, Obj: 0.058979, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830828, Class: 0.998764, Obj: 0.213746, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.948263, Class: 0.978585, Obj: 0.010322, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712969, Class: 0.996217, Obj: 0.162649, No Obj: 0.000135, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825720, Class: 0.977554, Obj: 0.004534, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749246, Class: 0.996491, Obj: 0.173708, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1583: 0.427399, 0.431515 avg loss, 0.001000 rate, 3.909716 seconds, 101312 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762977, Class: 0.995719, Obj: 0.244169, No Obj: 0.000126, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803945, Class: 0.998523, Obj: 0.285035, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.869723, Class: 0.997545, Obj: 0.161689, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.702065, Class: 0.992238, Obj: 0.154416, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.925512, Class: 0.997651, Obj: 0.264067, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602661, Class: 0.990936, Obj: 0.123378, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.570338, Class: 0.996943, Obj: 0.076593, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.576002, Class: 0.994204, Obj: 0.077100, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.801528, Class: 0.998780, Obj: 0.172315, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606667, Class: 0.998251, Obj: 0.080892, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629103, Class: 0.994938, Obj: 0.021154, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619605, Class: 0.998479, Obj: 0.371524, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.525761, Class: 0.995373, Obj: 0.025488, No Obj: 0.000099, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.681513, Class: 0.995814, Obj: 0.207536, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.906137, Class: 0.990770, Obj: 0.098719, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809607, Class: 0.992375, Obj: 0.063716, No Obj: 0.000119, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1584: 0.485967, 0.436960 avg loss, 0.001000 rate, 3.915229 seconds, 101376 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792628, Class: 0.991828, Obj: 0.596465, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730572, Class: 0.991262, Obj: 0.038396, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.779077, Class: 0.997240, Obj: 0.685174, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.535299, Class: 0.998703, Obj: 0.431249, No Obj: 0.000202, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.531741, Class: 0.996118, Obj: 0.023851, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.801619, Class: 0.868340, Obj: 0.003254, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.943514, Class: 0.989510, Obj: 0.715260, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624803, Class: 0.990405, Obj: 0.052297, No Obj: 0.000071, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875632, Class: 0.998314, Obj: 0.261946, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747836, Class: 0.995557, Obj: 0.245451, No Obj: 0.000161, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736901, Class: 0.996140, Obj: 0.227304, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759978, Class: 0.993681, Obj: 0.483391, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740121, Class: 0.988403, Obj: 0.093050, No Obj: 0.000127, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858933, Class: 0.997894, Obj: 0.412255, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763113, Class: 0.997585, Obj: 0.259683, No Obj: 0.000115, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1585: 0.299288, 0.423193 avg loss, 0.001000 rate, 3.927486 seconds, 101440 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752332, Class: 0.999590, Obj: 0.738589, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694750, Class: 0.997182, Obj: 0.282913, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702597, Class: 0.994939, Obj: 0.109359, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775500, Class: 0.999504, Obj: 0.713084, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788462, Class: 0.997240, Obj: 0.278723, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775604, Class: 0.997681, Obj: 0.430629, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.619680, Class: 0.990680, Obj: 0.266509, No Obj: 0.000135, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654095, Class: 0.992941, Obj: 0.128025, No Obj: 0.000099, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799297, Class: 0.997209, Obj: 0.118811, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676616, Class: 0.992511, Obj: 0.172485, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.535221, Class: 0.990022, Obj: 0.017932, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1586: 0.322263, 0.413100 avg loss, 0.001000 rate, 3.909637 seconds, 101504 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635658, Class: 0.994304, Obj: 0.269246, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798944, Class: 0.996050, Obj: 0.105010, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848924, Class: 0.991748, Obj: 0.259574, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.690688, Class: 0.990462, Obj: 0.042591, No Obj: 0.000051, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717888, Class: 0.999275, Obj: 0.824923, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666654, Class: 0.993543, Obj: 0.013368, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861217, Class: 0.994600, Obj: 0.180656, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633099, Class: 0.991159, Obj: 0.043502, No Obj: 0.000054, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768642, Class: 0.981306, Obj: 0.011415, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723648, Class: 0.995727, Obj: 0.297886, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866742, Class: 0.999534, Obj: 0.429956, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.618762, Class: 0.988230, Obj: 0.000336, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666900, Class: 0.998903, Obj: 0.635537, No Obj: 0.000239, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679226, Class: 0.997614, Obj: 0.095447, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1587: 0.320624, 0.403852 avg loss, 0.001000 rate, 3.902042 seconds, 101568 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.646319, Class: 0.989884, Obj: 0.055893, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751237, Class: 0.996314, Obj: 0.186385, No Obj: 0.000316, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.450363, Class: 0.957494, Obj: 0.000184, No Obj: 0.000050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.600515, Class: 0.982638, Obj: 0.011165, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588105, Class: 0.994108, Obj: 0.112591, No Obj: 0.000078, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752290, Class: 0.997290, Obj: 0.162996, No Obj: 0.000123, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.693382, Class: 0.988326, Obj: 0.082884, No Obj: 0.000097, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676450, Class: 0.994731, Obj: 0.187396, No Obj: 0.000124, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736706, Class: 0.984375, Obj: 0.111935, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603769, Class: 0.997048, Obj: 0.108889, No Obj: 0.000089, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720456, Class: 0.995372, Obj: 0.173422, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811893, Class: 0.995315, Obj: 0.106163, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778451, Class: 0.997957, Obj: 0.433007, No Obj: 0.000311, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.694490, Class: 0.994280, Obj: 0.059761, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1588: 0.506579, 0.414125 avg loss, 0.001000 rate, 3.925161 seconds, 101632 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838154, Class: 0.980016, Obj: 0.043515, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.703618, Class: 0.997649, Obj: 0.237107, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.900127, Class: 0.997716, Obj: 0.115274, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829100, Class: 0.999819, Obj: 0.584425, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718374, Class: 0.993441, Obj: 0.113937, No Obj: 0.000140, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.619384, Class: 0.987826, Obj: 0.020570, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759339, Class: 0.998903, Obj: 0.422835, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600526, Class: 0.993283, Obj: 0.186310, No Obj: 0.000041, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834884, Class: 0.994721, Obj: 0.134131, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748764, Class: 0.997120, Obj: 0.537832, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.727163, Class: 0.998079, Obj: 0.149495, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.746356, Class: 0.993555, Obj: 0.183135, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.564072, Class: 0.997284, Obj: 0.000992, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726093, Class: 0.993397, Obj: 0.174817, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.902117, Class: 0.998961, Obj: 0.436711, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603632, Class: 0.993462, Obj: 0.064142, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1589: 0.276123, 0.400325 avg loss, 0.001000 rate, 3.918987 seconds, 101696 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764293, Class: 0.996673, Obj: 0.137879, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682085, Class: 0.998688, Obj: 0.091358, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.817876, Class: 0.984189, Obj: 0.064834, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.893381, Class: 0.999466, Obj: 0.341834, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859334, Class: 0.992481, Obj: 0.084915, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819944, Class: 0.998198, Obj: 0.204298, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761348, Class: 0.995211, Obj: 0.044991, No Obj: 0.000084, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743143, Class: 0.991343, Obj: 0.012550, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869078, Class: 0.992087, Obj: 0.099439, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.849796, Class: 0.991515, Obj: 0.179136, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.718886, Class: 0.998100, Obj: 0.272258, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633938, Class: 0.995600, Obj: 0.049068, No Obj: 0.000066, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692522, Class: 0.994786, Obj: 0.140200, No Obj: 0.000073, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655000, Class: 0.988955, Obj: 0.023246, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.625029, Class: 0.989300, Obj: 0.106432, No Obj: 0.000099, .5R: 0.750000, .75R: 0.250000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1590: 0.459640, 0.406256 avg loss, 0.001000 rate, 3.926689 seconds, 101760 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.426057, Class: 0.917996, Obj: 0.000993, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.645548, Class: 0.990167, Obj: 0.012225, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732244, Class: 0.990379, Obj: 0.097944, No Obj: 0.000109, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718198, Class: 0.998560, Obj: 0.567436, No Obj: 0.000234, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.885621, Class: 0.995147, Obj: 0.168241, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674729, Class: 0.959074, Obj: 0.004467, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592498, Class: 0.990854, Obj: 0.041022, No Obj: 0.000046, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.759840, Class: 0.981835, Obj: 0.006477, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.877100, Class: 0.986161, Obj: 0.200954, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743468, Class: 0.994089, Obj: 0.170768, No Obj: 0.000087, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757303, Class: 0.998184, Obj: 0.663232, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704998, Class: 0.998108, Obj: 0.392391, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786205, Class: 0.985486, Obj: 0.007829, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655887, Class: 0.980287, Obj: 0.003751, No Obj: 0.000020, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796978, Class: 0.997222, Obj: 0.057178, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.634780, Class: 0.996580, Obj: 0.340869, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852401, Class: 0.996786, Obj: 0.277638, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.613552, Class: 0.997960, Obj: 0.234797, No Obj: 0.000056, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1591: 0.374245, 0.403055 avg loss, 0.001000 rate, 3.904886 seconds, 101824 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839411, Class: 0.976612, Obj: 0.149357, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691339, Class: 0.997234, Obj: 0.214913, No Obj: 0.000088, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.628826, Class: 0.986674, Obj: 0.441823, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792960, Class: 0.991509, Obj: 0.067251, No Obj: 0.000066, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.597529, Class: 0.968287, Obj: 0.002605, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.634084, Class: 0.999853, Obj: 0.770836, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743620, Class: 0.995287, Obj: 0.166471, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681087, Class: 0.999857, Obj: 0.554617, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.656272, Class: 0.998429, Obj: 0.237440, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802225, Class: 0.970830, Obj: 0.005301, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867951, Class: 0.989589, Obj: 0.174699, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824615, Class: 0.995291, Obj: 0.248210, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785905, Class: 0.995029, Obj: 0.398496, No Obj: 0.000276, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.769910, Class: 0.981368, Obj: 0.239400, No Obj: 0.000188, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1592: 0.250418, 0.387791 avg loss, 0.001000 rate, 3.907052 seconds, 101888 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843804, Class: 0.988021, Obj: 0.039323, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.481425, Class: 0.986152, Obj: 0.112144, No Obj: 0.000063, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713522, Class: 0.999189, Obj: 0.426148, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.798904, Class: 0.996034, Obj: 0.142654, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729373, Class: 0.999391, Obj: 0.324277, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660337, Class: 0.996647, Obj: 0.306376, No Obj: 0.000117, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664388, Class: 0.992137, Obj: 0.136759, No Obj: 0.000094, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669927, Class: 0.992751, Obj: 0.052204, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.749736, Class: 0.859769, Obj: 0.636017, No Obj: 0.000593, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699316, Class: 0.973913, Obj: 0.001376, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715790, Class: 0.991423, Obj: 0.046348, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730421, Class: 0.992711, Obj: 0.226223, No Obj: 0.000163, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.734425, Class: 0.856709, Obj: 0.072905, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.566517, Class: 0.979720, Obj: 0.072765, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640396, Class: 0.999895, Obj: 0.284206, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1593: 0.349288, 0.383941 avg loss, 0.001000 rate, 3.904875 seconds, 101952 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.869085, Class: 0.996705, Obj: 0.362602, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.720315, Class: 0.988019, Obj: 0.087797, No Obj: 0.000172, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.673533, Class: 0.992281, Obj: 0.201642, No Obj: 0.000108, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783423, Class: 0.995276, Obj: 0.239900, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814593, Class: 0.995760, Obj: 0.222182, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765161, Class: 0.999559, Obj: 0.772780, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677735, Class: 0.995718, Obj: 0.145366, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744501, Class: 0.994732, Obj: 0.235456, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784114, Class: 0.996624, Obj: 0.227363, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772405, Class: 0.993005, Obj: 0.360687, No Obj: 0.000142, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670954, Class: 0.975953, Obj: 0.102751, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.851385, Class: 0.994240, Obj: 0.409333, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829166, Class: 0.994268, Obj: 0.105824, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.725502, Class: 0.994279, Obj: 0.101731, No Obj: 0.000046, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1594: 0.345788, 0.380126 avg loss, 0.001000 rate, 3.919630 seconds, 102016 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701847, Class: 0.998753, Obj: 0.280188, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767864, Class: 0.998258, Obj: 0.369391, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711051, Class: 0.996458, Obj: 0.163261, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730889, Class: 0.984457, Obj: 0.215669, No Obj: 0.000302, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.781108, Class: 0.996173, Obj: 0.228513, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727759, Class: 0.992351, Obj: 0.201145, No Obj: 0.000240, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470095, Class: 0.974920, Obj: 0.001171, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823360, Class: 0.992273, Obj: 0.285976, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600285, Class: 0.966119, Obj: 0.408415, No Obj: 0.000141, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.618915, Class: 0.990183, Obj: 0.182788, No Obj: 0.000205, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850116, Class: 0.996611, Obj: 0.422517, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.694688, Class: 0.998076, Obj: 0.088091, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.735691, Class: 0.992800, Obj: 0.048179, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726690, Class: 0.998629, Obj: 0.491496, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1595: 0.417625, 0.383876 avg loss, 0.001000 rate, 3.920687 seconds, 102080 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763221, Class: 0.987893, Obj: 0.380130, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845818, Class: 0.987467, Obj: 0.073037, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646678, Class: 0.996165, Obj: 0.264532, No Obj: 0.000163, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622814, Class: 0.990495, Obj: 0.014455, No Obj: 0.000087, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862098, Class: 0.999798, Obj: 0.491155, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654159, Class: 0.996036, Obj: 0.099906, No Obj: 0.000185, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778379, Class: 0.999526, Obj: 0.101677, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652299, Class: 0.995373, Obj: 0.223809, No Obj: 0.000143, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767406, Class: 0.991303, Obj: 0.084119, No Obj: 0.000180, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843313, Class: 0.996151, Obj: 0.615471, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726948, Class: 0.991925, Obj: 0.128323, No Obj: 0.000148, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761626, Class: 0.996348, Obj: 0.025542, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685797, Class: 0.993781, Obj: 0.186685, No Obj: 0.000169, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1596: 0.547277, 0.400216 avg loss, 0.001000 rate, 3.913908 seconds, 102144 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693022, Class: 0.997254, Obj: 0.791153, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662065, Class: 0.997775, Obj: 0.024478, No Obj: 0.000041, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747497, Class: 0.985419, Obj: 0.116943, No Obj: 0.000129, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.674843, Class: 0.946784, Obj: 0.620968, No Obj: 0.000570, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591449, Class: 0.983723, Obj: 0.087864, No Obj: 0.000098, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669210, Class: 0.997201, Obj: 0.067765, No Obj: 0.000142, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708639, Class: 0.990488, Obj: 0.243066, No Obj: 0.000236, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728800, Class: 0.989479, Obj: 0.125244, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677779, Class: 0.999987, Obj: 0.955493, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753077, Class: 0.996121, Obj: 0.085354, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858511, Class: 0.994674, Obj: 0.265207, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708558, Class: 0.996845, Obj: 0.186052, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881726, Class: 0.997547, Obj: 0.201520, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1597: 0.325670, 0.392761 avg loss, 0.001000 rate, 3.922211 seconds, 102208 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746905, Class: 0.999683, Obj: 0.908952, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681609, Class: 0.996160, Obj: 0.113720, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734859, Class: 0.914156, Obj: 0.080107, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735936, Class: 0.994387, Obj: 0.139674, No Obj: 0.000069, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.520094, Class: 0.996180, Obj: 0.482095, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.480801, Class: 0.999753, Obj: 0.502941, No Obj: 0.000187, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694322, Class: 0.996083, Obj: 0.250618, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000285, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783738, Class: 0.995958, Obj: 0.072621, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738278, Class: 0.988789, Obj: 0.107917, No Obj: 0.000073, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.824886, Class: 0.987138, Obj: 0.310484, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558656, Class: 0.989459, Obj: 0.004748, No Obj: 0.000049, .5R: 0.571429, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780845, Class: 0.993147, Obj: 0.197463, No Obj: 0.000111, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.784375, Class: 0.995898, Obj: 0.262924, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.511320, Class: 0.998663, Obj: 0.001907, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727962, Class: 0.998813, Obj: 0.842452, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734383, Class: 0.990704, Obj: 0.219963, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1598: 0.397475, 0.393233 avg loss, 0.001000 rate, 3.911522 seconds, 102272 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.861521, Class: 0.972086, Obj: 0.003855, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762636, Class: 0.992361, Obj: 0.190021, No Obj: 0.000119, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.721938, Class: 0.995755, Obj: 0.567591, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.690806, Class: 0.979651, Obj: 0.001779, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689751, Class: 0.992695, Obj: 0.081140, No Obj: 0.000086, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739100, Class: 0.996069, Obj: 0.733285, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692262, Class: 0.993005, Obj: 0.037447, No Obj: 0.000119, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843061, Class: 0.991928, Obj: 0.013440, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714342, Class: 0.995016, Obj: 0.224572, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832139, Class: 0.995538, Obj: 0.233191, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.814960, Class: 0.997070, Obj: 0.144572, No Obj: 0.000101, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689802, Class: 0.995306, Obj: 0.137088, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.718350, Class: 0.991149, Obj: 0.136714, No Obj: 0.000076, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.643964, Class: 0.891681, Obj: 0.000065, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.650806, Class: 0.991569, Obj: 0.032696, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697941, Class: 0.993807, Obj: 0.063067, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772931, Class: 0.992983, Obj: 0.138933, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1599: 0.493048, 0.403214 avg loss, 0.001000 rate, 3.921038 seconds, 102336 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632950, Class: 0.987976, Obj: 0.022581, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703275, Class: 0.999072, Obj: 0.369819, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694823, Class: 0.989102, Obj: 0.083840, No Obj: 0.000106, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651546, Class: 0.991305, Obj: 0.120205, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.740784, Class: 0.983769, Obj: 0.352115, No Obj: 0.000729, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588474, Class: 0.995739, Obj: 0.000860, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855214, Class: 0.999735, Obj: 0.041012, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715712, Class: 0.990895, Obj: 0.184422, No Obj: 0.000102, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750547, Class: 0.994686, Obj: 0.258515, No Obj: 0.000232, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773968, Class: 0.993218, Obj: 0.156017, No Obj: 0.000076, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.805086, Class: 0.998828, Obj: 0.855401, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.895826, Class: 0.999750, Obj: 0.062543, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636299, Class: 0.992767, Obj: 0.117800, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772052, Class: 0.994822, Obj: 0.096145, No Obj: 0.000074, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1600: 0.447453, 0.407638 avg loss, 0.001000 rate, 3.927501 seconds, 102400 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738460, Class: 0.993418, Obj: 0.175536, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.840367, Class: 0.997566, Obj: 0.165872, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.763521, Class: 0.989740, Obj: 0.135946, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782114, Class: 0.996233, Obj: 0.145965, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774615, Class: 0.998264, Obj: 0.264930, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696069, Class: 0.998405, Obj: 0.209640, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837409, Class: 0.994819, Obj: 0.289696, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.883191, Class: 0.993764, Obj: 0.117296, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796352, Class: 0.980115, Obj: 0.519131, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809830, Class: 0.994583, Obj: 0.051502, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.682684, Class: 0.983104, Obj: 0.207956, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782415, Class: 0.994521, Obj: 0.163738, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708958, Class: 0.997261, Obj: 0.569068, No Obj: 0.000288, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705164, Class: 0.995569, Obj: 0.193207, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850911, Class: 0.998163, Obj: 0.514316, No Obj: 0.000425, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839501, Class: 0.996822, Obj: 0.121053, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1601: 0.305449, 0.397419 avg loss, 0.001000 rate, 3.702439 seconds, 102464 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699090, Class: 0.991110, Obj: 0.544868, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715747, Class: 0.991193, Obj: 0.145576, No Obj: 0.000141, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743345, Class: 0.999660, Obj: 0.147743, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596432, Class: 0.973960, Obj: 0.017296, No Obj: 0.000094, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.793979, Class: 0.998642, Obj: 0.668112, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797966, Class: 0.998036, Obj: 0.018704, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662734, Class: 0.997219, Obj: 0.237392, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731855, Class: 0.991800, Obj: 0.042581, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741768, Class: 0.995507, Obj: 0.060171, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.701557, Class: 0.952279, Obj: 0.009219, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709627, Class: 0.993812, Obj: 0.163267, No Obj: 0.000154, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771939, Class: 0.989213, Obj: 0.303685, No Obj: 0.000233, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1602: 0.413434, 0.399021 avg loss, 0.001000 rate, 3.917974 seconds, 102528 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890614, Class: 0.998752, Obj: 0.639229, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763365, Class: 0.998110, Obj: 0.123071, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795931, Class: 0.992785, Obj: 0.036013, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796903, Class: 0.991927, Obj: 0.086844, No Obj: 0.000129, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729861, Class: 0.995361, Obj: 0.099840, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750126, Class: 0.992567, Obj: 0.326667, No Obj: 0.000112, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744272, Class: 0.990654, Obj: 0.330091, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705500, Class: 0.994493, Obj: 0.181493, No Obj: 0.000240, .5R: 0.846154, .75R: 0.461538, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661449, Class: 0.989932, Obj: 0.237051, No Obj: 0.000314, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.583537, Class: 0.982109, Obj: 0.007708, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838435, Class: 0.998246, Obj: 0.505571, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.245352, Class: 0.997018, Obj: 0.693486, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1603: 0.436733, 0.402792 avg loss, 0.001000 rate, 3.920440 seconds, 102592 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.676362, Class: 0.998060, Obj: 0.911436, No Obj: 0.000431, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.687377, Class: 0.992991, Obj: 0.214666, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649005, Class: 0.996213, Obj: 0.301848, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701460, Class: 0.995977, Obj: 0.069846, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704072, Class: 0.997437, Obj: 0.196738, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.719496, Class: 0.993503, Obj: 0.158675, No Obj: 0.000156, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829924, Class: 0.998903, Obj: 0.142180, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637141, Class: 0.997317, Obj: 0.229955, No Obj: 0.000193, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703739, Class: 0.997650, Obj: 0.246991, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861511, Class: 0.998043, Obj: 0.157686, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745521, Class: 0.971317, Obj: 0.002432, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769274, Class: 0.989797, Obj: 0.086596, No Obj: 0.000184, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.804796, Class: 0.996290, Obj: 0.288592, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726293, Class: 0.996681, Obj: 0.204185, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.777194, Class: 0.996878, Obj: 0.155174, No Obj: 0.000159, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1604: 0.389671, 0.401480 avg loss, 0.001000 rate, 3.925467 seconds, 102656 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.651667, Class: 0.983142, Obj: 0.774997, No Obj: 0.000442, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746816, Class: 0.991502, Obj: 0.094909, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902839, Class: 0.986244, Obj: 0.561730, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797447, Class: 0.995217, Obj: 0.028578, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892273, Class: 0.999585, Obj: 0.847393, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.786217, Class: 0.994224, Obj: 0.172255, No Obj: 0.000150, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876479, Class: 0.996040, Obj: 0.144157, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808546, Class: 0.995306, Obj: 0.203876, No Obj: 0.000162, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804118, Class: 0.969800, Obj: 0.467313, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704932, Class: 0.987512, Obj: 0.047912, No Obj: 0.000097, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.572573, Class: 0.998430, Obj: 0.252101, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816321, Class: 0.999115, Obj: 0.077344, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.731476, Class: 0.984575, Obj: 0.606894, No Obj: 0.000472, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843507, Class: 0.984594, Obj: 0.337832, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733628, Class: 0.989756, Obj: 0.136832, No Obj: 0.000185, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756446, Class: 0.998211, Obj: 0.285882, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762135, Class: 0.996758, Obj: 0.058392, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1605: 0.412414, 0.402573 avg loss, 0.001000 rate, 3.904097 seconds, 102720 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697945, Class: 0.998422, Obj: 0.169257, No Obj: 0.000079, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561271, Class: 0.993854, Obj: 0.007400, No Obj: 0.000040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692681, Class: 0.976624, Obj: 0.032238, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.805487, Class: 0.997889, Obj: 0.025231, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601528, Class: 0.993984, Obj: 0.246369, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721671, Class: 0.991941, Obj: 0.754187, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747717, Class: 0.988698, Obj: 0.783419, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713167, Class: 0.996458, Obj: 0.121546, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735287, Class: 0.997975, Obj: 0.265686, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782514, Class: 0.991755, Obj: 0.316530, No Obj: 0.000199, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.657184, Class: 0.990135, Obj: 0.008313, No Obj: 0.000081, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1606: 0.261089, 0.388425 avg loss, 0.001000 rate, 3.905028 seconds, 102784 images Loaded: 0.000071 seconds Region 82 Avg IOU: 0.789565, Class: 0.997125, Obj: 0.071981, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843527, Class: 0.992606, Obj: 0.260673, No Obj: 0.000211, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.589023, Class: 0.997372, Obj: 0.164265, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735211, Class: 0.988730, Obj: 0.328098, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.847533, Class: 0.997056, Obj: 0.045371, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612281, Class: 0.957299, Obj: 0.003205, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770244, Class: 0.998734, Obj: 0.030613, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.724645, Class: 0.991829, Obj: 0.011877, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.712279, Class: 0.973830, Obj: 0.005655, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667755, Class: 0.989475, Obj: 0.044804, No Obj: 0.000046, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.776438, Class: 0.932563, Obj: 0.000407, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.581015, Class: 0.927792, Obj: 0.322299, No Obj: 0.000115, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.674185, Class: 0.989543, Obj: 0.036489, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804387, Class: 0.999776, Obj: 0.419256, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659413, Class: 0.998697, Obj: 0.057519, No Obj: 0.000097, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.825372, Class: 0.993864, Obj: 0.597986, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667618, Class: 0.996570, Obj: 0.149248, No Obj: 0.000091, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.472738, Class: 0.919572, Obj: 0.280784, No Obj: 0.000400, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678842, Class: 0.996668, Obj: 0.103406, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1607: 0.400463, 0.389629 avg loss, 0.001000 rate, 3.920992 seconds, 102848 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728168, Class: 0.995294, Obj: 0.010919, No Obj: 0.000028, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779895, Class: 0.999483, Obj: 0.624967, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.725453, Class: 0.994439, Obj: 0.095155, No Obj: 0.000065, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.751095, Class: 0.991573, Obj: 0.568310, No Obj: 0.000608, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667639, Class: 0.990440, Obj: 0.081646, No Obj: 0.000078, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704771, Class: 0.995814, Obj: 0.287998, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.582792, Class: 0.996122, Obj: 0.074370, No Obj: 0.000040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787939, Class: 0.992194, Obj: 0.225895, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.930414, Class: 0.996709, Obj: 0.267763, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463023, Class: 0.977308, Obj: 0.030152, No Obj: 0.000036, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750731, Class: 0.992894, Obj: 0.147808, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.788137, Class: 0.993022, Obj: 0.060296, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728942, Class: 0.995908, Obj: 0.032491, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1608: 0.385501, 0.389216 avg loss, 0.001000 rate, 3.904054 seconds, 102912 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700311, Class: 0.975571, Obj: 0.064235, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.761574, Class: 0.996016, Obj: 0.048717, No Obj: 0.000049, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.717089, Class: 0.995676, Obj: 0.441954, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.890423, Class: 0.997387, Obj: 0.056702, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773759, Class: 0.998858, Obj: 0.794387, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600101, Class: 0.995426, Obj: 0.155663, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605126, Class: 0.995793, Obj: 0.032997, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603421, Class: 0.995897, Obj: 0.148336, No Obj: 0.000095, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754131, Class: 0.997831, Obj: 0.100976, No Obj: 0.000086, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750627, Class: 0.997357, Obj: 0.078319, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.722399, Class: 0.997433, Obj: 0.856307, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702723, Class: 0.998079, Obj: 0.040520, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705303, Class: 0.996819, Obj: 0.189671, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861925, Class: 0.997848, Obj: 0.724344, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613225, Class: 0.942727, Obj: 0.021752, No Obj: 0.000043, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1609: 0.396324, 0.389927 avg loss, 0.001000 rate, 3.903286 seconds, 102976 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.813111, Class: 0.997450, Obj: 0.401123, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786182, Class: 0.996420, Obj: 0.257340, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722589, Class: 0.995922, Obj: 0.180321, No Obj: 0.000113, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.731391, Class: 0.998922, Obj: 0.709754, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664509, Class: 0.993745, Obj: 0.064220, No Obj: 0.000059, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.757441, Class: 0.979012, Obj: 0.013989, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599436, Class: 0.995819, Obj: 0.081136, No Obj: 0.000100, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.695459, Class: 0.993563, Obj: 0.016252, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764086, Class: 0.999599, Obj: 0.334222, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.643760, Class: 0.994311, Obj: 0.287560, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812674, Class: 0.992094, Obj: 0.048509, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.871294, Class: 0.996292, Obj: 0.032264, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828752, Class: 0.988069, Obj: 0.261484, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752351, Class: 0.995383, Obj: 0.123435, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.909302, Class: 0.989368, Obj: 0.125496, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.705039, Class: 0.998894, Obj: 0.614188, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747260, Class: 0.992827, Obj: 0.042834, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763540, Class: 0.999096, Obj: 0.206720, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1610: 0.339834, 0.384917 avg loss, 0.001000 rate, 3.905491 seconds, 103040 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664250, Class: 0.978465, Obj: 0.036248, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713399, Class: 0.994422, Obj: 0.068718, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709312, Class: 0.991267, Obj: 0.106615, No Obj: 0.000070, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846056, Class: 0.999193, Obj: 0.454073, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.618019, Class: 0.997603, Obj: 0.143154, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725978, Class: 0.967844, Obj: 0.000236, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896139, Class: 0.999642, Obj: 0.709355, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753427, Class: 0.993297, Obj: 0.275135, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761134, Class: 0.978058, Obj: 0.053509, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.661935, Class: 0.995423, Obj: 0.089926, No Obj: 0.000090, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804474, Class: 0.997381, Obj: 0.434400, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.608206, Class: 0.998887, Obj: 0.038959, No Obj: 0.000059, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.855380, Class: 0.881155, Obj: 0.139318, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818952, Class: 0.984813, Obj: 0.026712, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763543, Class: 0.986453, Obj: 0.150800, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1611: 0.443217, 0.390747 avg loss, 0.001000 rate, 3.905424 seconds, 103104 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.588490, Class: 0.896320, Obj: 0.440003, No Obj: 0.000458, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634906, Class: 0.984789, Obj: 0.029612, No Obj: 0.000065, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702110, Class: 0.997932, Obj: 0.161126, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639101, Class: 0.992086, Obj: 0.057744, No Obj: 0.000096, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743183, Class: 0.995426, Obj: 0.210218, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844335, Class: 0.955398, Obj: 0.001065, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719558, Class: 0.994515, Obj: 0.232019, No Obj: 0.000135, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835033, Class: 0.998177, Obj: 0.255115, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704405, Class: 0.996703, Obj: 0.026328, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624325, Class: 0.991859, Obj: 0.053769, No Obj: 0.000111, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700302, Class: 0.996024, Obj: 0.196349, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693930, Class: 0.992365, Obj: 0.192055, No Obj: 0.000063, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.654542, Class: 0.995455, Obj: 0.103322, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757318, Class: 0.994261, Obj: 0.220510, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1612: 0.429375, 0.394610 avg loss, 0.001000 rate, 3.904432 seconds, 103168 images Loaded: 0.000078 seconds Region 82 Avg IOU: 0.677402, Class: 0.968879, Obj: 0.104021, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748741, Class: 0.996490, Obj: 0.155202, No Obj: 0.000144, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694189, Class: 0.940710, Obj: 0.002648, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733663, Class: 0.992234, Obj: 0.037428, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.807305, Class: 0.922565, Obj: 0.001177, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.796185, Class: 0.997751, Obj: 0.172708, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.611166, Class: 0.991568, Obj: 0.061065, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.680944, Class: 0.990850, Obj: 0.255740, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872038, Class: 0.992589, Obj: 0.206009, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811421, Class: 0.990698, Obj: 0.323764, No Obj: 0.000228, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.654277, Class: 0.991752, Obj: 0.093518, No Obj: 0.000135, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.741139, Class: 0.905444, Obj: 0.005189, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.715043, Class: 0.985610, Obj: 0.318812, No Obj: 0.000221, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.615283, Class: 0.996182, Obj: 0.456817, No Obj: 0.000118, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504235, Class: 0.988494, Obj: 0.072891, No Obj: 0.000050, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732086, Class: 0.999455, Obj: 0.331825, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724593, Class: 0.996024, Obj: 0.391811, No Obj: 0.000146, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1613: 0.432058, 0.398355 avg loss, 0.001000 rate, 3.922580 seconds, 103232 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757208, Class: 0.999875, Obj: 0.909151, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687253, Class: 0.991752, Obj: 0.162300, No Obj: 0.000177, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680691, Class: 0.986977, Obj: 0.505409, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673412, Class: 0.986120, Obj: 0.098419, No Obj: 0.000081, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.715173, Class: 0.996495, Obj: 0.002403, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851505, Class: 0.999877, Obj: 0.547412, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711948, Class: 0.997039, Obj: 0.493323, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.588914, Class: 0.965641, Obj: 0.177522, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.903527, Class: 0.972806, Obj: 0.360136, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694068, Class: 0.992308, Obj: 0.082569, No Obj: 0.000108, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.871434, Class: 0.982281, Obj: 0.590483, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656404, Class: 0.992732, Obj: 0.078173, No Obj: 0.000060, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945437, Class: 0.999846, Obj: 0.091331, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716856, Class: 0.997653, Obj: 0.118418, No Obj: 0.000204, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677256, Class: 0.987029, Obj: 0.473723, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734273, Class: 0.997334, Obj: 0.074584, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748266, Class: 0.999172, Obj: 0.430749, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670377, Class: 0.992531, Obj: 0.060654, No Obj: 0.000117, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1614: 0.454902, 0.404010 avg loss, 0.001000 rate, 3.910223 seconds, 103296 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794072, Class: 0.999654, Obj: 0.218355, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.499821, Class: 0.997355, Obj: 0.040823, No Obj: 0.000136, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773027, Class: 0.910701, Obj: 0.303546, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660802, Class: 0.995938, Obj: 0.165533, No Obj: 0.000127, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744741, Class: 0.998486, Obj: 0.075165, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727907, Class: 0.990227, Obj: 0.060363, No Obj: 0.000095, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735518, Class: 0.981890, Obj: 0.000666, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795419, Class: 0.996194, Obj: 0.220892, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767976, Class: 0.998497, Obj: 0.848339, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682391, Class: 0.996064, Obj: 0.234352, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705450, Class: 0.793706, Obj: 0.000014, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651867, Class: 0.995337, Obj: 0.178653, No Obj: 0.000198, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.651304, Class: 0.984284, Obj: 0.035286, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765385, Class: 0.995318, Obj: 0.309999, No Obj: 0.000272, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.795647, Class: 0.993909, Obj: 0.072361, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767591, Class: 0.996645, Obj: 0.115310, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1615: 0.428422, 0.406451 avg loss, 0.001000 rate, 3.923677 seconds, 103360 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802383, Class: 0.992883, Obj: 0.218527, No Obj: 0.000225, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.697864, Class: 0.994086, Obj: 0.107853, No Obj: 0.000192, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798740, Class: 0.997182, Obj: 0.586043, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.530763, Class: 0.995102, Obj: 0.221558, No Obj: 0.000104, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755687, Class: 0.997724, Obj: 0.174898, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.589953, Class: 0.994876, Obj: 0.043188, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751694, Class: 0.998312, Obj: 0.857271, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698238, Class: 0.980957, Obj: 0.115354, No Obj: 0.000071, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694820, Class: 0.999602, Obj: 0.204684, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744867, Class: 0.993924, Obj: 0.209342, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782372, Class: 0.994744, Obj: 0.166873, No Obj: 0.000181, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782979, Class: 0.998115, Obj: 0.275887, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621761, Class: 0.996296, Obj: 0.224546, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620297, Class: 0.993130, Obj: 0.109422, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1616: 0.445434, 0.410349 avg loss, 0.001000 rate, 3.912846 seconds, 103424 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.709070, Class: 0.995367, Obj: 0.082934, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.666952, Class: 0.988178, Obj: 0.336178, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641147, Class: 0.998093, Obj: 0.367660, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.730105, Class: 0.993891, Obj: 0.110600, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.778712, Class: 0.992671, Obj: 0.217587, No Obj: 0.000226, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.717141, Class: 0.993162, Obj: 0.187228, No Obj: 0.000148, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.498343, Class: 0.997029, Obj: 0.137061, No Obj: 0.000109, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676799, Class: 0.997271, Obj: 0.181848, No Obj: 0.000061, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620768, Class: 0.992318, Obj: 0.136890, No Obj: 0.000044, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705955, Class: 0.994185, Obj: 0.037902, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735940, Class: 0.995244, Obj: 0.260056, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701113, Class: 0.994226, Obj: 0.166767, No Obj: 0.000076, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.696434, Class: 0.993879, Obj: 0.187201, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709501, Class: 0.976556, Obj: 0.087405, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810983, Class: 0.995708, Obj: 0.034768, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589015, Class: 0.997293, Obj: 0.091969, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1617: 0.448156, 0.414130 avg loss, 0.001000 rate, 3.905009 seconds, 103488 images Loaded: 0.000072 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706714, Class: 0.966194, Obj: 0.039629, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730776, Class: 0.981246, Obj: 0.150697, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765553, Class: 0.995020, Obj: 0.068204, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800534, Class: 0.999812, Obj: 0.898512, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715768, Class: 0.993425, Obj: 0.073593, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.807616, Class: 0.933650, Obj: 0.337919, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.744535, Class: 0.985880, Obj: 0.191546, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.626183, Class: 0.996302, Obj: 0.136774, No Obj: 0.000068, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.843280, Class: 0.987543, Obj: 0.002773, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644254, Class: 0.986413, Obj: 0.082831, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.885956, Class: 0.997004, Obj: 0.133870, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.639724, Class: 0.985874, Obj: 0.031884, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.745996, Class: 0.996677, Obj: 0.189714, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752483, Class: 0.990716, Obj: 0.076230, No Obj: 0.000059, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785898, Class: 0.999067, Obj: 0.081941, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728269, Class: 0.996028, Obj: 0.083657, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1618: 0.341706, 0.406888 avg loss, 0.001000 rate, 3.906660 seconds, 103552 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838856, Class: 0.993314, Obj: 0.027376, No Obj: 0.000038, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815544, Class: 0.992916, Obj: 0.022439, No Obj: 0.000069, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762225, Class: 0.996145, Obj: 0.259552, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714244, Class: 0.996683, Obj: 0.017757, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.606749, Class: 0.990775, Obj: 0.226249, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.750743, Class: 0.996164, Obj: 0.066048, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767344, Class: 0.968738, Obj: 0.123829, No Obj: 0.000249, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.703709, Class: 0.994143, Obj: 0.062516, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771937, Class: 0.996687, Obj: 0.124777, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863232, Class: 0.996090, Obj: 0.276433, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741226, Class: 0.991114, Obj: 0.037447, No Obj: 0.000071, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.542148, Class: 0.918226, Obj: 0.357642, No Obj: 0.000605, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1619: 0.404894, 0.406688 avg loss, 0.001000 rate, 3.902373 seconds, 103616 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758471, Class: 0.999047, Obj: 0.786452, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770873, Class: 0.990845, Obj: 0.120203, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.769778, Class: 0.991613, Obj: 0.270635, No Obj: 0.000406, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.675838, Class: 0.989176, Obj: 0.387983, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.625021, Class: 0.996031, Obj: 0.056699, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702995, Class: 0.990529, Obj: 0.012415, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711867, Class: 0.997874, Obj: 0.040056, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.635749, Class: 0.998027, Obj: 0.767587, No Obj: 0.000404, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844270, Class: 0.990738, Obj: 0.015942, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.743088, Class: 0.998731, Obj: 0.914058, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.742271, Class: 0.999776, Obj: 0.503970, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.536760, Class: 0.993457, Obj: 0.128494, No Obj: 0.000036, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821827, Class: 0.979954, Obj: 0.115351, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682432, Class: 0.987728, Obj: 0.097025, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633597, Class: 0.996225, Obj: 0.274500, No Obj: 0.000286, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.796374, Class: 0.991029, Obj: 0.059266, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761258, Class: 0.988994, Obj: 0.064730, No Obj: 0.000062, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1620: 0.367425, 0.402762 avg loss, 0.001000 rate, 3.926465 seconds, 103680 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790487, Class: 0.999376, Obj: 0.407394, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748595, Class: 0.997615, Obj: 0.178354, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844680, Class: 0.993412, Obj: 0.101582, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740049, Class: 0.984987, Obj: 0.037221, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751727, Class: 0.993432, Obj: 0.158865, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687324, Class: 0.999757, Obj: 0.758126, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753354, Class: 0.993024, Obj: 0.027747, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.454385, Class: 0.991354, Obj: 0.000368, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677339, Class: 0.970909, Obj: 0.198091, No Obj: 0.000087, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766620, Class: 0.993773, Obj: 0.735409, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827472, Class: 0.998132, Obj: 0.415852, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671616, Class: 0.996365, Obj: 0.072926, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836450, Class: 0.998712, Obj: 0.223539, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642447, Class: 0.991710, Obj: 0.032835, No Obj: 0.000055, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1621: 0.358004, 0.398286 avg loss, 0.001000 rate, 3.907316 seconds, 103744 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655842, Class: 0.994108, Obj: 0.104532, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661717, Class: 0.978808, Obj: 0.158082, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704857, Class: 0.989391, Obj: 0.110460, No Obj: 0.000097, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945399, Class: 0.992574, Obj: 0.737303, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638147, Class: 0.996743, Obj: 0.116307, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740047, Class: 0.977184, Obj: 0.133338, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: 0.647993, Class: 0.988589, Obj: 0.316225, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730399, Class: 0.989929, Obj: 0.067304, No Obj: 0.000076, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685108, Class: 0.983978, Obj: 0.416059, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.663747, Class: 0.975246, Obj: 0.159216, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799856, Class: 0.996457, Obj: 0.306909, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1622: 0.337840, 0.392242 avg loss, 0.001000 rate, 3.904913 seconds, 103808 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909332, Class: 0.999898, Obj: 0.531861, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.511205, Class: 0.998758, Obj: 0.192553, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670233, Class: 0.991639, Obj: 0.092122, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.821799, Class: 0.990823, Obj: 0.221501, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.543035, Class: 0.988193, Obj: 0.009734, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705859, Class: 0.995448, Obj: 0.237312, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.663727, Class: 0.993073, Obj: 0.138014, No Obj: 0.000113, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749393, Class: 0.992083, Obj: 0.137953, No Obj: 0.000113, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704585, Class: 0.997084, Obj: 0.445167, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465197, Class: 0.973353, Obj: 0.000304, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.875778, Class: 0.993568, Obj: 0.022508, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777922, Class: 0.992686, Obj: 0.154823, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654167, Class: 0.997868, Obj: 0.177807, No Obj: 0.000085, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1623: 0.250700, 0.378087 avg loss, 0.001000 rate, 3.923021 seconds, 103872 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928895, Class: 0.997082, Obj: 0.011978, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593379, Class: 0.994990, Obj: 0.053389, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711609, Class: 0.995937, Obj: 0.368965, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875694, Class: 0.998948, Obj: 0.225815, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745352, Class: 0.993523, Obj: 0.160535, No Obj: 0.000183, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686901, Class: 0.949010, Obj: 0.000662, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799579, Class: 0.996084, Obj: 0.099890, No Obj: 0.000109, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820925, Class: 0.998970, Obj: 0.873411, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685781, Class: 0.989481, Obj: 0.154798, No Obj: 0.000114, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.733485, Class: 0.988151, Obj: 0.004860, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.755994, Class: 0.995478, Obj: 0.076371, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718472, Class: 0.997226, Obj: 0.183051, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870438, Class: 0.996883, Obj: 0.040799, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755937, Class: 0.995876, Obj: 0.371814, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.517607, Class: 0.992344, Obj: 0.090721, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710939, Class: 0.989756, Obj: 0.164631, No Obj: 0.000144, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1624: 0.447900, 0.385069 avg loss, 0.001000 rate, 3.923025 seconds, 103936 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.623594, Class: 0.983266, Obj: 0.254756, No Obj: 0.000334, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.797179, Class: 0.997933, Obj: 0.353007, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742951, Class: 0.993885, Obj: 0.026020, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819209, Class: 0.995251, Obj: 0.115099, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651992, Class: 0.999490, Obj: 0.010292, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658347, Class: 0.970645, Obj: 0.113145, No Obj: 0.000088, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670767, Class: 0.995126, Obj: 0.261656, No Obj: 0.000168, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598040, Class: 0.998500, Obj: 0.617116, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648441, Class: 0.996509, Obj: 0.104193, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608798, Class: 0.987633, Obj: 0.097314, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821622, Class: 0.995194, Obj: 0.237319, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.737355, Class: 0.995646, Obj: 0.209557, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834823, Class: 0.993887, Obj: 0.012557, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.692504, Class: 0.993790, Obj: 0.016850, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1625: 0.377422, 0.384304 avg loss, 0.001000 rate, 3.922301 seconds, 104000 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.670996, Class: 0.995645, Obj: 0.491808, No Obj: 0.000417, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.664999, Class: 0.998411, Obj: 0.131108, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.709452, Class: 0.996023, Obj: 0.033390, No Obj: 0.000130, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697485, Class: 0.996237, Obj: 0.153665, No Obj: 0.000099, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.728770, Class: 0.993061, Obj: 0.349421, No Obj: 0.000415, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612018, Class: 0.991072, Obj: 0.204675, No Obj: 0.000134, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769455, Class: 0.988215, Obj: 0.008175, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817884, Class: 0.989004, Obj: 0.292272, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748583, Class: 0.987221, Obj: 0.297783, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746255, Class: 0.995942, Obj: 0.285046, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687153, Class: 0.997952, Obj: 0.051761, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.712671, Class: 0.985141, Obj: 0.102227, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831867, Class: 0.998223, Obj: 0.285051, No Obj: 0.000148, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.709011, Class: 0.995492, Obj: 0.182459, No Obj: 0.000184, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692661, Class: 0.984871, Obj: 0.042633, No Obj: 0.000073, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1626: 0.542057, 0.400079 avg loss, 0.001000 rate, 3.910847 seconds, 104064 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762293, Class: 0.983710, Obj: 0.641795, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649730, Class: 0.986750, Obj: 0.079194, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805872, Class: 0.992954, Obj: 0.123386, No Obj: 0.000193, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.853778, Class: 0.992742, Obj: 0.364081, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763337, Class: 0.998963, Obj: 0.642316, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.851482, Class: 0.996744, Obj: 0.377099, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728113, Class: 0.994296, Obj: 0.219872, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.743420, Class: 0.996983, Obj: 0.124554, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643915, Class: 0.995596, Obj: 0.055080, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710908, Class: 0.988466, Obj: 0.225846, No Obj: 0.000130, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.638162, Class: 0.958714, Obj: 0.000322, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.622056, Class: 0.985900, Obj: 0.458580, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709011, Class: 0.994090, Obj: 0.036428, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778834, Class: 0.999089, Obj: 0.028862, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658706, Class: 0.993949, Obj: 0.081091, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927781, Class: 0.999830, Obj: 0.441008, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627889, Class: 0.960439, Obj: 0.005237, No Obj: 0.000040, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1627: 0.357798, 0.395851 avg loss, 0.001000 rate, 3.921279 seconds, 104128 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673161, Class: 0.991952, Obj: 0.200269, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.807134, Class: 0.999232, Obj: 0.226435, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615072, Class: 0.995380, Obj: 0.136143, No Obj: 0.000102, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639843, Class: 0.994843, Obj: 0.033958, No Obj: 0.000064, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847449, Class: 0.993878, Obj: 0.053887, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750170, Class: 0.987089, Obj: 0.152446, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558170, Class: 0.981176, Obj: 0.014526, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741076, Class: 0.993950, Obj: 0.157818, No Obj: 0.000136, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639271, Class: 0.987157, Obj: 0.337962, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.827733, Class: 0.980997, Obj: 0.110888, No Obj: 0.000082, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707574, Class: 0.993636, Obj: 0.129491, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607663, Class: 0.989619, Obj: 0.085675, No Obj: 0.000076, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1628: 0.518621, 0.408128 avg loss, 0.001000 rate, 3.925654 seconds, 104192 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648062, Class: 0.991158, Obj: 0.083289, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.702175, Class: 0.993767, Obj: 0.670126, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807558, Class: 0.998117, Obj: 0.134527, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732442, Class: 0.993197, Obj: 0.121761, No Obj: 0.000058, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781893, Class: 0.994576, Obj: 0.008579, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642271, Class: 0.996055, Obj: 0.085368, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693896, Class: 0.998374, Obj: 0.000394, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626449, Class: 0.990658, Obj: 0.046380, No Obj: 0.000048, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676791, Class: 0.991841, Obj: 0.114046, No Obj: 0.000188, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.672227, Class: 0.994857, Obj: 0.121848, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759128, Class: 0.996422, Obj: 0.201607, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712975, Class: 0.991716, Obj: 0.107180, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769340, Class: 0.972189, Obj: 0.000390, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.606837, Class: 0.981685, Obj: 0.031465, No Obj: 0.000098, .5R: 0.666667, .75R: 0.222222, count: 9 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1629: 0.492782, 0.416593 avg loss, 0.001000 rate, 3.923386 seconds, 104256 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797052, Class: 0.936556, Obj: 0.390911, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.558288, Class: 0.985833, Obj: 0.146224, No Obj: 0.000108, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660217, Class: 0.996114, Obj: 0.370217, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.804090, Class: 0.996885, Obj: 0.086487, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903329, Class: 0.999766, Obj: 0.280049, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632048, Class: 0.992336, Obj: 0.077608, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799262, Class: 0.986431, Obj: 0.545731, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694559, Class: 0.990455, Obj: 0.143197, No Obj: 0.000150, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799848, Class: 0.995992, Obj: 0.233495, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737880, Class: 0.983759, Obj: 0.149493, No Obj: 0.000177, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875891, Class: 0.997719, Obj: 0.063527, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821936, Class: 0.988817, Obj: 0.151527, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675050, Class: 0.993087, Obj: 0.186017, No Obj: 0.000145, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1630: 0.376446, 0.412579 avg loss, 0.001000 rate, 3.906162 seconds, 104320 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512878, Class: 0.984770, Obj: 0.338036, No Obj: 0.000138, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.850181, Class: 0.991444, Obj: 0.063804, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715751, Class: 0.999520, Obj: 0.349837, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.791921, Class: 0.996880, Obj: 0.302858, No Obj: 0.000180, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780672, Class: 0.996096, Obj: 0.223930, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.513969, Class: 0.984944, Obj: 0.049481, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.862352, Class: 0.999474, Obj: 0.912320, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.434436, Class: 0.993958, Obj: 0.001096, No Obj: 0.000075, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784753, Class: 0.997592, Obj: 0.026844, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766885, Class: 0.997106, Obj: 0.049549, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671544, Class: 0.993715, Obj: 0.216549, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637473, Class: 0.989941, Obj: 0.130711, No Obj: 0.000106, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823898, Class: 0.995182, Obj: 0.480256, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.740205, Class: 0.994865, Obj: 0.075192, No Obj: 0.000067, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816192, Class: 0.992308, Obj: 0.211009, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.655658, Class: 0.994233, Obj: 0.030386, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1631: 0.370901, 0.408411 avg loss, 0.001000 rate, 3.907520 seconds, 104384 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.718447, Class: 0.962392, Obj: 0.027977, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.607349, Class: 0.991414, Obj: 0.222795, No Obj: 0.000283, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776664, Class: 0.995459, Obj: 0.413548, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.668288, Class: 0.998404, Obj: 0.043281, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594594, Class: 0.978674, Obj: 0.036931, No Obj: 0.000273, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.737123, Class: 0.997547, Obj: 0.258169, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810173, Class: 0.998957, Obj: 0.469743, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631834, Class: 0.993518, Obj: 0.033814, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624469, Class: 0.999471, Obj: 0.765917, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734149, Class: 0.988413, Obj: 0.000991, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.664942, Class: 0.986762, Obj: 0.033332, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.638638, Class: 0.999335, Obj: 0.550567, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.679089, Class: 0.987114, Obj: 0.062149, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700684, Class: 0.990757, Obj: 0.064806, No Obj: 0.000092, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735511, Class: 0.998267, Obj: 0.199814, No Obj: 0.000128, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1632: 0.435596, 0.411129 avg loss, 0.001000 rate, 3.922906 seconds, 104448 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747527, Class: 0.992648, Obj: 0.023956, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759827, Class: 0.995753, Obj: 0.222782, No Obj: 0.000148, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.786933, Class: 0.997608, Obj: 0.297463, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830483, Class: 0.998665, Obj: 0.946898, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824456, Class: 0.995736, Obj: 0.011575, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600330, Class: 0.988845, Obj: 0.471566, No Obj: 0.000239, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.588229, Class: 0.993600, Obj: 0.039161, No Obj: 0.000093, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599166, Class: 0.984960, Obj: 0.066861, No Obj: 0.000087, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736073, Class: 0.938946, Obj: 0.064030, No Obj: 0.000181, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.679745, Class: 0.989242, Obj: 0.033666, No Obj: 0.000092, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.883451, Class: 0.991032, Obj: 0.158777, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812363, Class: 0.994074, Obj: 0.064414, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810983, Class: 0.994048, Obj: 0.062905, No Obj: 0.000095, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1633: 0.540375, 0.424054 avg loss, 0.001000 rate, 3.906867 seconds, 104512 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690660, Class: 0.954342, Obj: 0.360008, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824753, Class: 0.997749, Obj: 0.432642, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844771, Class: 0.990072, Obj: 0.484696, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.863848, Class: 0.996364, Obj: 0.083711, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818209, Class: 0.984455, Obj: 0.317410, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.743693, Class: 0.994372, Obj: 0.102211, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633599, Class: 0.991802, Obj: 0.028329, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631483, Class: 0.981122, Obj: 0.018207, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780084, Class: 0.999240, Obj: 0.749923, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758973, Class: 0.993917, Obj: 0.534189, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587392, Class: 0.994419, Obj: 0.006013, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.879565, Class: 0.996254, Obj: 0.215384, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758652, Class: 0.996188, Obj: 0.179061, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1634: 0.266993, 0.408348 avg loss, 0.001000 rate, 3.921798 seconds, 104576 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614845, Class: 0.987298, Obj: 0.015536, No Obj: 0.000095, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648575, Class: 0.996392, Obj: 0.530945, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751448, Class: 0.995782, Obj: 0.042248, No Obj: 0.000072, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.690757, Class: 0.966680, Obj: 0.000964, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790112, Class: 0.995219, Obj: 0.196611, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711340, Class: 0.988540, Obj: 0.000460, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.474553, Class: 0.997587, Obj: 0.310542, No Obj: 0.000107, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625299, Class: 0.994184, Obj: 0.027491, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.771185, Class: 0.963355, Obj: 0.287659, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.812370, Class: 0.999412, Obj: 0.672426, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723461, Class: 0.978900, Obj: 0.079735, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.763736, Class: 0.969793, Obj: 0.126745, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808155, Class: 0.999063, Obj: 0.669336, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.592399, Class: 0.995026, Obj: 0.034606, No Obj: 0.000035, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664060, Class: 0.993962, Obj: 0.035748, No Obj: 0.000057, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795192, Class: 0.997714, Obj: 0.077015, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673301, Class: 0.995017, Obj: 0.087862, No Obj: 0.000075, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1635: 0.468961, 0.414409 avg loss, 0.001000 rate, 3.918917 seconds, 104640 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.837062, Class: 0.978109, Obj: 0.004034, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684294, Class: 0.999567, Obj: 0.305186, No Obj: 0.000226, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.854550, Class: 0.997333, Obj: 0.015968, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756073, Class: 0.993326, Obj: 0.086014, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.682021, Class: 0.978550, Obj: 0.609056, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.537173, Class: 0.993509, Obj: 0.209073, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738918, Class: 0.996243, Obj: 0.048789, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548282, Class: 0.976071, Obj: 0.003037, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719905, Class: 0.991343, Obj: 0.100858, No Obj: 0.000104, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702560, Class: 0.987986, Obj: 0.474360, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760034, Class: 0.999201, Obj: 0.034116, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682383, Class: 0.994515, Obj: 0.136442, No Obj: 0.000088, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693113, Class: 0.999928, Obj: 0.089020, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737405, Class: 0.995864, Obj: 0.302173, No Obj: 0.000171, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784805, Class: 0.999267, Obj: 0.080808, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702285, Class: 0.993895, Obj: 0.051613, No Obj: 0.000102, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1636: 0.370432, 0.410012 avg loss, 0.001000 rate, 3.911653 seconds, 104704 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728113, Class: 0.995174, Obj: 0.098191, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676345, Class: 0.993496, Obj: 0.065959, No Obj: 0.000126, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644781, Class: 0.995566, Obj: 0.187656, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780308, Class: 0.988450, Obj: 0.269238, No Obj: 0.000270, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.734492, Class: 0.996180, Obj: 0.204197, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631242, Class: 0.992143, Obj: 0.149754, No Obj: 0.000115, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739363, Class: 0.998492, Obj: 0.191455, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766655, Class: 0.990708, Obj: 0.008583, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823491, Class: 0.992360, Obj: 0.234847, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645788, Class: 0.992772, Obj: 0.030257, No Obj: 0.000094, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1637: 0.441808, 0.413191 avg loss, 0.001000 rate, 3.903189 seconds, 104768 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724500, Class: 0.996376, Obj: 0.261345, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802584, Class: 0.996780, Obj: 0.391991, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.729278, Class: 0.996931, Obj: 0.283116, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727350, Class: 0.993872, Obj: 0.161055, No Obj: 0.000129, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798023, Class: 0.991630, Obj: 0.073620, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758019, Class: 0.998119, Obj: 0.172960, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694960, Class: 0.999008, Obj: 0.143759, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680976, Class: 0.991857, Obj: 0.091494, No Obj: 0.000116, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639454, Class: 0.973232, Obj: 0.005374, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675292, Class: 0.993840, Obj: 0.184720, No Obj: 0.000090, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625511, Class: 0.982191, Obj: 0.160904, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1638: 0.279108, 0.399783 avg loss, 0.001000 rate, 3.922662 seconds, 104832 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738231, Class: 0.986760, Obj: 0.363285, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679664, Class: 0.991276, Obj: 0.058086, No Obj: 0.000093, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773985, Class: 0.990178, Obj: 0.245968, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833032, Class: 0.996416, Obj: 0.042001, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696565, Class: 0.987916, Obj: 0.116910, No Obj: 0.000072, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.550750, Class: 0.993757, Obj: 0.361573, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.564681, Class: 0.996331, Obj: 0.083143, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712408, Class: 0.995410, Obj: 0.110561, No Obj: 0.000070, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587251, Class: 0.997298, Obj: 0.032926, No Obj: 0.000086, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.631682, Class: 0.996042, Obj: 0.110229, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.811047, Class: 0.995437, Obj: 0.003019, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.897516, Class: 0.975542, Obj: 0.011677, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747200, Class: 0.992822, Obj: 0.227905, No Obj: 0.000168, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.881151, Class: 0.997896, Obj: 0.434508, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1639: 0.292168, 0.389021 avg loss, 0.001000 rate, 3.924564 seconds, 104896 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661944, Class: 0.997977, Obj: 0.057168, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769805, Class: 0.994213, Obj: 0.316395, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682776, Class: 0.986844, Obj: 0.298992, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.844547, Class: 0.998540, Obj: 0.217645, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526511, Class: 0.998382, Obj: 0.257862, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712547, Class: 0.994900, Obj: 0.010757, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729764, Class: 0.959542, Obj: 0.065945, No Obj: 0.000026, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760049, Class: 0.994775, Obj: 0.042001, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759258, Class: 0.995163, Obj: 0.138653, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.652667, Class: 0.987005, Obj: 0.036759, No Obj: 0.000124, .5R: 0.923077, .75R: 0.230769, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688081, Class: 0.985833, Obj: 0.145782, No Obj: 0.000214, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.719491, Class: 0.993305, Obj: 0.120642, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628122, Class: 0.992258, Obj: 0.017526, No Obj: 0.000054, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779192, Class: 0.981801, Obj: 0.337943, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1640: 0.519577, 0.402077 avg loss, 0.001000 rate, 3.918977 seconds, 104960 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582268, Class: 0.997173, Obj: 0.071973, No Obj: 0.000093, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428282, Class: 0.996040, Obj: 0.015389, No Obj: 0.000053, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769599, Class: 0.994113, Obj: 0.247278, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710392, Class: 0.991412, Obj: 0.118677, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628039, Class: 0.993998, Obj: 0.023156, No Obj: 0.000057, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.754452, Class: 0.961811, Obj: 0.784954, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766438, Class: 0.999524, Obj: 0.492342, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756814, Class: 0.996900, Obj: 0.215404, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.832555, Class: 0.997485, Obj: 0.141777, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762284, Class: 0.997105, Obj: 0.048658, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669227, Class: 0.992475, Obj: 0.086395, No Obj: 0.000120, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565586, Class: 0.998865, Obj: 0.237216, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781972, Class: 0.997220, Obj: 0.193716, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841978, Class: 0.994253, Obj: 0.019235, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644363, Class: 0.998011, Obj: 0.042102, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1641: 0.498184, 0.411688 avg loss, 0.001000 rate, 3.916819 seconds, 105024 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771638, Class: 0.994815, Obj: 0.277676, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821580, Class: 0.996534, Obj: 0.016428, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731441, Class: 0.994651, Obj: 0.027729, No Obj: 0.000074, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766089, Class: 0.995888, Obj: 0.185551, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767813, Class: 0.997338, Obj: 0.071679, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744815, Class: 0.987352, Obj: 0.286442, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687877, Class: 0.990051, Obj: 0.022205, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593607, Class: 0.989144, Obj: 0.072335, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748356, Class: 0.999826, Obj: 0.499594, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639828, Class: 0.992447, Obj: 0.124528, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.837723, Class: 0.902871, Obj: 0.216752, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.790576, Class: 0.992400, Obj: 0.014115, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1642: 0.292935, 0.399812 avg loss, 0.001000 rate, 3.905374 seconds, 105088 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818063, Class: 0.996353, Obj: 0.100343, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692843, Class: 0.995689, Obj: 0.283445, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744450, Class: 0.994889, Obj: 0.166024, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653516, Class: 0.996091, Obj: 0.052081, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.568824, Class: 0.991848, Obj: 0.017552, No Obj: 0.000056, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666519, Class: 0.992814, Obj: 0.054581, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783261, Class: 0.985572, Obj: 0.342024, No Obj: 0.000207, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.645630, Class: 0.995384, Obj: 0.095340, No Obj: 0.000140, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849100, Class: 0.992593, Obj: 0.118721, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764562, Class: 0.997247, Obj: 0.139862, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724641, Class: 0.996379, Obj: 0.147681, No Obj: 0.000148, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.679140, Class: 0.966036, Obj: 0.010131, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.742227, Class: 0.986991, Obj: 0.173437, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.617768, Class: 0.972793, Obj: 0.002545, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1643: 0.472089, 0.407040 avg loss, 0.001000 rate, 3.924943 seconds, 105152 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.841569, Class: 0.997972, Obj: 0.148970, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.785268, Class: 0.999032, Obj: 0.266658, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883429, Class: 0.995413, Obj: 0.262709, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.675669, Class: 0.982375, Obj: 0.006151, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.760969, Class: 0.998386, Obj: 0.022376, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651724, Class: 0.989610, Obj: 0.117861, No Obj: 0.000148, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.820919, Class: 0.986668, Obj: 0.463716, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.759213, Class: 0.998609, Obj: 0.250621, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735447, Class: 0.995694, Obj: 0.072906, No Obj: 0.000073, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586003, Class: 0.993188, Obj: 0.008692, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793236, Class: 0.991102, Obj: 0.354093, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716259, Class: 0.995311, Obj: 0.056156, No Obj: 0.000150, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707996, Class: 0.999137, Obj: 0.687759, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653083, Class: 0.991349, Obj: 0.012719, No Obj: 0.000071, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780078, Class: 0.997473, Obj: 0.577976, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713768, Class: 0.997135, Obj: 0.474992, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778768, Class: 0.996988, Obj: 0.032539, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.592100, Class: 0.996281, Obj: 0.219724, No Obj: 0.000113, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1644: 0.471031, 0.413439 avg loss, 0.001000 rate, 3.924759 seconds, 105216 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719630, Class: 0.996100, Obj: 0.304465, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797971, Class: 0.997500, Obj: 0.103775, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782451, Class: 0.996927, Obj: 0.034712, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878477, Class: 0.968106, Obj: 0.002133, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.762658, Class: 0.992913, Obj: 0.069417, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.709219, Class: 0.974095, Obj: 0.358978, No Obj: 0.000188, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.744572, Class: 0.996088, Obj: 0.013488, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786336, Class: 0.993188, Obj: 0.034103, No Obj: 0.000052, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826874, Class: 0.999644, Obj: 0.890802, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820297, Class: 0.998449, Obj: 0.260753, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818589, Class: 0.996257, Obj: 0.526181, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741331, Class: 0.993169, Obj: 0.082757, No Obj: 0.000139, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753984, Class: 0.995376, Obj: 0.070670, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1645: 0.311371, 0.403232 avg loss, 0.001000 rate, 3.924068 seconds, 105280 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732201, Class: 0.997165, Obj: 0.060612, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756969, Class: 0.993059, Obj: 0.195225, No Obj: 0.000146, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.792705, Class: 0.995943, Obj: 0.044778, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.688476, Class: 0.980305, Obj: 0.174580, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.802295, Class: 0.996313, Obj: 0.086660, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829260, Class: 0.996670, Obj: 0.219842, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784024, Class: 0.994787, Obj: 0.033385, No Obj: 0.000060, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724058, Class: 0.985006, Obj: 0.337933, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712678, Class: 0.996323, Obj: 0.075002, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.686430, Class: 0.984726, Obj: 0.015374, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.675655, Class: 0.964696, Obj: 0.017194, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793796, Class: 0.996285, Obj: 0.144075, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859936, Class: 0.995276, Obj: 0.087320, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.474043, Class: 0.982776, Obj: 0.399159, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.749194, Class: 0.992992, Obj: 0.084352, No Obj: 0.000315, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.807230, Class: 0.996734, Obj: 0.118799, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1646: 0.356081, 0.398517 avg loss, 0.001000 rate, 3.924181 seconds, 105344 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704936, Class: 0.972403, Obj: 0.043760, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797824, Class: 0.997137, Obj: 0.032955, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786148, Class: 0.989408, Obj: 0.279985, No Obj: 0.000475, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.806378, Class: 0.997108, Obj: 0.067946, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881013, Class: 0.996824, Obj: 0.036458, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722065, Class: 0.994385, Obj: 0.132482, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.725201, Class: 0.995921, Obj: 0.024222, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710058, Class: 0.994565, Obj: 0.212379, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718370, Class: 0.994926, Obj: 0.140452, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748604, Class: 0.993892, Obj: 0.146204, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737483, Class: 0.985304, Obj: 0.161072, No Obj: 0.000243, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.667493, Class: 0.996761, Obj: 0.104159, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832022, Class: 0.993433, Obj: 0.239839, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.826708, Class: 0.985825, Obj: 0.005318, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1647: 0.319386, 0.390604 avg loss, 0.001000 rate, 3.916700 seconds, 105408 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670894, Class: 0.976194, Obj: 0.267818, No Obj: 0.000234, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.641365, Class: 0.957403, Obj: 0.081144, No Obj: 0.000090, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607220, Class: 0.984373, Obj: 0.401073, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738009, Class: 0.995868, Obj: 0.100651, No Obj: 0.000047, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748384, Class: 0.996618, Obj: 0.531530, No Obj: 0.000193, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.637554, Class: 0.993158, Obj: 0.090918, No Obj: 0.000067, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766018, Class: 0.993890, Obj: 0.124430, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.657614, Class: 0.970189, Obj: 0.033930, No Obj: 0.000381, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.668043, Class: 0.997244, Obj: 0.021832, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.779221, Class: 0.995127, Obj: 0.110254, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.476425, Class: 0.985545, Obj: 0.000284, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738349, Class: 0.994750, Obj: 0.175835, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643798, Class: 0.977129, Obj: 0.362638, No Obj: 0.000200, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.715469, Class: 0.978465, Obj: 0.000120, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803149, Class: 0.993874, Obj: 0.568623, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742893, Class: 0.997659, Obj: 0.083799, No Obj: 0.000075, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1648: 0.475422, 0.399086 avg loss, 0.001000 rate, 3.927373 seconds, 105472 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673410, Class: 0.998485, Obj: 0.328178, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747128, Class: 0.996211, Obj: 0.149008, No Obj: 0.000130, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.654068, Class: 0.994587, Obj: 0.005505, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759431, Class: 0.996480, Obj: 0.184246, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726668, Class: 0.991783, Obj: 0.140223, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706825, Class: 0.992273, Obj: 0.120104, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872323, Class: 0.972734, Obj: 0.015172, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.547769, Class: 0.998778, Obj: 0.258253, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869335, Class: 0.996384, Obj: 0.240794, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611032, Class: 0.986419, Obj: 0.002868, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686111, Class: 0.998751, Obj: 0.524830, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744423, Class: 0.993931, Obj: 0.068384, No Obj: 0.000143, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684718, Class: 0.989050, Obj: 0.282815, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.624864, Class: 0.988801, Obj: 0.025950, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1649: 0.322346, 0.391412 avg loss, 0.001000 rate, 3.910225 seconds, 105536 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.744973, Class: 0.882305, Obj: 0.000148, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828389, Class: 0.995456, Obj: 0.277534, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733245, Class: 0.996924, Obj: 0.120818, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.961996, Class: 0.997003, Obj: 0.065476, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.894474, Class: 0.982850, Obj: 0.016516, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818898, Class: 0.996218, Obj: 0.238746, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607354, Class: 0.993201, Obj: 0.102236, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925011, Class: 0.995754, Obj: 0.100104, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834804, Class: 0.997336, Obj: 0.146993, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561645, Class: 0.953866, Obj: 0.036533, No Obj: 0.000069, .5R: 0.500000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722498, Class: 0.997873, Obj: 0.438070, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684270, Class: 0.992243, Obj: 0.229376, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718888, Class: 0.993151, Obj: 0.320945, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631581, Class: 0.992286, Obj: 0.052120, No Obj: 0.000048, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643398, Class: 0.990475, Obj: 0.028229, No Obj: 0.000062, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1650: 0.587567, 0.411027 avg loss, 0.001000 rate, 3.921388 seconds, 105600 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.645520, Class: 0.970788, Obj: 0.020545, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685194, Class: 0.994788, Obj: 0.168779, No Obj: 0.000115, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746143, Class: 0.998413, Obj: 0.073625, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.807324, Class: 0.984509, Obj: 0.315730, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729350, Class: 0.994863, Obj: 0.111144, No Obj: 0.000075, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873630, Class: 0.986142, Obj: 0.325168, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732066, Class: 0.994367, Obj: 0.008246, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783745, Class: 0.986714, Obj: 0.265191, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745885, Class: 0.995179, Obj: 0.185237, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624779, Class: 0.997968, Obj: 0.178025, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756092, Class: 0.994896, Obj: 0.328181, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.827968, Class: 0.996869, Obj: 0.130184, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789606, Class: 0.997712, Obj: 0.263279, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738842, Class: 0.992284, Obj: 0.076184, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781588, Class: 0.990328, Obj: 0.249749, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748767, Class: 0.994355, Obj: 0.073963, No Obj: 0.000085, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1651: 0.415576, 0.411482 avg loss, 0.001000 rate, 3.918096 seconds, 105664 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830005, Class: 0.989714, Obj: 0.247443, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778551, Class: 0.995577, Obj: 0.088057, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908690, Class: 0.999543, Obj: 0.641139, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806786, Class: 0.995666, Obj: 0.314535, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694760, Class: 0.997075, Obj: 0.007472, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.844115, Class: 0.996432, Obj: 0.337623, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818033, Class: 0.998129, Obj: 0.144777, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765742, Class: 0.991618, Obj: 0.144339, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756265, Class: 0.997692, Obj: 0.304674, No Obj: 0.000113, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.851556, Class: 0.997275, Obj: 0.203677, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811543, Class: 0.999192, Obj: 0.077691, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762546, Class: 0.993031, Obj: 0.149150, No Obj: 0.000138, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676757, Class: 0.998238, Obj: 0.291730, No Obj: 0.000127, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.753602, Class: 0.995106, Obj: 0.020915, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602935, Class: 0.994244, Obj: 0.126372, No Obj: 0.000072, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1652: 0.401083, 0.410442 avg loss, 0.001000 rate, 3.922291 seconds, 105728 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711987, Class: 0.996788, Obj: 0.128372, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761496, Class: 0.995726, Obj: 0.356870, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883976, Class: 0.990246, Obj: 0.026981, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784564, Class: 0.995875, Obj: 0.250571, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755890, Class: 0.985906, Obj: 0.192464, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.471582, Class: 0.994272, Obj: 0.172590, No Obj: 0.000087, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776026, Class: 0.994181, Obj: 0.113545, No Obj: 0.000162, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.671915, Class: 0.988943, Obj: 0.033228, No Obj: 0.000145, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552961, Class: 0.988218, Obj: 0.005261, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693033, Class: 0.993576, Obj: 0.094630, No Obj: 0.000111, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735653, Class: 0.999137, Obj: 0.614695, No Obj: 0.000367, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.768228, Class: 0.996368, Obj: 0.102176, No Obj: 0.000163, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694346, Class: 0.995271, Obj: 0.082654, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843299, Class: 0.998386, Obj: 0.345918, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1653: 0.473459, 0.416744 avg loss, 0.001000 rate, 3.923597 seconds, 105792 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766274, Class: 0.991482, Obj: 0.051448, No Obj: 0.000106, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733998, Class: 0.996307, Obj: 0.195177, No Obj: 0.000143, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866867, Class: 0.992587, Obj: 0.006218, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827012, Class: 0.997636, Obj: 0.120074, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825043, Class: 0.992267, Obj: 0.020343, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.636684, Class: 0.992142, Obj: 0.037626, No Obj: 0.000060, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799205, Class: 0.994276, Obj: 0.534359, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.665649, Class: 0.988870, Obj: 0.001111, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.558270, Class: 0.981493, Obj: 0.004232, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.714943, Class: 0.992688, Obj: 0.003556, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754619, Class: 0.984727, Obj: 0.024820, No Obj: 0.000114, .5R: 0.937500, .75R: 0.562500, count: 16 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830724, Class: 0.986461, Obj: 0.000208, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817891, Class: 0.997706, Obj: 0.107611, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1654: 0.519606, 0.427030 avg loss, 0.001000 rate, 3.923243 seconds, 105856 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771768, Class: 0.995376, Obj: 0.266849, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.671985, Class: 0.998421, Obj: 0.323113, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705745, Class: 0.992713, Obj: 0.119694, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.602298, Class: 0.982485, Obj: 0.219819, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.665030, Class: 0.999379, Obj: 0.256907, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.651259, Class: 0.989434, Obj: 0.025135, No Obj: 0.000070, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679553, Class: 0.987901, Obj: 0.191569, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.648667, Class: 0.993795, Obj: 0.171628, No Obj: 0.000133, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667150, Class: 0.993133, Obj: 0.131916, No Obj: 0.000129, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719383, Class: 0.997197, Obj: 0.095027, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770505, Class: 0.997438, Obj: 0.311013, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.683312, Class: 0.980043, Obj: 0.213315, No Obj: 0.000599, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806408, Class: 0.980772, Obj: 0.004490, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.569628, Class: 0.989319, Obj: 0.051355, No Obj: 0.000082, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848338, Class: 0.995937, Obj: 0.076945, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1655: 0.512717, 0.435599 avg loss, 0.001000 rate, 3.924581 seconds, 105920 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754272, Class: 0.995698, Obj: 0.185869, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624362, Class: 0.993932, Obj: 0.188049, No Obj: 0.000106, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689899, Class: 0.994446, Obj: 0.543725, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724859, Class: 0.997887, Obj: 0.094128, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.573934, Class: 0.996082, Obj: 0.620268, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721753, Class: 0.993375, Obj: 0.069173, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710814, Class: 0.995042, Obj: 0.192111, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741450, Class: 0.990321, Obj: 0.243214, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.625587, Class: 0.995254, Obj: 0.122150, No Obj: 0.000165, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650560, Class: 0.992299, Obj: 0.008716, No Obj: 0.000052, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615878, Class: 0.997043, Obj: 0.031066, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668158, Class: 0.980497, Obj: 0.175434, No Obj: 0.000093, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1656: 0.401322, 0.432171 avg loss, 0.001000 rate, 3.923885 seconds, 105984 images Loaded: 0.000084 seconds Region 82 Avg IOU: 0.776754, Class: 0.924358, Obj: 0.002945, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.695453, Class: 0.995074, Obj: 0.193022, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767379, Class: 0.990122, Obj: 0.101902, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665004, Class: 0.994134, Obj: 0.163477, No Obj: 0.000114, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727788, Class: 0.998350, Obj: 0.222015, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789405, Class: 0.992931, Obj: 0.127199, No Obj: 0.000131, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762585, Class: 0.990881, Obj: 0.183385, No Obj: 0.000387, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.678815, Class: 0.996428, Obj: 0.014932, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.614522, Class: 0.978748, Obj: 0.592776, No Obj: 0.000307, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732147, Class: 0.998117, Obj: 0.289441, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1657: 0.238163, 0.412770 avg loss, 0.001000 rate, 3.905903 seconds, 106048 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867886, Class: 0.996471, Obj: 0.403264, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.889741, Class: 0.997792, Obj: 0.085214, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725146, Class: 0.996383, Obj: 0.079413, No Obj: 0.000135, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862219, Class: 0.993755, Obj: 0.135056, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812855, Class: 0.994382, Obj: 0.042808, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581483, Class: 0.994656, Obj: 0.054529, No Obj: 0.000089, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873802, Class: 0.998904, Obj: 0.311147, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715512, Class: 0.998003, Obj: 0.185094, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715102, Class: 0.991184, Obj: 0.048070, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.706696, Class: 0.983396, Obj: 0.005320, No Obj: 0.000068, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.662959, Class: 0.995215, Obj: 0.323427, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.875011, Class: 0.985053, Obj: 0.023246, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765301, Class: 0.996442, Obj: 0.109800, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922381, Class: 0.997776, Obj: 0.025672, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733518, Class: 0.999495, Obj: 0.544496, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1658: 0.363671, 0.407860 avg loss, 0.001000 rate, 3.924426 seconds, 106112 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774861, Class: 0.987334, Obj: 0.045843, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.921012, Class: 0.999121, Obj: 0.076130, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812715, Class: 0.999425, Obj: 0.720564, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745037, Class: 0.996836, Obj: 0.127203, No Obj: 0.000071, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695845, Class: 0.998565, Obj: 0.040182, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714971, Class: 0.998505, Obj: 0.210813, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718127, Class: 0.995209, Obj: 0.021324, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000387, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882389, Class: 0.985722, Obj: 0.057646, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589878, Class: 0.995384, Obj: 0.054563, No Obj: 0.000050, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832790, Class: 0.996616, Obj: 0.404522, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786965, Class: 0.998425, Obj: 0.159765, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1659: 0.197464, 0.386821 avg loss, 0.001000 rate, 3.919896 seconds, 106176 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773103, Class: 0.993077, Obj: 0.199486, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.794946, Class: 0.996865, Obj: 0.019670, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.567409, Class: 0.991653, Obj: 0.438825, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840523, Class: 0.988681, Obj: 0.126338, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709065, Class: 0.996179, Obj: 0.008003, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.758473, Class: 0.872103, Obj: 0.116932, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574924, Class: 0.987563, Obj: 0.013117, No Obj: 0.000044, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724143, Class: 0.992859, Obj: 0.170492, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.648405, Class: 0.996404, Obj: 0.109747, No Obj: 0.000059, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669481, Class: 0.995378, Obj: 0.314008, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.732642, Class: 0.995937, Obj: 0.081951, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900624, Class: 0.999040, Obj: 0.622596, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727388, Class: 0.998438, Obj: 0.009801, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.563585, Class: 0.935444, Obj: 0.000899, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628742, Class: 0.972287, Obj: 0.066733, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.654506, Class: 0.999185, Obj: 0.072665, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792209, Class: 0.998677, Obj: 0.371950, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700839, Class: 0.989097, Obj: 0.109299, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1660: 0.356073, 0.383746 avg loss, 0.001000 rate, 3.926620 seconds, 106240 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759961, Class: 0.990524, Obj: 0.290994, No Obj: 0.000362, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.693635, Class: 0.995567, Obj: 0.128252, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833632, Class: 0.981599, Obj: 0.116290, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688300, Class: 0.995313, Obj: 0.035717, No Obj: 0.000045, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709735, Class: 0.978413, Obj: 0.002277, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704568, Class: 0.995104, Obj: 0.052082, No Obj: 0.000073, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.730875, Class: 0.943022, Obj: 0.000745, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831423, Class: 0.998083, Obj: 0.152131, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788456, Class: 0.994122, Obj: 0.152472, No Obj: 0.000089, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721447, Class: 0.985059, Obj: 0.069893, No Obj: 0.000028, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738006, Class: 0.999044, Obj: 0.601869, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.279519, Class: 0.986117, Obj: 0.000184, No Obj: 0.000009, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884155, Class: 0.997892, Obj: 0.292185, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810423, Class: 0.996000, Obj: 0.041393, No Obj: 0.000037, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623681, Class: 0.930311, Obj: 0.000493, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613743, Class: 0.990839, Obj: 0.019217, No Obj: 0.000046, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1661: 0.468115, 0.392183 avg loss, 0.001000 rate, 3.925296 seconds, 106304 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000474, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755075, Class: 0.991587, Obj: 0.656946, No Obj: 0.000415, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.660182, Class: 0.993751, Obj: 0.073488, No Obj: 0.000080, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776746, Class: 0.997326, Obj: 0.712224, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778564, Class: 0.997153, Obj: 0.077475, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684807, Class: 0.996896, Obj: 0.028584, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.625482, Class: 0.987354, Obj: 0.025832, No Obj: 0.000076, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: 0.580277, Class: 0.994881, Obj: 0.465245, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856009, Class: 0.999399, Obj: 0.277356, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784402, Class: 0.993731, Obj: 0.091888, No Obj: 0.000041, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867949, Class: 0.998702, Obj: 0.215089, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886114, Class: 0.999012, Obj: 0.038037, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676098, Class: 0.985883, Obj: 0.147808, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.752758, Class: 0.993003, Obj: 0.076131, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711790, Class: 0.995137, Obj: 0.049389, No Obj: 0.000050, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1662: 0.428090, 0.395774 avg loss, 0.001000 rate, 3.924298 seconds, 106368 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624341, Class: 0.990647, Obj: 0.228121, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666885, Class: 0.990680, Obj: 0.080311, No Obj: 0.000035, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690918, Class: 0.995927, Obj: 0.075575, No Obj: 0.000066, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649645, Class: 0.995687, Obj: 0.107110, No Obj: 0.000052, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840730, Class: 0.993905, Obj: 0.111510, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794660, Class: 0.997443, Obj: 0.181436, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576659, Class: 0.992888, Obj: 0.808196, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743909, Class: 0.997779, Obj: 0.032660, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.663810, Class: 0.992705, Obj: 0.356462, No Obj: 0.000637, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729271, Class: 0.991514, Obj: 0.024106, No Obj: 0.000084, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.853814, Class: 0.994054, Obj: 0.036829, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.695412, Class: 0.996567, Obj: 0.248687, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701057, Class: 0.991885, Obj: 0.046019, No Obj: 0.000079, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865661, Class: 0.980679, Obj: 0.698561, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798133, Class: 0.997967, Obj: 0.126524, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1663: 0.437618, 0.399958 avg loss, 0.001000 rate, 3.922788 seconds, 106432 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703493, Class: 0.996295, Obj: 0.066238, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748217, Class: 0.996716, Obj: 0.216449, No Obj: 0.000155, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703045, Class: 0.991404, Obj: 0.188764, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.680104, Class: 0.997728, Obj: 0.333188, No Obj: 0.000110, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834146, Class: 0.994371, Obj: 0.427775, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628321, Class: 0.995169, Obj: 0.097801, No Obj: 0.000100, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.661608, Class: 0.987003, Obj: 0.041732, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799285, Class: 0.997377, Obj: 0.204238, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770510, Class: 0.994453, Obj: 0.054601, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552587, Class: 0.992943, Obj: 0.407396, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667944, Class: 0.994240, Obj: 0.321888, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718429, Class: 0.999440, Obj: 0.263419, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.558377, Class: 0.978251, Obj: 0.109414, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717311, Class: 0.944583, Obj: 0.193363, No Obj: 0.000207, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.764749, Class: 0.992164, Obj: 0.076262, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1664: 0.450473, 0.405010 avg loss, 0.001000 rate, 3.920666 seconds, 106496 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713138, Class: 0.994170, Obj: 0.365552, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774698, Class: 0.999060, Obj: 0.767050, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663615, Class: 0.992434, Obj: 0.049919, No Obj: 0.000165, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811766, Class: 0.995768, Obj: 0.151113, No Obj: 0.000193, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738185, Class: 0.992126, Obj: 0.198651, No Obj: 0.000150, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829547, Class: 0.996978, Obj: 0.548874, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730792, Class: 0.994559, Obj: 0.144568, No Obj: 0.000484, .5R: 1.000000, .75R: 0.571429, count: 7 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771997, Class: 0.992625, Obj: 0.270143, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618682, Class: 0.992020, Obj: 0.093906, No Obj: 0.000104, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840404, Class: 0.996471, Obj: 0.080050, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711003, Class: 0.995538, Obj: 0.040025, No Obj: 0.000135, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1665: 0.411561, 0.405665 avg loss, 0.001000 rate, 3.927756 seconds, 106560 images Loaded: 0.000080 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750735, Class: 0.996534, Obj: 0.327267, No Obj: 0.000226, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863072, Class: 0.995792, Obj: 0.407167, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710055, Class: 0.992956, Obj: 0.142133, No Obj: 0.000239, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862910, Class: 0.959822, Obj: 0.828013, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702974, Class: 0.996361, Obj: 0.168885, No Obj: 0.000144, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864572, Class: 0.991865, Obj: 0.717280, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651996, Class: 0.997156, Obj: 0.179515, No Obj: 0.000103, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.730374, Class: 0.969276, Obj: 0.805558, No Obj: 0.000416, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663039, Class: 0.994517, Obj: 0.349025, No Obj: 0.000215, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.580310, Class: 0.974687, Obj: 0.012367, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858896, Class: 0.991671, Obj: 0.188940, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702732, Class: 0.995982, Obj: 0.121097, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759210, Class: 0.998106, Obj: 0.100371, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623330, Class: 0.986515, Obj: 0.171642, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678947, Class: 0.994577, Obj: 0.199526, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1666: 0.454834, 0.410582 avg loss, 0.001000 rate, 3.912669 seconds, 106624 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801774, Class: 0.992489, Obj: 0.052971, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674837, Class: 0.995409, Obj: 0.077458, No Obj: 0.000114, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719920, Class: 0.996913, Obj: 0.044885, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486286, Class: 0.985901, Obj: 0.076055, No Obj: 0.000095, .5R: 0.400000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692957, Class: 0.993879, Obj: 0.146956, No Obj: 0.000164, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602463, Class: 0.987372, Obj: 0.361129, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731525, Class: 0.996083, Obj: 0.036306, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657546, Class: 0.999580, Obj: 0.001453, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840837, Class: 0.994112, Obj: 0.163070, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.755410, Class: 0.978789, Obj: 0.770686, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675960, Class: 0.991612, Obj: 0.048451, No Obj: 0.000163, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.800550, Class: 0.975460, Obj: 0.153483, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.849083, Class: 0.999412, Obj: 0.348904, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808634, Class: 0.988876, Obj: 0.007591, No Obj: 0.000136, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751921, Class: 0.998182, Obj: 0.170435, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1667: 0.561171, 0.425641 avg loss, 0.001000 rate, 3.921033 seconds, 106688 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749073, Class: 0.991648, Obj: 0.062077, No Obj: 0.000109, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720917, Class: 0.995486, Obj: 0.302772, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769390, Class: 0.996272, Obj: 0.008338, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763101, Class: 0.997434, Obj: 0.299681, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777082, Class: 0.996214, Obj: 0.223718, No Obj: 0.000199, .5R: 0.900000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691848, Class: 0.992444, Obj: 0.084914, No Obj: 0.000097, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827761, Class: 0.990061, Obj: 0.630581, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812177, Class: 0.998433, Obj: 0.291049, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827781, Class: 0.996092, Obj: 0.230461, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794102, Class: 0.997937, Obj: 0.128054, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.869782, Class: 0.976044, Obj: 0.068261, No Obj: 0.000359, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866566, Class: 0.994760, Obj: 0.147320, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810566, Class: 0.996830, Obj: 0.238091, No Obj: 0.000138, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933920, Class: 0.956115, Obj: 0.014156, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665048, Class: 0.988966, Obj: 0.087643, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1668: 0.487716, 0.431848 avg loss, 0.001000 rate, 3.925969 seconds, 106752 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.911364, Class: 0.996251, Obj: 0.089683, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.795126, Class: 0.995479, Obj: 0.230841, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744231, Class: 0.990295, Obj: 0.140076, No Obj: 0.000127, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.624300, Class: 0.994725, Obj: 0.101545, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709648, Class: 0.970197, Obj: 0.054982, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.615444, Class: 0.994763, Obj: 0.057039, No Obj: 0.000055, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865617, Class: 0.996686, Obj: 0.015538, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805201, Class: 0.999632, Obj: 0.565207, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791807, Class: 0.995728, Obj: 0.042943, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675056, Class: 0.985156, Obj: 0.002093, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659882, Class: 0.996953, Obj: 0.035210, No Obj: 0.000060, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644227, Class: 0.993958, Obj: 0.024841, No Obj: 0.000039, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814749, Class: 0.998134, Obj: 0.273468, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840778, Class: 0.996380, Obj: 0.099406, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1669: 0.399870, 0.428650 avg loss, 0.001000 rate, 3.905326 seconds, 106816 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799079, Class: 0.996482, Obj: 0.107703, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.650345, Class: 0.993356, Obj: 0.141117, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873509, Class: 0.997747, Obj: 0.186955, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675210, Class: 0.994220, Obj: 0.061476, No Obj: 0.000095, .5R: 0.857143, .75R: 0.428571, count: 14 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924811, Class: 0.997856, Obj: 0.245390, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.818122, Class: 0.997677, Obj: 0.235379, No Obj: 0.000122, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699338, Class: 0.996594, Obj: 0.133800, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741755, Class: 0.997185, Obj: 0.271848, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853469, Class: 0.996809, Obj: 0.047140, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736331, Class: 0.993131, Obj: 0.238151, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823200, Class: 0.998895, Obj: 0.662285, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849567, Class: 0.996775, Obj: 0.196413, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1670: 0.362679, 0.422053 avg loss, 0.001000 rate, 3.923338 seconds, 106880 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770023, Class: 0.991605, Obj: 0.167717, No Obj: 0.000099, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709357, Class: 0.985967, Obj: 0.005392, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710223, Class: 0.981048, Obj: 0.086405, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590403, Class: 0.968666, Obj: 0.024427, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658618, Class: 0.991666, Obj: 0.165582, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762741, Class: 0.993665, Obj: 0.147677, No Obj: 0.000097, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708841, Class: 0.999701, Obj: 0.279193, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688677, Class: 0.995061, Obj: 0.107353, No Obj: 0.000093, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742929, Class: 0.990845, Obj: 0.058417, No Obj: 0.000066, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752227, Class: 0.999656, Obj: 0.160747, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767214, Class: 0.999072, Obj: 0.039369, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697281, Class: 0.996458, Obj: 0.029678, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1671: 0.446330, 0.424481 avg loss, 0.001000 rate, 3.925027 seconds, 106944 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626458, Class: 0.958860, Obj: 0.026748, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755859, Class: 0.995238, Obj: 0.023877, No Obj: 0.000053, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626163, Class: 0.995896, Obj: 0.158611, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785454, Class: 0.990787, Obj: 0.146457, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761834, Class: 0.974879, Obj: 0.463135, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838470, Class: 0.998051, Obj: 0.413081, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661820, Class: 0.973806, Obj: 0.001183, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654222, Class: 0.990525, Obj: 0.059590, No Obj: 0.000157, .5R: 0.846154, .75R: 0.461538, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831839, Class: 0.972004, Obj: 0.468475, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739216, Class: 0.998603, Obj: 0.158745, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.860890, Class: 0.946342, Obj: 0.001342, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712282, Class: 0.997920, Obj: 0.337532, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798538, Class: 0.996286, Obj: 0.843184, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679000, Class: 0.994431, Obj: 0.106090, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729488, Class: 0.994587, Obj: 0.313656, No Obj: 0.000148, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1672: 0.477095, 0.429742 avg loss, 0.001000 rate, 3.926457 seconds, 107008 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.465059, Class: 0.876671, Obj: 0.000009, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738706, Class: 0.994966, Obj: 0.158115, No Obj: 0.000189, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691473, Class: 0.987610, Obj: 0.118282, No Obj: 0.000185, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.744298, Class: 0.994237, Obj: 0.159107, No Obj: 0.000175, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825780, Class: 0.995754, Obj: 0.146597, No Obj: 0.000183, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.748044, Class: 0.997154, Obj: 0.245765, No Obj: 0.000199, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616162, Class: 0.994072, Obj: 0.063821, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672660, Class: 0.988386, Obj: 0.072978, No Obj: 0.000162, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592745, Class: 0.959205, Obj: 0.156349, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.793449, Class: 0.997222, Obj: 0.159257, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886728, Class: 0.999685, Obj: 0.147023, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696764, Class: 0.998565, Obj: 0.442539, No Obj: 0.000141, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.343805, Class: 0.999384, Obj: 0.172136, No Obj: 0.000099, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862236, Class: 0.995142, Obj: 0.120872, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.508883, Class: 0.988838, Obj: 0.035017, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1673: 0.571667, 0.443935 avg loss, 0.001000 rate, 3.921184 seconds, 107072 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610428, Class: 0.992676, Obj: 0.089775, No Obj: 0.000154, .5R: 0.800000, .75R: 0.200000, count: 10 Region 82 Avg IOU: 0.860562, Class: 0.975689, Obj: 0.005246, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.800003, Class: 0.993346, Obj: 0.379511, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.856499, Class: 0.996413, Obj: 0.075505, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771409, Class: 0.998152, Obj: 0.278291, No Obj: 0.000152, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735656, Class: 0.999541, Obj: 0.217744, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681520, Class: 0.997431, Obj: 0.112261, No Obj: 0.000134, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.572877, Class: 0.984469, Obj: 0.203076, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.898618, Class: 0.999791, Obj: 0.597914, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600231, Class: 0.990195, Obj: 0.006889, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796524, Class: 0.999042, Obj: 0.598526, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649379, Class: 0.994865, Obj: 0.193003, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684820, Class: 0.996060, Obj: 0.181710, No Obj: 0.000138, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.696040, Class: 0.998323, Obj: 0.313588, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763483, Class: 0.997643, Obj: 0.540902, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728545, Class: 0.995422, Obj: 0.068573, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1674: 0.410701, 0.440612 avg loss, 0.001000 rate, 3.910717 seconds, 107136 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787654, Class: 0.998920, Obj: 0.366833, No Obj: 0.000163, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810938, Class: 0.997110, Obj: 0.332341, No Obj: 0.000256, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701968, Class: 0.996533, Obj: 0.327180, No Obj: 0.000222, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717052, Class: 0.962955, Obj: 0.000370, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637843, Class: 0.998424, Obj: 0.063396, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764491, Class: 0.996578, Obj: 0.086421, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563423, Class: 0.949987, Obj: 0.013130, No Obj: 0.000029, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.628880, Class: 0.992048, Obj: 0.086810, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785594, Class: 0.996434, Obj: 0.057128, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.599218, Class: 0.994275, Obj: 0.034372, No Obj: 0.000130, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798707, Class: 0.999506, Obj: 0.339088, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.662782, Class: 0.992513, Obj: 0.079023, No Obj: 0.000172, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1675: 0.483499, 0.444900 avg loss, 0.001000 rate, 3.921779 seconds, 107200 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708199, Class: 0.997332, Obj: 0.148272, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.430947, Class: 0.992819, Obj: 0.055136, No Obj: 0.000083, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699027, Class: 0.987297, Obj: 0.649629, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722188, Class: 0.995792, Obj: 0.062358, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723146, Class: 0.996712, Obj: 0.079135, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790425, Class: 0.994675, Obj: 0.098798, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694105, Class: 0.997024, Obj: 0.151611, No Obj: 0.000150, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775501, Class: 0.997249, Obj: 0.295483, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.561290, Class: 0.995527, Obj: 0.011400, No Obj: 0.000098, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808356, Class: 0.995319, Obj: 0.223478, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.609973, Class: 0.998043, Obj: 0.186391, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648652, Class: 0.999476, Obj: 0.129736, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739607, Class: 0.994305, Obj: 0.133013, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1676: 0.388355, 0.439246 avg loss, 0.001000 rate, 3.923606 seconds, 107264 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711796, Class: 0.998414, Obj: 0.049939, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.757668, Class: 0.985412, Obj: 0.410200, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.639082, Class: 0.988441, Obj: 0.073370, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675875, Class: 0.995072, Obj: 0.043800, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777906, Class: 0.997881, Obj: 0.481468, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796561, Class: 0.996831, Obj: 0.138008, No Obj: 0.000144, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694343, Class: 0.998066, Obj: 0.139566, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916157, Class: 0.997625, Obj: 0.134464, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709026, Class: 0.997911, Obj: 0.121912, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803415, Class: 0.996163, Obj: 0.044467, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667275, Class: 0.997426, Obj: 0.011927, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800336, Class: 0.997369, Obj: 0.051382, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675018, Class: 0.987208, Obj: 0.096977, No Obj: 0.000163, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.804758, Class: 0.995668, Obj: 0.044496, No Obj: 0.000085, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1677: 0.367745, 0.432096 avg loss, 0.001000 rate, 3.922607 seconds, 107328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779671, Class: 0.983654, Obj: 0.270837, No Obj: 0.000310, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.873082, Class: 0.995435, Obj: 0.014554, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707905, Class: 0.996634, Obj: 0.120891, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791346, Class: 0.942498, Obj: 0.001936, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776039, Class: 0.998220, Obj: 0.064437, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.476131, Class: 0.999285, Obj: 0.099730, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759037, Class: 0.996610, Obj: 0.075363, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792424, Class: 0.999898, Obj: 0.691999, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708974, Class: 0.987790, Obj: 0.046467, No Obj: 0.000067, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613833, Class: 0.982839, Obj: 0.046151, No Obj: 0.000069, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811659, Class: 0.986061, Obj: 0.122496, No Obj: 0.000393, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.564208, Class: 0.995208, Obj: 0.067241, No Obj: 0.000053, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1678: 0.423693, 0.431256 avg loss, 0.001000 rate, 3.909328 seconds, 107392 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833820, Class: 0.993756, Obj: 0.056822, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670621, Class: 0.994515, Obj: 0.116129, No Obj: 0.000055, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719109, Class: 0.998145, Obj: 0.190471, No Obj: 0.000193, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.790832, Class: 0.995134, Obj: 0.077480, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926075, Class: 0.994195, Obj: 0.776287, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706792, Class: 0.987639, Obj: 0.073136, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733503, Class: 0.988028, Obj: 0.235620, No Obj: 0.000266, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767869, Class: 0.997152, Obj: 0.108317, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.726296, Class: 0.966716, Obj: 0.382959, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.726398, Class: 0.993479, Obj: 0.002405, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800502, Class: 0.995389, Obj: 0.053099, No Obj: 0.000074, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663369, Class: 0.991102, Obj: 0.159015, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740820, Class: 0.993194, Obj: 0.076682, No Obj: 0.000083, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874934, Class: 0.985477, Obj: 0.224612, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766497, Class: 0.994837, Obj: 0.113899, No Obj: 0.000051, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824476, Class: 0.995118, Obj: 0.248343, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670343, Class: 0.997546, Obj: 0.102340, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 9 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1679: 0.470919, 0.435222 avg loss, 0.001000 rate, 3.922546 seconds, 107456 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863560, Class: 0.993687, Obj: 0.438330, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758916, Class: 0.997882, Obj: 0.115881, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.525724, Class: 0.996517, Obj: 0.025128, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702027, Class: 0.993921, Obj: 0.083995, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666760, Class: 0.996240, Obj: 0.094431, No Obj: 0.000105, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.658392, Class: 0.977847, Obj: 0.000663, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732488, Class: 0.998286, Obj: 0.062174, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698673, Class: 0.991063, Obj: 0.349939, No Obj: 0.000384, .5R: 1.000000, .75R: 0.333333, count: 6 Region 106 Avg IOU: 0.808184, Class: 0.992774, Obj: 0.063127, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687262, Class: 0.994913, Obj: 0.104469, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851132, Class: 0.997958, Obj: 0.648453, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657999, Class: 0.997010, Obj: 0.083850, No Obj: 0.000047, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849390, Class: 0.996680, Obj: 0.279195, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803936, Class: 0.999060, Obj: 0.361856, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786020, Class: 0.995734, Obj: 0.002427, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1680: 0.310423, 0.422742 avg loss, 0.001000 rate, 3.905804 seconds, 107520 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645321, Class: 0.998090, Obj: 0.187321, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626011, Class: 0.991400, Obj: 0.057710, No Obj: 0.000112, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879875, Class: 0.994828, Obj: 0.273989, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785403, Class: 0.996836, Obj: 0.223718, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562129, Class: 0.965941, Obj: 0.000057, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491360, Class: 0.992892, Obj: 0.080046, No Obj: 0.000044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808063, Class: 0.987977, Obj: 0.066598, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678421, Class: 0.997406, Obj: 0.430803, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865070, Class: 0.999736, Obj: 0.157906, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.867488, Class: 0.997560, Obj: 0.090237, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.775861, Class: 0.997830, Obj: 0.140157, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.785813, Class: 0.998167, Obj: 0.676756, No Obj: 0.000391, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775086, Class: 0.997268, Obj: 0.110774, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.636704, Class: 0.992366, Obj: 0.030902, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816622, Class: 0.992274, Obj: 0.118711, No Obj: 0.000150, .5R: 1.000000, .75R: 0.888889, count: 9 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1681: 0.345513, 0.415019 avg loss, 0.001000 rate, 3.921391 seconds, 107584 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655186, Class: 0.983695, Obj: 0.042770, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.747333, Class: 0.993272, Obj: 0.126358, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748255, Class: 0.995947, Obj: 0.154584, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770838, Class: 0.996777, Obj: 0.370539, No Obj: 0.000188, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766504, Class: 0.996845, Obj: 0.361770, No Obj: 0.000167, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.777356, Class: 0.979165, Obj: 0.097038, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793131, Class: 0.986068, Obj: 0.116854, No Obj: 0.000050, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798043, Class: 0.994497, Obj: 0.026197, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.591659, Class: 0.989711, Obj: 0.009435, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624932, Class: 0.997991, Obj: 0.190318, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639444, Class: 0.997762, Obj: 0.009277, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711779, Class: 0.995321, Obj: 0.091239, No Obj: 0.000113, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1682: 0.320975, 0.405615 avg loss, 0.001000 rate, 3.920766 seconds, 107648 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689689, Class: 0.998502, Obj: 0.179072, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683707, Class: 0.991631, Obj: 0.043804, No Obj: 0.000164, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792968, Class: 0.996855, Obj: 0.160563, No Obj: 0.000211, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.603163, Class: 0.987724, Obj: 0.006615, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718077, Class: 0.993732, Obj: 0.272478, No Obj: 0.000067, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.729388, Class: 0.996714, Obj: 0.073471, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.731292, Class: 0.994998, Obj: 0.030052, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727038, Class: 0.989522, Obj: 0.028871, No Obj: 0.000076, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.377065, Class: 0.918126, Obj: 0.000472, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.756127, Class: 0.999575, Obj: 0.758053, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746269, Class: 0.996532, Obj: 0.300501, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718254, Class: 0.992324, Obj: 0.103980, No Obj: 0.000104, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791093, Class: 0.991144, Obj: 0.057122, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1683: 0.364168, 0.401470 avg loss, 0.001000 rate, 3.926026 seconds, 107712 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.734418, Class: 0.981634, Obj: 0.007072, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.704441, Class: 0.976486, Obj: 0.003288, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734948, Class: 0.998269, Obj: 0.326243, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768740, Class: 0.996892, Obj: 0.252497, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706081, Class: 0.990350, Obj: 0.123219, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724423, Class: 0.997502, Obj: 0.133193, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.589576, Class: 0.990395, Obj: 0.026632, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738680, Class: 0.993120, Obj: 0.090321, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.671246, Class: 0.980809, Obj: 0.061749, No Obj: 0.000060, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685553, Class: 0.997749, Obj: 0.468211, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.785757, Class: 0.988697, Obj: 0.013465, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893648, Class: 0.998892, Obj: 0.421529, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.745741, Class: 0.996009, Obj: 0.276572, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714665, Class: 0.971433, Obj: 0.036745, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.699902, Class: 0.992739, Obj: 0.148313, No Obj: 0.000133, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.812418, Class: 0.985952, Obj: 0.010041, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.851213, Class: 0.996908, Obj: 0.318162, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674505, Class: 0.986412, Obj: 0.218867, No Obj: 0.000071, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1684: 0.461897, 0.407513 avg loss, 0.001000 rate, 3.916655 seconds, 107776 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782352, Class: 0.988640, Obj: 0.248013, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688253, Class: 0.969164, Obj: 0.137436, No Obj: 0.000092, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.756056, Class: 0.995939, Obj: 0.040064, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638207, Class: 0.993054, Obj: 0.206191, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782087, Class: 0.992892, Obj: 0.154172, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.697368, Class: 0.983521, Obj: 0.028716, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.662895, Class: 0.980382, Obj: 0.007169, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796216, Class: 0.959149, Obj: 0.178832, No Obj: 0.000062, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788361, Class: 0.975746, Obj: 0.004046, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667737, Class: 0.993739, Obj: 0.119424, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.804508, Class: 0.982914, Obj: 0.012563, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788921, Class: 0.998246, Obj: 0.206361, No Obj: 0.000116, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676775, Class: 0.996659, Obj: 0.191085, No Obj: 0.000105, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736135, Class: 0.993769, Obj: 0.106851, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1685: 0.475465, 0.414308 avg loss, 0.001000 rate, 3.914885 seconds, 107840 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764170, Class: 0.995749, Obj: 0.154579, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673217, Class: 0.993397, Obj: 0.361863, No Obj: 0.000451, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.857832, Class: 0.991389, Obj: 0.119001, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849266, Class: 0.997240, Obj: 0.876329, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660795, Class: 0.995879, Obj: 0.090084, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644167, Class: 0.993783, Obj: 0.000368, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739597, Class: 0.997078, Obj: 0.208454, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773948, Class: 0.988662, Obj: 0.194481, No Obj: 0.000282, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.759865, Class: 0.991130, Obj: 0.080119, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723605, Class: 0.995938, Obj: 0.059397, No Obj: 0.000085, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746737, Class: 0.997660, Obj: 0.152129, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1686: 0.292513, 0.402128 avg loss, 0.001000 rate, 3.927017 seconds, 107904 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741362, Class: 0.994234, Obj: 0.155899, No Obj: 0.000073, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692266, Class: 0.991824, Obj: 0.105761, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.898151, Class: 0.996168, Obj: 0.015167, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826369, Class: 0.996345, Obj: 0.176156, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746411, Class: 0.989496, Obj: 0.192869, No Obj: 0.000147, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.779760, Class: 0.993379, Obj: 0.107215, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752491, Class: 0.975008, Obj: 0.030847, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.882697, Class: 0.997677, Obj: 0.069656, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.704119, Class: 0.992795, Obj: 0.369566, No Obj: 0.000345, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782483, Class: 0.996913, Obj: 0.356657, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639901, Class: 0.994148, Obj: 0.259456, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.741368, Class: 0.994320, Obj: 0.111631, No Obj: 0.000096, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841441, Class: 0.995311, Obj: 0.145936, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756287, Class: 0.995096, Obj: 0.105091, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1687: 0.347876, 0.396703 avg loss, 0.001000 rate, 3.915031 seconds, 107968 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767497, Class: 0.981487, Obj: 0.290269, No Obj: 0.000216, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.757314, Class: 0.988849, Obj: 0.071861, No Obj: 0.000077, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747035, Class: 0.996701, Obj: 0.320837, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.773487, Class: 0.990543, Obj: 0.007445, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862640, Class: 0.993300, Obj: 0.147222, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683721, Class: 0.996301, Obj: 0.100516, No Obj: 0.000062, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722291, Class: 0.996848, Obj: 0.428484, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.715633, Class: 0.992846, Obj: 0.093796, No Obj: 0.000131, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749215, Class: 0.998315, Obj: 0.234615, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673783, Class: 0.996281, Obj: 0.040445, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768359, Class: 0.999519, Obj: 0.514146, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.879360, Class: 0.998097, Obj: 0.002991, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.891766, Class: 0.992271, Obj: 0.028754, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.683308, Class: 0.990479, Obj: 0.092663, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690035, Class: 0.996318, Obj: 0.407132, No Obj: 0.000091, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1688: 0.320409, 0.389074 avg loss, 0.001000 rate, 3.921269 seconds, 108032 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675015, Class: 0.998078, Obj: 0.066001, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595913, Class: 0.993304, Obj: 0.320835, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790124, Class: 0.948764, Obj: 0.051909, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714695, Class: 0.998585, Obj: 0.108386, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.503204, Class: 0.990190, Obj: 0.136643, No Obj: 0.000192, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693598, Class: 0.985785, Obj: 0.114436, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.779159, Class: 0.995620, Obj: 0.220486, No Obj: 0.000158, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688835, Class: 0.984421, Obj: 0.177069, No Obj: 0.000097, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768888, Class: 0.994141, Obj: 0.150973, No Obj: 0.000110, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637226, Class: 0.992774, Obj: 0.155186, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649531, Class: 0.994060, Obj: 0.236962, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832460, Class: 0.931390, Obj: 0.141881, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.671095, Class: 0.996386, Obj: 0.203046, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1689: 0.583296, 0.408496 avg loss, 0.001000 rate, 3.923124 seconds, 108096 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624007, Class: 0.998737, Obj: 0.013474, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.893137, Class: 0.996700, Obj: 0.169040, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859404, Class: 0.987702, Obj: 0.053712, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768508, Class: 0.998220, Obj: 0.095424, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.807190, Class: 0.992517, Obj: 0.210597, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.625618, Class: 0.999913, Obj: 0.339774, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640317, Class: 0.991604, Obj: 0.108527, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837681, Class: 0.997375, Obj: 0.079073, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753729, Class: 0.992177, Obj: 0.145420, No Obj: 0.000120, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805630, Class: 0.998722, Obj: 0.309474, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839398, Class: 0.999085, Obj: 0.218302, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.622000, Class: 0.987344, Obj: 0.074346, No Obj: 0.000161, .5R: 0.727273, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752098, Class: 0.993520, Obj: 0.183115, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1690: 0.396408, 0.407287 avg loss, 0.001000 rate, 3.915487 seconds, 108160 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.702334, Class: 0.913387, Obj: 0.422530, No Obj: 0.000411, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.794826, Class: 0.989229, Obj: 0.393623, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714856, Class: 0.997157, Obj: 0.200323, No Obj: 0.000119, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.699162, Class: 0.983284, Obj: 0.338231, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.676122, Class: 0.958037, Obj: 0.002515, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.608693, Class: 0.992665, Obj: 0.172234, No Obj: 0.000176, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749837, Class: 0.994016, Obj: 0.126524, No Obj: 0.000146, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724941, Class: 0.999538, Obj: 0.570375, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793105, Class: 0.997708, Obj: 0.171552, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594169, Class: 0.991357, Obj: 0.009534, No Obj: 0.000069, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697582, Class: 0.994617, Obj: 0.298005, No Obj: 0.000138, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.391435, Class: 0.992034, Obj: 0.104128, No Obj: 0.000114, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768250, Class: 0.997787, Obj: 0.269407, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601160, Class: 0.996492, Obj: 0.140922, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1691: 0.496698, 0.416228 avg loss, 0.001000 rate, 3.920068 seconds, 108224 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570554, Class: 0.992823, Obj: 0.207178, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.556529, Class: 0.992685, Obj: 0.360526, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717498, Class: 0.994932, Obj: 0.081109, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616038, Class: 0.997695, Obj: 0.262324, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.767040, Class: 0.994834, Obj: 0.106983, No Obj: 0.000133, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.857715, Class: 0.982425, Obj: 0.135065, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749312, Class: 0.953492, Obj: 0.061989, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.799608, Class: 0.990152, Obj: 0.009422, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711123, Class: 0.988251, Obj: 0.402768, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694058, Class: 0.992836, Obj: 0.126990, No Obj: 0.000186, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635474, Class: 0.991477, Obj: 0.171269, No Obj: 0.000122, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638871, Class: 0.996418, Obj: 0.119959, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600600, Class: 0.994364, Obj: 0.112944, No Obj: 0.000087, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.721485, Class: 0.974051, Obj: 0.017897, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785092, Class: 0.994397, Obj: 0.056783, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1692: 0.474061, 0.422012 avg loss, 0.001000 rate, 3.922919 seconds, 108288 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874834, Class: 0.994592, Obj: 0.073204, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686353, Class: 0.977461, Obj: 0.033145, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854314, Class: 0.997100, Obj: 0.062331, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.694827, Class: 0.995597, Obj: 0.123537, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894055, Class: 0.998936, Obj: 0.048539, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.803910, Class: 0.994537, Obj: 0.113902, No Obj: 0.000175, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719612, Class: 0.992491, Obj: 0.078091, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803800, Class: 0.905209, Obj: 0.005664, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689438, Class: 0.993934, Obj: 0.148579, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582368, Class: 0.998130, Obj: 0.408250, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788631, Class: 0.959293, Obj: 0.151986, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791453, Class: 0.986488, Obj: 0.129531, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.791721, Class: 0.992655, Obj: 0.187339, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789645, Class: 0.994342, Obj: 0.275456, No Obj: 0.000169, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1693: 0.374581, 0.417269 avg loss, 0.001000 rate, 3.921997 seconds, 108352 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792828, Class: 0.998734, Obj: 0.368453, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672264, Class: 0.993590, Obj: 0.073205, No Obj: 0.000073, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513987, Class: 0.999379, Obj: 0.205912, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742579, Class: 0.999353, Obj: 0.631888, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763435, Class: 0.996699, Obj: 0.288300, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.781912, Class: 0.993343, Obj: 0.579077, No Obj: 0.000456, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700707, Class: 0.994394, Obj: 0.089515, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764827, Class: 0.976547, Obj: 0.089703, No Obj: 0.000140, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.686226, Class: 0.991597, Obj: 0.075582, No Obj: 0.000090, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672670, Class: 0.998276, Obj: 0.243768, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779506, Class: 0.991544, Obj: 0.085842, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925586, Class: 0.978773, Obj: 0.318220, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675243, Class: 0.994077, Obj: 0.141240, No Obj: 0.000121, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675509, Class: 0.982945, Obj: 0.099606, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.819748, Class: 0.996721, Obj: 0.472840, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1694: 0.466630, 0.422205 avg loss, 0.001000 rate, 3.920644 seconds, 108416 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704276, Class: 0.999383, Obj: 0.562719, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746562, Class: 0.998341, Obj: 0.016052, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585675, Class: 0.993553, Obj: 0.018666, No Obj: 0.000052, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831019, Class: 0.996824, Obj: 0.486303, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.648549, Class: 0.987112, Obj: 0.087784, No Obj: 0.000048, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658120, Class: 0.993725, Obj: 0.069446, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.556474, Class: 0.992507, Obj: 0.224217, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785736, Class: 0.996973, Obj: 0.196597, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681016, Class: 0.947807, Obj: 0.034692, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738714, Class: 0.997006, Obj: 0.022062, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785214, Class: 0.994872, Obj: 0.107551, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727188, Class: 0.994540, Obj: 0.257348, No Obj: 0.000089, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784328, Class: 0.995548, Obj: 0.240859, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1695: 0.491221, 0.429106 avg loss, 0.001000 rate, 3.923242 seconds, 108480 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.605199, Class: 0.995838, Obj: 0.590304, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735556, Class: 0.991184, Obj: 0.038008, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596021, Class: 0.999729, Obj: 0.010568, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696628, Class: 0.996290, Obj: 0.313587, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859067, Class: 0.997721, Obj: 0.045260, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765458, Class: 0.996467, Obj: 0.156647, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.704535, Class: 0.984732, Obj: 0.083880, No Obj: 0.000414, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.751828, Class: 0.997854, Obj: 0.375173, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669768, Class: 0.992492, Obj: 0.047711, No Obj: 0.000045, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.834619, Class: 0.957261, Obj: 0.002258, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740418, Class: 0.991825, Obj: 0.241333, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852505, Class: 0.984331, Obj: 0.217735, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.556841, Class: 0.993957, Obj: 0.155607, No Obj: 0.000042, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871367, Class: 0.998300, Obj: 0.576771, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747675, Class: 0.963688, Obj: 0.105688, No Obj: 0.000118, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679008, Class: 0.996080, Obj: 0.133512, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.728455, Class: 0.987937, Obj: 0.041185, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 10 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1696: 0.465069, 0.432703 avg loss, 0.001000 rate, 3.923753 seconds, 108544 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716979, Class: 0.997392, Obj: 0.233852, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673069, Class: 0.992860, Obj: 0.073244, No Obj: 0.000090, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783441, Class: 0.995280, Obj: 0.257532, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801578, Class: 0.995596, Obj: 0.238820, No Obj: 0.000179, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702043, Class: 0.996780, Obj: 0.110760, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795415, Class: 0.992684, Obj: 0.134910, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.701232, Class: 0.991605, Obj: 0.074084, No Obj: 0.000092, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746003, Class: 0.991851, Obj: 0.448103, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694253, Class: 0.981971, Obj: 0.000399, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.490068, Class: 0.997735, Obj: 0.002258, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657117, Class: 0.991497, Obj: 0.124463, No Obj: 0.000160, .5R: 0.833333, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695002, Class: 0.996025, Obj: 0.243960, No Obj: 0.000121, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622167, Class: 0.987836, Obj: 0.330626, No Obj: 0.000098, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714841, Class: 0.993085, Obj: 0.126121, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1697: 0.549776, 0.444410 avg loss, 0.001000 rate, 3.911291 seconds, 108608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000282, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761708, Class: 0.992388, Obj: 0.012667, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712394, Class: 0.997302, Obj: 0.227274, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558355, Class: 0.996564, Obj: 0.805186, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733689, Class: 0.995962, Obj: 0.067244, No Obj: 0.000143, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787976, Class: 0.991646, Obj: 0.432462, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807461, Class: 0.996172, Obj: 0.141966, No Obj: 0.000140, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785373, Class: 0.998884, Obj: 0.299990, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769871, Class: 0.994310, Obj: 0.174672, No Obj: 0.000166, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.676107, Class: 0.994446, Obj: 0.379791, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820106, Class: 0.981660, Obj: 0.165018, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769028, Class: 0.992605, Obj: 0.170166, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634408, Class: 0.994440, Obj: 0.070657, No Obj: 0.000106, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826278, Class: 0.998385, Obj: 0.436123, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772837, Class: 0.972933, Obj: 0.012897, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775359, Class: 0.995791, Obj: 0.191603, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1698: 0.372338, 0.437203 avg loss, 0.001000 rate, 3.924205 seconds, 108672 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771919, Class: 0.993148, Obj: 0.114568, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.763752, Class: 0.995111, Obj: 0.138576, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798511, Class: 0.998630, Obj: 0.611423, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684210, Class: 0.996761, Obj: 0.273901, No Obj: 0.000149, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.790809, Class: 0.989529, Obj: 0.072950, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809926, Class: 0.993165, Obj: 0.112073, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786528, Class: 0.996316, Obj: 0.205373, No Obj: 0.000169, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506318, Class: 0.996277, Obj: 0.000483, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.433069, Class: 0.990447, Obj: 0.117577, No Obj: 0.000373, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.772031, Class: 0.998949, Obj: 0.310414, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684185, Class: 0.994369, Obj: 0.173632, No Obj: 0.000122, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.699837, Class: 0.839570, Obj: 0.101967, No Obj: 0.000483, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850361, Class: 0.995927, Obj: 0.195181, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815749, Class: 0.997607, Obj: 0.719547, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625748, Class: 0.995064, Obj: 0.148247, No Obj: 0.000171, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732697, Class: 0.992118, Obj: 0.056304, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1699: 0.375109, 0.430993 avg loss, 0.001000 rate, 3.920195 seconds, 108736 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.904651, Class: 0.965615, Obj: 0.130554, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.567519, Class: 0.999617, Obj: 0.596617, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594495, Class: 0.997767, Obj: 0.297626, No Obj: 0.000095, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.625365, Class: 0.997689, Obj: 0.634741, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648526, Class: 0.992218, Obj: 0.079007, No Obj: 0.000140, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585106, Class: 0.985116, Obj: 0.034791, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.650517, Class: 0.954307, Obj: 0.035422, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.694350, Class: 0.986740, Obj: 0.060735, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924908, Class: 0.994787, Obj: 0.172363, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841570, Class: 0.993776, Obj: 0.133186, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616160, Class: 0.989887, Obj: 0.029197, No Obj: 0.000115, .5R: 0.750000, .75R: 0.166667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711204, Class: 0.995184, Obj: 0.172396, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889829, Class: 0.998569, Obj: 0.701755, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.595042, Class: 0.991751, Obj: 0.232726, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1700: 0.401844, 0.428078 avg loss, 0.001000 rate, 3.912260 seconds, 108800 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663377, Class: 0.989817, Obj: 0.073497, No Obj: 0.000096, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856867, Class: 0.997419, Obj: 0.489582, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733946, Class: 0.992802, Obj: 0.169472, No Obj: 0.000147, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.443636, Class: 0.942352, Obj: 0.000821, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.590038, Class: 0.992376, Obj: 0.301400, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.579466, Class: 0.998381, Obj: 0.399519, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799113, Class: 0.998784, Obj: 0.111346, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.865306, Class: 0.996391, Obj: 0.024899, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.928350, Class: 0.997979, Obj: 0.004693, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.849848, Class: 0.998756, Obj: 0.414004, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595947, Class: 0.994833, Obj: 0.023187, No Obj: 0.000064, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772853, Class: 0.995634, Obj: 0.142916, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781078, Class: 0.993793, Obj: 0.407660, No Obj: 0.000305, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.677627, Class: 0.996098, Obj: 0.027831, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1701: 0.354605, 0.420731 avg loss, 0.001000 rate, 3.689380 seconds, 108864 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922300, Class: 0.999765, Obj: 0.700325, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.303892, Class: 0.984972, Obj: 0.009697, No Obj: 0.000044, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886256, Class: 0.961258, Obj: 0.308385, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664896, Class: 0.993634, Obj: 0.143770, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632196, Class: 0.997919, Obj: 0.290402, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588199, Class: 0.992010, Obj: 0.153827, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861016, Class: 0.995099, Obj: 0.022766, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.541572, Class: 0.993860, Obj: 0.474935, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.720133, Class: 0.976513, Obj: 0.269449, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685039, Class: 0.992465, Obj: 0.032531, No Obj: 0.000092, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878302, Class: 0.999423, Obj: 0.614046, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742557, Class: 0.993675, Obj: 0.105189, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.666919, Class: 0.994770, Obj: 0.043280, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840328, Class: 0.976143, Obj: 0.030913, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713725, Class: 0.990139, Obj: 0.157030, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746936, Class: 0.995595, Obj: 0.099314, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766765, Class: 0.996335, Obj: 0.075069, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1702: 0.408620, 0.419520 avg loss, 0.001000 rate, 3.905510 seconds, 108928 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831841, Class: 0.994036, Obj: 0.055916, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729608, Class: 0.995923, Obj: 0.081048, No Obj: 0.000097, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755364, Class: 0.976498, Obj: 0.111779, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.531998, Class: 0.979334, Obj: 0.023005, No Obj: 0.000051, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726942, Class: 0.997231, Obj: 0.736639, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731849, Class: 0.995582, Obj: 0.218240, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773091, Class: 0.980140, Obj: 0.050948, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696025, Class: 0.998496, Obj: 0.120765, No Obj: 0.000083, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.682790, Class: 0.890537, Obj: 0.005614, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.671211, Class: 0.988790, Obj: 0.003218, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708800, Class: 0.991069, Obj: 0.036852, No Obj: 0.000091, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694423, Class: 0.997889, Obj: 0.403185, No Obj: 0.000331, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.720715, Class: 0.993967, Obj: 0.088773, No Obj: 0.000150, .5R: 0.846154, .75R: 0.538462, count: 13 Region 82 Avg IOU: 0.407412, Class: 0.973011, Obj: 0.014143, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739210, Class: 0.996701, Obj: 0.024601, No Obj: 0.000054, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804914, Class: 0.997694, Obj: 0.128202, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1703: 0.600040, 0.437572 avg loss, 0.001000 rate, 3.921601 seconds, 108992 images Loaded: 0.000082 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696665, Class: 0.990468, Obj: 0.135856, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.657894, Class: 0.994126, Obj: 0.083844, No Obj: 0.000102, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797024, Class: 0.996560, Obj: 0.332699, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624677, Class: 0.984001, Obj: 0.045511, No Obj: 0.000061, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795703, Class: 0.997480, Obj: 0.091500, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807228, Class: 0.998931, Obj: 0.354244, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784703, Class: 0.997646, Obj: 0.160082, No Obj: 0.000115, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885301, Class: 0.985295, Obj: 0.356664, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.867197, Class: 0.989279, Obj: 0.134640, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610544, Class: 0.991373, Obj: 0.110754, No Obj: 0.000067, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740812, Class: 0.997219, Obj: 0.082805, No Obj: 0.000075, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.880126, Class: 0.996995, Obj: 0.162598, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762287, Class: 0.988232, Obj: 0.072199, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746682, Class: 0.994401, Obj: 0.056635, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1704: 0.479108, 0.441726 avg loss, 0.001000 rate, 3.922800 seconds, 109056 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925792, Class: 0.989776, Obj: 0.002238, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700539, Class: 0.998381, Obj: 0.088352, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741305, Class: 0.991214, Obj: 0.113010, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603122, Class: 0.988958, Obj: 0.089770, No Obj: 0.000080, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809088, Class: 0.994350, Obj: 0.040671, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.503977, Class: 0.999749, Obj: 0.107662, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715005, Class: 0.994774, Obj: 0.221560, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820424, Class: 0.984797, Obj: 0.061738, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.850133, Class: 0.995711, Obj: 0.088393, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731392, Class: 0.994201, Obj: 0.102512, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.743722, Class: 0.918431, Obj: 0.028889, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.766339, Class: 0.998290, Obj: 0.925119, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719000, Class: 0.990687, Obj: 0.038091, No Obj: 0.000072, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778662, Class: 0.999389, Obj: 0.862555, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760465, Class: 0.996448, Obj: 0.008429, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1705: 0.361413, 0.433694 avg loss, 0.001000 rate, 3.921516 seconds, 109120 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884175, Class: 0.999428, Obj: 0.751172, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777478, Class: 0.997639, Obj: 0.473459, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.589133, Class: 0.979439, Obj: 0.263076, No Obj: 0.000280, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659632, Class: 0.948913, Obj: 0.359381, No Obj: 0.000247, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.488552, Class: 0.997347, Obj: 0.089133, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761215, Class: 0.990753, Obj: 0.139315, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.521756, Class: 0.908055, Obj: 0.040263, No Obj: 0.000342, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.885617, Class: 0.997117, Obj: 0.195822, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840078, Class: 0.990506, Obj: 0.364014, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758303, Class: 0.995927, Obj: 0.135769, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739232, Class: 0.987956, Obj: 0.425333, No Obj: 0.000271, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719559, Class: 0.997830, Obj: 0.253422, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717892, Class: 0.997937, Obj: 0.246849, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754759, Class: 0.996453, Obj: 0.245452, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1706: 0.287388, 0.419064 avg loss, 0.001000 rate, 3.911938 seconds, 109184 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773069, Class: 0.997264, Obj: 0.225489, No Obj: 0.000196, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.814571, Class: 0.997818, Obj: 0.728247, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.671943, Class: 0.999710, Obj: 0.867901, No Obj: 0.000281, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728453, Class: 0.992361, Obj: 0.129900, No Obj: 0.000167, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712120, Class: 0.994364, Obj: 0.234509, No Obj: 0.000145, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858218, Class: 0.982579, Obj: 0.011046, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615485, Class: 0.994775, Obj: 0.109630, No Obj: 0.000123, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.708735, Class: 0.999022, Obj: 0.865584, No Obj: 0.000310, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679272, Class: 0.994416, Obj: 0.094114, No Obj: 0.000098, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497445, Class: 0.994307, Obj: 0.077875, No Obj: 0.000052, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.691667, Class: 0.992396, Obj: 0.184324, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642972, Class: 0.989350, Obj: 0.004427, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832656, Class: 0.968281, Obj: 0.262172, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654208, Class: 0.998159, Obj: 0.123591, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1707: 0.462655, 0.423423 avg loss, 0.001000 rate, 3.924341 seconds, 109248 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616271, Class: 0.989002, Obj: 0.006995, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785876, Class: 0.994929, Obj: 0.240730, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729718, Class: 0.991250, Obj: 0.093690, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827710, Class: 0.996106, Obj: 0.183451, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782488, Class: 0.998486, Obj: 0.188950, No Obj: 0.000184, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803734, Class: 0.974627, Obj: 0.079464, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743740, Class: 0.999259, Obj: 0.081927, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790634, Class: 0.993953, Obj: 0.428687, No Obj: 0.000265, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704746, Class: 0.994506, Obj: 0.142909, No Obj: 0.000182, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799425, Class: 0.985729, Obj: 0.117737, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.840570, Class: 0.996612, Obj: 0.288629, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626318, Class: 0.996591, Obj: 0.150661, No Obj: 0.000108, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729399, Class: 0.949125, Obj: 0.383746, No Obj: 0.000309, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.457591, Class: 0.979945, Obj: 0.257332, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1708: 0.363539, 0.417434 avg loss, 0.001000 rate, 3.930166 seconds, 109312 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666390, Class: 0.971389, Obj: 0.177041, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639271, Class: 0.992459, Obj: 0.186442, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668549, Class: 0.997684, Obj: 0.002127, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867053, Class: 0.992721, Obj: 0.313096, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717337, Class: 0.995572, Obj: 0.046555, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737229, Class: 0.996811, Obj: 0.185293, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767569, Class: 0.996544, Obj: 0.419311, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624404, Class: 0.999848, Obj: 0.484711, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777779, Class: 0.998578, Obj: 0.295182, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661147, Class: 0.994273, Obj: 0.153361, No Obj: 0.000150, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804100, Class: 0.997143, Obj: 0.558653, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.604276, Class: 0.995221, Obj: 0.106642, No Obj: 0.000087, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656646, Class: 0.992532, Obj: 0.105725, No Obj: 0.000112, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1709: 0.487394, 0.424430 avg loss, 0.001000 rate, 3.925964 seconds, 109376 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845380, Class: 0.998781, Obj: 0.437535, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681814, Class: 0.993883, Obj: 0.158730, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906751, Class: 0.977719, Obj: 0.001194, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.610195, Class: 0.991152, Obj: 0.173622, No Obj: 0.000059, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840375, Class: 0.995345, Obj: 0.256575, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780597, Class: 0.997589, Obj: 0.304187, No Obj: 0.000167, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.401383, Class: 0.970259, Obj: 0.001649, No Obj: 0.000266, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843131, Class: 0.992442, Obj: 0.094934, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738457, Class: 0.997314, Obj: 0.135443, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639568, Class: 0.985583, Obj: 0.012626, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692960, Class: 0.993568, Obj: 0.015010, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646874, Class: 0.998109, Obj: 0.083674, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814483, Class: 0.988253, Obj: 0.126400, No Obj: 0.000257, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.759765, Class: 0.994370, Obj: 0.063531, No Obj: 0.000130, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787162, Class: 0.999752, Obj: 0.843811, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680924, Class: 0.991999, Obj: 0.137235, No Obj: 0.000140, .5R: 1.000000, .75R: 0.200000, count: 10 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1710: 0.495837, 0.431571 avg loss, 0.001000 rate, 3.922435 seconds, 109440 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656860, Class: 0.997987, Obj: 0.110285, No Obj: 0.000049, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.811927, Class: 0.967218, Obj: 0.094236, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.593152, Class: 0.966340, Obj: 0.001288, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764166, Class: 0.993198, Obj: 0.059765, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.631263, Class: 0.982981, Obj: 0.013671, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688554, Class: 0.992105, Obj: 0.036932, No Obj: 0.000071, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778687, Class: 0.998795, Obj: 0.203007, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.831519, Class: 0.996643, Obj: 0.275870, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642152, Class: 0.994183, Obj: 0.122739, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.715734, Class: 0.988338, Obj: 0.168361, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.680789, Class: 0.996993, Obj: 0.044977, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735053, Class: 0.988401, Obj: 0.342635, No Obj: 0.000115, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.766070, Class: 0.995749, Obj: 0.425027, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676477, Class: 0.994097, Obj: 0.156669, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777330, Class: 0.987057, Obj: 0.371787, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.492490, Class: 0.940649, Obj: 0.083082, No Obj: 0.000061, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1711: 0.457834, 0.434197 avg loss, 0.001000 rate, 3.940404 seconds, 109504 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.831051, Class: 0.998545, Obj: 0.396866, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.938645, Class: 0.997353, Obj: 0.720149, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742981, Class: 0.995575, Obj: 0.072451, No Obj: 0.000115, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.694489, Class: 0.993806, Obj: 0.108564, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.655161, Class: 0.985288, Obj: 0.004623, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703721, Class: 0.982093, Obj: 0.120569, No Obj: 0.000121, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778803, Class: 0.995124, Obj: 0.157329, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.785992, Class: 0.991711, Obj: 0.074338, No Obj: 0.000134, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710916, Class: 0.996362, Obj: 0.355006, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722214, Class: 0.995783, Obj: 0.007123, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748406, Class: 0.993459, Obj: 0.157434, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609019, Class: 0.998811, Obj: 0.002204, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773550, Class: 0.993802, Obj: 0.018968, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761954, Class: 0.997848, Obj: 0.069808, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.589962, Class: 0.996423, Obj: 0.131400, No Obj: 0.000085, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798998, Class: 0.996293, Obj: 0.304474, No Obj: 0.000104, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1712: 0.448090, 0.435587 avg loss, 0.001000 rate, 3.928346 seconds, 109568 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816527, Class: 0.995905, Obj: 0.308053, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795021, Class: 0.993444, Obj: 0.028337, No Obj: 0.000062, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792981, Class: 0.993797, Obj: 0.361306, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715784, Class: 0.993308, Obj: 0.066659, No Obj: 0.000101, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.779334, Class: 0.876408, Obj: 0.000190, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876390, Class: 0.996649, Obj: 0.121983, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788658, Class: 0.996139, Obj: 0.063433, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636536, Class: 0.989057, Obj: 0.001034, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656254, Class: 0.993569, Obj: 0.028166, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771578, Class: 0.997082, Obj: 0.044486, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829912, Class: 0.990618, Obj: 0.394586, No Obj: 0.000263, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.785865, Class: 0.997745, Obj: 0.424033, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792717, Class: 0.982943, Obj: 0.241629, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827081, Class: 0.993945, Obj: 0.190900, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.666116, Class: 0.987997, Obj: 0.026898, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689960, Class: 0.989323, Obj: 0.276929, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1713: 0.337791, 0.425807 avg loss, 0.001000 rate, 3.922898 seconds, 109632 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.738578, Class: 0.996317, Obj: 0.054702, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.693495, Class: 0.991735, Obj: 0.017437, No Obj: 0.000135, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.708101, Class: 0.994566, Obj: 0.026703, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755884, Class: 0.999127, Obj: 0.613187, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779582, Class: 0.989352, Obj: 0.079175, No Obj: 0.000051, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825084, Class: 0.996321, Obj: 0.214622, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.641425, Class: 0.994716, Obj: 0.007275, No Obj: 0.000080, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693875, Class: 0.991027, Obj: 0.085900, No Obj: 0.000036, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785508, Class: 0.996260, Obj: 0.076888, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.821066, Class: 0.994377, Obj: 0.053774, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.759008, Class: 0.997982, Obj: 0.380610, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715771, Class: 0.993500, Obj: 0.145589, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797874, Class: 0.988522, Obj: 0.246480, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.658364, Class: 0.972100, Obj: 0.029876, No Obj: 0.000059, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1714: 0.383060, 0.421532 avg loss, 0.001000 rate, 3.928122 seconds, 109696 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.779354, Class: 0.941617, Obj: 0.350825, No Obj: 0.000954, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.780724, Class: 0.985471, Obj: 0.330149, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615658, Class: 0.993824, Obj: 0.084794, No Obj: 0.000099, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844224, Class: 0.998273, Obj: 0.022890, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625735, Class: 0.988981, Obj: 0.035728, No Obj: 0.000039, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.619024, Class: 0.752716, Obj: 0.000129, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838493, Class: 0.967857, Obj: 0.000013, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640668, Class: 0.991903, Obj: 0.215269, No Obj: 0.000109, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.802531, Class: 0.928606, Obj: 0.004766, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667083, Class: 0.996316, Obj: 0.045738, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654539, Class: 0.987721, Obj: 0.017683, No Obj: 0.000109, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.557882, Class: 0.989571, Obj: 0.082577, No Obj: 0.000048, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.807499, Class: 0.897422, Obj: 0.029456, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617732, Class: 0.995106, Obj: 0.305395, No Obj: 0.000137, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867266, Class: 0.971736, Obj: 0.101377, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830160, Class: 0.996006, Obj: 0.124986, No Obj: 0.000109, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1715: 0.501471, 0.429526 avg loss, 0.001000 rate, 3.925314 seconds, 109760 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712144, Class: 0.994627, Obj: 0.104344, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.841942, Class: 0.987553, Obj: 0.030226, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.732996, Class: 0.985069, Obj: 0.011611, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648784, Class: 0.992513, Obj: 0.006238, No Obj: 0.000059, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712123, Class: 0.997808, Obj: 0.086846, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.808735, Class: 0.997208, Obj: 0.445216, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.669050, Class: 0.988696, Obj: 0.069589, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.659955, Class: 0.995803, Obj: 0.047478, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714526, Class: 0.993929, Obj: 0.042985, No Obj: 0.000046, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847744, Class: 0.996380, Obj: 0.053835, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713559, Class: 0.995429, Obj: 0.138278, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790978, Class: 0.989421, Obj: 0.041212, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725834, Class: 0.997231, Obj: 0.176822, No Obj: 0.000135, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1716: 0.388033, 0.425377 avg loss, 0.001000 rate, 3.917346 seconds, 109824 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627451, Class: 0.993682, Obj: 0.009627, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785863, Class: 0.999235, Obj: 0.249358, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.821407, Class: 0.997493, Obj: 0.554497, No Obj: 0.000398, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.908961, Class: 0.999918, Obj: 0.764434, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752760, Class: 0.994798, Obj: 0.212680, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885329, Class: 0.994746, Obj: 0.328062, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733052, Class: 0.990740, Obj: 0.119329, No Obj: 0.000107, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783710, Class: 0.996345, Obj: 0.127656, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681508, Class: 0.997229, Obj: 0.301353, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.501344, Class: 0.992227, Obj: 0.207192, No Obj: 0.000320, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765744, Class: 0.979316, Obj: 0.169547, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687364, Class: 0.994887, Obj: 0.075465, No Obj: 0.000134, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.510030, Class: 0.997476, Obj: 0.222328, No Obj: 0.000469, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727868, Class: 0.932732, Obj: 0.001032, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661962, Class: 0.999574, Obj: 0.055698, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1717: 0.384864, 0.421326 avg loss, 0.001000 rate, 3.923050 seconds, 109888 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773397, Class: 0.995142, Obj: 0.185889, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814068, Class: 0.997409, Obj: 0.073517, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698469, Class: 0.989104, Obj: 0.402663, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709321, Class: 0.985415, Obj: 0.186209, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831799, Class: 0.996615, Obj: 0.235322, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.792429, Class: 0.981463, Obj: 0.190107, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.826492, Class: 0.980958, Obj: 0.170151, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752798, Class: 0.999776, Obj: 0.818304, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684559, Class: 0.997290, Obj: 0.035681, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.621823, Class: 0.991442, Obj: 0.063600, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630800, Class: 0.993040, Obj: 0.136815, No Obj: 0.000103, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851420, Class: 0.991882, Obj: 0.191627, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.675347, Class: 0.992951, Obj: 0.057433, No Obj: 0.000132, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1718: 0.280946, 0.407288 avg loss, 0.001000 rate, 3.903413 seconds, 109952 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728539, Class: 0.981396, Obj: 0.335834, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656236, Class: 0.992611, Obj: 0.069356, No Obj: 0.000137, .5R: 0.750000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872069, Class: 0.999591, Obj: 0.836826, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632893, Class: 0.996285, Obj: 0.206948, No Obj: 0.000123, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861901, Class: 0.999373, Obj: 0.356921, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.599027, Class: 0.995012, Obj: 0.162379, No Obj: 0.000128, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682109, Class: 0.984248, Obj: 0.119358, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756701, Class: 0.997943, Obj: 0.281044, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728881, Class: 0.972835, Obj: 0.121782, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 6 Region 106 Avg IOU: 0.851858, Class: 0.992627, Obj: 0.075010, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616028, Class: 0.989511, Obj: 0.127101, No Obj: 0.000093, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589401, Class: 0.999867, Obj: 0.168219, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747509, Class: 0.996404, Obj: 0.003934, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844809, Class: 0.989312, Obj: 0.075102, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756564, Class: 0.995052, Obj: 0.088722, No Obj: 0.000124, .5R: 0.833333, .75R: 0.833333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1719: 0.644219, 0.430981 avg loss, 0.001000 rate, 3.905816 seconds, 110016 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.589726, Class: 0.969684, Obj: 0.119065, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.787633, Class: 0.999830, Obj: 0.550981, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726718, Class: 0.994631, Obj: 0.117989, No Obj: 0.000123, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721039, Class: 0.994979, Obj: 0.175057, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824321, Class: 0.997476, Obj: 0.083174, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.690941, Class: 0.992967, Obj: 0.284598, No Obj: 0.000440, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.848809, Class: 0.971349, Obj: 0.087365, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.700480, Class: 0.998208, Obj: 0.013467, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610176, Class: 0.976499, Obj: 0.058277, No Obj: 0.000193, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.677848, Class: 0.995574, Obj: 0.098993, No Obj: 0.000162, .5R: 1.000000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771225, Class: 0.970649, Obj: 0.256251, No Obj: 0.000407, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.583526, Class: 0.991599, Obj: 0.091811, No Obj: 0.000118, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.629152, Class: 0.995407, Obj: 0.687671, No Obj: 0.000368, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811232, Class: 0.997762, Obj: 0.320272, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765241, Class: 0.999777, Obj: 0.789475, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716608, Class: 0.996823, Obj: 0.144748, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1720: 0.556855, 0.443568 avg loss, 0.001000 rate, 3.908862 seconds, 110080 images Loaded: 0.000069 seconds Region 82 Avg IOU: 0.801183, Class: 0.987093, Obj: 0.045171, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.848868, Class: 0.995830, Obj: 0.041911, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765492, Class: 0.995672, Obj: 0.487201, No Obj: 0.000160, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666087, Class: 0.986912, Obj: 0.275454, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911624, Class: 0.995858, Obj: 0.041894, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802555, Class: 0.993473, Obj: 0.036577, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.585999, Class: 0.982698, Obj: 0.014545, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.673599, Class: 0.966238, Obj: 0.004112, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586705, Class: 0.993598, Obj: 0.010438, No Obj: 0.000026, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.735234, Class: 0.994915, Obj: 0.352852, No Obj: 0.000342, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730126, Class: 0.988200, Obj: 0.041258, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.640541, Class: 0.996236, Obj: 0.157003, No Obj: 0.000044, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779296, Class: 0.999600, Obj: 0.141843, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657567, Class: 0.995103, Obj: 0.027630, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621534, Class: 0.996381, Obj: 0.205232, No Obj: 0.000069, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.893114, Class: 0.981376, Obj: 0.493357, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.358707, Class: 0.992719, Obj: 0.010269, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1721: 0.384421, 0.437653 avg loss, 0.001000 rate, 3.902475 seconds, 110144 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563398, Class: 0.993737, Obj: 0.150119, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749771, Class: 0.995417, Obj: 0.066115, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778814, Class: 0.999362, Obj: 0.296172, No Obj: 0.000175, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.806870, Class: 0.994055, Obj: 0.114815, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657006, Class: 0.996961, Obj: 0.124190, No Obj: 0.000066, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801296, Class: 0.998147, Obj: 0.089482, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734232, Class: 0.995319, Obj: 0.073390, No Obj: 0.000061, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767056, Class: 0.993244, Obj: 0.430520, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856729, Class: 0.998496, Obj: 0.278700, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708310, Class: 0.998520, Obj: 0.206033, No Obj: 0.000089, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827177, Class: 0.996875, Obj: 0.056815, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.749312, Class: 0.996977, Obj: 0.353342, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730637, Class: 0.998338, Obj: 0.061891, No Obj: 0.000059, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1722: 0.319146, 0.425803 avg loss, 0.001000 rate, 3.906784 seconds, 110208 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.590364, Class: 0.974354, Obj: 0.186035, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.294902, Class: 0.991695, Obj: 0.000862, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781565, Class: 0.996595, Obj: 0.147620, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.725767, Class: 0.994737, Obj: 0.130425, No Obj: 0.000293, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730879, Class: 0.995884, Obj: 0.117614, No Obj: 0.000129, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.800113, Class: 0.917731, Obj: 0.247878, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.710366, Class: 0.994641, Obj: 0.007869, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.835972, Class: 0.993872, Obj: 0.035928, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.821745, Class: 0.995158, Obj: 0.126277, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743556, Class: 0.996894, Obj: 0.143140, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696107, Class: 0.996931, Obj: 0.118994, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.562808, Class: 0.999099, Obj: 0.604091, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710134, Class: 0.995249, Obj: 0.092625, No Obj: 0.000067, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809759, Class: 0.994512, Obj: 0.005451, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637550, Class: 0.991326, Obj: 0.095158, No Obj: 0.000067, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717795, Class: 0.996542, Obj: 0.003785, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795220, Class: 0.995989, Obj: 0.191461, No Obj: 0.000127, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1723: 0.544601, 0.437683 avg loss, 0.001000 rate, 3.902510 seconds, 110272 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504953, Class: 0.997843, Obj: 0.029337, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770769, Class: 0.990327, Obj: 0.086653, No Obj: 0.000036, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655602, Class: 0.996391, Obj: 0.006664, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783127, Class: 0.992596, Obj: 0.090153, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705460, Class: 0.995925, Obj: 0.236283, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.611580, Class: 0.992093, Obj: 0.073740, No Obj: 0.000153, .5R: 0.700000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742499, Class: 0.997125, Obj: 0.414028, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.683815, Class: 0.998170, Obj: 0.018244, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802045, Class: 0.991789, Obj: 0.271477, No Obj: 0.000244, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.813491, Class: 0.995384, Obj: 0.000604, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869460, Class: 0.999657, Obj: 0.329634, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799261, Class: 0.994378, Obj: 0.131527, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715387, Class: 0.994337, Obj: 0.087321, No Obj: 0.000110, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1724: 0.400332, 0.433948 avg loss, 0.001000 rate, 3.905010 seconds, 110336 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589391, Class: 0.997185, Obj: 0.128746, No Obj: 0.000065, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.780701, Class: 0.988760, Obj: 0.216271, No Obj: 0.000306, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674407, Class: 0.993874, Obj: 0.137910, No Obj: 0.000172, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909700, Class: 0.999654, Obj: 0.302741, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.874177, Class: 0.996216, Obj: 0.056021, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776158, Class: 0.998559, Obj: 0.135331, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.544083, Class: 0.993867, Obj: 0.112125, No Obj: 0.000113, .5R: 0.500000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708393, Class: 0.995011, Obj: 0.382858, No Obj: 0.000099, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775598, Class: 0.991931, Obj: 0.033434, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792952, Class: 0.992930, Obj: 0.118972, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942062, Class: 0.997958, Obj: 0.731248, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648650, Class: 0.995867, Obj: 0.238650, No Obj: 0.000121, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794498, Class: 0.993807, Obj: 0.057094, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1725: 0.438345, 0.434387 avg loss, 0.001000 rate, 3.903187 seconds, 110400 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625717, Class: 0.999150, Obj: 0.098998, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719498, Class: 0.996054, Obj: 0.099835, No Obj: 0.000143, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747340, Class: 0.994793, Obj: 0.239836, No Obj: 0.000138, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618112, Class: 0.997153, Obj: 0.112857, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946201, Class: 0.999969, Obj: 0.391728, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688262, Class: 0.994491, Obj: 0.268414, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783314, Class: 0.992331, Obj: 0.204216, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714515, Class: 0.996547, Obj: 0.030267, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716055, Class: 0.988663, Obj: 0.212364, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659104, Class: 0.993007, Obj: 0.042690, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.813079, Class: 0.995833, Obj: 0.129374, No Obj: 0.000137, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.776289, Class: 0.994915, Obj: 0.454567, No Obj: 0.000683, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.661537, Class: 0.997721, Obj: 0.147741, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809657, Class: 0.995772, Obj: 0.340957, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1726: 0.352514, 0.426200 avg loss, 0.001000 rate, 3.882672 seconds, 110464 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628678, Class: 0.972811, Obj: 0.061910, No Obj: 0.000171, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.694831, Class: 0.997536, Obj: 0.236477, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768760, Class: 0.997619, Obj: 0.235043, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786523, Class: 0.992517, Obj: 0.259368, No Obj: 0.000198, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840310, Class: 0.993832, Obj: 0.024052, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723983, Class: 0.994594, Obj: 0.202799, No Obj: 0.000197, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820675, Class: 0.990550, Obj: 0.211809, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631942, Class: 0.997613, Obj: 0.227481, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846156, Class: 0.994576, Obj: 0.383865, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.501280, Class: 0.996070, Obj: 0.001432, No Obj: 0.000022, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657802, Class: 0.985600, Obj: 0.036506, No Obj: 0.000120, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738224, Class: 0.995911, Obj: 0.352591, No Obj: 0.000152, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840440, Class: 0.973119, Obj: 0.000044, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675001, Class: 0.992994, Obj: 0.263408, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1727: 0.515921, 0.435172 avg loss, 0.001000 rate, 3.904479 seconds, 110528 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790023, Class: 0.999249, Obj: 0.443933, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685450, Class: 0.996690, Obj: 0.128744, No Obj: 0.000149, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.439142, Class: 0.985208, Obj: 0.053618, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.906480, Class: 0.999759, Obj: 0.016391, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666809, Class: 0.988334, Obj: 0.167483, No Obj: 0.000165, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788738, Class: 0.986254, Obj: 0.096987, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.743753, Class: 0.995717, Obj: 0.245478, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744920, Class: 0.994525, Obj: 0.101477, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740590, Class: 0.996389, Obj: 0.177068, No Obj: 0.000136, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558984, Class: 0.995167, Obj: 0.003874, No Obj: 0.000049, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668039, Class: 0.976342, Obj: 0.213144, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765845, Class: 0.992286, Obj: 0.072737, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.655716, Class: 0.995476, Obj: 0.166254, No Obj: 0.000102, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791563, Class: 0.991256, Obj: 0.151785, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.820384, Class: 0.995106, Obj: 0.069181, No Obj: 0.000104, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1728: 0.521103, 0.443765 avg loss, 0.001000 rate, 3.901064 seconds, 110592 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.836648, Class: 0.999511, Obj: 0.699139, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824661, Class: 0.995196, Obj: 0.306304, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740939, Class: 0.988086, Obj: 0.210262, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759998, Class: 0.987667, Obj: 0.106206, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836268, Class: 0.995809, Obj: 0.420288, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588612, Class: 0.999697, Obj: 0.087367, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771927, Class: 0.997654, Obj: 0.065264, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.655474, Class: 0.996920, Obj: 0.079144, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.668392, Class: 0.997967, Obj: 0.043335, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631667, Class: 0.986928, Obj: 0.008584, No Obj: 0.000063, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718032, Class: 0.996171, Obj: 0.117086, No Obj: 0.000136, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727020, Class: 0.991027, Obj: 0.115855, No Obj: 0.000140, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.723319, Class: 0.947463, Obj: 0.042156, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737499, Class: 0.999428, Obj: 0.041633, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.838777, Class: 0.996731, Obj: 0.147353, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1729: 0.384963, 0.437885 avg loss, 0.001000 rate, 3.904815 seconds, 110656 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844633, Class: 0.999811, Obj: 0.627242, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733812, Class: 0.995472, Obj: 0.086571, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789296, Class: 0.997815, Obj: 0.186849, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587330, Class: 0.999290, Obj: 0.128445, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.548129, Class: 0.981052, Obj: 0.006390, No Obj: 0.000049, .5R: 0.666667, .75R: 0.083333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808237, Class: 0.998714, Obj: 0.377989, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753090, Class: 0.995262, Obj: 0.568883, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.518090, Class: 0.992592, Obj: 0.041207, No Obj: 0.000095, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863781, Class: 0.997547, Obj: 0.160138, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773379, Class: 0.992111, Obj: 0.231279, No Obj: 0.000170, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854288, Class: 0.993455, Obj: 0.204457, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.626541, Class: 0.987364, Obj: 0.027824, No Obj: 0.000058, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785133, Class: 0.983024, Obj: 0.070569, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.824641, Class: 0.994646, Obj: 0.124456, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1730: 0.629435, 0.457040 avg loss, 0.001000 rate, 3.902466 seconds, 110720 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759927, Class: 0.992290, Obj: 0.009494, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.579664, Class: 0.994492, Obj: 0.111590, No Obj: 0.000117, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750688, Class: 0.989641, Obj: 0.108833, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734160, Class: 0.992780, Obj: 0.047854, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878773, Class: 0.996035, Obj: 0.472301, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.668598, Class: 0.991680, Obj: 0.202710, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.644077, Class: 0.998576, Obj: 0.020364, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792105, Class: 0.997910, Obj: 0.375464, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800856, Class: 0.997278, Obj: 0.055823, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801527, Class: 0.996232, Obj: 0.158107, No Obj: 0.000118, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739116, Class: 0.983579, Obj: 0.005035, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763146, Class: 0.996604, Obj: 0.245121, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663695, Class: 0.992863, Obj: 0.152366, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.885062, Class: 0.992269, Obj: 0.088619, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863694, Class: 0.995778, Obj: 0.320884, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.605529, Class: 0.952973, Obj: 0.007830, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1731: 0.421646, 0.453500 avg loss, 0.001000 rate, 3.902874 seconds, 110784 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731397, Class: 0.998299, Obj: 0.553439, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811993, Class: 0.996340, Obj: 0.408256, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743648, Class: 0.976524, Obj: 0.006761, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731958, Class: 0.990739, Obj: 0.309392, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.776524, Class: 0.996633, Obj: 0.483658, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.951437, Class: 0.999956, Obj: 0.494355, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782240, Class: 0.996089, Obj: 0.434265, No Obj: 0.000162, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589650, Class: 0.987824, Obj: 0.310034, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706219, Class: 0.994254, Obj: 0.081554, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733417, Class: 0.995296, Obj: 0.087036, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.488449, Class: 0.999808, Obj: 0.263101, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722082, Class: 0.996508, Obj: 0.445369, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776181, Class: 0.996381, Obj: 0.524813, No Obj: 0.000363, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.845940, Class: 0.996382, Obj: 0.386886, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622851, Class: 0.999686, Obj: 0.365495, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646861, Class: 0.996823, Obj: 0.040188, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1732: 0.278383, 0.435989 avg loss, 0.001000 rate, 3.889430 seconds, 110848 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907998, Class: 0.998182, Obj: 0.345799, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863609, Class: 0.993255, Obj: 0.090584, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734800, Class: 0.994470, Obj: 0.165361, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.652717, Class: 0.882211, Obj: 0.420830, No Obj: 0.000425, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847982, Class: 0.997827, Obj: 0.279196, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756901, Class: 0.993677, Obj: 0.431104, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.640212, Class: 0.993929, Obj: 0.013999, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790485, Class: 0.997216, Obj: 0.274491, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670614, Class: 0.996256, Obj: 0.018981, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782154, Class: 0.982939, Obj: 0.106718, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.826558, Class: 0.996845, Obj: 0.240500, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.800010, Class: 0.992055, Obj: 0.425751, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.803174, Class: 0.997669, Obj: 0.339498, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743790, Class: 0.995568, Obj: 0.109882, No Obj: 0.000092, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1733: 0.279172, 0.420307 avg loss, 0.001000 rate, 3.901618 seconds, 110912 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663611, Class: 0.996792, Obj: 0.061090, No Obj: 0.000037, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806149, Class: 0.999697, Obj: 0.113636, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.604272, Class: 0.996830, Obj: 0.181355, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726867, Class: 0.958076, Obj: 0.002722, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783126, Class: 0.994761, Obj: 0.034123, No Obj: 0.000062, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625698, Class: 0.994410, Obj: 0.097928, No Obj: 0.000075, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814817, Class: 0.996246, Obj: 0.838102, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.692750, Class: 0.998844, Obj: 0.486108, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805970, Class: 0.992263, Obj: 0.281397, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791655, Class: 0.997762, Obj: 0.316406, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660465, Class: 0.993191, Obj: 0.051661, No Obj: 0.000064, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746747, Class: 0.996035, Obj: 0.236438, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1734: 0.336375, 0.411914 avg loss, 0.001000 rate, 3.887032 seconds, 110976 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706937, Class: 0.995833, Obj: 0.087520, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.909794, Class: 0.998265, Obj: 0.040988, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.780389, Class: 0.998347, Obj: 0.535312, No Obj: 0.000309, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.794023, Class: 0.985577, Obj: 0.067768, No Obj: 0.000113, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862225, Class: 0.995507, Obj: 0.531537, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726600, Class: 0.995691, Obj: 0.172451, No Obj: 0.000101, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843262, Class: 0.977553, Obj: 0.150136, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713057, Class: 0.959696, Obj: 0.056521, No Obj: 0.000103, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732065, Class: 0.996810, Obj: 0.216226, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718719, Class: 0.993859, Obj: 0.138702, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652969, Class: 0.972651, Obj: 0.012772, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.655618, Class: 0.995132, Obj: 0.174020, No Obj: 0.000109, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723525, Class: 0.996642, Obj: 0.069640, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689097, Class: 0.994265, Obj: 0.196728, No Obj: 0.000107, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623446, Class: 0.872858, Obj: 0.038344, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.674950, Class: 0.997006, Obj: 0.215941, No Obj: 0.000109, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1735: 0.501361, 0.420859 avg loss, 0.001000 rate, 3.890446 seconds, 111040 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705517, Class: 0.989398, Obj: 0.254679, No Obj: 0.000190, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.534987, Class: 0.991823, Obj: 0.183669, No Obj: 0.000100, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709017, Class: 0.995367, Obj: 0.120580, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726638, Class: 0.993897, Obj: 0.069749, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.872876, Class: 0.997171, Obj: 0.183062, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704919, Class: 0.985940, Obj: 0.036445, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796322, Class: 0.989377, Obj: 0.328977, No Obj: 0.000256, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.808702, Class: 0.996290, Obj: 0.239204, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725359, Class: 0.999713, Obj: 0.801959, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811051, Class: 0.996096, Obj: 0.434699, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760308, Class: 0.993368, Obj: 0.117977, No Obj: 0.000097, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771971, Class: 0.992137, Obj: 0.143808, No Obj: 0.000428, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.806126, Class: 0.990419, Obj: 0.043892, No Obj: 0.000058, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810808, Class: 0.997317, Obj: 0.333961, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.653178, Class: 0.995466, Obj: 0.060571, No Obj: 0.000094, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1736: 0.405061, 0.419279 avg loss, 0.001000 rate, 3.900377 seconds, 111104 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570221, Class: 0.999853, Obj: 0.659179, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.632880, Class: 0.997507, Obj: 0.114392, No Obj: 0.000111, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890425, Class: 0.962732, Obj: 0.007687, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671309, Class: 0.995774, Obj: 0.134069, No Obj: 0.000086, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757813, Class: 0.993978, Obj: 0.125177, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725824, Class: 0.996037, Obj: 0.200891, No Obj: 0.000149, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767197, Class: 0.997884, Obj: 0.452925, No Obj: 0.000275, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727697, Class: 0.996781, Obj: 0.108244, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732704, Class: 0.998295, Obj: 0.314228, No Obj: 0.000084, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.447405, Class: 0.939764, Obj: 0.003513, No Obj: 0.000130, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734589, Class: 0.992506, Obj: 0.059564, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637820, Class: 0.970561, Obj: 0.142714, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.530162, Class: 0.995042, Obj: 0.188257, No Obj: 0.000084, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1737: 0.450296, 0.422381 avg loss, 0.001000 rate, 3.888823 seconds, 111168 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772756, Class: 0.996006, Obj: 0.096271, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.756082, Class: 0.998809, Obj: 0.164380, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755879, Class: 0.988233, Obj: 0.159994, No Obj: 0.000226, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.634300, Class: 0.993622, Obj: 0.029169, No Obj: 0.000085, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733870, Class: 0.997304, Obj: 0.508032, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.786605, Class: 0.949149, Obj: 0.474909, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721880, Class: 0.995632, Obj: 0.106578, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823309, Class: 0.999175, Obj: 0.202225, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785864, Class: 0.994036, Obj: 0.053639, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.732151, Class: 0.993361, Obj: 0.203441, No Obj: 0.000302, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.853352, Class: 0.999347, Obj: 0.893753, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788818, Class: 0.997325, Obj: 0.318873, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646290, Class: 0.989561, Obj: 0.051820, No Obj: 0.000062, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683384, Class: 0.999643, Obj: 0.645644, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.819824, Class: 0.985295, Obj: 0.047817, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1738: 0.334574, 0.413600 avg loss, 0.001000 rate, 3.905975 seconds, 111232 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753538, Class: 0.997438, Obj: 0.309402, No Obj: 0.000228, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.739379, Class: 0.990761, Obj: 0.034263, No Obj: 0.000105, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815837, Class: 0.999481, Obj: 0.380724, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850494, Class: 0.997117, Obj: 0.105737, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761872, Class: 0.998645, Obj: 0.376990, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725108, Class: 0.993146, Obj: 0.104309, No Obj: 0.000102, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838128, Class: 0.997030, Obj: 0.007222, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840841, Class: 0.990963, Obj: 0.041524, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746330, Class: 0.997385, Obj: 0.249131, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.603184, Class: 0.943353, Obj: 0.000011, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744627, Class: 0.996740, Obj: 0.186259, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.595568, Class: 0.992638, Obj: 0.149859, No Obj: 0.000161, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754424, Class: 0.991678, Obj: 0.309344, No Obj: 0.000217, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.701211, Class: 0.998130, Obj: 0.084190, No Obj: 0.000063, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.513324, Class: 0.945226, Obj: 0.351994, No Obj: 0.000388, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.761741, Class: 0.985989, Obj: 0.209978, No Obj: 0.000236, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.805163, Class: 0.993163, Obj: 0.270366, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1739: 0.523777, 0.424618 avg loss, 0.001000 rate, 3.905095 seconds, 111296 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772302, Class: 0.993172, Obj: 0.125883, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.724176, Class: 0.990447, Obj: 0.013251, No Obj: 0.000084, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656661, Class: 0.974637, Obj: 0.022642, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645619, Class: 0.985056, Obj: 0.083619, No Obj: 0.000127, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666752, Class: 0.973249, Obj: 0.031243, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.771038, Class: 0.995135, Obj: 0.200805, No Obj: 0.000222, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733424, Class: 0.985490, Obj: 0.168249, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839314, Class: 0.997801, Obj: 0.074595, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755455, Class: 0.996608, Obj: 0.203695, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.548843, Class: 0.979310, Obj: 0.830589, No Obj: 0.000437, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680057, Class: 0.996274, Obj: 0.062941, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835203, Class: 0.991845, Obj: 0.035899, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732372, Class: 0.995265, Obj: 0.135724, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1740: 0.415915, 0.423747 avg loss, 0.001000 rate, 3.901513 seconds, 111360 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819453, Class: 0.998363, Obj: 0.114078, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850834, Class: 0.992376, Obj: 0.495589, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748446, Class: 0.999491, Obj: 0.251467, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725318, Class: 0.995942, Obj: 0.031352, No Obj: 0.000074, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652277, Class: 0.980902, Obj: 0.062681, No Obj: 0.000177, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.703046, Class: 0.990679, Obj: 0.197764, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688497, Class: 0.997330, Obj: 0.206838, No Obj: 0.000175, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786191, Class: 0.993830, Obj: 0.134063, No Obj: 0.000159, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639559, Class: 0.992438, Obj: 0.197467, No Obj: 0.000136, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817203, Class: 0.998130, Obj: 0.043162, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727681, Class: 0.996093, Obj: 0.037483, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848110, Class: 0.991392, Obj: 0.243566, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752551, Class: 0.995696, Obj: 0.152257, No Obj: 0.000199, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1741: 0.475062, 0.428879 avg loss, 0.001000 rate, 3.905621 seconds, 111424 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837311, Class: 0.980527, Obj: 0.024880, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677733, Class: 0.997733, Obj: 0.283441, No Obj: 0.000113, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749834, Class: 0.998114, Obj: 0.038763, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665754, Class: 0.982044, Obj: 0.167013, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.585329, Class: 0.999420, Obj: 0.230809, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789948, Class: 0.995988, Obj: 0.202862, No Obj: 0.000157, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694203, Class: 0.997724, Obj: 0.295485, No Obj: 0.000143, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.828162, Class: 0.989573, Obj: 0.023291, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.885236, Class: 0.999185, Obj: 0.242694, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791363, Class: 0.993874, Obj: 0.261157, No Obj: 0.000147, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681822, Class: 0.997452, Obj: 0.554695, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791463, Class: 0.993191, Obj: 0.038938, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814384, Class: 0.998316, Obj: 0.328999, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1742: 0.301118, 0.416103 avg loss, 0.001000 rate, 3.904135 seconds, 111488 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718906, Class: 0.992061, Obj: 0.001620, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701283, Class: 0.994403, Obj: 0.139570, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772333, Class: 0.996319, Obj: 0.089931, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.874752, Class: 0.992092, Obj: 0.209448, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.809453, Class: 0.992572, Obj: 0.209589, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.891618, Class: 0.994980, Obj: 0.743168, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709994, Class: 0.997305, Obj: 0.227166, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869397, Class: 0.999470, Obj: 0.598652, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.613889, Class: 0.995502, Obj: 0.117751, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.557510, Class: 0.998510, Obj: 0.193853, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776719, Class: 0.995392, Obj: 0.176563, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701582, Class: 0.996790, Obj: 0.025926, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.566520, Class: 0.976799, Obj: 0.000324, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722564, Class: 0.995998, Obj: 0.264469, No Obj: 0.000139, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792387, Class: 0.997793, Obj: 0.114156, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812569, Class: 0.995887, Obj: 0.185288, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1743: 0.344800, 0.408972 avg loss, 0.001000 rate, 3.924498 seconds, 111552 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783429, Class: 0.987801, Obj: 0.111038, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693407, Class: 0.993311, Obj: 0.042158, No Obj: 0.000051, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816426, Class: 0.996397, Obj: 0.224898, No Obj: 0.000114, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828169, Class: 0.986990, Obj: 0.030254, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734165, Class: 0.995850, Obj: 0.291509, No Obj: 0.000137, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.873970, Class: 0.998624, Obj: 0.074815, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.835734, Class: 0.986079, Obj: 0.013397, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796726, Class: 0.997941, Obj: 0.170683, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740883, Class: 0.997208, Obj: 0.308712, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.724743, Class: 0.997947, Obj: 0.108627, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.916799, Class: 0.999442, Obj: 0.220458, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628581, Class: 0.995145, Obj: 0.340193, No Obj: 0.000086, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788150, Class: 0.993075, Obj: 0.067068, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.525491, Class: 0.971727, Obj: 0.027323, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834982, Class: 0.997175, Obj: 0.336375, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1744: 0.397934, 0.407869 avg loss, 0.001000 rate, 3.908563 seconds, 111616 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630738, Class: 0.998395, Obj: 0.444332, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693313, Class: 0.995906, Obj: 0.222290, No Obj: 0.000140, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.879068, Class: 0.998879, Obj: 0.540881, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.708486, Class: 0.997082, Obj: 0.382248, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722942, Class: 0.993044, Obj: 0.192989, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.785804, Class: 0.997486, Obj: 0.610631, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.835310, Class: 0.993721, Obj: 0.010560, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731001, Class: 0.994867, Obj: 0.035464, No Obj: 0.000064, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.621793, Class: 0.999146, Obj: 0.136731, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433411, Class: 0.996265, Obj: 0.032098, No Obj: 0.000060, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.662086, Class: 0.999034, Obj: 0.776287, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790961, Class: 0.992771, Obj: 0.060169, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694032, Class: 0.997089, Obj: 0.131914, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849749, Class: 0.995350, Obj: 0.304495, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.853173, Class: 0.979563, Obj: 0.006157, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802439, Class: 0.999214, Obj: 0.356554, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699743, Class: 0.994683, Obj: 0.003498, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667928, Class: 0.996475, Obj: 0.108769, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1745: 0.357313, 0.402813 avg loss, 0.001000 rate, 3.907376 seconds, 111680 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650630, Class: 0.994297, Obj: 0.189109, No Obj: 0.000130, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.757839, Class: 0.996514, Obj: 0.072682, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.711306, Class: 0.990972, Obj: 0.013036, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754931, Class: 0.978484, Obj: 0.008071, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745252, Class: 0.998585, Obj: 0.118207, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900175, Class: 0.982830, Obj: 0.004691, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632882, Class: 0.992380, Obj: 0.178961, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710292, Class: 0.996835, Obj: 0.035343, No Obj: 0.000073, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.529460, Class: 0.995434, Obj: 0.000142, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655407, Class: 0.992180, Obj: 0.031701, No Obj: 0.000113, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.786472, Class: 0.997406, Obj: 0.093568, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.923643, Class: 0.915926, Obj: 0.000226, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612230, Class: 0.997051, Obj: 0.048762, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.842387, Class: 0.964567, Obj: 0.282209, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736545, Class: 0.991716, Obj: 0.493509, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696409, Class: 0.986790, Obj: 0.162159, No Obj: 0.000110, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765429, Class: 0.992580, Obj: 0.240566, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.720188, Class: 0.996391, Obj: 0.017630, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1746: 0.473342, 0.409866 avg loss, 0.001000 rate, 3.906668 seconds, 111744 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764701, Class: 0.996975, Obj: 0.162152, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.674149, Class: 0.996109, Obj: 0.016604, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909712, Class: 0.999581, Obj: 0.719782, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712538, Class: 0.993146, Obj: 0.166973, No Obj: 0.000077, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764580, Class: 0.957976, Obj: 0.203888, No Obj: 0.000159, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.669428, Class: 0.977436, Obj: 0.021281, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.793303, Class: 0.997941, Obj: 0.071566, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.774772, Class: 0.999904, Obj: 0.235847, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.469258, Class: 0.979416, Obj: 0.002698, No Obj: 0.000055, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866366, Class: 0.999816, Obj: 0.818967, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646553, Class: 0.996955, Obj: 0.050193, No Obj: 0.000091, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803094, Class: 0.997412, Obj: 0.184190, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614960, Class: 0.997694, Obj: 0.340393, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731542, Class: 0.993518, Obj: 0.262069, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708557, Class: 0.995679, Obj: 0.091430, No Obj: 0.000112, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751526, Class: 0.996331, Obj: 0.052316, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1747: 0.414447, 0.410324 avg loss, 0.001000 rate, 3.921124 seconds, 111808 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620723, Class: 0.996785, Obj: 0.145950, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.800131, Class: 0.998867, Obj: 0.267497, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.755451, Class: 0.960683, Obj: 0.001105, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763887, Class: 0.997365, Obj: 0.077225, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.620872, Class: 0.998115, Obj: 0.250923, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.792585, Class: 0.997700, Obj: 0.074867, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790007, Class: 0.998944, Obj: 0.016459, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846406, Class: 0.999967, Obj: 0.523862, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647585, Class: 0.995750, Obj: 0.002103, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700282, Class: 0.994241, Obj: 0.043897, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789030, Class: 0.999820, Obj: 0.575462, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724310, Class: 0.998662, Obj: 0.132556, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771972, Class: 0.994984, Obj: 0.139338, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.731799, Class: 0.974797, Obj: 0.003536, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774314, Class: 0.996626, Obj: 0.034229, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.594634, Class: 0.995520, Obj: 0.218453, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1748: 0.278090, 0.397101 avg loss, 0.001000 rate, 3.924203 seconds, 111872 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677882, Class: 0.995298, Obj: 0.074212, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.592326, Class: 0.995198, Obj: 0.030092, No Obj: 0.000055, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782847, Class: 0.994390, Obj: 0.203945, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756685, Class: 0.997127, Obj: 0.371549, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811552, Class: 0.997852, Obj: 0.152019, No Obj: 0.000098, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769295, Class: 0.995364, Obj: 0.193214, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.897272, Class: 0.995304, Obj: 0.038836, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.865388, Class: 0.996789, Obj: 0.383806, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.681655, Class: 0.941388, Obj: 0.000008, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630240, Class: 0.995027, Obj: 0.041246, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1749: 0.266224, 0.384013 avg loss, 0.001000 rate, 3.916318 seconds, 111936 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818353, Class: 0.992449, Obj: 0.531727, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768157, Class: 0.989082, Obj: 0.034826, No Obj: 0.000027, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762013, Class: 0.988873, Obj: 0.020469, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704074, Class: 0.996243, Obj: 0.082047, No Obj: 0.000089, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782348, Class: 0.998384, Obj: 0.188104, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762425, Class: 0.995911, Obj: 0.062829, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711362, Class: 0.991049, Obj: 0.058628, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733738, Class: 0.996337, Obj: 0.137684, No Obj: 0.000058, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.621715, Class: 0.976035, Obj: 0.364034, No Obj: 0.000289, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774166, Class: 0.988855, Obj: 0.171958, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754278, Class: 0.995735, Obj: 0.003062, No Obj: 0.000019, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588130, Class: 0.994277, Obj: 0.022856, No Obj: 0.000054, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897700, Class: 0.993156, Obj: 0.119832, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773728, Class: 0.996287, Obj: 0.106543, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567593, Class: 0.990001, Obj: 0.001097, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773672, Class: 0.996118, Obj: 0.102149, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1750: 0.458907, 0.391502 avg loss, 0.001000 rate, 3.940675 seconds, 112000 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.600277, Class: 0.939388, Obj: 0.000724, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.673683, Class: 0.981825, Obj: 0.057382, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743066, Class: 0.998768, Obj: 0.112224, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705056, Class: 0.993607, Obj: 0.023998, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736728, Class: 0.993176, Obj: 0.084224, No Obj: 0.000082, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.770095, Class: 0.991573, Obj: 0.359170, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.710422, Class: 0.984185, Obj: 0.013858, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705255, Class: 0.985380, Obj: 0.038465, No Obj: 0.000044, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631562, Class: 0.993541, Obj: 0.303091, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.656829, Class: 0.990103, Obj: 0.004517, No Obj: 0.000044, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770607, Class: 0.995611, Obj: 0.025664, No Obj: 0.000055, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646965, Class: 0.988675, Obj: 0.030557, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730374, Class: 0.990334, Obj: 0.006895, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858558, Class: 0.999701, Obj: 0.661129, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648676, Class: 0.987828, Obj: 0.042430, No Obj: 0.000078, .5R: 0.888889, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737017, Class: 0.993742, Obj: 0.087596, No Obj: 0.000043, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1751: 0.460963, 0.398448 avg loss, 0.001000 rate, 3.935054 seconds, 112064 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.661587, Class: 0.986058, Obj: 0.139887, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738025, Class: 0.960369, Obj: 0.180975, No Obj: 0.000229, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739592, Class: 0.990384, Obj: 0.232217, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715350, Class: 0.994250, Obj: 0.033215, No Obj: 0.000055, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695069, Class: 0.995164, Obj: 0.040966, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.833156, Class: 0.998183, Obj: 0.183629, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883531, Class: 0.998140, Obj: 0.204010, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830032, Class: 0.999134, Obj: 0.777154, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781985, Class: 0.992613, Obj: 0.081011, No Obj: 0.000073, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.546132, Class: 0.970734, Obj: 0.000385, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.909285, Class: 0.986051, Obj: 0.002219, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746985, Class: 0.992504, Obj: 0.072747, No Obj: 0.000091, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721165, Class: 0.996952, Obj: 0.141025, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000386, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746185, Class: 0.996930, Obj: 0.171435, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1752: 0.399923, 0.398596 avg loss, 0.001000 rate, 3.926701 seconds, 112128 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740737, Class: 0.991640, Obj: 0.036864, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826097, Class: 0.995518, Obj: 0.129193, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.608097, Class: 0.968283, Obj: 0.026520, No Obj: 0.000296, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686288, Class: 0.992509, Obj: 0.176210, No Obj: 0.000191, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775578, Class: 0.980361, Obj: 0.000969, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829831, Class: 0.985734, Obj: 0.006570, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.458657, Class: 0.996499, Obj: 0.097303, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655299, Class: 0.996192, Obj: 0.137122, No Obj: 0.000166, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783106, Class: 0.988837, Obj: 0.025183, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.871441, Class: 0.995876, Obj: 0.474555, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753390, Class: 0.999972, Obj: 0.117663, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760748, Class: 0.997765, Obj: 0.174767, No Obj: 0.000142, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631440, Class: 0.996091, Obj: 0.184064, No Obj: 0.000145, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1753: 0.386682, 0.397404 avg loss, 0.001000 rate, 3.908432 seconds, 112192 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721777, Class: 0.992752, Obj: 0.018955, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.512097, Class: 0.977937, Obj: 0.116235, No Obj: 0.000083, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564876, Class: 0.997765, Obj: 0.364035, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724031, Class: 0.994016, Obj: 0.254137, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.555400, Class: 0.866612, Obj: 0.000093, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.802027, Class: 0.995691, Obj: 0.043951, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748978, Class: 0.990217, Obj: 0.178237, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847053, Class: 0.995763, Obj: 0.132058, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.846238, Class: 0.990661, Obj: 0.038416, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646809, Class: 0.998074, Obj: 0.162845, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790170, Class: 0.995739, Obj: 0.364130, No Obj: 0.000183, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658418, Class: 0.994790, Obj: 0.214765, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752020, Class: 0.998758, Obj: 0.021588, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694969, Class: 0.993691, Obj: 0.183603, No Obj: 0.000276, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840748, Class: 0.997195, Obj: 0.011559, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695032, Class: 0.998275, Obj: 0.377968, No Obj: 0.000134, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1754: 0.464489, 0.404113 avg loss, 0.001000 rate, 3.925035 seconds, 112256 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791836, Class: 0.996953, Obj: 0.104542, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.539562, Class: 0.993875, Obj: 0.254669, No Obj: 0.000107, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754385, Class: 0.995927, Obj: 0.324670, No Obj: 0.000150, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782918, Class: 0.996868, Obj: 0.273078, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682885, Class: 0.994187, Obj: 0.139311, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674977, Class: 0.964441, Obj: 0.045280, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758622, Class: 0.992076, Obj: 0.197050, No Obj: 0.000144, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.748474, Class: 0.989938, Obj: 0.015002, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772994, Class: 0.994624, Obj: 0.212935, No Obj: 0.000176, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807825, Class: 0.988005, Obj: 0.178857, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770683, Class: 0.997779, Obj: 0.127872, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1755: 0.337195, 0.397421 avg loss, 0.001000 rate, 3.926405 seconds, 112320 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838508, Class: 0.999393, Obj: 0.040544, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797632, Class: 0.993175, Obj: 0.070099, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.909357, Class: 0.974724, Obj: 0.495904, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.616938, Class: 0.898928, Obj: 0.002870, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.781921, Class: 0.990427, Obj: 0.102722, No Obj: 0.000044, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827271, Class: 0.999930, Obj: 0.346163, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660134, Class: 0.991451, Obj: 0.034837, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710459, Class: 0.996172, Obj: 0.025946, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.702458, Class: 0.995113, Obj: 0.088074, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.613141, Class: 0.996423, Obj: 0.016121, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.682654, Class: 0.994746, Obj: 0.133163, No Obj: 0.000144, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660950, Class: 0.991944, Obj: 0.076578, No Obj: 0.000069, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000379, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850937, Class: 0.998834, Obj: 0.087752, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.688310, Class: 0.998732, Obj: 0.137940, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839751, Class: 0.998078, Obj: 0.153949, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678221, Class: 0.994065, Obj: 0.066894, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1756: 0.432922, 0.400971 avg loss, 0.001000 rate, 3.923404 seconds, 112384 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809846, Class: 0.999155, Obj: 0.433531, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630733, Class: 0.992029, Obj: 0.097652, No Obj: 0.000101, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.551191, Class: 0.991105, Obj: 0.076851, No Obj: 0.000144, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.771922, Class: 0.990317, Obj: 0.035528, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777097, Class: 0.995579, Obj: 0.121598, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603386, Class: 0.990231, Obj: 0.007934, No Obj: 0.000023, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.621718, Class: 0.914097, Obj: 0.314348, No Obj: 0.000652, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.760944, Class: 0.967956, Obj: 0.072214, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707929, Class: 0.994806, Obj: 0.178467, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866786, Class: 0.999221, Obj: 0.351233, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764522, Class: 0.996292, Obj: 0.102520, No Obj: 0.000068, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649954, Class: 0.994853, Obj: 0.046890, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639590, Class: 0.992800, Obj: 0.054615, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.613060, Class: 0.998268, Obj: 0.727281, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856525, Class: 0.999695, Obj: 0.075593, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782006, Class: 0.994081, Obj: 0.033619, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1757: 0.365281, 0.397402 avg loss, 0.001000 rate, 3.925373 seconds, 112448 images Loaded: 0.000083 seconds Region 82 Avg IOU: 0.790260, Class: 0.998223, Obj: 0.472425, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.700612, Class: 0.978918, Obj: 0.102282, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816869, Class: 0.999639, Obj: 0.308371, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773327, Class: 0.996187, Obj: 0.114283, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.878963, Class: 0.997421, Obj: 0.776099, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749520, Class: 0.992450, Obj: 0.179470, No Obj: 0.000218, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.580415, Class: 0.993535, Obj: 0.045586, No Obj: 0.000101, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931591, Class: 0.998737, Obj: 0.739729, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707501, Class: 0.990408, Obj: 0.054620, No Obj: 0.000083, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675440, Class: 0.997113, Obj: 0.015347, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723178, Class: 0.984263, Obj: 0.059551, No Obj: 0.000058, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805148, Class: 0.994084, Obj: 0.285180, No Obj: 0.000304, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.768355, Class: 0.997227, Obj: 0.109041, No Obj: 0.000078, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879112, Class: 0.995153, Obj: 0.160427, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.782919, Class: 0.995851, Obj: 0.108411, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.491501, Class: 0.988160, Obj: 0.008282, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553221, Class: 0.994076, Obj: 0.084547, No Obj: 0.000052, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1758: 0.491041, 0.406766 avg loss, 0.001000 rate, 3.925292 seconds, 112512 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.455136, Class: 0.995765, Obj: 0.008666, No Obj: 0.000105, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.703042, Class: 0.996360, Obj: 0.195447, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720756, Class: 0.995024, Obj: 0.331946, No Obj: 0.000115, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.641553, Class: 0.991618, Obj: 0.222293, No Obj: 0.000338, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.731116, Class: 0.994484, Obj: 0.027409, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772409, Class: 0.983503, Obj: 0.017908, No Obj: 0.000040, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827004, Class: 0.999909, Obj: 0.694171, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772215, Class: 0.993258, Obj: 0.033659, No Obj: 0.000062, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779193, Class: 0.996814, Obj: 0.020487, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.856788, Class: 0.980554, Obj: 0.194559, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.671052, Class: 0.983459, Obj: 0.003381, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722938, Class: 0.995756, Obj: 0.158511, No Obj: 0.000092, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.700875, Class: 0.979378, Obj: 0.273114, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788387, Class: 0.998361, Obj: 0.365411, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815741, Class: 0.996014, Obj: 0.079393, No Obj: 0.000072, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917669, Class: 0.995902, Obj: 0.074192, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685793, Class: 0.999171, Obj: 0.131815, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693070, Class: 0.994280, Obj: 0.186597, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1759: 0.377711, 0.403861 avg loss, 0.001000 rate, 3.904938 seconds, 112576 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866832, Class: 0.999699, Obj: 0.064764, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631166, Class: 0.965443, Obj: 0.241872, No Obj: 0.000106, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637404, Class: 0.994379, Obj: 0.459843, No Obj: 0.000289, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.708245, Class: 0.995486, Obj: 0.108380, No Obj: 0.000107, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730926, Class: 0.992918, Obj: 0.179543, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758950, Class: 0.996826, Obj: 0.012483, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700570, Class: 0.995087, Obj: 0.158274, No Obj: 0.000115, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.922749, Class: 0.985426, Obj: 0.660894, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783635, Class: 0.994561, Obj: 0.124146, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732023, Class: 0.997058, Obj: 0.143102, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649883, Class: 0.995767, Obj: 0.028462, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.655868, Class: 0.990049, Obj: 0.105135, No Obj: 0.000137, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846665, Class: 0.998847, Obj: 0.567321, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753383, Class: 0.984821, Obj: 0.127711, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669961, Class: 0.999947, Obj: 0.773851, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792076, Class: 0.996962, Obj: 0.280864, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1760: 0.425438, 0.406018 avg loss, 0.001000 rate, 3.922587 seconds, 112640 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689739, Class: 0.985771, Obj: 0.124105, No Obj: 0.000107, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696662, Class: 0.994637, Obj: 0.169165, No Obj: 0.000178, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750002, Class: 0.995743, Obj: 0.102140, No Obj: 0.000121, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683379, Class: 0.998665, Obj: 0.061034, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.750860, Class: 0.993906, Obj: 0.303436, No Obj: 0.000359, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.763023, Class: 0.993947, Obj: 0.101144, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751978, Class: 0.994802, Obj: 0.457070, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710341, Class: 0.998356, Obj: 0.176238, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.457371, Class: 0.988838, Obj: 0.030867, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1761: 0.307901, 0.396207 avg loss, 0.001000 rate, 3.916278 seconds, 112704 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925044, Class: 0.998597, Obj: 0.201718, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761677, Class: 0.994730, Obj: 0.092086, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771953, Class: 0.994657, Obj: 0.308084, No Obj: 0.000382, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.669113, Class: 0.962542, Obj: 0.175425, No Obj: 0.000123, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752809, Class: 0.994780, Obj: 0.214923, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.801773, Class: 0.993530, Obj: 0.021153, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824741, Class: 0.997546, Obj: 0.475466, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.597902, Class: 0.990696, Obj: 0.036318, No Obj: 0.000095, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586792, Class: 0.992565, Obj: 0.086380, No Obj: 0.000116, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777178, Class: 0.994647, Obj: 0.454840, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.891945, Class: 0.997060, Obj: 0.286053, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690429, Class: 0.999170, Obj: 0.663247, No Obj: 0.000298, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716609, Class: 0.996082, Obj: 0.236887, No Obj: 0.000089, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1762: 0.467700, 0.403356 avg loss, 0.001000 rate, 3.924898 seconds, 112768 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.432703, Class: 0.935499, Obj: 0.007677, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613629, Class: 0.993930, Obj: 0.108772, No Obj: 0.000113, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802220, Class: 0.996947, Obj: 0.196917, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746739, Class: 0.997301, Obj: 0.215674, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800000, Class: 0.999971, Obj: 0.809715, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863564, Class: 0.998150, Obj: 0.441413, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.780784, Class: 0.995942, Obj: 0.312198, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543883, Class: 0.995883, Obj: 0.167297, No Obj: 0.000111, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873550, Class: 0.998515, Obj: 0.228895, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634723, Class: 0.994438, Obj: 0.137125, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835736, Class: 0.990192, Obj: 0.013246, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821299, Class: 0.999924, Obj: 0.122567, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674754, Class: 0.994299, Obj: 0.082551, No Obj: 0.000105, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1763: 0.352875, 0.398308 avg loss, 0.001000 rate, 3.927485 seconds, 112832 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899476, Class: 0.996446, Obj: 0.103994, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.500992, Class: 0.987465, Obj: 0.003975, No Obj: 0.000040, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728786, Class: 0.994389, Obj: 0.186385, No Obj: 0.000114, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.652664, Class: 0.933237, Obj: 0.019047, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.660441, Class: 0.988850, Obj: 0.279899, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.653056, Class: 0.994122, Obj: 0.151834, No Obj: 0.000114, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729125, Class: 0.995951, Obj: 0.045899, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633988, Class: 0.861675, Obj: 0.000092, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681581, Class: 0.990470, Obj: 0.162807, No Obj: 0.000098, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771370, Class: 0.996471, Obj: 0.195174, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879409, Class: 0.999645, Obj: 0.640574, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817724, Class: 0.998526, Obj: 0.315511, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727932, Class: 0.996840, Obj: 0.046592, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1764: 0.392961, 0.397773 avg loss, 0.001000 rate, 3.920667 seconds, 112896 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663179, Class: 0.976644, Obj: 0.032866, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742745, Class: 0.995161, Obj: 0.147685, No Obj: 0.000089, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831832, Class: 0.981678, Obj: 0.137969, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875042, Class: 0.997048, Obj: 0.368681, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.640644, Class: 0.996247, Obj: 0.131558, No Obj: 0.000101, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.779575, Class: 0.997661, Obj: 0.727229, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.700943, Class: 0.999241, Obj: 0.646390, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760132, Class: 0.996427, Obj: 0.400997, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.726769, Class: 0.991291, Obj: 0.554060, No Obj: 0.000462, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724875, Class: 0.995549, Obj: 0.147950, No Obj: 0.000100, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718576, Class: 0.994234, Obj: 0.308301, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.722896, Class: 0.998292, Obj: 0.054280, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.777764, Class: 0.997230, Obj: 0.600804, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.753013, Class: 0.999864, Obj: 0.283245, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.765814, Class: 0.993201, Obj: 0.099393, No Obj: 0.000156, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826239, Class: 0.996907, Obj: 0.123196, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747471, Class: 0.997111, Obj: 0.135542, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1765: 0.438410, 0.401837 avg loss, 0.001000 rate, 3.924414 seconds, 112960 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864119, Class: 0.999740, Obj: 0.805352, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813174, Class: 0.994001, Obj: 0.068786, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735151, Class: 0.996334, Obj: 0.098067, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809534, Class: 0.999459, Obj: 0.705596, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727979, Class: 0.995651, Obj: 0.081487, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779838, Class: 0.998420, Obj: 0.085996, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787278, Class: 0.996868, Obj: 0.241556, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854884, Class: 0.995385, Obj: 0.453326, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771083, Class: 0.991891, Obj: 0.052187, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786550, Class: 0.997157, Obj: 0.151434, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558319, Class: 0.997265, Obj: 0.070909, No Obj: 0.000068, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.845776, Class: 0.990924, Obj: 0.480292, No Obj: 0.000359, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.674373, Class: 0.990276, Obj: 0.176291, No Obj: 0.000134, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.608262, Class: 0.981405, Obj: 0.038017, No Obj: 0.000073, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574710, Class: 0.998909, Obj: 0.212296, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698663, Class: 0.984314, Obj: 0.001623, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1766: 0.373110, 0.398964 avg loss, 0.001000 rate, 3.904116 seconds, 113024 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615082, Class: 0.997236, Obj: 0.003876, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673109, Class: 0.995108, Obj: 0.133755, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663136, Class: 0.999771, Obj: 0.210157, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.816977, Class: 0.993446, Obj: 0.047833, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623114, Class: 0.996987, Obj: 0.135743, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805266, Class: 0.999887, Obj: 0.317512, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716139, Class: 0.997976, Obj: 0.236300, No Obj: 0.000129, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817934, Class: 0.991936, Obj: 0.208996, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704674, Class: 0.996650, Obj: 0.398230, No Obj: 0.000124, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752989, Class: 0.996179, Obj: 0.148215, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611089, Class: 0.999927, Obj: 0.609694, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818417, Class: 0.998166, Obj: 0.356298, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651814, Class: 0.995729, Obj: 0.093852, No Obj: 0.000126, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1767: 0.349063, 0.393974 avg loss, 0.001000 rate, 3.921805 seconds, 113088 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807631, Class: 0.999830, Obj: 0.216691, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650069, Class: 0.915952, Obj: 0.175546, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749241, Class: 0.993903, Obj: 0.004016, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705190, Class: 0.998049, Obj: 0.127530, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.649909, Class: 0.993935, Obj: 0.096776, No Obj: 0.000090, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650170, Class: 0.993711, Obj: 0.012773, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679226, Class: 0.995206, Obj: 0.073611, No Obj: 0.000116, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876033, Class: 0.999144, Obj: 0.532413, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704567, Class: 0.995499, Obj: 0.091132, No Obj: 0.000089, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.817344, Class: 0.992434, Obj: 0.569501, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818021, Class: 0.998969, Obj: 0.482817, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736849, Class: 0.996421, Obj: 0.101703, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722335, Class: 0.997218, Obj: 0.134340, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.809333, Class: 0.996654, Obj: 0.109466, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540489, Class: 0.939150, Obj: 0.003976, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701340, Class: 0.996211, Obj: 0.076371, No Obj: 0.000090, .5R: 0.714286, .75R: 0.571429, count: 7 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1768: 0.487621, 0.403339 avg loss, 0.001000 rate, 3.930843 seconds, 113152 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670724, Class: 0.983366, Obj: 0.009909, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729876, Class: 0.996737, Obj: 0.093387, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704995, Class: 0.993732, Obj: 0.240526, No Obj: 0.000169, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.463984, Class: 0.996501, Obj: 0.461254, No Obj: 0.000300, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.588571, Class: 0.950316, Obj: 0.000988, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680577, Class: 0.994463, Obj: 0.071483, No Obj: 0.000160, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796058, Class: 0.987778, Obj: 0.097949, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700715, Class: 0.996101, Obj: 0.245111, No Obj: 0.000116, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570335, Class: 0.992191, Obj: 0.196427, No Obj: 0.000085, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679257, Class: 0.997739, Obj: 0.151220, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.789392, Class: 0.964081, Obj: 0.014136, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747420, Class: 0.997417, Obj: 0.149851, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.547107, Class: 0.984782, Obj: 0.040525, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612424, Class: 0.994219, Obj: 0.156041, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1769: 0.533192, 0.416324 avg loss, 0.001000 rate, 3.904587 seconds, 113216 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879296, Class: 0.999503, Obj: 0.078312, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857168, Class: 0.997465, Obj: 0.284382, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784340, Class: 0.991742, Obj: 0.002335, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.587685, Class: 0.985925, Obj: 0.004092, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611514, Class: 0.994168, Obj: 0.080297, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666325, Class: 0.991013, Obj: 0.071925, No Obj: 0.000058, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.577312, Class: 0.995640, Obj: 0.058683, No Obj: 0.000080, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752841, Class: 0.993794, Obj: 0.093603, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.697845, Class: 0.997925, Obj: 0.085643, No Obj: 0.000110, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755780, Class: 0.996472, Obj: 0.109675, No Obj: 0.000121, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.732928, Class: 0.984877, Obj: 0.533312, No Obj: 0.000297, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.672164, Class: 0.981980, Obj: 0.001536, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.739375, Class: 0.995213, Obj: 0.015660, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1770: 0.436114, 0.418303 avg loss, 0.001000 rate, 3.912223 seconds, 113280 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780884, Class: 0.999510, Obj: 0.017650, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.676060, Class: 0.996577, Obj: 0.283306, No Obj: 0.000172, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.885506, Class: 0.968209, Obj: 0.062434, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659508, Class: 0.992154, Obj: 0.173487, No Obj: 0.000112, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753293, Class: 0.993920, Obj: 0.236423, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683411, Class: 0.992678, Obj: 0.127319, No Obj: 0.000099, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682200, Class: 0.971616, Obj: 0.022873, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.828528, Class: 0.994929, Obj: 0.238509, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704956, Class: 0.997243, Obj: 0.121533, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677265, Class: 0.993944, Obj: 0.047411, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745284, Class: 0.991253, Obj: 0.289543, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.626423, Class: 0.984991, Obj: 0.143113, No Obj: 0.000106, .5R: 0.833333, .75R: 0.000000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1771: 0.570429, 0.433516 avg loss, 0.001000 rate, 3.900843 seconds, 113344 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574623, Class: 0.997170, Obj: 0.033830, No Obj: 0.000039, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.800931, Class: 0.997218, Obj: 0.799411, No Obj: 0.000439, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780717, Class: 0.998296, Obj: 0.267940, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655626, Class: 0.996500, Obj: 0.208101, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.492129, Class: 0.987488, Obj: 0.004554, No Obj: 0.000047, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691050, Class: 0.990727, Obj: 0.161567, No Obj: 0.000188, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.869087, Class: 0.998117, Obj: 0.848658, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.700547, Class: 0.998491, Obj: 0.097242, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715602, Class: 0.997242, Obj: 0.191379, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.769705, Class: 0.996772, Obj: 0.150759, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786098, Class: 0.999289, Obj: 0.069867, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.540944, Class: 0.997511, Obj: 0.311832, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661159, Class: 0.994386, Obj: 0.130464, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722201, Class: 0.997244, Obj: 0.200574, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863817, Class: 0.986539, Obj: 0.190302, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716230, Class: 0.993377, Obj: 0.057940, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1772: 0.397630, 0.429927 avg loss, 0.001000 rate, 3.909051 seconds, 113408 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867128, Class: 0.999425, Obj: 0.387835, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711534, Class: 0.990256, Obj: 0.029165, No Obj: 0.000094, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.846496, Class: 0.993983, Obj: 0.321136, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.693704, Class: 0.973726, Obj: 0.221985, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773342, Class: 0.995481, Obj: 0.420925, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.674826, Class: 0.992173, Obj: 0.010091, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825945, Class: 0.999362, Obj: 0.822897, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732591, Class: 0.984544, Obj: 0.032928, No Obj: 0.000113, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784136, Class: 0.996056, Obj: 0.629881, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696257, Class: 0.995129, Obj: 0.232563, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.677874, Class: 0.997753, Obj: 0.837537, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.907615, Class: 0.997889, Obj: 0.478642, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771354, Class: 0.997471, Obj: 0.145676, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.666838, Class: 0.982391, Obj: 0.007227, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.739237, Class: 0.994280, Obj: 0.090608, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690943, Class: 0.991053, Obj: 0.160585, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737821, Class: 0.981231, Obj: 0.005453, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694049, Class: 0.995239, Obj: 0.263805, No Obj: 0.000157, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.706144, Class: 0.950580, Obj: 0.174265, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.836046, Class: 0.999972, Obj: 0.153462, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761575, Class: 0.996090, Obj: 0.043846, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1773: 0.467281, 0.433663 avg loss, 0.001000 rate, 3.901571 seconds, 113472 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766867, Class: 0.992085, Obj: 0.036991, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.829783, Class: 0.994902, Obj: 0.109186, No Obj: 0.000150, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.837628, Class: 0.959382, Obj: 0.028319, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.788747, Class: 0.994551, Obj: 0.783423, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790692, Class: 0.988963, Obj: 0.153926, No Obj: 0.000207, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828640, Class: 0.999025, Obj: 0.215558, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799768, Class: 0.998193, Obj: 0.367803, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791004, Class: 0.996427, Obj: 0.144165, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729542, Class: 0.996922, Obj: 0.295278, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.590302, Class: 0.997150, Obj: 0.419574, No Obj: 0.000053, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890902, Class: 0.999912, Obj: 0.472047, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794503, Class: 0.997187, Obj: 0.193936, No Obj: 0.000157, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759007, Class: 0.997626, Obj: 0.185628, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.643148, Class: 0.996974, Obj: 0.129543, No Obj: 0.000100, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858580, Class: 0.979886, Obj: 0.025410, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1774: 0.369286, 0.427225 avg loss, 0.001000 rate, 3.908080 seconds, 113536 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727864, Class: 0.997349, Obj: 0.235934, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695118, Class: 0.999383, Obj: 0.036715, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648386, Class: 0.993634, Obj: 0.108511, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.847650, Class: 0.990827, Obj: 0.003928, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.594646, Class: 0.992644, Obj: 0.245023, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.468079, Class: 0.976956, Obj: 0.000023, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811052, Class: 0.999037, Obj: 0.144347, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695411, Class: 0.994413, Obj: 0.180401, No Obj: 0.000154, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689633, Class: 0.983948, Obj: 0.058712, No Obj: 0.000051, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777241, Class: 0.993062, Obj: 0.012013, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.887548, Class: 0.997449, Obj: 0.055093, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811366, Class: 0.993489, Obj: 0.129390, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.803116, Class: 0.997183, Obj: 0.040074, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1775: 0.435815, 0.428084 avg loss, 0.001000 rate, 3.918073 seconds, 113600 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762805, Class: 0.994121, Obj: 0.330065, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.585645, Class: 0.991867, Obj: 0.019515, No Obj: 0.000061, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747434, Class: 0.998638, Obj: 0.526512, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826024, Class: 0.997109, Obj: 0.010698, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719447, Class: 0.998892, Obj: 0.874363, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761197, Class: 0.999509, Obj: 0.915982, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804644, Class: 0.995153, Obj: 0.161784, No Obj: 0.000151, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802482, Class: 0.973693, Obj: 0.208306, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.861060, Class: 0.994595, Obj: 0.112475, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720988, Class: 0.995443, Obj: 0.347162, No Obj: 0.000301, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675542, Class: 0.992038, Obj: 0.060185, No Obj: 0.000030, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.660270, Class: 0.976540, Obj: 0.060355, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.829554, Class: 0.990040, Obj: 0.218033, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734836, Class: 0.997117, Obj: 0.158801, No Obj: 0.000114, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710732, Class: 0.997300, Obj: 0.267387, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.653167, Class: 0.987921, Obj: 0.012598, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1776: 0.400520, 0.425328 avg loss, 0.001000 rate, 3.905668 seconds, 113664 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845586, Class: 0.995763, Obj: 0.349202, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731728, Class: 0.994828, Obj: 0.213887, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843064, Class: 0.963457, Obj: 0.000265, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756469, Class: 0.972519, Obj: 0.094218, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724782, Class: 0.981520, Obj: 0.347777, No Obj: 0.000338, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811056, Class: 0.991627, Obj: 0.168516, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721821, Class: 0.996908, Obj: 0.027589, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.586803, Class: 0.993544, Obj: 0.016408, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.665492, Class: 0.993761, Obj: 0.386938, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.783034, Class: 0.995881, Obj: 0.053085, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626384, Class: 0.991186, Obj: 0.295763, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.804545, Class: 0.996599, Obj: 0.022472, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719656, Class: 0.989772, Obj: 0.443756, No Obj: 0.000341, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810763, Class: 0.996792, Obj: 0.153184, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772881, Class: 0.993235, Obj: 0.059677, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1777: 0.391685, 0.421963 avg loss, 0.001000 rate, 3.920513 seconds, 113728 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797252, Class: 0.985853, Obj: 0.114458, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.736859, Class: 0.993526, Obj: 0.072559, No Obj: 0.000098, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850394, Class: 0.998775, Obj: 0.109135, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.716560, Class: 0.983018, Obj: 0.488513, No Obj: 0.000439, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441215, Class: 0.998402, Obj: 0.089379, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641485, Class: 0.993816, Obj: 0.016150, No Obj: 0.000064, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713849, Class: 0.993416, Obj: 0.109210, No Obj: 0.000088, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877427, Class: 0.984610, Obj: 0.627390, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.614605, Class: 0.994934, Obj: 0.071719, No Obj: 0.000040, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733231, Class: 0.996854, Obj: 0.064485, No Obj: 0.000042, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702945, Class: 0.999552, Obj: 0.853706, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775009, Class: 0.996512, Obj: 0.104353, No Obj: 0.000040, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1778: 0.412991, 0.421066 avg loss, 0.001000 rate, 3.922604 seconds, 113792 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693169, Class: 0.996631, Obj: 0.467051, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700218, Class: 0.991170, Obj: 0.133029, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.815986, Class: 0.993002, Obj: 0.032530, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.860180, Class: 0.992540, Obj: 0.782420, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707819, Class: 0.978979, Obj: 0.049227, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544020, Class: 0.993909, Obj: 0.049842, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820131, Class: 0.999002, Obj: 0.054316, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771073, Class: 0.982264, Obj: 0.161667, No Obj: 0.000191, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638359, Class: 0.987837, Obj: 0.000787, No Obj: 0.000026, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.688537, Class: 0.995074, Obj: 0.189874, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.791293, Class: 0.991678, Obj: 0.551356, No Obj: 0.000305, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.688689, Class: 0.861719, Obj: 0.180693, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729225, Class: 0.998292, Obj: 0.352257, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747972, Class: 0.997585, Obj: 0.180736, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640078, Class: 0.998518, Obj: 0.168378, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.776506, Class: 0.985090, Obj: 0.053026, No Obj: 0.000060, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1779: 0.351525, 0.414112 avg loss, 0.001000 rate, 3.911354 seconds, 113856 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630851, Class: 0.997999, Obj: 0.105192, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.843194, Class: 0.965130, Obj: 0.100817, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842508, Class: 0.997414, Obj: 0.125690, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829838, Class: 0.997378, Obj: 0.254243, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.579132, Class: 0.996146, Obj: 0.277687, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657054, Class: 0.997755, Obj: 0.258649, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781022, Class: 0.986905, Obj: 0.011556, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.890319, Class: 0.999593, Obj: 0.322714, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.356857, Class: 0.802158, Obj: 0.014724, No Obj: 0.000335, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.810373, Class: 0.999762, Obj: 0.029002, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759472, Class: 0.994808, Obj: 0.150835, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886022, Class: 0.999708, Obj: 0.464447, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649324, Class: 0.999889, Obj: 0.155100, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775017, Class: 0.996780, Obj: 0.112105, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751860, Class: 0.997046, Obj: 0.299712, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1780: 0.239632, 0.396664 avg loss, 0.001000 rate, 3.905066 seconds, 113920 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742260, Class: 0.989115, Obj: 0.094691, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725056, Class: 0.993689, Obj: 0.107658, No Obj: 0.000136, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603113, Class: 0.995833, Obj: 0.026831, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684587, Class: 0.996616, Obj: 0.198203, No Obj: 0.000140, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898164, Class: 0.996806, Obj: 0.621026, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711963, Class: 0.994635, Obj: 0.104908, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.799913, Class: 0.997801, Obj: 0.116077, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823066, Class: 0.993102, Obj: 0.025093, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734341, Class: 0.995114, Obj: 0.138713, No Obj: 0.000111, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864142, Class: 0.999880, Obj: 0.148641, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817843, Class: 0.996911, Obj: 0.297095, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762637, Class: 0.993034, Obj: 0.145078, No Obj: 0.000121, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.712476, Class: 0.953874, Obj: 0.048602, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692383, Class: 0.992123, Obj: 0.096860, No Obj: 0.000120, .5R: 0.900000, .75R: 0.300000, count: 10 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1781: 0.473622, 0.404360 avg loss, 0.001000 rate, 3.904827 seconds, 113984 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743008, Class: 0.987394, Obj: 0.342369, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.600735, Class: 0.978456, Obj: 0.000887, No Obj: 0.000051, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726434, Class: 0.996556, Obj: 0.271367, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821476, Class: 0.999282, Obj: 0.358434, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728127, Class: 0.993303, Obj: 0.121131, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725845, Class: 0.964821, Obj: 0.066326, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761514, Class: 0.987371, Obj: 0.153606, No Obj: 0.000150, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749984, Class: 0.992682, Obj: 0.259924, No Obj: 0.000157, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.689266, Class: 0.987473, Obj: 0.010458, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.690761, Class: 0.993842, Obj: 0.037721, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.662562, Class: 0.997805, Obj: 0.261970, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839300, Class: 0.998005, Obj: 0.291670, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756361, Class: 0.996179, Obj: 0.027709, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824832, Class: 0.996990, Obj: 0.081214, No Obj: 0.000148, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.772455, Class: 0.993907, Obj: 0.096946, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1782: 0.452665, 0.409190 avg loss, 0.001000 rate, 3.930317 seconds, 114048 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727706, Class: 0.996844, Obj: 0.160332, No Obj: 0.000131, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.826866, Class: 0.988004, Obj: 0.033567, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.771517, Class: 0.995373, Obj: 0.056678, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777560, Class: 0.996555, Obj: 0.174233, No Obj: 0.000148, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642053, Class: 0.986190, Obj: 0.138038, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.532534, Class: 0.992228, Obj: 0.581774, No Obj: 0.000303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774969, Class: 0.999627, Obj: 0.561198, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683298, Class: 0.996444, Obj: 0.241533, No Obj: 0.000167, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632767, Class: 0.991538, Obj: 0.182551, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.784641, Class: 0.995574, Obj: 0.124764, No Obj: 0.000135, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818266, Class: 0.992128, Obj: 0.072774, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805145, Class: 0.996787, Obj: 0.805646, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.837176, Class: 0.998926, Obj: 0.550819, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819272, Class: 0.997697, Obj: 0.171584, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.677727, Class: 0.993779, Obj: 0.133037, No Obj: 0.000191, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755084, Class: 0.991864, Obj: 0.276498, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1783: 0.443794, 0.412651 avg loss, 0.001000 rate, 3.906277 seconds, 114112 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842369, Class: 0.999334, Obj: 0.669743, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.512476, Class: 0.977178, Obj: 0.191188, No Obj: 0.000101, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764503, Class: 0.997502, Obj: 0.222080, No Obj: 0.000192, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792444, Class: 0.993034, Obj: 0.160797, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730328, Class: 0.996319, Obj: 0.320960, No Obj: 0.000167, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859103, Class: 0.988682, Obj: 0.098764, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772858, Class: 0.994160, Obj: 0.216526, No Obj: 0.000196, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686259, Class: 0.978695, Obj: 0.000019, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732734, Class: 0.996827, Obj: 0.186317, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675461, Class: 0.995540, Obj: 0.098492, No Obj: 0.000210, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.634956, Class: 0.967008, Obj: 0.782549, No Obj: 0.000404, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803178, Class: 0.993373, Obj: 0.253640, No Obj: 0.000180, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.863500, Class: 0.994812, Obj: 0.214099, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.702424, Class: 0.977945, Obj: 0.016446, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717940, Class: 0.995962, Obj: 0.167601, No Obj: 0.000138, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1784: 0.522809, 0.423666 avg loss, 0.001000 rate, 3.912150 seconds, 114176 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813488, Class: 0.996680, Obj: 0.015155, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699501, Class: 0.996736, Obj: 0.083684, No Obj: 0.000102, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892496, Class: 0.980309, Obj: 0.014628, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767643, Class: 0.996868, Obj: 0.373950, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722929, Class: 0.994133, Obj: 0.278357, No Obj: 0.000176, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805467, Class: 0.987576, Obj: 0.057921, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.798235, Class: 0.994098, Obj: 0.259097, No Obj: 0.000181, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711628, Class: 0.998758, Obj: 0.209774, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835622, Class: 0.999204, Obj: 0.001924, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739146, Class: 0.992897, Obj: 0.191112, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878178, Class: 0.992064, Obj: 0.233653, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767382, Class: 0.996929, Obj: 0.111025, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1785: 0.344189, 0.415719 avg loss, 0.001000 rate, 3.909024 seconds, 114240 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907266, Class: 0.977715, Obj: 0.018335, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680545, Class: 0.994022, Obj: 0.046837, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739296, Class: 0.997077, Obj: 0.416889, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736450, Class: 0.996738, Obj: 0.050066, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773038, Class: 0.992519, Obj: 0.097432, No Obj: 0.000163, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739485, Class: 0.999048, Obj: 0.254219, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817820, Class: 0.991501, Obj: 0.072513, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.548003, Class: 0.999075, Obj: 0.040368, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767586, Class: 0.996212, Obj: 0.284774, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863766, Class: 0.999204, Obj: 0.232745, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798358, Class: 0.995037, Obj: 0.185012, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1786: 0.295443, 0.403691 avg loss, 0.001000 rate, 3.905969 seconds, 114304 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659465, Class: 0.997253, Obj: 0.035913, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.755132, Class: 0.993378, Obj: 0.025643, No Obj: 0.000048, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746843, Class: 0.972286, Obj: 0.043017, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.754554, Class: 0.994141, Obj: 0.172964, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633162, Class: 0.996229, Obj: 0.741040, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728896, Class: 0.995800, Obj: 0.152699, No Obj: 0.000149, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712448, Class: 0.995210, Obj: 0.082092, No Obj: 0.000118, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862070, Class: 0.992586, Obj: 0.117971, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741208, Class: 0.988687, Obj: 0.047406, No Obj: 0.000105, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835468, Class: 0.998621, Obj: 0.678888, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773803, Class: 0.997541, Obj: 0.273915, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835774, Class: 0.999052, Obj: 0.462347, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764867, Class: 0.998348, Obj: 0.195968, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857461, Class: 0.999597, Obj: 0.544850, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607808, Class: 0.996649, Obj: 0.219195, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1787: 0.409793, 0.404301 avg loss, 0.001000 rate, 3.926381 seconds, 114368 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.631511, Class: 0.998171, Obj: 0.412157, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860583, Class: 0.996301, Obj: 0.031200, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867274, Class: 0.995482, Obj: 0.098713, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827855, Class: 0.994351, Obj: 0.353885, No Obj: 0.000122, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773342, Class: 0.997873, Obj: 0.294851, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887411, Class: 0.997496, Obj: 0.073454, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680449, Class: 0.990125, Obj: 0.007939, No Obj: 0.000046, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769267, Class: 0.997355, Obj: 0.136530, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.563590, Class: 0.987266, Obj: 0.000392, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679745, Class: 0.986826, Obj: 0.041600, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808247, Class: 0.994839, Obj: 0.086901, No Obj: 0.000049, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.508311, Class: 0.991706, Obj: 0.028455, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816053, Class: 0.995385, Obj: 0.159505, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670642, Class: 0.998378, Obj: 0.146546, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1788: 0.310953, 0.394966 avg loss, 0.001000 rate, 3.908776 seconds, 114432 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745318, Class: 0.989112, Obj: 0.040474, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676290, Class: 0.989583, Obj: 0.085197, No Obj: 0.000127, .5R: 0.909091, .75R: 0.363636, count: 11 Region 82 Avg IOU: 0.572248, Class: 0.985199, Obj: 0.003909, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.931854, Class: 0.992897, Obj: 0.380204, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716626, Class: 0.968052, Obj: 0.209112, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.598718, Class: 0.999153, Obj: 0.702151, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628455, Class: 0.997388, Obj: 0.123530, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872832, Class: 0.997858, Obj: 0.486231, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756443, Class: 0.994513, Obj: 0.171403, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.645017, Class: 0.985050, Obj: 0.110216, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661588, Class: 0.998158, Obj: 0.242921, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759989, Class: 0.994618, Obj: 0.154889, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655375, Class: 0.991802, Obj: 0.055986, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732267, Class: 0.995722, Obj: 0.185946, No Obj: 0.000111, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733665, Class: 0.995210, Obj: 0.231140, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1789: 0.421632, 0.397633 avg loss, 0.001000 rate, 3.907518 seconds, 114496 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771045, Class: 0.994359, Obj: 0.383690, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651635, Class: 0.992075, Obj: 0.133451, No Obj: 0.000081, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780697, Class: 0.990574, Obj: 0.161286, No Obj: 0.000060, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760404, Class: 0.994485, Obj: 0.236667, No Obj: 0.000123, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804134, Class: 0.993650, Obj: 0.724880, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794850, Class: 0.994362, Obj: 0.087521, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776789, Class: 0.997936, Obj: 0.150549, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.638968, Class: 0.989231, Obj: 0.085136, No Obj: 0.000070, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861796, Class: 0.996478, Obj: 0.184273, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906603, Class: 0.993020, Obj: 0.393616, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737065, Class: 0.995861, Obj: 0.062998, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1790: 0.397051, 0.397575 avg loss, 0.001000 rate, 3.906090 seconds, 114560 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865961, Class: 0.998612, Obj: 0.345315, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762238, Class: 0.997469, Obj: 0.293841, No Obj: 0.000156, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.806115, Class: 0.976970, Obj: 0.078497, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728033, Class: 0.982534, Obj: 0.084568, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845817, Class: 0.988522, Obj: 0.164788, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777693, Class: 0.990611, Obj: 0.086215, No Obj: 0.000094, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831173, Class: 0.995330, Obj: 0.296263, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686963, Class: 0.993677, Obj: 0.033744, No Obj: 0.000080, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.658050, Class: 0.961426, Obj: 0.000277, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.916880, Class: 0.999759, Obj: 0.137691, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646773, Class: 0.997980, Obj: 0.628901, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553996, Class: 0.991563, Obj: 0.000285, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670766, Class: 0.994514, Obj: 0.174641, No Obj: 0.000123, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656338, Class: 0.994817, Obj: 0.220794, No Obj: 0.000162, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771867, Class: 0.997519, Obj: 0.678145, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691770, Class: 0.999113, Obj: 0.129912, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1791: 0.436592, 0.401477 avg loss, 0.001000 rate, 3.904013 seconds, 114624 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723275, Class: 0.991538, Obj: 0.122699, No Obj: 0.000087, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690736, Class: 0.991250, Obj: 0.168111, No Obj: 0.000298, .5R: 1.000000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.695647, Class: 0.995243, Obj: 0.175389, No Obj: 0.000151, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671149, Class: 0.981151, Obj: 0.110805, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703251, Class: 0.992918, Obj: 0.089232, No Obj: 0.000086, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.685721, Class: 0.997972, Obj: 0.140493, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.885112, Class: 0.938130, Obj: 0.001957, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719351, Class: 0.997130, Obj: 0.000355, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.435787, Class: 0.922063, Obj: 0.001082, No Obj: 0.000175, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.795108, Class: 0.983011, Obj: 0.324216, No Obj: 0.000361, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.675041, Class: 0.988073, Obj: 0.119583, No Obj: 0.000041, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719185, Class: 0.999832, Obj: 0.728767, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792747, Class: 0.990961, Obj: 0.084747, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.667590, Class: 0.900110, Obj: 0.009932, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715386, Class: 0.989706, Obj: 0.037258, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846567, Class: 0.997405, Obj: 0.840304, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714348, Class: 0.992913, Obj: 0.097875, No Obj: 0.000134, .5R: 0.916667, .75R: 0.583333, count: 12 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1792: 0.604666, 0.421795 avg loss, 0.001000 rate, 3.923605 seconds, 114688 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807255, Class: 0.999084, Obj: 0.001697, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771496, Class: 0.990262, Obj: 0.065524, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.659737, Class: 0.991846, Obj: 0.045829, No Obj: 0.000103, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716592, Class: 0.998008, Obj: 0.095017, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673356, Class: 0.994119, Obj: 0.012973, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715652, Class: 0.999905, Obj: 0.194768, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.570804, Class: 0.993527, Obj: 0.190594, No Obj: 0.000086, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670983, Class: 0.992582, Obj: 0.052105, No Obj: 0.000122, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.529295, Class: 0.979432, Obj: 0.002332, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.571249, Class: 0.998848, Obj: 0.037123, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736889, Class: 0.994529, Obj: 0.067778, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855541, Class: 0.972015, Obj: 0.018467, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788538, Class: 0.998490, Obj: 0.211128, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694553, Class: 0.994876, Obj: 0.126053, No Obj: 0.000062, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1793: 0.392162, 0.418832 avg loss, 0.001000 rate, 3.905623 seconds, 114752 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.918782, Class: 0.986408, Obj: 0.006654, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887223, Class: 0.961346, Obj: 0.003966, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767308, Class: 0.996010, Obj: 0.371143, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814191, Class: 0.991004, Obj: 0.001389, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740752, Class: 0.995502, Obj: 0.249757, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.910177, Class: 0.997934, Obj: 0.451074, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634354, Class: 0.998755, Obj: 0.099671, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793051, Class: 0.996219, Obj: 0.053609, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.666383, Class: 0.944897, Obj: 0.000588, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.871613, Class: 0.992036, Obj: 0.320956, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.743084, Class: 0.995465, Obj: 0.103540, No Obj: 0.000142, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778791, Class: 0.991213, Obj: 0.222715, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.518078, Class: 0.981638, Obj: 0.002267, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764609, Class: 0.929703, Obj: 0.221758, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.734512, Class: 0.988349, Obj: 0.098952, No Obj: 0.000117, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831707, Class: 0.995471, Obj: 0.452207, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.782123, Class: 0.996034, Obj: 0.221933, No Obj: 0.000174, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1794: 0.434677, 0.420417 avg loss, 0.001000 rate, 3.907441 seconds, 114816 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777242, Class: 0.998895, Obj: 0.096565, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660930, Class: 0.996859, Obj: 0.100895, No Obj: 0.000117, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818258, Class: 0.999303, Obj: 0.167515, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771345, Class: 0.997530, Obj: 0.203928, No Obj: 0.000174, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796133, Class: 0.919592, Obj: 0.001898, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628875, Class: 0.997316, Obj: 0.058110, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794679, Class: 0.993456, Obj: 0.234975, No Obj: 0.000221, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.815131, Class: 0.994131, Obj: 0.138162, No Obj: 0.000181, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762322, Class: 0.999796, Obj: 0.744621, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860822, Class: 0.997631, Obj: 0.332334, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765922, Class: 0.995207, Obj: 0.126642, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.556043, Class: 0.969510, Obj: 0.003289, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.757326, Class: 0.996567, Obj: 0.582685, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722187, Class: 0.990072, Obj: 0.043378, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628844, Class: 0.999324, Obj: 0.123345, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770991, Class: 0.996807, Obj: 0.231456, No Obj: 0.000171, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1795: 0.384640, 0.416839 avg loss, 0.001000 rate, 3.899616 seconds, 114880 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807604, Class: 0.989906, Obj: 0.190210, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.842922, Class: 0.995198, Obj: 0.137321, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784851, Class: 0.995323, Obj: 0.182478, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814560, Class: 0.991631, Obj: 0.149127, No Obj: 0.000142, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893159, Class: 0.997664, Obj: 0.126400, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845451, Class: 0.998677, Obj: 0.330161, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775415, Class: 0.993782, Obj: 0.086071, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798486, Class: 0.999552, Obj: 0.360740, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734765, Class: 0.996368, Obj: 0.329241, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.545939, Class: 0.999478, Obj: 0.088224, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.784186, Class: 0.971379, Obj: 0.478544, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562852, Class: 0.996330, Obj: 0.173504, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760896, Class: 0.990535, Obj: 0.302445, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674326, Class: 0.997472, Obj: 0.116540, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1796: 0.276223, 0.402777 avg loss, 0.001000 rate, 3.904945 seconds, 114944 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753327, Class: 0.999199, Obj: 0.356744, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761636, Class: 0.995987, Obj: 0.093683, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627988, Class: 0.999165, Obj: 0.839992, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.551351, Class: 0.996298, Obj: 0.137858, No Obj: 0.000052, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.703572, Class: 0.989765, Obj: 0.313479, No Obj: 0.000212, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.479540, Class: 0.989501, Obj: 0.025657, No Obj: 0.000073, .5R: 0.285714, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.856216, Class: 0.998146, Obj: 0.364805, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783205, Class: 0.998587, Obj: 0.272645, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675762, Class: 0.998084, Obj: 0.077778, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.854085, Class: 0.997702, Obj: 0.284949, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.767334, Class: 0.994218, Obj: 0.079459, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751020, Class: 0.995592, Obj: 0.167099, No Obj: 0.000158, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908279, Class: 0.991280, Obj: 0.041611, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664142, Class: 0.989354, Obj: 0.008983, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.780970, Class: 0.994148, Obj: 0.139565, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653527, Class: 0.996051, Obj: 0.125249, No Obj: 0.000111, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.703936, Class: 0.998299, Obj: 0.735533, No Obj: 0.000361, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678643, Class: 0.987249, Obj: 0.020798, No Obj: 0.000052, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1797: 0.559689, 0.418469 avg loss, 0.001000 rate, 3.901236 seconds, 115008 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.781814, Class: 0.996166, Obj: 0.140393, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786921, Class: 0.999233, Obj: 0.498888, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696471, Class: 0.995941, Obj: 0.007175, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823197, Class: 0.994563, Obj: 0.373005, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722644, Class: 0.994413, Obj: 0.023324, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807654, Class: 0.996984, Obj: 0.263563, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858482, Class: 0.983270, Obj: 0.020791, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684129, Class: 0.995228, Obj: 0.110611, No Obj: 0.000055, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.694118, Class: 0.977665, Obj: 0.248118, No Obj: 0.000775, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.781771, Class: 0.988169, Obj: 0.092222, No Obj: 0.000267, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.682568, Class: 0.995105, Obj: 0.088066, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797921, Class: 0.999637, Obj: 0.877555, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673159, Class: 0.994265, Obj: 0.270005, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787024, Class: 0.997313, Obj: 0.090295, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595580, Class: 0.996101, Obj: 0.574418, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770287, Class: 0.996466, Obj: 0.114975, No Obj: 0.000063, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1798: 0.340996, 0.410721 avg loss, 0.001000 rate, 3.904840 seconds, 115072 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845068, Class: 0.997585, Obj: 0.190696, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757404, Class: 0.996002, Obj: 0.177948, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714607, Class: 0.999652, Obj: 0.414073, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627222, Class: 0.996703, Obj: 0.092982, No Obj: 0.000058, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771300, Class: 0.997044, Obj: 0.306808, No Obj: 0.000212, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.402539, Class: 0.988522, Obj: 0.012238, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826187, Class: 0.987149, Obj: 0.004898, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657501, Class: 0.992956, Obj: 0.027847, No Obj: 0.000078, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731907, Class: 0.997920, Obj: 0.046556, No Obj: 0.000146, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.725036, Class: 0.998026, Obj: 0.098091, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686369, Class: 0.997266, Obj: 0.113820, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532243, Class: 0.993197, Obj: 0.027980, No Obj: 0.000073, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.526578, Class: 0.997143, Obj: 0.060403, No Obj: 0.000070, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1799: 0.519763, 0.421625 avg loss, 0.001000 rate, 3.913031 seconds, 115136 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742847, Class: 0.983541, Obj: 0.000807, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.568978, Class: 0.970275, Obj: 0.061723, No Obj: 0.000062, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595270, Class: 0.981996, Obj: 0.446452, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736165, Class: 0.997433, Obj: 0.124745, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759188, Class: 0.999683, Obj: 0.395878, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663410, Class: 0.996541, Obj: 0.030669, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775105, Class: 0.996032, Obj: 0.219171, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783529, Class: 0.990686, Obj: 0.129395, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674426, Class: 0.996378, Obj: 0.222047, No Obj: 0.000076, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636996, Class: 0.995113, Obj: 0.035663, No Obj: 0.000100, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688345, Class: 0.997873, Obj: 0.166412, No Obj: 0.000096, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700738, Class: 0.999563, Obj: 0.428190, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588876, Class: 0.992156, Obj: 0.089888, No Obj: 0.000052, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1800: 0.478301, 0.427293 avg loss, 0.001000 rate, 3.914105 seconds, 115200 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873659, Class: 0.999810, Obj: 0.546318, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738164, Class: 0.995590, Obj: 0.025070, No Obj: 0.000080, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.702550, Class: 0.997480, Obj: 0.655100, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.804449, Class: 0.995884, Obj: 0.184187, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693589, Class: 0.995143, Obj: 0.254085, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.878570, Class: 0.995527, Obj: 0.713987, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576909, Class: 0.993938, Obj: 0.177600, No Obj: 0.000091, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690678, Class: 0.994343, Obj: 0.031752, No Obj: 0.000029, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823336, Class: 0.999844, Obj: 0.008665, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690120, Class: 0.994984, Obj: 0.075622, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747302, Class: 0.994223, Obj: 0.179038, No Obj: 0.000107, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772602, Class: 0.997070, Obj: 0.115833, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629516, Class: 0.994053, Obj: 0.137562, No Obj: 0.000084, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909132, Class: 0.999781, Obj: 0.487421, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743251, Class: 0.995436, Obj: 0.160311, No Obj: 0.000101, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1801: 0.451528, 0.429716 avg loss, 0.001000 rate, 3.694164 seconds, 115264 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833161, Class: 0.998221, Obj: 0.130522, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630100, Class: 0.994651, Obj: 0.060395, No Obj: 0.000104, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612020, Class: 0.994314, Obj: 0.164124, No Obj: 0.000108, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.544013, Class: 0.971422, Obj: 0.000719, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719212, Class: 0.993720, Obj: 0.149434, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.712365, Class: 0.995716, Obj: 0.221806, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.746127, Class: 0.968553, Obj: 0.464246, No Obj: 0.000354, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790087, Class: 0.998194, Obj: 0.013333, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696844, Class: 0.996026, Obj: 0.334917, No Obj: 0.000123, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761816, Class: 0.997941, Obj: 0.336137, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.657971, Class: 0.994266, Obj: 0.028491, No Obj: 0.000097, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670748, Class: 0.996022, Obj: 0.071301, No Obj: 0.000106, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744574, Class: 0.997270, Obj: 0.212199, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1802: 0.508666, 0.437611 avg loss, 0.001000 rate, 3.907083 seconds, 115328 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.558243, Class: 0.993460, Obj: 0.029834, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753834, Class: 0.992497, Obj: 0.258700, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712341, Class: 0.996378, Obj: 0.101651, No Obj: 0.000113, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892169, Class: 0.994391, Obj: 0.125095, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722881, Class: 0.997934, Obj: 0.121899, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.704057, Class: 0.991371, Obj: 0.014312, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775692, Class: 0.996247, Obj: 0.098561, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.581059, Class: 0.987212, Obj: 0.019827, No Obj: 0.000123, .5R: 0.777778, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751602, Class: 0.998756, Obj: 0.245394, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744042, Class: 0.995780, Obj: 0.014345, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.780993, Class: 0.994137, Obj: 0.007105, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.410261, Class: 0.979499, Obj: 0.001257, No Obj: 0.000023, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673875, Class: 0.999053, Obj: 0.184914, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652655, Class: 0.997935, Obj: 0.124713, No Obj: 0.000118, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660816, Class: 0.995677, Obj: 0.148260, No Obj: 0.000113, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.789697, Class: 0.994866, Obj: 0.220628, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.892030, Class: 0.999870, Obj: 0.026010, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684360, Class: 0.998467, Obj: 0.464545, No Obj: 0.000115, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1803: 0.541350, 0.447985 avg loss, 0.001000 rate, 3.919824 seconds, 115392 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.783774, Class: 0.995645, Obj: 0.605275, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657801, Class: 0.995464, Obj: 0.105594, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.741787, Class: 0.997005, Obj: 0.821279, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678825, Class: 0.997486, Obj: 0.205939, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629235, Class: 0.990899, Obj: 0.007205, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818861, Class: 0.999916, Obj: 0.767186, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745334, Class: 0.997347, Obj: 0.243559, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.659177, Class: 0.955615, Obj: 0.384965, No Obj: 0.000434, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.856318, Class: 0.989729, Obj: 0.107906, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802266, Class: 0.996292, Obj: 0.038436, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808105, Class: 0.983221, Obj: 0.016119, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709550, Class: 0.996820, Obj: 0.200133, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.699786, Class: 0.993264, Obj: 0.506226, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767228, Class: 0.994251, Obj: 0.296783, No Obj: 0.000168, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788117, Class: 0.987074, Obj: 0.119627, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731304, Class: 0.996038, Obj: 0.247271, No Obj: 0.000161, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1804: 0.348166, 0.438003 avg loss, 0.001000 rate, 3.905182 seconds, 115456 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.705392, Class: 0.992224, Obj: 0.160038, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790217, Class: 0.996889, Obj: 0.240473, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809714, Class: 0.989178, Obj: 0.046424, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.803062, Class: 0.997293, Obj: 0.149272, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698867, Class: 0.995713, Obj: 0.113683, No Obj: 0.000139, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613432, Class: 0.963950, Obj: 0.000181, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698327, Class: 0.994392, Obj: 0.193201, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872176, Class: 0.989140, Obj: 0.278479, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642646, Class: 0.993292, Obj: 0.013197, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826812, Class: 0.994565, Obj: 0.200804, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828680, Class: 0.995501, Obj: 0.146928, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727170, Class: 0.999487, Obj: 0.038980, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723619, Class: 0.990722, Obj: 0.135260, No Obj: 0.000151, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1805: 0.409585, 0.435162 avg loss, 0.001000 rate, 3.925156 seconds, 115520 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714456, Class: 0.988697, Obj: 0.152978, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806903, Class: 0.983041, Obj: 0.261799, No Obj: 0.000185, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.718649, Class: 0.996833, Obj: 0.128221, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887485, Class: 0.993965, Obj: 0.112478, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810407, Class: 0.995102, Obj: 0.144671, No Obj: 0.000126, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806320, Class: 0.976489, Obj: 0.056775, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684790, Class: 0.981611, Obj: 0.174345, No Obj: 0.000138, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893594, Class: 0.999418, Obj: 0.212787, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.610016, Class: 0.989527, Obj: 0.010639, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634863, Class: 0.991718, Obj: 0.210711, No Obj: 0.000115, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.840659, Class: 0.997779, Obj: 0.588850, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808745, Class: 0.996160, Obj: 0.010119, No Obj: 0.000043, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942095, Class: 0.992500, Obj: 0.176625, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589168, Class: 0.996595, Obj: 0.137845, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1806: 0.463954, 0.438041 avg loss, 0.001000 rate, 3.922703 seconds, 115584 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763555, Class: 0.999328, Obj: 0.687391, No Obj: 0.000194, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.709137, Class: 0.993675, Obj: 0.048929, No Obj: 0.000118, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654820, Class: 0.997272, Obj: 0.025965, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664567, Class: 0.999157, Obj: 0.169008, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798916, Class: 0.994457, Obj: 0.187707, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645898, Class: 0.996485, Obj: 0.173845, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545699, Class: 0.999632, Obj: 0.193841, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858679, Class: 0.998833, Obj: 0.606024, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789433, Class: 0.996224, Obj: 0.139115, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.668204, Class: 0.926531, Obj: 0.011906, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756525, Class: 0.995942, Obj: 0.155022, No Obj: 0.000081, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.572563, Class: 0.995537, Obj: 0.036740, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794881, Class: 0.994788, Obj: 0.303158, No Obj: 0.000107, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 1807 iterations) Last accuracy mAP@0.5 = 73.10 % 1807: 0.334960, 0.427733 avg loss, 0.001000 rate, 3.911188 seconds, 115648 images calculation mAP (mean average precision)... detections_count = 1508, unique_truth_count = 323 rank = 0 of ranks = 1508 rank = 100 of ranks = 1508 rank = 200 of ranks = 1508 rank = 300 of ranks = 1508 rank = 400 of ranks = 1508 rank = 500 of ranks = 1508 rank = 600 of ranks = 1508 rank = 700 of ranks = 1508 rank = 800 of ranks = 1508 rank = 900 of ranks = 1508 rank = 1000 of ranks = 1508 rank = 1100 of ranks = 1508 rank = 1200 of ranks = 1508 rank = 1300 of ranks = 1508 rank = 1400 of ranks = 1508 rank = 1500 of ranks = 1508 class_id = 0, name = lca, ap = 74.02% (TP = 150, FP = 20) for thresh = 0.25, precision = 0.88, recall = 0.46, F1-score = 0.61 for thresh = 0.25, TP = 150, FP = 20, FN = 173, average IoU = 65.92 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.740234, or 74.02 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.740234 Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722875, Class: 0.921175, Obj: 0.025273, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.541165, Class: 0.923846, Obj: 0.174952, No Obj: 0.000065, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662390, Class: 0.992259, Obj: 0.010438, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791292, Class: 0.996863, Obj: 0.177091, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.761546, Class: 0.985965, Obj: 0.223299, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738607, Class: 0.994860, Obj: 0.107170, No Obj: 0.000100, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733538, Class: 0.995407, Obj: 0.103659, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.712005, Class: 0.997451, Obj: 0.145693, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675315, Class: 0.994717, Obj: 0.045517, No Obj: 0.000073, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.708612, Class: 0.962150, Obj: 0.001675, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758062, Class: 0.981446, Obj: 0.265557, No Obj: 0.000198, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.599981, Class: 0.992163, Obj: 0.066537, No Obj: 0.000044, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731035, Class: 0.996667, Obj: 0.195167, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.796308, Class: 0.944594, Obj: 0.639160, No Obj: 0.000387, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743393, Class: 0.992577, Obj: 0.046767, No Obj: 0.000084, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1808: 0.547455, 0.439705 avg loss, 0.001000 rate, 3.702536 seconds, 115712 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891766, Class: 0.975378, Obj: 0.007157, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837483, Class: 0.999317, Obj: 0.068504, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779702, Class: 0.996847, Obj: 0.312617, No Obj: 0.000248, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.764910, Class: 0.996758, Obj: 0.282755, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.950922, Class: 0.998918, Obj: 0.255461, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673341, Class: 0.996392, Obj: 0.091111, No Obj: 0.000089, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758283, Class: 0.991991, Obj: 0.350315, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622363, Class: 0.993067, Obj: 0.048763, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000335, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751039, Class: 0.990496, Obj: 0.004985, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866603, Class: 0.995815, Obj: 0.027997, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772317, Class: 0.995655, Obj: 0.086232, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.809344, Class: 0.996658, Obj: 0.466752, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.706845, Class: 0.993282, Obj: 0.158647, No Obj: 0.000177, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.762903, Class: 0.994083, Obj: 0.216548, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866756, Class: 0.997244, Obj: 0.417110, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732960, Class: 0.994337, Obj: 0.141450, No Obj: 0.000134, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1809: 0.388266, 0.434561 avg loss, 0.001000 rate, 3.917697 seconds, 115776 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770311, Class: 0.997654, Obj: 0.239669, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851176, Class: 0.990211, Obj: 0.218360, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744417, Class: 0.994247, Obj: 0.177714, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752678, Class: 0.997437, Obj: 0.264111, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689722, Class: 0.996171, Obj: 0.156075, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762974, Class: 0.996226, Obj: 0.443914, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.903314, Class: 0.999315, Obj: 0.322929, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757504, Class: 0.997902, Obj: 0.247381, No Obj: 0.000163, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.529765, Class: 0.990583, Obj: 0.120922, No Obj: 0.000103, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644269, Class: 0.993468, Obj: 0.046785, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.805583, Class: 0.983134, Obj: 0.432111, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842718, Class: 0.987700, Obj: 0.119518, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659451, Class: 0.995282, Obj: 0.126570, No Obj: 0.000115, .5R: 1.000000, .75R: 0.142857, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1810: 0.395896, 0.430694 avg loss, 0.001000 rate, 3.910053 seconds, 115840 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836805, Class: 0.996940, Obj: 0.205614, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705357, Class: 0.994102, Obj: 0.074562, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819359, Class: 0.989786, Obj: 0.275149, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.631966, Class: 0.986562, Obj: 0.161004, No Obj: 0.000141, .5R: 0.800000, .75R: 0.200000, count: 10 Region 82 Avg IOU: 0.677887, Class: 0.983256, Obj: 0.250210, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.914606, Class: 0.999108, Obj: 0.239307, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646597, Class: 0.995818, Obj: 0.058906, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701789, Class: 0.970843, Obj: 0.120556, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690973, Class: 0.995345, Obj: 0.071451, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718645, Class: 0.994805, Obj: 0.057007, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783814, Class: 0.997124, Obj: 0.142342, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.503443, Class: 0.961350, Obj: 0.164566, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602783, Class: 0.994957, Obj: 0.172674, No Obj: 0.000069, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763879, Class: 0.998375, Obj: 0.287604, No Obj: 0.000216, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.646802, Class: 0.997939, Obj: 0.308478, No Obj: 0.000143, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885918, Class: 0.943725, Obj: 0.010464, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786911, Class: 0.992935, Obj: 0.303189, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1811: 0.589809, 0.446606 avg loss, 0.001000 rate, 3.905147 seconds, 115904 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709113, Class: 0.979838, Obj: 0.244697, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.786172, Class: 0.996307, Obj: 0.056857, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662146, Class: 0.986593, Obj: 0.096402, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.798404, Class: 0.994508, Obj: 0.157626, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615632, Class: 0.957016, Obj: 0.068830, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633434, Class: 0.996434, Obj: 0.000275, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697456, Class: 0.995672, Obj: 0.095025, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683488, Class: 0.996358, Obj: 0.349603, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.649042, Class: 0.991305, Obj: 0.053098, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.773152, Class: 0.999248, Obj: 0.457676, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732479, Class: 0.997149, Obj: 0.238644, No Obj: 0.000170, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.645714, Class: 0.996678, Obj: 0.270969, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.523667, Class: 0.993843, Obj: 0.001597, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770302, Class: 0.995028, Obj: 0.170903, No Obj: 0.000193, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.726395, Class: 0.976700, Obj: 0.236525, No Obj: 0.000313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717331, Class: 0.986971, Obj: 0.256836, No Obj: 0.000230, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.724330, Class: 0.990322, Obj: 0.026188, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1812: 0.394451, 0.441390 avg loss, 0.001000 rate, 3.904411 seconds, 115968 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831321, Class: 0.996597, Obj: 0.401808, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.729915, Class: 0.989552, Obj: 0.128331, No Obj: 0.000130, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.681485, Class: 0.923169, Obj: 0.197398, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.697164, Class: 0.993017, Obj: 0.377294, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793951, Class: 0.997995, Obj: 0.225872, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764008, Class: 0.995247, Obj: 0.334918, No Obj: 0.000346, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.601617, Class: 0.994967, Obj: 0.094402, No Obj: 0.000115, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.777366, Class: 0.992609, Obj: 0.023074, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762478, Class: 0.997728, Obj: 0.180516, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836431, Class: 0.998300, Obj: 0.782233, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737147, Class: 0.995670, Obj: 0.157783, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732099, Class: 0.997708, Obj: 0.561493, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798608, Class: 0.995386, Obj: 0.011403, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811800, Class: 0.986772, Obj: 0.335201, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737149, Class: 0.994462, Obj: 0.132212, No Obj: 0.000118, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672664, Class: 0.969929, Obj: 0.169461, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757519, Class: 0.995732, Obj: 0.096520, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1813: 0.444138, 0.441665 avg loss, 0.001000 rate, 3.921619 seconds, 116032 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857382, Class: 0.997793, Obj: 0.274409, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697559, Class: 0.996203, Obj: 0.124068, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651240, Class: 0.985409, Obj: 0.001170, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753708, Class: 0.997173, Obj: 0.186365, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801642, Class: 0.997743, Obj: 0.177998, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.699447, Class: 0.998437, Obj: 0.274866, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621045, Class: 0.993731, Obj: 0.036776, No Obj: 0.000078, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850018, Class: 0.994786, Obj: 0.197462, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.601897, Class: 0.993753, Obj: 0.261148, No Obj: 0.000292, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.572051, Class: 0.993276, Obj: 0.148716, No Obj: 0.000069, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855880, Class: 0.998802, Obj: 0.410089, No Obj: 0.000272, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.794164, Class: 0.997507, Obj: 0.201998, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857331, Class: 0.997511, Obj: 0.256640, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1814: 0.383380, 0.435837 avg loss, 0.001000 rate, 3.925507 seconds, 116096 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751994, Class: 0.994003, Obj: 0.248388, No Obj: 0.000125, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.791166, Class: 0.944600, Obj: 0.075284, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.853021, Class: 0.966386, Obj: 0.012600, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.662833, Class: 0.993632, Obj: 0.147254, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.745398, Class: 0.990254, Obj: 0.002567, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.811575, Class: 0.997352, Obj: 0.170443, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684456, Class: 0.996250, Obj: 0.179146, No Obj: 0.000122, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848316, Class: 0.994864, Obj: 0.765240, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731403, Class: 0.995493, Obj: 0.173714, No Obj: 0.000134, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849992, Class: 0.991094, Obj: 0.034888, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790166, Class: 0.997957, Obj: 0.093512, No Obj: 0.000116, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.722420, Class: 0.849097, Obj: 0.000236, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788780, Class: 0.988086, Obj: 0.247748, No Obj: 0.000384, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.746453, Class: 0.994967, Obj: 0.365384, No Obj: 0.000131, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.845036, Class: 0.947960, Obj: 0.320151, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816497, Class: 0.997223, Obj: 0.199476, No Obj: 0.000137, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1815: 0.443642, 0.436617 avg loss, 0.001000 rate, 3.913455 seconds, 116160 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731123, Class: 0.993788, Obj: 0.460188, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694777, Class: 0.992987, Obj: 0.202458, No Obj: 0.000135, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828319, Class: 0.999895, Obj: 0.909032, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718347, Class: 0.997725, Obj: 0.238280, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734907, Class: 0.995659, Obj: 0.109950, No Obj: 0.000101, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748818, Class: 0.998328, Obj: 0.317617, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656974, Class: 0.998656, Obj: 0.369044, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716056, Class: 0.994183, Obj: 0.147626, No Obj: 0.000150, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837200, Class: 0.979013, Obj: 0.314676, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730013, Class: 0.992535, Obj: 0.071358, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853627, Class: 0.996883, Obj: 0.319355, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.867637, Class: 0.998722, Obj: 0.684497, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.668636, Class: 0.999777, Obj: 0.319701, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709908, Class: 0.996753, Obj: 0.218118, No Obj: 0.000111, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1816: 0.411288, 0.434084 avg loss, 0.001000 rate, 3.916519 seconds, 116224 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826108, Class: 0.999977, Obj: 0.722510, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866186, Class: 0.995926, Obj: 0.073150, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752097, Class: 0.871971, Obj: 0.007436, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.647575, Class: 0.995521, Obj: 0.151778, No Obj: 0.000127, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.581213, Class: 0.997743, Obj: 0.174450, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815748, Class: 0.998774, Obj: 0.299403, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752105, Class: 0.995872, Obj: 0.232207, No Obj: 0.000150, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786391, Class: 0.997216, Obj: 0.411650, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715249, Class: 0.998778, Obj: 0.064594, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752239, Class: 0.998707, Obj: 0.359302, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733897, Class: 0.996405, Obj: 0.273608, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849348, Class: 0.999891, Obj: 0.400034, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.290771, Class: 0.995456, Obj: 0.127993, No Obj: 0.000050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726479, Class: 0.998753, Obj: 0.329859, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714317, Class: 0.992863, Obj: 0.138022, No Obj: 0.000089, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.727593, Class: 0.991433, Obj: 0.014294, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826295, Class: 0.993987, Obj: 0.559902, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1817: 0.421683, 0.432844 avg loss, 0.001000 rate, 3.922103 seconds, 116288 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809565, Class: 0.997681, Obj: 0.084108, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669079, Class: 0.946670, Obj: 0.091661, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.652114, Class: 0.989662, Obj: 0.025315, No Obj: 0.000036, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880308, Class: 0.997255, Obj: 0.121675, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720623, Class: 0.989394, Obj: 0.142385, No Obj: 0.000156, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657599, Class: 0.994807, Obj: 0.142153, No Obj: 0.000112, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656286, Class: 0.988561, Obj: 0.018484, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853344, Class: 0.991083, Obj: 0.430251, No Obj: 0.000234, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.671564, Class: 0.995571, Obj: 0.143638, No Obj: 0.000059, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.482489, Class: 0.921163, Obj: 0.000257, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829680, Class: 0.999068, Obj: 0.561522, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733823, Class: 0.975671, Obj: 0.656930, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732554, Class: 0.996059, Obj: 0.107583, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1818: 0.407222, 0.430282 avg loss, 0.001000 rate, 3.909575 seconds, 116352 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702849, Class: 0.996495, Obj: 0.355229, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827893, Class: 0.995343, Obj: 0.266240, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879505, Class: 0.983167, Obj: 0.820263, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683835, Class: 0.973795, Obj: 0.020585, No Obj: 0.000050, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796322, Class: 0.999064, Obj: 0.011497, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776887, Class: 0.997074, Obj: 0.180622, No Obj: 0.000172, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783775, Class: 0.986532, Obj: 0.331436, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797594, Class: 0.996269, Obj: 0.248017, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749280, Class: 0.993645, Obj: 0.054850, No Obj: 0.000217, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.755554, Class: 0.997095, Obj: 0.293273, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770248, Class: 0.991291, Obj: 0.326132, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.890425, Class: 0.998828, Obj: 0.691353, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658864, Class: 0.999270, Obj: 0.132036, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680491, Class: 0.992928, Obj: 0.037437, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748665, Class: 0.998907, Obj: 0.422724, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792271, Class: 0.989518, Obj: 0.161819, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1819: 0.343385, 0.421592 avg loss, 0.001000 rate, 3.915324 seconds, 116416 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839393, Class: 0.999928, Obj: 0.187326, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771487, Class: 0.994788, Obj: 0.122911, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.858526, Class: 0.996695, Obj: 0.248401, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750261, Class: 0.999807, Obj: 0.295767, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763552, Class: 0.996737, Obj: 0.174620, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.714818, Class: 0.995798, Obj: 0.057201, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.777403, Class: 0.982297, Obj: 0.084390, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.622856, Class: 0.996346, Obj: 0.008960, No Obj: 0.000105, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.938408, Class: 0.986304, Obj: 0.242933, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639747, Class: 0.993138, Obj: 0.030548, No Obj: 0.000077, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.755279, Class: 0.965041, Obj: 0.010180, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712860, Class: 0.992947, Obj: 0.244612, No Obj: 0.000098, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725381, Class: 0.999166, Obj: 0.638113, No Obj: 0.000200, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.460269, Class: 0.995330, Obj: 0.001163, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769876, Class: 0.996936, Obj: 0.011537, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758168, Class: 0.979982, Obj: 0.062440, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.916235, Class: 0.997958, Obj: 0.381551, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1820: 0.377620, 0.417195 avg loss, 0.001000 rate, 3.897823 seconds, 116480 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.641160, Class: 0.997130, Obj: 0.527406, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871067, Class: 0.969512, Obj: 0.134984, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716514, Class: 0.995889, Obj: 0.126723, No Obj: 0.000125, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721552, Class: 0.994824, Obj: 0.037431, No Obj: 0.000062, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.665612, Class: 0.916198, Obj: 0.009453, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.767391, Class: 0.981148, Obj: 0.009672, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689708, Class: 0.993572, Obj: 0.037305, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.690219, Class: 0.996332, Obj: 0.083431, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763898, Class: 0.975558, Obj: 0.161750, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.870224, Class: 0.996447, Obj: 0.546343, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726373, Class: 0.997752, Obj: 0.077533, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616766, Class: 0.966700, Obj: 0.018941, No Obj: 0.000204, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.690468, Class: 0.995242, Obj: 0.151291, No Obj: 0.000158, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.887810, Class: 0.999087, Obj: 0.674346, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618345, Class: 0.997240, Obj: 0.083945, No Obj: 0.000103, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1821: 0.428790, 0.418355 avg loss, 0.001000 rate, 3.910209 seconds, 116544 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767261, Class: 0.997870, Obj: 0.212199, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697572, Class: 0.992954, Obj: 0.302424, No Obj: 0.000215, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.702922, Class: 0.992163, Obj: 0.143831, No Obj: 0.000181, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602033, Class: 0.986237, Obj: 0.565519, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808513, Class: 0.997769, Obj: 0.222754, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837205, Class: 0.987330, Obj: 0.090124, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764240, Class: 0.994612, Obj: 0.083283, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.719697, Class: 0.976546, Obj: 0.190252, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638807, Class: 0.997293, Obj: 0.285859, No Obj: 0.000103, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818624, Class: 0.995493, Obj: 0.212222, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.561985, Class: 0.995687, Obj: 0.099814, No Obj: 0.000085, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.775627, Class: 0.992824, Obj: 0.014067, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.479805, Class: 0.998597, Obj: 0.058205, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705072, Class: 0.990452, Obj: 0.092754, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1822: 0.437022, 0.420221 avg loss, 0.001000 rate, 3.924170 seconds, 116608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825264, Class: 0.997361, Obj: 0.062829, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643251, Class: 0.987404, Obj: 0.044840, No Obj: 0.000092, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.842514, Class: 0.982864, Obj: 0.132227, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.683096, Class: 0.996359, Obj: 0.287146, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.520006, Class: 0.978716, Obj: 0.035102, No Obj: 0.000044, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.890873, Class: 0.995266, Obj: 0.190232, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631981, Class: 0.996682, Obj: 0.120000, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740483, Class: 0.978853, Obj: 0.132890, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.570292, Class: 0.995651, Obj: 0.262190, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763009, Class: 0.993857, Obj: 0.038890, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669844, Class: 0.987038, Obj: 0.070291, No Obj: 0.000127, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825554, Class: 0.999585, Obj: 0.651495, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612201, Class: 0.988818, Obj: 0.045069, No Obj: 0.000137, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.697145, Class: 0.988235, Obj: 0.630478, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669015, Class: 0.997007, Obj: 0.256840, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740304, Class: 0.999248, Obj: 0.022383, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670385, Class: 0.994905, Obj: 0.281406, No Obj: 0.000078, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1823: 0.508987, 0.429098 avg loss, 0.001000 rate, 3.918598 seconds, 116672 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734966, Class: 0.997173, Obj: 0.462234, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711648, Class: 0.997237, Obj: 0.108715, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681437, Class: 0.995698, Obj: 0.093705, No Obj: 0.000148, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698140, Class: 0.985854, Obj: 0.051113, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.667532, Class: 0.993145, Obj: 0.098702, No Obj: 0.000206, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664205, Class: 0.992508, Obj: 0.028944, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770666, Class: 0.998715, Obj: 0.156066, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572634, Class: 0.999887, Obj: 0.011304, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700605, Class: 0.997697, Obj: 0.142783, No Obj: 0.000118, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776616, Class: 0.999715, Obj: 0.061031, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778678, Class: 0.996430, Obj: 0.187889, No Obj: 0.000163, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769367, Class: 0.998371, Obj: 0.204033, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1824: 0.442322, 0.430420 avg loss, 0.001000 rate, 3.910356 seconds, 116736 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696557, Class: 0.998090, Obj: 0.351404, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709754, Class: 0.994404, Obj: 0.014909, No Obj: 0.000062, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849508, Class: 0.999791, Obj: 0.068230, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708474, Class: 0.997913, Obj: 0.358365, No Obj: 0.000192, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923774, Class: 0.999166, Obj: 0.786368, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781538, Class: 0.997745, Obj: 0.174145, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729533, Class: 0.998893, Obj: 0.530564, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613097, Class: 0.994466, Obj: 0.151473, No Obj: 0.000129, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.901688, Class: 0.999557, Obj: 0.165328, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678055, Class: 0.964069, Obj: 0.002735, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676166, Class: 0.997395, Obj: 0.220137, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625099, Class: 0.997218, Obj: 0.039419, No Obj: 0.000085, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1825: 0.386903, 0.426069 avg loss, 0.001000 rate, 3.922417 seconds, 116800 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.784719, Class: 0.972111, Obj: 0.172122, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807490, Class: 0.998125, Obj: 0.108824, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844145, Class: 0.996066, Obj: 0.564837, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808505, Class: 0.995158, Obj: 0.090142, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617990, Class: 0.996433, Obj: 0.092709, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.404392, Class: 0.993196, Obj: 0.035486, No Obj: 0.000037, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.655432, Class: 0.997758, Obj: 0.185466, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765045, Class: 0.999919, Obj: 0.484212, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796337, Class: 0.997132, Obj: 0.269191, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707250, Class: 0.985270, Obj: 0.085405, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747708, Class: 0.996487, Obj: 0.234025, No Obj: 0.000152, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788012, Class: 0.999539, Obj: 0.326339, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736711, Class: 0.996806, Obj: 0.136511, No Obj: 0.000103, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809869, Class: 0.997196, Obj: 0.753818, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745518, Class: 0.997478, Obj: 0.222608, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812538, Class: 0.996245, Obj: 0.463071, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700509, Class: 0.990461, Obj: 0.061964, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1826: 0.316257, 0.415087 avg loss, 0.001000 rate, 3.905867 seconds, 116864 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795238, Class: 0.987642, Obj: 0.309117, No Obj: 0.000624, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.676117, Class: 0.995908, Obj: 0.297150, No Obj: 0.000089, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.762267, Class: 0.992358, Obj: 0.039811, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.774974, Class: 0.997638, Obj: 0.555067, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696789, Class: 0.993815, Obj: 0.194868, No Obj: 0.000131, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760611, Class: 0.984115, Obj: 0.455986, No Obj: 0.000378, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.647959, Class: 0.988246, Obj: 0.029255, No Obj: 0.000094, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801583, Class: 0.999778, Obj: 0.347013, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760214, Class: 0.993521, Obj: 0.050360, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823934, Class: 0.999614, Obj: 0.276361, No Obj: 0.000152, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.730141, Class: 0.994161, Obj: 0.097433, No Obj: 0.000183, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790209, Class: 0.999921, Obj: 0.106710, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648184, Class: 0.991536, Obj: 0.101008, No Obj: 0.000132, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.826273, Class: 0.994019, Obj: 0.234089, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.781092, Class: 0.990543, Obj: 0.562070, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598657, Class: 0.999402, Obj: 0.152558, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681019, Class: 0.996207, Obj: 0.085930, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1827: 0.495270, 0.423106 avg loss, 0.001000 rate, 3.922625 seconds, 116928 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905854, Class: 0.997894, Obj: 0.630512, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691277, Class: 0.994230, Obj: 0.067391, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.418658, Class: 0.923569, Obj: 0.000617, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808726, Class: 0.996316, Obj: 0.195231, No Obj: 0.000158, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.635710, Class: 0.996966, Obj: 0.018013, No Obj: 0.000087, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821768, Class: 0.999220, Obj: 0.885145, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678310, Class: 0.991267, Obj: 0.084409, No Obj: 0.000103, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744007, Class: 0.955973, Obj: 0.179925, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780237, Class: 0.994043, Obj: 0.112000, No Obj: 0.000107, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.745490, Class: 0.989487, Obj: 0.110833, No Obj: 0.000322, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.859170, Class: 0.999767, Obj: 0.658823, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727396, Class: 0.995195, Obj: 0.251121, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674742, Class: 0.997682, Obj: 0.578919, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772698, Class: 0.994893, Obj: 0.132935, No Obj: 0.000103, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706631, Class: 0.999611, Obj: 0.425043, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.714222, Class: 0.996168, Obj: 0.150102, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1828: 0.364966, 0.417292 avg loss, 0.001000 rate, 3.908709 seconds, 116992 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.486120, Class: 0.949300, Obj: 0.001887, No Obj: 0.000117, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664165, Class: 0.995151, Obj: 0.017573, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732695, Class: 0.981317, Obj: 0.159694, No Obj: 0.000316, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.567328, Class: 0.994440, Obj: 0.088082, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751783, Class: 0.997785, Obj: 0.540666, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654943, Class: 0.987040, Obj: 0.005949, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.704037, Class: 0.993163, Obj: 0.023772, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.788959, Class: 0.994989, Obj: 0.228837, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.769754, Class: 0.963911, Obj: 0.168029, No Obj: 0.000210, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.754569, Class: 0.995591, Obj: 0.067129, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620701, Class: 0.995442, Obj: 0.055669, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672615, Class: 0.996255, Obj: 0.054919, No Obj: 0.000076, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709917, Class: 0.997492, Obj: 0.385282, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.411485, Class: 0.995066, Obj: 0.014850, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1829: 0.334576, 0.409020 avg loss, 0.001000 rate, 3.918045 seconds, 117056 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.697052, Class: 0.997112, Obj: 0.489887, No Obj: 0.000462, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700946, Class: 0.992450, Obj: 0.066022, No Obj: 0.000065, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.662238, Class: 0.985207, Obj: 0.029284, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774461, Class: 0.999933, Obj: 0.619358, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634684, Class: 0.997956, Obj: 0.250771, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736588, Class: 0.998999, Obj: 0.295511, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731780, Class: 0.990457, Obj: 0.539796, No Obj: 0.000558, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.752872, Class: 0.993776, Obj: 0.019008, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871112, Class: 0.998516, Obj: 0.696288, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726463, Class: 0.993979, Obj: 0.189493, No Obj: 0.000123, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882206, Class: 0.980606, Obj: 0.034223, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754078, Class: 0.996992, Obj: 0.072328, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717057, Class: 0.994018, Obj: 0.259525, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758172, Class: 0.986207, Obj: 0.232026, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702447, Class: 0.994561, Obj: 0.099413, No Obj: 0.000062, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1830: 0.345492, 0.402667 avg loss, 0.001000 rate, 3.909819 seconds, 117120 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814167, Class: 0.990017, Obj: 0.101482, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759278, Class: 0.994384, Obj: 0.079246, No Obj: 0.000068, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775272, Class: 0.989212, Obj: 0.389392, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758269, Class: 0.996731, Obj: 0.268573, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813058, Class: 0.998952, Obj: 0.115280, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.430644, Class: 0.997819, Obj: 0.055867, No Obj: 0.000104, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707487, Class: 0.991618, Obj: 0.088537, No Obj: 0.000058, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767687, Class: 0.994004, Obj: 0.123744, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.620426, Class: 0.998442, Obj: 0.057528, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689331, Class: 0.996863, Obj: 0.149072, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.712147, Class: 0.997620, Obj: 0.580596, No Obj: 0.000341, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807969, Class: 0.997811, Obj: 0.648042, No Obj: 0.000437, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698894, Class: 0.993523, Obj: 0.042599, No Obj: 0.000071, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.884438, Class: 0.997644, Obj: 0.585206, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635892, Class: 0.998181, Obj: 0.216354, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1831: 0.391883, 0.401589 avg loss, 0.001000 rate, 3.905368 seconds, 117184 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807766, Class: 0.998357, Obj: 0.267791, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.784029, Class: 0.990617, Obj: 0.066143, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.778987, Class: 0.999033, Obj: 0.747544, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820587, Class: 0.993958, Obj: 0.171089, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789588, Class: 0.998582, Obj: 0.097281, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771343, Class: 0.995617, Obj: 0.289909, No Obj: 0.000123, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.602239, Class: 0.990886, Obj: 0.065193, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.873137, Class: 0.999671, Obj: 0.796320, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664172, Class: 0.999102, Obj: 0.225477, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.654508, Class: 0.976634, Obj: 0.222267, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605252, Class: 0.995795, Obj: 0.061731, No Obj: 0.000073, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634365, Class: 0.995658, Obj: 0.240415, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741662, Class: 0.999688, Obj: 0.916456, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767466, Class: 0.997621, Obj: 0.241012, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1832: 0.268678, 0.388298 avg loss, 0.001000 rate, 3.905270 seconds, 117248 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830218, Class: 0.994192, Obj: 0.221428, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.659320, Class: 0.987020, Obj: 0.063805, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882429, Class: 0.994500, Obj: 0.042157, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647545, Class: 0.994014, Obj: 0.121440, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791987, Class: 0.984573, Obj: 0.030106, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852707, Class: 0.998685, Obj: 0.089711, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.814311, Class: 0.975238, Obj: 0.367282, No Obj: 0.000385, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.768309, Class: 0.995449, Obj: 0.432202, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658646, Class: 0.995590, Obj: 0.014139, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701644, Class: 0.996041, Obj: 0.228332, No Obj: 0.000097, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902856, Class: 0.929674, Obj: 0.130247, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.563745, Class: 0.911777, Obj: 0.105154, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766032, Class: 0.989797, Obj: 0.186291, No Obj: 0.000100, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649342, Class: 0.995161, Obj: 0.355421, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654413, Class: 0.990469, Obj: 0.072507, No Obj: 0.000069, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1833: 0.507831, 0.400251 avg loss, 0.001000 rate, 3.919746 seconds, 117312 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624426, Class: 0.991975, Obj: 0.175425, No Obj: 0.000099, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676320, Class: 0.991120, Obj: 0.442145, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754740, Class: 0.995540, Obj: 0.176415, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687645, Class: 0.995280, Obj: 0.515456, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723688, Class: 0.994826, Obj: 0.136345, No Obj: 0.000169, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794214, Class: 0.988418, Obj: 0.221111, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816373, Class: 0.996062, Obj: 0.099923, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707687, Class: 0.984991, Obj: 0.340866, No Obj: 0.000350, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.698327, Class: 0.996234, Obj: 0.128943, No Obj: 0.000148, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636437, Class: 0.994336, Obj: 0.156691, No Obj: 0.000112, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804501, Class: 0.984045, Obj: 0.033191, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686060, Class: 0.994663, Obj: 0.053562, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.873779, Class: 0.989249, Obj: 0.072471, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684649, Class: 0.997427, Obj: 0.159077, No Obj: 0.000206, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.600397, Class: 0.989259, Obj: 0.104303, No Obj: 0.000133, .5R: 0.625000, .75R: 0.500000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1834: 0.636728, 0.423899 avg loss, 0.001000 rate, 3.924725 seconds, 117376 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822605, Class: 0.976287, Obj: 0.097982, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749085, Class: 0.997061, Obj: 0.095097, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660430, Class: 0.998658, Obj: 0.162613, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.425481, Class: 0.994627, Obj: 0.438441, No Obj: 0.000274, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778540, Class: 0.992722, Obj: 0.117077, No Obj: 0.000082, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.832915, Class: 0.983181, Obj: 0.425465, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.729567, Class: 0.943783, Obj: 0.000034, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698932, Class: 0.993617, Obj: 0.196602, No Obj: 0.000073, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649118, Class: 0.994325, Obj: 0.371371, No Obj: 0.000207, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.670276, Class: 0.984871, Obj: 0.109484, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595093, Class: 0.992882, Obj: 0.125935, No Obj: 0.000090, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1835: 0.301599, 0.411669 avg loss, 0.001000 rate, 3.910299 seconds, 117440 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.532039, Class: 0.997035, Obj: 0.716644, No Obj: 0.000359, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.627505, Class: 0.995968, Obj: 0.219635, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636770, Class: 0.993203, Obj: 0.005556, No Obj: 0.000038, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.601158, Class: 0.994331, Obj: 0.315566, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.659361, Class: 0.903225, Obj: 0.000290, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.896259, Class: 0.995969, Obj: 0.239012, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731604, Class: 0.996472, Obj: 0.215735, No Obj: 0.000177, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680601, Class: 0.992229, Obj: 0.005911, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.659440, Class: 0.995261, Obj: 0.087331, No Obj: 0.000159, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818476, Class: 0.994144, Obj: 0.253443, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614234, Class: 0.981801, Obj: 0.044983, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655336, Class: 0.991393, Obj: 0.024132, No Obj: 0.000053, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772777, Class: 0.996459, Obj: 0.187963, No Obj: 0.000165, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: 0.664141, Class: 0.997751, Obj: 0.833121, No Obj: 0.000395, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704323, Class: 0.995519, Obj: 0.179889, No Obj: 0.000168, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1836: 0.497119, 0.420214 avg loss, 0.001000 rate, 3.902336 seconds, 117504 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774493, Class: 0.985054, Obj: 0.229224, No Obj: 0.000165, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.668741, Class: 0.995336, Obj: 0.219709, No Obj: 0.000106, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758392, Class: 0.989447, Obj: 0.083317, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686193, Class: 0.990533, Obj: 0.178845, No Obj: 0.000110, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809976, Class: 0.999849, Obj: 0.095283, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693264, Class: 0.997919, Obj: 0.159476, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855367, Class: 0.991718, Obj: 0.122274, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765517, Class: 0.996148, Obj: 0.361472, No Obj: 0.000174, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731761, Class: 0.997750, Obj: 0.011513, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730149, Class: 0.994686, Obj: 0.197371, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824318, Class: 0.990079, Obj: 0.428098, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853609, Class: 0.994090, Obj: 0.303230, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755145, Class: 0.995655, Obj: 0.151997, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1837: 0.360170, 0.414209 avg loss, 0.001000 rate, 3.923694 seconds, 117568 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.763637, Class: 0.959886, Obj: 0.043539, No Obj: 0.000313, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.827479, Class: 0.982581, Obj: 0.167667, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772112, Class: 0.997533, Obj: 0.299850, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789598, Class: 0.970288, Obj: 0.066191, No Obj: 0.000136, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.709255, Class: 0.992951, Obj: 0.109489, No Obj: 0.000120, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778983, Class: 0.997090, Obj: 0.548079, No Obj: 0.000224, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.673945, Class: 0.996270, Obj: 0.044108, No Obj: 0.000161, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715624, Class: 0.997205, Obj: 0.199762, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729402, Class: 0.997488, Obj: 0.286788, No Obj: 0.000214, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893963, Class: 0.997264, Obj: 0.240299, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748301, Class: 0.995634, Obj: 0.089415, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.830648, Class: 0.982918, Obj: 0.109209, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774632, Class: 0.994393, Obj: 0.214402, No Obj: 0.000147, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877459, Class: 0.999483, Obj: 0.075460, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736523, Class: 0.999077, Obj: 0.431842, No Obj: 0.000149, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1838: 0.420870, 0.414876 avg loss, 0.001000 rate, 3.913428 seconds, 117632 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588820, Class: 0.998864, Obj: 0.238139, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.876940, Class: 0.994820, Obj: 0.308167, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727901, Class: 0.989374, Obj: 0.025368, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704497, Class: 0.994019, Obj: 0.089647, No Obj: 0.000106, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756608, Class: 0.993600, Obj: 0.109256, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.757112, Class: 0.997548, Obj: 0.314573, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796704, Class: 0.984667, Obj: 0.127747, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.627010, Class: 0.988442, Obj: 0.027559, No Obj: 0.000079, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810748, Class: 0.996229, Obj: 0.299988, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720856, Class: 0.995243, Obj: 0.308135, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.752962, Class: 0.996637, Obj: 0.116864, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665342, Class: 0.996925, Obj: 0.364194, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.862945, Class: 0.995258, Obj: 0.754210, No Obj: 0.000511, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766957, Class: 0.995405, Obj: 0.006754, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661558, Class: 0.993253, Obj: 0.166562, No Obj: 0.000059, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1839: 0.398079, 0.413196 avg loss, 0.001000 rate, 3.926748 seconds, 117696 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752188, Class: 0.994195, Obj: 0.706269, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700565, Class: 0.998336, Obj: 0.321001, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.838091, Class: 0.986739, Obj: 0.339887, No Obj: 0.000602, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.690037, Class: 0.965725, Obj: 0.027047, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.742219, Class: 0.995127, Obj: 0.134846, No Obj: 0.000177, .5R: 0.916667, .75R: 0.416667, count: 12 Region 82 Avg IOU: 0.851941, Class: 0.991674, Obj: 0.603549, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.761137, Class: 0.995629, Obj: 0.102262, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.809538, Class: 0.997685, Obj: 0.089794, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.870734, Class: 0.997004, Obj: 0.651778, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.441558, Class: 0.994442, Obj: 0.017707, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.574365, Class: 0.996398, Obj: 0.464213, No Obj: 0.000659, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.846362, Class: 0.996855, Obj: 0.041972, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721065, Class: 0.997456, Obj: 0.030184, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.664609, Class: 0.962306, Obj: 0.224041, No Obj: 0.000352, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.802636, Class: 0.997235, Obj: 0.249524, No Obj: 0.000181, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.673920, Class: 0.984719, Obj: 0.042902, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849904, Class: 0.995600, Obj: 0.352221, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799762, Class: 0.998025, Obj: 0.242227, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728642, Class: 0.996614, Obj: 0.358433, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.734910, Class: 0.994120, Obj: 0.107552, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1840: 0.464798, 0.418356 avg loss, 0.001000 rate, 3.920024 seconds, 117760 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741833, Class: 0.971971, Obj: 0.001151, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806802, Class: 0.997694, Obj: 0.252802, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751589, Class: 0.998868, Obj: 0.282763, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.755636, Class: 0.999240, Obj: 0.200124, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824115, Class: 0.993761, Obj: 0.787232, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.694610, Class: 0.991598, Obj: 0.222543, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779575, Class: 0.998787, Obj: 0.108383, No Obj: 0.000099, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723021, Class: 0.995019, Obj: 0.269815, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650734, Class: 0.993369, Obj: 0.104282, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.799806, Class: 0.994368, Obj: 0.347717, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800700, Class: 0.997150, Obj: 0.201423, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785091, Class: 0.987331, Obj: 0.054689, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745648, Class: 0.997495, Obj: 0.110400, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694617, Class: 0.997159, Obj: 0.215393, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1841: 0.278493, 0.404370 avg loss, 0.001000 rate, 3.925887 seconds, 117824 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680521, Class: 0.998193, Obj: 0.189471, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750603, Class: 0.991073, Obj: 0.252037, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733599, Class: 0.995019, Obj: 0.226870, No Obj: 0.000134, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608371, Class: 0.903954, Obj: 0.002850, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814456, Class: 0.988196, Obj: 0.056212, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675058, Class: 0.998138, Obj: 0.052529, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819894, Class: 0.998133, Obj: 0.276369, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715283, Class: 0.992845, Obj: 0.009524, No Obj: 0.000066, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.661145, Class: 0.991746, Obj: 0.039256, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.842856, Class: 0.984957, Obj: 0.388163, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671470, Class: 0.998917, Obj: 0.435435, No Obj: 0.000117, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1842: 0.293640, 0.393297 avg loss, 0.001000 rate, 3.907369 seconds, 117888 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736711, Class: 0.996919, Obj: 0.259070, No Obj: 0.000112, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808213, Class: 0.970847, Obj: 0.003815, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739015, Class: 0.998310, Obj: 0.295637, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.631246, Class: 0.980354, Obj: 0.023710, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670702, Class: 0.996512, Obj: 0.021849, No Obj: 0.000039, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861486, Class: 0.998479, Obj: 0.038451, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747519, Class: 0.994339, Obj: 0.043466, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745430, Class: 0.982580, Obj: 0.067815, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640798, Class: 0.997119, Obj: 0.016501, No Obj: 0.000053, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774209, Class: 0.997014, Obj: 0.182317, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.614835, Class: 0.987047, Obj: 0.005925, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.586325, Class: 0.999185, Obj: 0.080951, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693375, Class: 0.993120, Obj: 0.132260, No Obj: 0.000071, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788820, Class: 0.993031, Obj: 0.478755, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783347, Class: 0.998388, Obj: 0.185966, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1843: 0.474264, 0.401394 avg loss, 0.001000 rate, 3.923221 seconds, 117952 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670313, Class: 0.994402, Obj: 0.170572, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.648150, Class: 0.997201, Obj: 0.110872, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769695, Class: 0.995887, Obj: 0.088200, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736723, Class: 0.995093, Obj: 0.290426, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.716994, Class: 0.980305, Obj: 0.045174, No Obj: 0.000328, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.881916, Class: 0.990552, Obj: 0.111469, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.689206, Class: 0.995630, Obj: 0.001240, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824418, Class: 0.972127, Obj: 0.282103, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.860901, Class: 0.996461, Obj: 0.040282, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702119, Class: 0.998948, Obj: 0.011537, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799424, Class: 0.996571, Obj: 0.134019, No Obj: 0.000133, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000298, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893036, Class: 0.991787, Obj: 0.165858, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741256, Class: 0.993998, Obj: 0.016697, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665174, Class: 0.993924, Obj: 0.059335, No Obj: 0.000091, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1844: 0.398741, 0.401128 avg loss, 0.001000 rate, 3.907156 seconds, 118016 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851559, Class: 0.978887, Obj: 0.004270, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844391, Class: 0.996961, Obj: 0.309840, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792499, Class: 0.994496, Obj: 0.002354, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769494, Class: 0.999241, Obj: 0.293469, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756216, Class: 0.994862, Obj: 0.206732, No Obj: 0.000085, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824651, Class: 0.990210, Obj: 0.404278, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743199, Class: 0.995629, Obj: 0.145288, No Obj: 0.000098, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665185, Class: 0.977466, Obj: 0.056185, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.614275, Class: 0.996778, Obj: 0.032635, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.419433, Class: 0.987074, Obj: 0.043598, No Obj: 0.000254, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747186, Class: 0.972177, Obj: 0.338335, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.765166, Class: 0.984331, Obj: 0.001333, No Obj: 0.000024, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629242, Class: 0.999407, Obj: 0.199537, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727818, Class: 0.999195, Obj: 0.259322, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809760, Class: 0.998570, Obj: 0.276323, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.781822, Class: 0.998829, Obj: 0.272541, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1845: 0.359085, 0.396924 avg loss, 0.001000 rate, 3.917755 seconds, 118080 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779952, Class: 0.995783, Obj: 0.163273, No Obj: 0.000255, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.834396, Class: 0.998778, Obj: 0.462544, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930900, Class: 0.981254, Obj: 0.031860, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670640, Class: 0.988693, Obj: 0.077145, No Obj: 0.000088, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696985, Class: 0.999853, Obj: 0.498909, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793199, Class: 0.997792, Obj: 0.342584, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.799789, Class: 0.978259, Obj: 0.035513, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.875286, Class: 0.999846, Obj: 0.542295, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669590, Class: 0.990352, Obj: 0.058455, No Obj: 0.000078, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842204, Class: 0.990608, Obj: 0.077830, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.863398, Class: 0.996763, Obj: 0.253166, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602486, Class: 0.983456, Obj: 0.112515, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640604, Class: 0.995206, Obj: 0.001697, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798808, Class: 0.991476, Obj: 0.076369, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745086, Class: 0.998108, Obj: 0.165885, No Obj: 0.000084, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.832820, Class: 0.992117, Obj: 0.810317, No Obj: 0.000968, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751017, Class: 0.992450, Obj: 0.028858, No Obj: 0.000038, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1846: 0.393123, 0.396544 avg loss, 0.001000 rate, 3.917495 seconds, 118144 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608916, Class: 0.990574, Obj: 0.265289, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783042, Class: 0.997428, Obj: 0.132315, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.810056, Class: 0.992911, Obj: 0.499417, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.755723, Class: 0.998980, Obj: 0.153152, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786692, Class: 0.992232, Obj: 0.192146, No Obj: 0.000158, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730173, Class: 0.995137, Obj: 0.009693, No Obj: 0.000040, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823921, Class: 0.997657, Obj: 0.286722, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691612, Class: 0.994602, Obj: 0.053191, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703606, Class: 0.999533, Obj: 0.636970, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791255, Class: 0.997980, Obj: 0.070026, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800009, Class: 0.997965, Obj: 0.311150, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593059, Class: 0.990463, Obj: 0.002184, No Obj: 0.000052, .5R: 0.714286, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732833, Class: 0.985612, Obj: 0.269577, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786870, Class: 0.998006, Obj: 0.267215, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1847: 0.367933, 0.393683 avg loss, 0.001000 rate, 3.908936 seconds, 118208 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594175, Class: 0.999661, Obj: 0.155302, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626356, Class: 0.991662, Obj: 0.086473, No Obj: 0.000146, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691554, Class: 0.999721, Obj: 0.909032, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737329, Class: 0.998718, Obj: 0.188942, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792548, Class: 0.991901, Obj: 0.054646, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753612, Class: 0.982486, Obj: 0.730360, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819862, Class: 0.998859, Obj: 0.467319, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877570, Class: 0.999177, Obj: 0.146412, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.573270, Class: 0.993415, Obj: 0.011148, No Obj: 0.000101, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782372, Class: 0.997814, Obj: 0.244874, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653524, Class: 0.993197, Obj: 0.504181, No Obj: 0.000279, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759138, Class: 0.984856, Obj: 0.177769, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1848: 0.330092, 0.387324 avg loss, 0.001000 rate, 3.895875 seconds, 118272 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690366, Class: 0.991433, Obj: 0.313428, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756976, Class: 0.958003, Obj: 0.033719, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717350, Class: 0.985858, Obj: 0.024497, No Obj: 0.000116, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643653, Class: 0.999401, Obj: 0.704485, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821641, Class: 0.982626, Obj: 0.217813, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761422, Class: 0.999959, Obj: 0.280078, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.377300, Class: 0.995563, Obj: 0.262298, No Obj: 0.000114, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709041, Class: 0.994685, Obj: 0.138786, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876080, Class: 0.999125, Obj: 0.761211, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687115, Class: 0.997436, Obj: 0.117316, No Obj: 0.000112, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.629239, Class: 0.996870, Obj: 0.549728, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651601, Class: 0.998709, Obj: 0.027902, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753994, Class: 0.997680, Obj: 0.151427, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1849: 0.342376, 0.382829 avg loss, 0.001000 rate, 3.923788 seconds, 118336 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651940, Class: 0.995843, Obj: 0.090441, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730698, Class: 0.985381, Obj: 0.741195, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730102, Class: 0.997132, Obj: 0.271604, No Obj: 0.000156, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745807, Class: 0.999350, Obj: 0.061915, No Obj: 0.000211, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.763224, Class: 0.998246, Obj: 0.294181, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830090, Class: 0.993928, Obj: 0.697889, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621029, Class: 0.995769, Obj: 0.158192, No Obj: 0.000156, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658978, Class: 0.995848, Obj: 0.033350, No Obj: 0.000110, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.747757, Class: 0.986265, Obj: 0.091216, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840415, Class: 0.995055, Obj: 0.179428, No Obj: 0.000437, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.732040, Class: 0.992272, Obj: 0.121361, No Obj: 0.000147, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869773, Class: 0.993697, Obj: 0.199156, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748056, Class: 0.989666, Obj: 0.000112, No Obj: 0.000300, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721259, Class: 0.993281, Obj: 0.205809, No Obj: 0.000106, .5R: 0.833333, .75R: 0.833333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1850: 0.475054, 0.392051 avg loss, 0.001000 rate, 3.907642 seconds, 118400 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705811, Class: 0.999787, Obj: 0.625012, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.844489, Class: 0.998441, Obj: 0.428700, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688928, Class: 0.985890, Obj: 0.440060, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721593, Class: 0.994714, Obj: 0.090969, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662807, Class: 0.995588, Obj: 0.137764, No Obj: 0.000112, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642958, Class: 0.989933, Obj: 0.002000, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703906, Class: 0.995813, Obj: 0.052410, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.755482, Class: 0.998927, Obj: 0.596094, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.723195, Class: 0.985575, Obj: 0.002615, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756136, Class: 0.995568, Obj: 0.316507, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804374, Class: 0.996409, Obj: 0.186773, No Obj: 0.000174, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.755111, Class: 0.992887, Obj: 0.836898, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751363, Class: 0.998062, Obj: 0.278226, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730824, Class: 0.996322, Obj: 0.077252, No Obj: 0.000164, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.707788, Class: 0.995627, Obj: 0.105716, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1851: 0.400953, 0.392942 avg loss, 0.001000 rate, 3.918553 seconds, 118464 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820798, Class: 0.994963, Obj: 0.286825, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755477, Class: 0.997729, Obj: 0.156792, No Obj: 0.000174, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900523, Class: 0.996612, Obj: 0.071750, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607859, Class: 0.988631, Obj: 0.037719, No Obj: 0.000072, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796549, Class: 0.999751, Obj: 0.051694, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783831, Class: 0.995532, Obj: 0.215908, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801942, Class: 0.999926, Obj: 0.651661, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712038, Class: 0.986315, Obj: 0.126970, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832256, Class: 0.994035, Obj: 0.123241, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739250, Class: 0.998123, Obj: 0.004928, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781785, Class: 0.996911, Obj: 0.164239, No Obj: 0.000176, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896556, Class: 0.999143, Obj: 0.288207, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748281, Class: 0.993590, Obj: 0.072762, No Obj: 0.000113, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676360, Class: 0.983799, Obj: 0.010476, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746856, Class: 0.994197, Obj: 0.063250, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1852: 0.406369, 0.394284 avg loss, 0.001000 rate, 3.913579 seconds, 118528 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764080, Class: 0.997472, Obj: 0.116319, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877089, Class: 0.989865, Obj: 0.623441, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773636, Class: 0.992978, Obj: 0.105857, No Obj: 0.000088, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754056, Class: 0.999463, Obj: 0.833297, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809506, Class: 0.995902, Obj: 0.115815, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860699, Class: 0.993483, Obj: 0.494215, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.773360, Class: 0.995140, Obj: 0.069737, No Obj: 0.000116, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.524251, Class: 0.998852, Obj: 0.157444, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.878732, Class: 0.996042, Obj: 0.175555, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685637, Class: 0.993812, Obj: 0.007376, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704180, Class: 0.994788, Obj: 0.115901, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672677, Class: 0.989660, Obj: 0.121606, No Obj: 0.000290, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.820944, Class: 0.995212, Obj: 0.073275, No Obj: 0.000128, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751433, Class: 0.988885, Obj: 0.209446, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652470, Class: 0.956760, Obj: 0.173118, No Obj: 0.000096, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1853: 0.415643, 0.396420 avg loss, 0.001000 rate, 3.907718 seconds, 118592 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.670611, Class: 0.999340, Obj: 0.530463, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813981, Class: 0.997843, Obj: 0.055992, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709174, Class: 0.997252, Obj: 0.078077, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.583647, Class: 0.998589, Obj: 0.184927, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814717, Class: 0.973253, Obj: 0.144947, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615012, Class: 0.997448, Obj: 0.128170, No Obj: 0.000082, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.602196, Class: 0.977580, Obj: 0.028541, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587866, Class: 0.994599, Obj: 0.094583, No Obj: 0.000084, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659150, Class: 0.996795, Obj: 0.088584, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.839283, Class: 0.993321, Obj: 0.089204, No Obj: 0.000158, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: 0.725607, Class: 0.989872, Obj: 0.055491, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751205, Class: 0.975803, Obj: 0.019963, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.699248, Class: 0.990958, Obj: 0.047454, No Obj: 0.000103, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771277, Class: 0.997648, Obj: 0.399944, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774625, Class: 0.994429, Obj: 0.091403, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.708290, Class: 0.998481, Obj: 0.511541, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630845, Class: 0.995920, Obj: 0.237758, No Obj: 0.000093, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1854: 0.602977, 0.417076 avg loss, 0.001000 rate, 3.907964 seconds, 118656 images Loaded: 0.000086 seconds Region 82 Avg IOU: 0.802467, Class: 0.997278, Obj: 0.442451, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.578514, Class: 0.966571, Obj: 0.002519, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649225, Class: 0.992264, Obj: 0.077997, No Obj: 0.000145, .5R: 0.727273, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877725, Class: 0.928744, Obj: 0.000150, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756737, Class: 0.995366, Obj: 0.095457, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.891685, Class: 0.995560, Obj: 0.187991, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883858, Class: 0.999298, Obj: 0.341719, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770207, Class: 0.998729, Obj: 0.397479, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746377, Class: 0.990674, Obj: 0.069665, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.601994, Class: 0.994395, Obj: 0.121297, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.700842, Class: 0.870059, Obj: 0.118298, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824744, Class: 0.995644, Obj: 0.103924, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810024, Class: 0.999619, Obj: 0.359033, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771084, Class: 0.996852, Obj: 0.149267, No Obj: 0.000145, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858550, Class: 0.999878, Obj: 0.194362, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791692, Class: 0.996312, Obj: 0.305806, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743647, Class: 0.997343, Obj: 0.339790, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1855: 0.403296, 0.415698 avg loss, 0.001000 rate, 3.902594 seconds, 118720 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.754363, Class: 0.994769, Obj: 0.189382, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860561, Class: 0.985720, Obj: 0.019934, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724098, Class: 0.992709, Obj: 0.195965, No Obj: 0.000129, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826763, Class: 0.990591, Obj: 0.312198, No Obj: 0.000297, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.891187, Class: 0.997084, Obj: 0.825088, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579858, Class: 0.999522, Obj: 0.454574, No Obj: 0.000160, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.827081, Class: 0.993876, Obj: 0.171991, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774886, Class: 0.992280, Obj: 0.249451, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692258, Class: 0.984615, Obj: 0.016909, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623982, Class: 0.993388, Obj: 0.035937, No Obj: 0.000105, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591522, Class: 0.999584, Obj: 0.239922, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769390, Class: 0.994323, Obj: 0.144707, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790615, Class: 0.996862, Obj: 0.449099, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755691, Class: 0.995163, Obj: 0.145832, No Obj: 0.000170, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753229, Class: 0.994489, Obj: 0.145472, No Obj: 0.000124, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1856: 0.479326, 0.422061 avg loss, 0.001000 rate, 3.926391 seconds, 118784 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816821, Class: 0.995899, Obj: 0.030664, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.776967, Class: 0.995821, Obj: 0.304428, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790394, Class: 0.997641, Obj: 0.433435, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940720, Class: 0.999879, Obj: 0.748533, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823869, Class: 0.995269, Obj: 0.181272, No Obj: 0.000218, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.661933, Class: 0.977455, Obj: 0.022673, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.630367, Class: 0.999398, Obj: 0.004471, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.617027, Class: 0.981478, Obj: 0.045859, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621982, Class: 0.999013, Obj: 0.034020, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.761567, Class: 0.963771, Obj: 0.001064, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876542, Class: 0.995590, Obj: 0.174286, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738734, Class: 0.997574, Obj: 0.148769, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.798559, Class: 0.912292, Obj: 0.000084, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.690019, Class: 0.986903, Obj: 0.002005, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742219, Class: 0.994197, Obj: 0.038526, No Obj: 0.000151, .5R: 1.000000, .75R: 0.555556, count: 9 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1857: 0.358661, 0.415721 avg loss, 0.001000 rate, 3.903696 seconds, 118848 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.709833, Class: 0.879485, Obj: 0.007660, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758087, Class: 0.994798, Obj: 0.137216, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788038, Class: 0.999530, Obj: 0.702135, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781721, Class: 0.998714, Obj: 0.188514, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778270, Class: 0.990551, Obj: 0.052364, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754791, Class: 0.992377, Obj: 0.190011, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717199, Class: 0.995568, Obj: 0.217040, No Obj: 0.000125, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732395, Class: 0.998464, Obj: 0.005105, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659558, Class: 0.993911, Obj: 0.209054, No Obj: 0.000196, .5R: 0.727273, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835554, Class: 0.999749, Obj: 0.683184, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732640, Class: 0.997658, Obj: 0.414124, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850986, Class: 0.999854, Obj: 0.584246, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691362, Class: 0.994455, Obj: 0.127261, No Obj: 0.000093, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1858: 0.417464, 0.415895 avg loss, 0.001000 rate, 3.922164 seconds, 118912 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.850397, Class: 0.982578, Obj: 0.282912, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711888, Class: 0.994814, Obj: 0.110258, No Obj: 0.000124, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710905, Class: 0.975747, Obj: 0.014137, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.794546, Class: 0.995278, Obj: 0.272314, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810635, Class: 0.992452, Obj: 0.269122, No Obj: 0.000307, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.823507, Class: 0.995858, Obj: 0.079706, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822159, Class: 0.996385, Obj: 0.196535, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.758895, Class: 0.992361, Obj: 0.235669, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819132, Class: 0.994947, Obj: 0.415106, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.659339, Class: 0.996521, Obj: 0.063011, No Obj: 0.000103, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800927, Class: 0.996919, Obj: 0.266478, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794605, Class: 0.996779, Obj: 0.181518, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708435, Class: 0.996124, Obj: 0.238109, No Obj: 0.000381, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.771326, Class: 0.994080, Obj: 0.297285, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632291, Class: 0.996975, Obj: 0.106012, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.660035, Class: 0.991812, Obj: 0.122939, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1859: 0.499645, 0.424270 avg loss, 0.001000 rate, 3.910358 seconds, 118976 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783564, Class: 0.996238, Obj: 0.003028, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.793046, Class: 0.985658, Obj: 0.044246, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725723, Class: 0.992456, Obj: 0.248736, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.720690, Class: 0.995867, Obj: 0.609565, No Obj: 0.000404, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.828962, Class: 0.994910, Obj: 0.604209, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778349, Class: 0.996267, Obj: 0.103978, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670419, Class: 0.997295, Obj: 0.130537, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630931, Class: 0.997553, Obj: 0.104870, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834353, Class: 0.999605, Obj: 0.274650, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851722, Class: 0.995165, Obj: 0.140626, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754032, Class: 0.992600, Obj: 0.018715, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647958, Class: 0.965580, Obj: 0.199123, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.766762, Class: 0.997058, Obj: 0.209611, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778986, Class: 0.992427, Obj: 0.550643, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685276, Class: 0.993778, Obj: 0.103562, No Obj: 0.000117, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1860: 0.384347, 0.420278 avg loss, 0.001000 rate, 3.929750 seconds, 119040 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791946, Class: 0.995488, Obj: 0.248228, No Obj: 0.000175, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770760, Class: 0.998199, Obj: 0.292446, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.814414, Class: 0.956776, Obj: 0.025233, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782178, Class: 0.996013, Obj: 0.304980, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.481740, Class: 0.940119, Obj: 0.283814, No Obj: 0.000293, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608408, Class: 0.991957, Obj: 0.046361, No Obj: 0.000048, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754242, Class: 0.996223, Obj: 0.227448, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.765198, Class: 0.982484, Obj: 0.007354, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.837254, Class: 0.984479, Obj: 0.123242, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.737860, Class: 0.994977, Obj: 0.190753, No Obj: 0.000156, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823083, Class: 0.999572, Obj: 0.374435, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861224, Class: 0.998155, Obj: 0.090244, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740201, Class: 0.995921, Obj: 0.163414, No Obj: 0.000173, .5R: 0.900000, .75R: 0.600000, count: 10 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1861: 0.483039, 0.426554 avg loss, 0.001000 rate, 3.914669 seconds, 119104 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682080, Class: 0.997376, Obj: 0.215360, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672101, Class: 0.993733, Obj: 0.027675, No Obj: 0.000034, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789897, Class: 0.992953, Obj: 0.005524, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788150, Class: 0.997142, Obj: 0.292540, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680403, Class: 0.995365, Obj: 0.069327, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761324, Class: 0.995894, Obj: 0.202652, No Obj: 0.000153, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789921, Class: 0.999324, Obj: 0.465034, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909539, Class: 0.999217, Obj: 0.176887, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714836, Class: 0.994388, Obj: 0.107743, No Obj: 0.000112, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825236, Class: 0.995027, Obj: 0.130232, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.586857, Class: 0.986957, Obj: 0.245176, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770217, Class: 0.999678, Obj: 0.567433, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689262, Class: 0.992696, Obj: 0.058115, No Obj: 0.000093, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1862: 0.409460, 0.424844 avg loss, 0.001000 rate, 3.903786 seconds, 119168 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801105, Class: 0.996749, Obj: 0.271197, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629719, Class: 0.999445, Obj: 0.126410, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618555, Class: 0.989924, Obj: 0.167073, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748844, Class: 0.994094, Obj: 0.207726, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.481525, Class: 0.991853, Obj: 0.006738, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817043, Class: 0.996425, Obj: 0.253820, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704540, Class: 0.990328, Obj: 0.118905, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641146, Class: 0.994792, Obj: 0.053800, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750295, Class: 0.996488, Obj: 0.125913, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749615, Class: 0.997954, Obj: 0.285896, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1863: 0.296459, 0.412006 avg loss, 0.001000 rate, 3.919596 seconds, 119232 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773302, Class: 0.995875, Obj: 0.286789, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833377, Class: 0.994690, Obj: 0.326691, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738116, Class: 0.995929, Obj: 0.137032, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736547, Class: 0.998354, Obj: 0.422465, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809360, Class: 0.968581, Obj: 0.005902, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682034, Class: 0.993613, Obj: 0.204415, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859876, Class: 0.881690, Obj: 0.054489, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751780, Class: 0.996316, Obj: 0.240727, No Obj: 0.000132, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.668778, Class: 0.993656, Obj: 0.100517, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762663, Class: 0.996220, Obj: 0.041413, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.494382, Class: 0.992736, Obj: 0.014378, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745718, Class: 0.999063, Obj: 0.166189, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653722, Class: 0.995858, Obj: 0.099001, No Obj: 0.000182, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591152, Class: 0.996225, Obj: 0.147658, No Obj: 0.000063, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.701440, Class: 0.993455, Obj: 0.074918, No Obj: 0.000061, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1864: 0.366792, 0.407485 avg loss, 0.001000 rate, 3.926734 seconds, 119296 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744875, Class: 0.992705, Obj: 0.151692, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.523835, Class: 0.967364, Obj: 0.000154, No Obj: 0.000006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.672937, Class: 0.996237, Obj: 0.264421, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.512146, Class: 0.990814, Obj: 0.072829, No Obj: 0.000078, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646804, Class: 0.993608, Obj: 0.270762, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.442358, Class: 0.916380, Obj: 0.002440, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.597875, Class: 0.990981, Obj: 0.169476, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.381450, Class: 0.997095, Obj: 0.000009, No Obj: 0.000034, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653249, Class: 0.995136, Obj: 0.161525, No Obj: 0.000117, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625107, Class: 0.992017, Obj: 0.003929, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827902, Class: 0.996731, Obj: 0.276180, No Obj: 0.000167, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662494, Class: 0.990027, Obj: 0.027309, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.860668, Class: 0.994297, Obj: 0.186108, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637257, Class: 0.989801, Obj: 0.063989, No Obj: 0.000073, .5R: 0.714286, .75R: 0.285714, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1865: 0.571331, 0.423869 avg loss, 0.001000 rate, 3.923775 seconds, 119360 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766511, Class: 0.994129, Obj: 0.129915, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944830, Class: 0.999334, Obj: 0.155395, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.554581, Class: 0.983001, Obj: 0.026392, No Obj: 0.000044, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659004, Class: 0.942350, Obj: 0.134292, No Obj: 0.000094, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.891857, Class: 0.997210, Obj: 0.033378, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747832, Class: 0.994989, Obj: 0.108696, No Obj: 0.000107, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.676843, Class: 0.996199, Obj: 0.436309, No Obj: 0.000450, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868148, Class: 0.995160, Obj: 0.054702, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726851, Class: 0.997369, Obj: 0.142177, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.834812, Class: 0.999033, Obj: 0.392362, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779541, Class: 0.997361, Obj: 0.023922, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755126, Class: 0.997221, Obj: 0.218598, No Obj: 0.000143, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695242, Class: 0.999886, Obj: 0.196176, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.595684, Class: 0.992436, Obj: 0.126702, No Obj: 0.000184, .5R: 0.500000, .75R: 0.375000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1866: 0.377666, 0.419249 avg loss, 0.001000 rate, 3.925023 seconds, 119424 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811890, Class: 0.996117, Obj: 0.071752, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701433, Class: 0.996074, Obj: 0.068980, No Obj: 0.000141, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817120, Class: 0.996025, Obj: 0.127929, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710538, Class: 0.998773, Obj: 0.200770, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.706003, Class: 0.993172, Obj: 0.068811, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646148, Class: 0.991455, Obj: 0.078593, No Obj: 0.000120, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.487186, Class: 0.995264, Obj: 0.114768, No Obj: 0.000082, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779412, Class: 0.997770, Obj: 0.271058, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693237, Class: 0.990690, Obj: 0.008333, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.484293, Class: 0.994895, Obj: 0.203258, No Obj: 0.000069, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.813291, Class: 0.991426, Obj: 0.028841, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.624557, Class: 0.990161, Obj: 0.024060, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.783514, Class: 0.994174, Obj: 0.085871, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1867: 0.546661, 0.431990 avg loss, 0.001000 rate, 3.908326 seconds, 119488 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721638, Class: 0.979824, Obj: 0.269815, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.571569, Class: 0.993944, Obj: 0.061083, No Obj: 0.000038, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784194, Class: 0.992579, Obj: 0.278501, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792716, Class: 0.992010, Obj: 0.252700, No Obj: 0.000287, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.680751, Class: 0.978128, Obj: 0.007177, No Obj: 0.000088, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494988, Class: 0.996755, Obj: 0.148138, No Obj: 0.000102, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777653, Class: 0.991925, Obj: 0.320935, No Obj: 0.000170, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.756350, Class: 0.991766, Obj: 0.049679, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686727, Class: 0.994509, Obj: 0.044987, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.808036, Class: 0.995646, Obj: 0.220813, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658499, Class: 0.996207, Obj: 0.132923, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762748, Class: 0.996362, Obj: 0.079017, No Obj: 0.000119, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574169, Class: 0.950382, Obj: 0.014677, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735788, Class: 0.995329, Obj: 0.271516, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1868: 0.396704, 0.428461 avg loss, 0.001000 rate, 3.921180 seconds, 119552 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758853, Class: 0.993807, Obj: 0.060935, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844258, Class: 0.990856, Obj: 0.237219, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683332, Class: 0.994653, Obj: 0.234524, No Obj: 0.000139, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729703, Class: 0.992510, Obj: 0.316831, No Obj: 0.000196, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.807129, Class: 0.996477, Obj: 0.241468, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826665, Class: 0.988954, Obj: 0.002246, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732721, Class: 0.998255, Obj: 0.167744, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.561028, Class: 0.992522, Obj: 0.333129, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821779, Class: 0.990962, Obj: 0.143002, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831535, Class: 0.990783, Obj: 0.073142, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.795044, Class: 0.996181, Obj: 0.192015, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820015, Class: 0.989764, Obj: 0.063643, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687204, Class: 0.996212, Obj: 0.347189, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1869: 0.318266, 0.417442 avg loss, 0.001000 rate, 3.931110 seconds, 119616 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789226, Class: 0.989978, Obj: 0.263263, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.728299, Class: 0.998011, Obj: 0.280833, No Obj: 0.000149, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745031, Class: 0.993348, Obj: 0.262288, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.728852, Class: 0.996369, Obj: 0.142435, No Obj: 0.000113, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.733280, Class: 0.972857, Obj: 0.053533, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652671, Class: 0.997700, Obj: 0.044336, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695875, Class: 0.987302, Obj: 0.208644, No Obj: 0.000166, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722411, Class: 0.994362, Obj: 0.107668, No Obj: 0.000119, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744049, Class: 0.994469, Obj: 0.073247, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608746, Class: 0.998538, Obj: 0.166517, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.735045, Class: 0.993485, Obj: 0.075403, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822863, Class: 0.995768, Obj: 0.158842, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1870: 0.430641, 0.418762 avg loss, 0.001000 rate, 3.917018 seconds, 119680 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.877409, Class: 0.969541, Obj: 0.008866, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.923668, Class: 0.998756, Obj: 0.394961, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687457, Class: 0.996077, Obj: 0.018559, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722655, Class: 0.999572, Obj: 0.227932, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830937, Class: 0.991947, Obj: 0.120122, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743062, Class: 0.986042, Obj: 0.204191, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811312, Class: 0.981432, Obj: 0.344316, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746844, Class: 0.996554, Obj: 0.147371, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841007, Class: 0.989508, Obj: 0.175089, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.790730, Class: 0.998395, Obj: 0.029994, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838870, Class: 0.986164, Obj: 0.341749, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772358, Class: 0.994176, Obj: 0.176810, No Obj: 0.000137, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.650613, Class: 0.997350, Obj: 0.317832, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750408, Class: 0.991459, Obj: 0.157939, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.395970, Class: 0.985134, Obj: 0.263232, No Obj: 0.000388, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822903, Class: 0.999308, Obj: 0.514257, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698359, Class: 0.988869, Obj: 0.026564, No Obj: 0.000048, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1871: 0.315818, 0.408468 avg loss, 0.001000 rate, 3.933594 seconds, 119744 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814394, Class: 0.995852, Obj: 0.234088, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.773243, Class: 0.990252, Obj: 0.267703, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770792, Class: 0.990450, Obj: 0.120617, No Obj: 0.000143, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832008, Class: 0.991182, Obj: 0.457623, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.523097, Class: 0.993373, Obj: 0.007476, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858319, Class: 0.998220, Obj: 0.527273, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821298, Class: 0.993347, Obj: 0.149193, No Obj: 0.000087, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724125, Class: 0.999899, Obj: 0.444849, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798553, Class: 0.991395, Obj: 0.041968, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719559, Class: 0.995105, Obj: 0.137495, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851498, Class: 0.994823, Obj: 0.479826, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699210, Class: 0.996446, Obj: 0.035153, No Obj: 0.000031, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.686890, Class: 0.990171, Obj: 0.677784, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754377, Class: 0.998425, Obj: 0.286298, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807610, Class: 0.994619, Obj: 0.101033, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1872: 0.359890, 0.403610 avg loss, 0.001000 rate, 3.931657 seconds, 119808 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.630094, Class: 0.984493, Obj: 0.023658, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.749090, Class: 0.993706, Obj: 0.140224, No Obj: 0.000212, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.608387, Class: 0.990157, Obj: 0.237088, No Obj: 0.000073, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636044, Class: 0.987209, Obj: 0.083295, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.712864, Class: 0.987654, Obj: 0.118903, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.638937, Class: 0.968366, Obj: 0.013816, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715269, Class: 0.996576, Obj: 0.059985, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653263, Class: 0.993560, Obj: 0.075396, No Obj: 0.000071, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746988, Class: 0.995112, Obj: 0.199728, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.777580, Class: 0.998168, Obj: 0.602571, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722557, Class: 0.995189, Obj: 0.285435, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735835, Class: 0.992986, Obj: 0.377773, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.787094, Class: 0.995691, Obj: 0.119814, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760363, Class: 0.997694, Obj: 0.036318, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795462, Class: 0.997080, Obj: 0.171256, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1873: 0.406419, 0.403891 avg loss, 0.001000 rate, 3.924292 seconds, 119872 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622226, Class: 0.952765, Obj: 0.014130, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708289, Class: 0.993913, Obj: 0.113267, No Obj: 0.000109, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.850972, Class: 0.956131, Obj: 0.574437, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865800, Class: 0.990715, Obj: 0.303589, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.803033, Class: 0.991819, Obj: 0.026765, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.532056, Class: 0.990725, Obj: 0.132677, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.895732, Class: 0.992203, Obj: 0.172397, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.659679, Class: 0.967418, Obj: 0.053093, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.601230, Class: 0.992218, Obj: 0.062867, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852926, Class: 0.996571, Obj: 0.352078, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.474502, Class: 0.996262, Obj: 0.000052, No Obj: 0.000071, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801534, Class: 0.996197, Obj: 0.273394, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717619, Class: 0.995671, Obj: 0.133112, No Obj: 0.000161, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.870193, Class: 0.995779, Obj: 0.199828, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866666, Class: 0.999483, Obj: 0.904654, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690376, Class: 0.988319, Obj: 0.051618, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.773892, Class: 0.996862, Obj: 0.270398, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758878, Class: 0.991026, Obj: 0.180006, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672433, Class: 0.992793, Obj: 0.108489, No Obj: 0.000100, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1874: 0.523334, 0.415835 avg loss, 0.001000 rate, 3.919860 seconds, 119936 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813392, Class: 0.991287, Obj: 0.127877, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734979, Class: 0.999427, Obj: 0.723288, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.863149, Class: 0.997245, Obj: 0.231042, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801816, Class: 0.988103, Obj: 0.221779, No Obj: 0.000199, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.834034, Class: 0.991857, Obj: 0.101271, No Obj: 0.000108, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693327, Class: 0.994486, Obj: 0.144987, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840108, Class: 0.996647, Obj: 0.108851, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.800001, Class: 0.986261, Obj: 0.207222, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.649479, Class: 0.993782, Obj: 0.217793, No Obj: 0.000339, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.734657, Class: 0.999049, Obj: 0.281723, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569920, Class: 0.970752, Obj: 0.000062, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727639, Class: 0.994947, Obj: 0.185542, No Obj: 0.000229, .5R: 0.916667, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868983, Class: 0.999823, Obj: 0.306433, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744446, Class: 0.999619, Obj: 0.111552, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1875: 0.356853, 0.409937 avg loss, 0.001000 rate, 3.919260 seconds, 120000 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882350, Class: 0.998800, Obj: 0.876728, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716831, Class: 0.991506, Obj: 0.262434, No Obj: 0.000218, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763131, Class: 0.995088, Obj: 0.195675, No Obj: 0.000215, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.696589, Class: 0.988094, Obj: 0.069580, No Obj: 0.000134, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742792, Class: 0.999758, Obj: 0.174344, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776434, Class: 0.995901, Obj: 0.159838, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656047, Class: 0.957601, Obj: 0.035379, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.681203, Class: 0.998450, Obj: 0.314813, No Obj: 0.000104, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860566, Class: 0.996197, Obj: 0.079669, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781154, Class: 0.962159, Obj: 0.305043, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.881663, Class: 0.998282, Obj: 0.392988, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768044, Class: 0.987894, Obj: 0.312335, No Obj: 0.000366, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.642217, Class: 0.999233, Obj: 0.037956, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815283, Class: 0.994122, Obj: 0.166942, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1876: 0.393214, 0.408265 avg loss, 0.001000 rate, 3.918333 seconds, 120064 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879107, Class: 0.991963, Obj: 0.246377, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790326, Class: 0.986635, Obj: 0.026713, No Obj: 0.000061, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605649, Class: 0.996460, Obj: 0.027734, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741246, Class: 0.995540, Obj: 0.176318, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706421, Class: 0.990279, Obj: 0.311426, No Obj: 0.000110, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845344, Class: 0.988260, Obj: 0.331700, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716694, Class: 0.997194, Obj: 0.136321, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814547, Class: 0.982780, Obj: 0.040218, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716556, Class: 0.985059, Obj: 0.174934, No Obj: 0.000128, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857669, Class: 0.999682, Obj: 0.739802, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.576505, Class: 0.992239, Obj: 0.012615, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800488, Class: 0.999652, Obj: 0.477394, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657071, Class: 0.990403, Obj: 0.159010, No Obj: 0.000127, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1877: 0.391565, 0.406595 avg loss, 0.001000 rate, 3.920277 seconds, 120128 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765159, Class: 0.993289, Obj: 0.407367, No Obj: 0.000434, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.782221, Class: 0.993881, Obj: 0.039422, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619827, Class: 0.999925, Obj: 0.230090, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.623607, Class: 0.998946, Obj: 0.033385, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733697, Class: 0.812128, Obj: 0.137121, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.855583, Class: 0.989514, Obj: 0.119350, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777519, Class: 0.996203, Obj: 0.198263, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733601, Class: 0.995560, Obj: 0.147585, No Obj: 0.000135, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694501, Class: 0.989214, Obj: 0.067445, No Obj: 0.000156, .5R: 0.909091, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798285, Class: 0.998450, Obj: 0.373414, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805935, Class: 0.986792, Obj: 0.032137, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.822264, Class: 0.997027, Obj: 0.214409, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789525, Class: 0.995858, Obj: 0.170021, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805218, Class: 0.996629, Obj: 0.245729, No Obj: 0.000137, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1878: 0.409429, 0.406878 avg loss, 0.001000 rate, 3.919432 seconds, 120192 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793123, Class: 0.993356, Obj: 0.314134, No Obj: 0.000295, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.653076, Class: 0.992179, Obj: 0.110174, No Obj: 0.000131, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776218, Class: 0.996667, Obj: 0.312407, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704080, Class: 0.999544, Obj: 0.277471, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808980, Class: 0.996232, Obj: 0.188690, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.693562, Class: 0.991046, Obj: 0.055691, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840943, Class: 0.987723, Obj: 0.052935, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589691, Class: 0.995840, Obj: 0.159202, No Obj: 0.000087, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595008, Class: 0.983896, Obj: 0.008755, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.727777, Class: 0.992995, Obj: 0.183029, No Obj: 0.000120, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796017, Class: 0.992943, Obj: 0.084748, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.664245, Class: 0.972055, Obj: 0.109745, No Obj: 0.000122, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667028, Class: 0.999267, Obj: 0.224743, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721690, Class: 0.993452, Obj: 0.045273, No Obj: 0.000126, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861958, Class: 0.982810, Obj: 0.438564, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701855, Class: 0.991911, Obj: 0.043095, No Obj: 0.000089, .5R: 0.888889, .75R: 0.444444, count: 9 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1879: 0.530315, 0.419222 avg loss, 0.001000 rate, 3.927964 seconds, 120256 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644267, Class: 0.987421, Obj: 0.265970, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.758864, Class: 0.982372, Obj: 0.087090, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.900740, Class: 0.994968, Obj: 0.319562, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.880681, Class: 0.997650, Obj: 0.601818, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.556302, Class: 0.963136, Obj: 0.001601, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593383, Class: 0.992939, Obj: 0.010767, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.617834, Class: 0.969566, Obj: 0.000128, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.839461, Class: 0.997431, Obj: 0.202653, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780298, Class: 0.999738, Obj: 0.127217, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.613617, Class: 0.979796, Obj: 0.088226, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.672858, Class: 0.987552, Obj: 0.261776, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737459, Class: 0.996990, Obj: 0.109230, No Obj: 0.000114, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767186, Class: 0.993480, Obj: 0.190913, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813533, Class: 0.998756, Obj: 0.207062, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789812, Class: 0.996594, Obj: 0.228227, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1880: 0.216931, 0.398993 avg loss, 0.001000 rate, 3.920469 seconds, 120320 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.517351, Class: 0.996505, Obj: 0.017676, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597905, Class: 0.993306, Obj: 0.024902, No Obj: 0.000049, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724746, Class: 0.990878, Obj: 0.224617, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.755923, Class: 0.993878, Obj: 0.096609, No Obj: 0.000069, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649922, Class: 0.999760, Obj: 0.033466, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698522, Class: 0.988894, Obj: 0.032232, No Obj: 0.000091, .5R: 0.923077, .75R: 0.384615, count: 13 Region 82 Avg IOU: 0.713493, Class: 0.998100, Obj: 0.632056, No Obj: 0.000424, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596358, Class: 0.983199, Obj: 0.001768, No Obj: 0.000020, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.778588, Class: 0.984234, Obj: 0.126503, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828252, Class: 0.996970, Obj: 0.154450, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.711842, Class: 0.994669, Obj: 0.144804, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759305, Class: 0.993838, Obj: 0.077451, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642045, Class: 0.993253, Obj: 0.029481, No Obj: 0.000039, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777488, Class: 0.998605, Obj: 0.477910, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.820723, Class: 0.996381, Obj: 0.118711, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1881: 0.489359, 0.408029 avg loss, 0.001000 rate, 3.926841 seconds, 120384 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707842, Class: 0.997541, Obj: 0.003701, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.891204, Class: 0.993988, Obj: 0.149594, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796693, Class: 0.998837, Obj: 0.194293, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689620, Class: 0.993080, Obj: 0.072172, No Obj: 0.000116, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656248, Class: 0.966799, Obj: 0.791724, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667788, Class: 0.993613, Obj: 0.083049, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753257, Class: 0.999603, Obj: 0.469760, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853092, Class: 0.992528, Obj: 0.071328, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716670, Class: 0.990028, Obj: 0.142375, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790176, Class: 0.978880, Obj: 0.178827, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.693825, Class: 0.997573, Obj: 0.052883, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734241, Class: 0.993816, Obj: 0.026565, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697883, Class: 0.995057, Obj: 0.133861, No Obj: 0.000074, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1882: 0.346544, 0.401881 avg loss, 0.001000 rate, 3.923372 seconds, 120448 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855453, Class: 0.999840, Obj: 0.783409, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755490, Class: 0.996983, Obj: 0.129670, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743744, Class: 0.998772, Obj: 0.364119, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743945, Class: 0.958659, Obj: 0.191651, No Obj: 0.000124, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770497, Class: 0.998745, Obj: 0.207658, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705914, Class: 0.995392, Obj: 0.112533, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788987, Class: 0.996590, Obj: 0.165577, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672626, Class: 0.993490, Obj: 0.049845, No Obj: 0.000144, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841194, Class: 0.999655, Obj: 0.704121, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711326, Class: 0.997600, Obj: 0.118245, No Obj: 0.000099, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806107, Class: 0.997038, Obj: 0.378778, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1883: 0.360250, 0.397718 avg loss, 0.001000 rate, 3.909534 seconds, 120512 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708833, Class: 0.998728, Obj: 0.079396, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811451, Class: 0.999629, Obj: 0.126303, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788216, Class: 0.851484, Obj: 0.000015, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.612921, Class: 0.985640, Obj: 0.013166, No Obj: 0.000040, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702064, Class: 0.996612, Obj: 0.016907, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.493625, Class: 0.997181, Obj: 0.010843, No Obj: 0.000058, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774762, Class: 0.997365, Obj: 0.026496, No Obj: 0.000037, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.666354, Class: 0.997772, Obj: 0.474767, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536846, Class: 0.991631, Obj: 0.155923, No Obj: 0.000101, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728537, Class: 0.961988, Obj: 0.016673, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839303, Class: 0.998537, Obj: 0.029616, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672266, Class: 0.992853, Obj: 0.088202, No Obj: 0.000188, .5R: 0.833333, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908320, Class: 0.997151, Obj: 0.153148, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764518, Class: 0.997008, Obj: 0.578540, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1884: 0.412720, 0.399218 avg loss, 0.001000 rate, 3.918443 seconds, 120576 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.675458, Class: 0.996130, Obj: 0.033752, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748713, Class: 0.996153, Obj: 0.205083, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840772, Class: 0.989452, Obj: 0.448466, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761466, Class: 0.995164, Obj: 0.090206, No Obj: 0.000096, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.557378, Class: 0.969302, Obj: 0.009216, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790009, Class: 0.994149, Obj: 0.023128, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.757015, Class: 0.996188, Obj: 0.132681, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808095, Class: 0.991563, Obj: 0.059670, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.604576, Class: 0.992356, Obj: 0.062323, No Obj: 0.000111, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747535, Class: 0.996344, Obj: 0.395119, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767861, Class: 0.998392, Obj: 0.096412, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.753936, Class: 0.996432, Obj: 0.171286, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731569, Class: 0.893923, Obj: 0.001687, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797450, Class: 0.995563, Obj: 0.198868, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742673, Class: 0.994015, Obj: 0.104356, No Obj: 0.000117, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860626, Class: 0.996938, Obj: 0.061382, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802973, Class: 0.997109, Obj: 0.380803, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1885: 0.429737, 0.402270 avg loss, 0.001000 rate, 3.929850 seconds, 120640 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743085, Class: 0.994612, Obj: 0.150259, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789805, Class: 0.999790, Obj: 0.453219, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731353, Class: 0.995738, Obj: 0.065222, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708284, Class: 0.996340, Obj: 0.141003, No Obj: 0.000157, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.539393, Class: 0.988579, Obj: 0.311719, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789496, Class: 0.982281, Obj: 0.029808, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738918, Class: 0.994002, Obj: 0.086620, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647352, Class: 0.996528, Obj: 0.179900, No Obj: 0.000147, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676654, Class: 0.988664, Obj: 0.050939, No Obj: 0.000160, .5R: 0.727273, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837610, Class: 0.992435, Obj: 0.013975, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.769918, Class: 0.985729, Obj: 0.014389, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805937, Class: 0.996348, Obj: 0.355692, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679261, Class: 0.976687, Obj: 0.026262, No Obj: 0.000138, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1886: 0.558999, 0.417943 avg loss, 0.001000 rate, 3.923591 seconds, 120704 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852605, Class: 0.997907, Obj: 0.242651, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.500392, Class: 0.981767, Obj: 0.320012, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.796087, Class: 0.961843, Obj: 0.102589, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.831565, Class: 0.998553, Obj: 0.018886, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869667, Class: 0.974181, Obj: 0.064320, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751438, Class: 0.996296, Obj: 0.117054, No Obj: 0.000084, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773909, Class: 0.997158, Obj: 0.392592, No Obj: 0.000130, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.794399, Class: 0.991343, Obj: 0.141706, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808489, Class: 0.992552, Obj: 0.109333, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718793, Class: 0.986089, Obj: 0.036245, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726315, Class: 0.993724, Obj: 0.062464, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828507, Class: 0.984808, Obj: 0.035142, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642188, Class: 0.989086, Obj: 0.022950, No Obj: 0.000082, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810708, Class: 0.996426, Obj: 0.135264, No Obj: 0.000176, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1887: 0.374000, 0.413549 avg loss, 0.001000 rate, 3.918329 seconds, 120768 images Loaded: 0.000088 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668869, Class: 0.985892, Obj: 0.210337, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.666196, Class: 0.995701, Obj: 0.162404, No Obj: 0.000155, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784067, Class: 0.993606, Obj: 0.105961, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731284, Class: 0.994549, Obj: 0.155752, No Obj: 0.000159, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760909, Class: 0.995600, Obj: 0.059411, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844873, Class: 0.997533, Obj: 0.614408, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701918, Class: 0.996726, Obj: 0.328113, No Obj: 0.000085, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607742, Class: 0.972025, Obj: 0.001163, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688464, Class: 0.992523, Obj: 0.057913, No Obj: 0.000080, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.686747, Class: 0.997289, Obj: 0.077806, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779166, Class: 0.992882, Obj: 0.372062, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.661301, Class: 0.966059, Obj: 0.232641, No Obj: 0.000359, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682060, Class: 0.996442, Obj: 0.021616, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1888: 0.372758, 0.409469 avg loss, 0.001000 rate, 3.920865 seconds, 120832 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861724, Class: 0.995378, Obj: 0.218520, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639083, Class: 0.992782, Obj: 0.010722, No Obj: 0.000096, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809192, Class: 0.999588, Obj: 0.002003, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634130, Class: 0.995827, Obj: 0.557491, No Obj: 0.000116, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683438, Class: 0.995985, Obj: 0.059336, No Obj: 0.000093, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.779084, Class: 0.983727, Obj: 0.708437, No Obj: 0.000574, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788695, Class: 0.997316, Obj: 0.415721, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790692, Class: 0.996120, Obj: 0.150256, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780838, Class: 0.998214, Obj: 0.532531, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867854, Class: 0.997400, Obj: 0.008619, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703877, Class: 0.995378, Obj: 0.219170, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772053, Class: 0.992641, Obj: 0.047467, No Obj: 0.000107, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827564, Class: 0.991579, Obj: 0.122297, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681091, Class: 0.995233, Obj: 0.144079, No Obj: 0.000099, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1889: 0.387417, 0.407264 avg loss, 0.001000 rate, 3.917795 seconds, 120896 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798710, Class: 0.999490, Obj: 0.482654, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796678, Class: 0.997126, Obj: 0.167296, No Obj: 0.000181, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.595631, Class: 0.995154, Obj: 0.391811, No Obj: 0.000405, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798370, Class: 0.993186, Obj: 0.012202, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.796605, Class: 0.991461, Obj: 0.003123, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.663804, Class: 0.984188, Obj: 0.001672, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735511, Class: 0.993424, Obj: 0.117792, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640203, Class: 0.998545, Obj: 0.174891, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.873508, Class: 0.993955, Obj: 0.127619, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640767, Class: 0.995391, Obj: 0.093379, No Obj: 0.000094, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.487057, Class: 0.948057, Obj: 0.000480, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.732970, Class: 0.977394, Obj: 0.008352, No Obj: 0.000015, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717926, Class: 0.983855, Obj: 0.108350, No Obj: 0.000149, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.757653, Class: 0.978306, Obj: 0.144738, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.704293, Class: 0.950116, Obj: 0.004174, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692164, Class: 0.998569, Obj: 0.212977, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644101, Class: 0.995461, Obj: 0.000499, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.812367, Class: 0.991416, Obj: 0.020030, No Obj: 0.000065, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1890: 0.446850, 0.411223 avg loss, 0.001000 rate, 3.926058 seconds, 120960 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892011, Class: 0.998278, Obj: 0.015823, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706071, Class: 0.996351, Obj: 0.051796, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735991, Class: 0.998947, Obj: 0.808955, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669213, Class: 0.993169, Obj: 0.035762, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673357, Class: 0.959925, Obj: 0.137661, No Obj: 0.000119, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860741, Class: 0.993758, Obj: 0.211434, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.658494, Class: 0.993186, Obj: 0.116855, No Obj: 0.000076, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781491, Class: 0.995235, Obj: 0.190065, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750040, Class: 0.994531, Obj: 0.168425, No Obj: 0.000141, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672995, Class: 0.996149, Obj: 0.406177, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706475, Class: 0.996655, Obj: 0.648197, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692612, Class: 0.995264, Obj: 0.016255, No Obj: 0.000020, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1891: 0.372166, 0.407317 avg loss, 0.001000 rate, 3.911406 seconds, 121024 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732158, Class: 0.983798, Obj: 0.099011, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.805350, Class: 0.996688, Obj: 0.284728, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775135, Class: 0.994339, Obj: 0.086814, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794725, Class: 0.988334, Obj: 0.029108, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837179, Class: 0.996125, Obj: 0.166456, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816022, Class: 0.995284, Obj: 0.105330, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754781, Class: 0.993737, Obj: 0.044098, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.789127, Class: 0.977196, Obj: 0.576157, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.799354, Class: 0.985984, Obj: 0.089863, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600156, Class: 0.995825, Obj: 0.075041, No Obj: 0.000095, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837703, Class: 0.984518, Obj: 0.389948, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765890, Class: 0.996575, Obj: 0.325698, No Obj: 0.000074, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706728, Class: 0.997499, Obj: 0.005269, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846883, Class: 0.993252, Obj: 0.088400, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726146, Class: 0.999607, Obj: 0.497366, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754384, Class: 0.998184, Obj: 0.218973, No Obj: 0.000161, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1892: 0.330959, 0.399681 avg loss, 0.001000 rate, 3.916611 seconds, 121088 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.702906, Class: 0.962121, Obj: 0.000680, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.743910, Class: 0.980791, Obj: 0.207445, No Obj: 0.000431, .5R: 1.000000, .75R: 0.571429, count: 7 Region 106 Avg IOU: 0.822563, Class: 0.994791, Obj: 0.295183, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.816674, Class: 0.997439, Obj: 0.464009, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726599, Class: 0.992935, Obj: 0.064251, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.771300, Class: 0.984671, Obj: 0.023541, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721205, Class: 0.996799, Obj: 0.162368, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.506594, Class: 0.974097, Obj: 0.005614, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763473, Class: 0.992672, Obj: 0.354875, No Obj: 0.000240, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.851237, Class: 0.995475, Obj: 0.178094, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812593, Class: 0.983543, Obj: 0.572904, No Obj: 0.000230, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.736733, Class: 0.994984, Obj: 0.121164, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760577, Class: 0.970655, Obj: 0.375679, No Obj: 0.000347, .5R: 0.750000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.777408, Class: 0.998482, Obj: 0.338889, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760690, Class: 0.999795, Obj: 0.085660, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784708, Class: 0.997025, Obj: 0.288661, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1893: 0.344422, 0.394155 avg loss, 0.001000 rate, 3.923138 seconds, 121152 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594182, Class: 0.991127, Obj: 0.085875, No Obj: 0.000067, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.676164, Class: 0.917622, Obj: 0.000211, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654567, Class: 0.988547, Obj: 0.062581, No Obj: 0.000085, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804033, Class: 0.998757, Obj: 0.099724, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649532, Class: 0.998856, Obj: 0.149389, No Obj: 0.000039, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000343, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772745, Class: 0.996171, Obj: 0.452039, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.664062, Class: 0.994045, Obj: 0.106867, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.682917, Class: 0.997827, Obj: 0.672551, No Obj: 0.000300, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844497, Class: 0.998653, Obj: 0.435526, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817876, Class: 0.984331, Obj: 0.145402, No Obj: 0.000052, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746310, Class: 0.998449, Obj: 0.876731, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768101, Class: 0.997552, Obj: 0.115728, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726172, Class: 0.995766, Obj: 0.313894, No Obj: 0.000079, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1894: 0.393923, 0.394132 avg loss, 0.001000 rate, 3.924118 seconds, 121216 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734474, Class: 0.971240, Obj: 0.029664, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.765934, Class: 0.988044, Obj: 0.060577, No Obj: 0.000099, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770143, Class: 0.998525, Obj: 0.146701, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687683, Class: 0.994764, Obj: 0.144869, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871850, Class: 0.998401, Obj: 0.539899, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631793, Class: 0.996899, Obj: 0.162940, No Obj: 0.000063, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756052, Class: 0.989709, Obj: 0.122933, No Obj: 0.000254, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773299, Class: 0.996343, Obj: 0.166573, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528490, Class: 0.993361, Obj: 0.012378, No Obj: 0.000048, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.818442, Class: 0.991691, Obj: 0.102967, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876998, Class: 0.999310, Obj: 0.693180, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.756727, Class: 0.995699, Obj: 0.052210, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.699870, Class: 0.997690, Obj: 0.599258, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636542, Class: 0.995058, Obj: 0.204819, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.769885, Class: 0.934892, Obj: 0.066815, No Obj: 0.000617, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832089, Class: 0.999330, Obj: 0.461624, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848304, Class: 0.998363, Obj: 0.349127, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1895: 0.418168, 0.396536 avg loss, 0.001000 rate, 3.933795 seconds, 121280 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797845, Class: 0.991663, Obj: 0.361782, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.505515, Class: 0.984606, Obj: 0.302493, No Obj: 0.000077, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845606, Class: 0.998865, Obj: 0.581883, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.593966, Class: 0.996112, Obj: 0.020727, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680853, Class: 0.973862, Obj: 0.094381, No Obj: 0.000152, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.784261, Class: 0.999143, Obj: 0.498497, No Obj: 0.000157, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941190, Class: 0.983078, Obj: 0.002129, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840597, Class: 0.995135, Obj: 0.111864, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787831, Class: 0.998407, Obj: 0.259616, No Obj: 0.000152, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671897, Class: 0.996514, Obj: 0.211125, No Obj: 0.000108, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.731092, Class: 0.983217, Obj: 0.325554, No Obj: 0.000536, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.806251, Class: 0.987327, Obj: 0.279760, No Obj: 0.000253, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.764613, Class: 0.997974, Obj: 0.218956, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738800, Class: 0.997622, Obj: 0.392760, No Obj: 0.000135, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1896: 0.443140, 0.401196 avg loss, 0.001000 rate, 3.930181 seconds, 121344 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723981, Class: 0.971326, Obj: 0.005413, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808628, Class: 0.997406, Obj: 0.131984, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.786488, Class: 0.924124, Obj: 0.235373, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776247, Class: 0.999385, Obj: 0.223891, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809899, Class: 0.995993, Obj: 0.189132, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746217, Class: 0.995172, Obj: 0.293942, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746998, Class: 0.998829, Obj: 0.331585, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861248, Class: 0.999042, Obj: 0.167368, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750581, Class: 0.993211, Obj: 0.001971, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781953, Class: 0.981951, Obj: 0.288546, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.548566, Class: 0.995541, Obj: 0.127107, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.709300, Class: 0.965062, Obj: 0.065118, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631669, Class: 0.993573, Obj: 0.134215, No Obj: 0.000094, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1897: 0.255641, 0.386641 avg loss, 0.001000 rate, 3.928155 seconds, 121408 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725911, Class: 0.996948, Obj: 0.122293, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701973, Class: 0.993401, Obj: 0.071026, No Obj: 0.000116, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819262, Class: 0.990142, Obj: 0.485135, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.519112, Class: 0.994956, Obj: 0.013369, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742287, Class: 0.991636, Obj: 0.283031, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601797, Class: 0.989696, Obj: 0.298045, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.735535, Class: 0.902771, Obj: 0.126812, No Obj: 0.000395, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.894701, Class: 0.997690, Obj: 0.296011, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724252, Class: 0.994168, Obj: 0.047645, No Obj: 0.000084, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809651, Class: 0.998329, Obj: 0.480130, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675920, Class: 0.996800, Obj: 0.073131, No Obj: 0.000095, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881411, Class: 0.999299, Obj: 0.697369, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791822, Class: 0.997587, Obj: 0.110783, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614893, Class: 0.997043, Obj: 0.264899, No Obj: 0.000097, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776345, Class: 0.997475, Obj: 0.182860, No Obj: 0.000064, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1898: 0.414052, 0.389382 avg loss, 0.001000 rate, 3.922135 seconds, 121472 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734273, Class: 0.996976, Obj: 0.247204, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000370, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708074, Class: 0.986925, Obj: 0.189070, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.776437, Class: 0.993905, Obj: 0.143903, No Obj: 0.000123, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751109, Class: 0.991499, Obj: 0.096857, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766666, Class: 0.995271, Obj: 0.055767, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732519, Class: 0.991086, Obj: 0.361709, No Obj: 0.000314, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.651129, Class: 0.989649, Obj: 0.068584, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790788, Class: 0.999138, Obj: 0.151911, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828633, Class: 0.995976, Obj: 0.109483, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720162, Class: 0.990613, Obj: 0.267524, No Obj: 0.000327, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.715914, Class: 0.990106, Obj: 0.041322, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.661545, Class: 0.993786, Obj: 0.026939, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775769, Class: 0.986514, Obj: 0.049140, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797444, Class: 0.993620, Obj: 0.257614, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.603066, Class: 0.992214, Obj: 0.807703, No Obj: 0.000435, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701423, Class: 0.982667, Obj: 0.198426, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699817, Class: 0.995502, Obj: 0.119361, No Obj: 0.000172, .5R: 1.000000, .75R: 0.142857, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1899: 0.497654, 0.400209 avg loss, 0.001000 rate, 3.918841 seconds, 121536 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.826793, Class: 0.954750, Obj: 0.073728, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.759168, Class: 0.993378, Obj: 0.181749, No Obj: 0.000263, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.592800, Class: 0.995858, Obj: 0.098761, No Obj: 0.000092, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895847, Class: 0.999303, Obj: 0.736695, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822323, Class: 0.996510, Obj: 0.251228, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732133, Class: 0.998612, Obj: 0.619035, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746131, Class: 0.992642, Obj: 0.094831, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.483823, Class: 0.996254, Obj: 0.049592, No Obj: 0.000025, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758640, Class: 0.997312, Obj: 0.372327, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828098, Class: 0.992855, Obj: 0.066665, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765386, Class: 0.995590, Obj: 0.179245, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808635, Class: 0.996874, Obj: 0.573345, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.972013, Class: 0.999145, Obj: 0.200724, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802497, Class: 0.978856, Obj: 0.377861, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.821325, Class: 0.993851, Obj: 0.004371, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1900: 0.350349, 0.395223 avg loss, 0.001000 rate, 3.930987 seconds, 121600 images Loaded: 0.000082 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807385, Class: 0.902030, Obj: 0.309001, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.694360, Class: 0.997462, Obj: 0.130919, No Obj: 0.000089, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838393, Class: 0.998884, Obj: 0.157882, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704503, Class: 0.994503, Obj: 0.163709, No Obj: 0.000084, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.761882, Class: 0.995050, Obj: 0.609995, No Obj: 0.000369, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695481, Class: 0.996332, Obj: 0.220810, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.786610, Class: 0.990488, Obj: 0.197228, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.870630, Class: 0.995049, Obj: 0.495153, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.598460, Class: 0.939698, Obj: 0.009685, No Obj: 0.000100, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800174, Class: 0.999014, Obj: 0.058209, No Obj: 0.000029, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735806, Class: 0.996409, Obj: 0.165205, No Obj: 0.000064, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766342, Class: 0.996432, Obj: 0.579434, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683292, Class: 0.989891, Obj: 0.007313, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626174, Class: 0.999042, Obj: 0.209886, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772695, Class: 0.995690, Obj: 0.040417, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1901: 0.415227, 0.397223 avg loss, 0.001000 rate, 3.698748 seconds, 121664 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833505, Class: 0.990317, Obj: 0.149564, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723335, Class: 0.994822, Obj: 0.007081, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575576, Class: 0.996133, Obj: 0.182820, No Obj: 0.000140, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654492, Class: 0.988167, Obj: 0.632887, No Obj: 0.000329, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.658498, Class: 0.995725, Obj: 0.074078, No Obj: 0.000099, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772390, Class: 0.997384, Obj: 0.538303, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.417915, Class: 0.997115, Obj: 0.018227, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.837422, Class: 0.998342, Obj: 0.510087, No Obj: 0.000359, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533652, Class: 0.998750, Obj: 0.050857, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691225, Class: 0.989727, Obj: 0.118409, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.691903, Class: 0.990335, Obj: 0.128153, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783063, Class: 0.996029, Obj: 0.164958, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742117, Class: 0.995692, Obj: 0.216561, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751997, Class: 0.997506, Obj: 0.176114, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774451, Class: 0.972010, Obj: 0.075393, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1902: 0.371409, 0.394642 avg loss, 0.001000 rate, 3.928080 seconds, 121728 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814739, Class: 0.996300, Obj: 0.106132, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761252, Class: 0.997731, Obj: 0.028361, No Obj: 0.000055, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690161, Class: 0.980232, Obj: 0.274411, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797310, Class: 0.998544, Obj: 0.560718, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.822802, Class: 0.997730, Obj: 0.278051, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.707993, Class: 0.960225, Obj: 0.006799, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.586468, Class: 0.994764, Obj: 0.017526, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698508, Class: 0.994481, Obj: 0.164269, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.730073, Class: 0.999491, Obj: 0.113442, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.800459, Class: 0.998158, Obj: 0.636987, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.615100, Class: 0.954687, Obj: 0.001720, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750618, Class: 0.996589, Obj: 0.025443, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.682211, Class: 0.993290, Obj: 0.062118, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570761, Class: 0.997355, Obj: 0.359098, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.812812, Class: 0.998288, Obj: 0.174702, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697501, Class: 0.998807, Obj: 0.278140, No Obj: 0.000103, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1903: 0.321227, 0.387301 avg loss, 0.001000 rate, 3.920387 seconds, 121792 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.873792, Class: 0.986494, Obj: 0.351654, No Obj: 0.000511, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.617349, Class: 0.981407, Obj: 0.002222, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707092, Class: 0.997858, Obj: 0.116045, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730940, Class: 0.837718, Obj: 0.000070, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771057, Class: 0.995673, Obj: 0.052744, No Obj: 0.000100, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793682, Class: 0.995163, Obj: 0.054841, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.558675, Class: 0.994930, Obj: 0.101520, No Obj: 0.000068, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724336, Class: 0.992353, Obj: 0.001486, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670662, Class: 0.995218, Obj: 0.123172, No Obj: 0.000058, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758995, Class: 0.998975, Obj: 0.244136, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765477, Class: 0.995441, Obj: 0.025156, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746596, Class: 0.996858, Obj: 0.014395, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654250, Class: 0.996930, Obj: 0.252529, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782089, Class: 0.998051, Obj: 0.000511, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659431, Class: 0.997732, Obj: 0.085977, No Obj: 0.000124, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713867, Class: 0.989464, Obj: 0.565126, No Obj: 0.000218, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.870848, Class: 0.997136, Obj: 0.025098, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1904: 0.485245, 0.397095 avg loss, 0.001000 rate, 3.922008 seconds, 121856 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833030, Class: 0.999045, Obj: 0.356474, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813424, Class: 0.994831, Obj: 0.163791, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747808, Class: 0.998694, Obj: 0.067414, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630087, Class: 0.995004, Obj: 0.170366, No Obj: 0.000122, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940574, Class: 0.998832, Obj: 0.085065, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845374, Class: 0.997341, Obj: 0.208989, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861810, Class: 0.999796, Obj: 0.173600, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833958, Class: 0.998561, Obj: 0.118825, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.374910, Class: 0.835187, Obj: 0.000529, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.768944, Class: 0.998983, Obj: 0.435414, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638295, Class: 0.989164, Obj: 0.057150, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857600, Class: 0.991269, Obj: 0.067677, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705277, Class: 0.984921, Obj: 0.165819, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544972, Class: 0.985558, Obj: 0.065027, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685843, Class: 0.999140, Obj: 0.250445, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1905: 0.389533, 0.396339 avg loss, 0.001000 rate, 3.920750 seconds, 121920 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.636581, Class: 0.997687, Obj: 0.914612, No Obj: 0.000405, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763657, Class: 0.995013, Obj: 0.152380, No Obj: 0.000253, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.677685, Class: 0.994744, Obj: 0.039624, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799252, Class: 0.996993, Obj: 0.598686, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684734, Class: 0.995765, Obj: 0.049733, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.907111, Class: 0.998062, Obj: 0.485616, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800046, Class: 0.996674, Obj: 0.174894, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798647, Class: 0.998694, Obj: 0.339154, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729021, Class: 0.995777, Obj: 0.051020, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682756, Class: 0.993458, Obj: 0.075637, No Obj: 0.000119, .5R: 0.833333, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775439, Class: 0.989139, Obj: 0.210753, No Obj: 0.000329, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.826563, Class: 0.997990, Obj: 0.299591, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706575, Class: 0.983474, Obj: 0.025247, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.826152, Class: 0.999240, Obj: 0.131250, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835485, Class: 0.997555, Obj: 0.369787, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760286, Class: 0.994945, Obj: 0.030137, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1906: 0.425028, 0.399208 avg loss, 0.001000 rate, 3.920997 seconds, 121984 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678696, Class: 0.997003, Obj: 0.156605, No Obj: 0.000146, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801304, Class: 0.986541, Obj: 0.001022, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695688, Class: 0.986407, Obj: 0.039043, No Obj: 0.000061, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733093, Class: 0.996432, Obj: 0.347040, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650919, Class: 0.992301, Obj: 0.103337, No Obj: 0.000078, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789737, Class: 0.996595, Obj: 0.359531, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.606355, Class: 0.977390, Obj: 0.047104, No Obj: 0.000055, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.935371, Class: 0.996430, Obj: 0.047416, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756983, Class: 0.999883, Obj: 0.088422, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727280, Class: 0.961296, Obj: 0.028973, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719950, Class: 0.998194, Obj: 0.124409, No Obj: 0.000100, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742806, Class: 0.994580, Obj: 0.075773, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723927, Class: 0.996872, Obj: 0.138258, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1907: 0.480272, 0.407314 avg loss, 0.001000 rate, 3.925864 seconds, 122048 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698479, Class: 0.989971, Obj: 0.010913, No Obj: 0.000033, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.598235, Class: 0.995466, Obj: 0.056467, No Obj: 0.000112, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680771, Class: 0.994012, Obj: 0.102946, No Obj: 0.000079, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739467, Class: 0.998465, Obj: 0.099586, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728450, Class: 0.997830, Obj: 0.116772, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.817455, Class: 0.994653, Obj: 0.213837, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.869870, Class: 0.997775, Obj: 0.653481, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.755143, Class: 0.982629, Obj: 0.023737, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730826, Class: 0.995850, Obj: 0.077463, No Obj: 0.000134, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722247, Class: 0.996370, Obj: 0.367342, No Obj: 0.000280, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.684330, Class: 0.996895, Obj: 0.193401, No Obj: 0.000125, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818795, Class: 0.999924, Obj: 0.692558, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690669, Class: 0.995582, Obj: 0.056913, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.593365, Class: 0.995274, Obj: 0.094976, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713918, Class: 0.997169, Obj: 0.351070, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1908: 0.447043, 0.411287 avg loss, 0.001000 rate, 3.923882 seconds, 122112 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000283, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665266, Class: 0.996712, Obj: 0.206240, No Obj: 0.000241, .5R: 0.846154, .75R: 0.384615, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772615, Class: 0.997652, Obj: 0.469344, No Obj: 0.000280, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.629137, Class: 0.993058, Obj: 0.016881, No Obj: 0.000080, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639824, Class: 0.998588, Obj: 0.050173, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594937, Class: 0.997753, Obj: 0.032148, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703916, Class: 0.994505, Obj: 0.067290, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805644, Class: 0.998407, Obj: 0.226378, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744770, Class: 0.990243, Obj: 0.323503, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729640, Class: 0.996880, Obj: 0.054371, No Obj: 0.000087, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.750659, Class: 0.998924, Obj: 0.467921, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497448, Class: 0.999518, Obj: 0.110631, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763289, Class: 0.996028, Obj: 0.279116, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686204, Class: 0.996717, Obj: 0.074280, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1909: 0.514640, 0.421622 avg loss, 0.001000 rate, 3.924666 seconds, 122176 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812208, Class: 0.997044, Obj: 0.115381, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882185, Class: 0.993537, Obj: 0.259479, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761670, Class: 0.995405, Obj: 0.023163, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740774, Class: 0.999309, Obj: 0.456445, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756441, Class: 0.998118, Obj: 0.217590, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.741216, Class: 0.990943, Obj: 0.009415, No Obj: 0.000400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798768, Class: 0.994042, Obj: 0.240514, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736007, Class: 0.969894, Obj: 0.036736, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798778, Class: 0.999308, Obj: 0.323021, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672158, Class: 0.989215, Obj: 0.077957, No Obj: 0.000195, .5R: 0.833333, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654407, Class: 0.997256, Obj: 0.230105, No Obj: 0.000133, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680938, Class: 0.999760, Obj: 0.052443, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639252, Class: 0.997093, Obj: 0.067621, No Obj: 0.000087, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1910: 0.458668, 0.425327 avg loss, 0.001000 rate, 3.926902 seconds, 122240 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.542017, Class: 0.953703, Obj: 0.015507, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754265, Class: 0.996980, Obj: 0.114867, No Obj: 0.000150, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.578346, Class: 0.992264, Obj: 0.485004, No Obj: 0.000763, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743466, Class: 0.993680, Obj: 0.097961, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684948, Class: 0.995048, Obj: 0.139107, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717626, Class: 0.995472, Obj: 0.170189, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765150, Class: 0.997166, Obj: 0.201320, No Obj: 0.000144, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.693720, Class: 0.992380, Obj: 0.005650, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804230, Class: 0.996824, Obj: 0.138496, No Obj: 0.000193, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752298, Class: 0.998311, Obj: 0.526354, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817905, Class: 0.998718, Obj: 0.344502, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719380, Class: 0.998006, Obj: 0.102649, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771975, Class: 0.989121, Obj: 0.315495, No Obj: 0.000227, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.748398, Class: 0.996688, Obj: 0.225877, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1911: 0.435207, 0.426315 avg loss, 0.001000 rate, 3.921492 seconds, 122304 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.686638, Class: 0.990444, Obj: 0.293582, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.867950, Class: 0.997692, Obj: 0.535254, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763546, Class: 0.988581, Obj: 0.159549, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841648, Class: 0.999684, Obj: 0.383344, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792197, Class: 0.999641, Obj: 0.489995, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798893, Class: 0.991955, Obj: 0.323054, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793708, Class: 0.995160, Obj: 0.148704, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.671534, Class: 0.970486, Obj: 0.023250, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.811974, Class: 0.993942, Obj: 0.006484, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798765, Class: 0.991319, Obj: 0.180294, No Obj: 0.000168, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.693649, Class: 0.996042, Obj: 0.150023, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765894, Class: 0.976223, Obj: 0.061810, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806600, Class: 0.985379, Obj: 0.004595, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603586, Class: 0.990083, Obj: 0.119358, No Obj: 0.000083, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.795534, Class: 0.990332, Obj: 0.094265, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.833276, Class: 0.994046, Obj: 0.103166, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.947726, Class: 0.997348, Obj: 0.591623, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713111, Class: 0.998735, Obj: 0.500373, No Obj: 0.000176, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1912: 0.364952, 0.420179 avg loss, 0.001000 rate, 3.929031 seconds, 122368 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850578, Class: 0.997718, Obj: 0.052565, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754992, Class: 0.999711, Obj: 0.632392, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.617129, Class: 0.997581, Obj: 0.242583, No Obj: 0.000128, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703910, Class: 0.992609, Obj: 0.178784, No Obj: 0.000228, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.709808, Class: 0.996341, Obj: 0.042236, No Obj: 0.000136, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757868, Class: 0.999462, Obj: 0.513099, No Obj: 0.000255, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.713510, Class: 0.998915, Obj: 0.231475, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672896, Class: 0.999953, Obj: 0.200147, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743105, Class: 0.998488, Obj: 0.324189, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718536, Class: 0.999382, Obj: 0.133744, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710594, Class: 0.994728, Obj: 0.046140, No Obj: 0.000106, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860101, Class: 0.999551, Obj: 0.586248, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839647, Class: 0.998063, Obj: 0.385073, No Obj: 0.000193, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809366, Class: 0.985583, Obj: 0.238237, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761328, Class: 0.998757, Obj: 0.244394, No Obj: 0.000110, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1913: 0.365427, 0.414703 avg loss, 0.001000 rate, 3.923329 seconds, 122432 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758280, Class: 0.993238, Obj: 0.038515, No Obj: 0.000155, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.800671, Class: 0.998050, Obj: 0.132243, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.736622, Class: 0.986963, Obj: 0.533346, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682902, Class: 0.996570, Obj: 0.105865, No Obj: 0.000152, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.713170, Class: 0.986833, Obj: 0.260930, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.762967, Class: 0.992388, Obj: 0.402445, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.892495, Class: 0.998779, Obj: 0.057859, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680141, Class: 0.999383, Obj: 0.190905, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713602, Class: 0.997779, Obj: 0.142359, No Obj: 0.000130, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799245, Class: 0.992009, Obj: 0.185682, No Obj: 0.000302, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.729554, Class: 0.995914, Obj: 0.089351, No Obj: 0.000127, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.537625, Class: 0.709647, Obj: 0.000010, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766894, Class: 0.999551, Obj: 0.358602, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821858, Class: 0.998342, Obj: 0.422935, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.676975, Class: 0.993202, Obj: 0.054042, No Obj: 0.000085, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1914: 0.393672, 0.412600 avg loss, 0.001000 rate, 3.924802 seconds, 122496 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.677559, Class: 0.986735, Obj: 0.007982, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701334, Class: 0.997890, Obj: 0.065917, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753036, Class: 0.996373, Obj: 0.180765, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660906, Class: 0.984263, Obj: 0.114426, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716084, Class: 0.998195, Obj: 0.031838, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867708, Class: 0.995025, Obj: 0.550951, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814493, Class: 0.999116, Obj: 0.179242, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797415, Class: 0.991431, Obj: 0.493384, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.569127, Class: 0.997266, Obj: 0.020791, No Obj: 0.000052, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853549, Class: 0.993474, Obj: 0.051322, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714117, Class: 0.997929, Obj: 0.132715, No Obj: 0.000072, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758169, Class: 0.991394, Obj: 0.135219, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625945, Class: 0.996787, Obj: 0.257955, No Obj: 0.000077, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869227, Class: 0.998333, Obj: 0.073432, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1915: 0.311294, 0.402470 avg loss, 0.001000 rate, 3.918878 seconds, 122560 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762702, Class: 0.989559, Obj: 0.749740, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674108, Class: 0.996117, Obj: 0.082740, No Obj: 0.000105, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797478, Class: 0.999088, Obj: 0.043657, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643630, Class: 0.984733, Obj: 0.018201, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.822645, Class: 0.988728, Obj: 0.154743, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717643, Class: 0.997898, Obj: 0.043757, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801335, Class: 0.999818, Obj: 0.183606, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708448, Class: 0.997847, Obj: 0.093919, No Obj: 0.000096, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512210, Class: 0.984739, Obj: 0.008470, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823271, Class: 0.996265, Obj: 0.236850, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.753105, Class: 0.997131, Obj: 0.078757, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876092, Class: 0.995870, Obj: 0.106125, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696649, Class: 0.995208, Obj: 0.093257, No Obj: 0.000076, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861647, Class: 0.990924, Obj: 0.149970, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745324, Class: 0.998896, Obj: 0.082580, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1916: 0.372030, 0.399426 avg loss, 0.001000 rate, 3.919232 seconds, 122624 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914028, Class: 0.973629, Obj: 0.200491, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712074, Class: 0.995152, Obj: 0.104757, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855146, Class: 0.996753, Obj: 0.006224, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883983, Class: 0.999570, Obj: 0.392604, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795675, Class: 0.997465, Obj: 0.293199, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753340, Class: 0.994345, Obj: 0.027577, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830430, Class: 0.999948, Obj: 0.752362, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639874, Class: 0.998073, Obj: 0.213345, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873734, Class: 0.997807, Obj: 0.082969, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764464, Class: 0.994129, Obj: 0.011307, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.772681, Class: 0.963093, Obj: 0.004738, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.862068, Class: 0.999579, Obj: 0.792471, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788507, Class: 0.992372, Obj: 0.057273, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743143, Class: 0.991221, Obj: 0.208445, No Obj: 0.000242, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.704588, Class: 0.996775, Obj: 0.088362, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780387, Class: 0.998670, Obj: 0.147194, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1917: 0.401924, 0.399676 avg loss, 0.001000 rate, 3.915374 seconds, 122688 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668165, Class: 0.993448, Obj: 0.113953, No Obj: 0.000097, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765179, Class: 0.999779, Obj: 0.434831, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830198, Class: 0.997733, Obj: 0.172623, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689641, Class: 0.999250, Obj: 0.658143, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802162, Class: 0.999061, Obj: 0.558296, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892134, Class: 0.980227, Obj: 0.184128, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797915, Class: 0.997799, Obj: 0.140739, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687363, Class: 0.997043, Obj: 0.066367, No Obj: 0.000046, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716058, Class: 0.997131, Obj: 0.048407, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648798, Class: 0.998091, Obj: 0.117703, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752460, Class: 0.996516, Obj: 0.058068, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.559979, Class: 0.945864, Obj: 0.008251, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744588, Class: 0.953200, Obj: 0.001189, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665501, Class: 0.994782, Obj: 0.135060, No Obj: 0.000051, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1918: 0.328793, 0.392587 avg loss, 0.001000 rate, 3.922629 seconds, 122752 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761033, Class: 0.995364, Obj: 0.074273, No Obj: 0.000090, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685198, Class: 0.998318, Obj: 0.173708, No Obj: 0.000105, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641945, Class: 0.992972, Obj: 0.188256, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780853, Class: 0.999743, Obj: 0.611340, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696238, Class: 0.999495, Obj: 0.139019, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822564, Class: 0.998388, Obj: 0.842349, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717944, Class: 0.994389, Obj: 0.034603, No Obj: 0.000056, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788995, Class: 0.996118, Obj: 0.248588, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.614256, Class: 0.995910, Obj: 0.049575, No Obj: 0.000081, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592369, Class: 0.987925, Obj: 0.106796, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762928, Class: 0.996281, Obj: 0.114763, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612022, Class: 0.995775, Obj: 0.118142, No Obj: 0.000111, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1919: 0.469548, 0.400283 avg loss, 0.001000 rate, 3.909134 seconds, 122816 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821992, Class: 0.998888, Obj: 0.027235, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648517, Class: 0.998896, Obj: 0.170509, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743462, Class: 0.998432, Obj: 0.579821, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.709130, Class: 0.995946, Obj: 0.078810, No Obj: 0.000124, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833363, Class: 0.999499, Obj: 0.474696, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825606, Class: 0.993338, Obj: 0.237451, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.853731, Class: 0.997570, Obj: 0.291002, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784072, Class: 0.999109, Obj: 0.414507, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789796, Class: 0.997429, Obj: 0.040126, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748007, Class: 0.992462, Obj: 0.042865, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851415, Class: 0.997005, Obj: 0.127116, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730879, Class: 0.997405, Obj: 0.088138, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732120, Class: 0.994632, Obj: 0.098638, No Obj: 0.000114, .5R: 0.833333, .75R: 0.833333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1920: 0.317633, 0.392018 avg loss, 0.001000 rate, 3.895709 seconds, 122880 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655047, Class: 0.996286, Obj: 0.003016, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714594, Class: 0.996403, Obj: 0.190607, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580458, Class: 0.997206, Obj: 0.050593, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752032, Class: 0.991357, Obj: 0.007133, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.922771, Class: 0.996000, Obj: 0.243565, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.926378, Class: 0.999452, Obj: 0.380726, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693646, Class: 0.996610, Obj: 0.345355, No Obj: 0.000218, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802054, Class: 0.947646, Obj: 0.289407, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716637, Class: 0.974423, Obj: 0.122331, No Obj: 0.000075, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804609, Class: 0.998412, Obj: 0.263519, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726641, Class: 0.985330, Obj: 0.095749, No Obj: 0.000136, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674400, Class: 0.993969, Obj: 0.045543, No Obj: 0.000070, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1921: 0.329375, 0.385754 avg loss, 0.001000 rate, 3.905184 seconds, 122944 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.697033, Class: 0.999088, Obj: 0.279519, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788438, Class: 0.994028, Obj: 0.435648, No Obj: 0.000395, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.882822, Class: 0.999203, Obj: 0.373006, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747958, Class: 0.980341, Obj: 0.009937, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766024, Class: 0.995269, Obj: 0.241324, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798217, Class: 0.997135, Obj: 0.133088, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744006, Class: 0.990154, Obj: 0.027502, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886730, Class: 0.999845, Obj: 0.496509, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.643799, Class: 0.996492, Obj: 0.095534, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720452, Class: 0.998865, Obj: 0.013804, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792971, Class: 0.992323, Obj: 0.144874, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699380, Class: 0.998413, Obj: 0.356503, No Obj: 0.000162, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675615, Class: 0.996221, Obj: 0.162391, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806589, Class: 0.997235, Obj: 0.324523, No Obj: 0.000171, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1922: 0.362769, 0.383456 avg loss, 0.001000 rate, 3.920532 seconds, 123008 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771321, Class: 0.979872, Obj: 0.170939, No Obj: 0.000234, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727007, Class: 0.989865, Obj: 0.123481, No Obj: 0.000099, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.366203, Class: 0.942240, Obj: 0.011795, No Obj: 0.000206, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.796658, Class: 0.992035, Obj: 0.001810, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552157, Class: 0.995409, Obj: 0.249660, No Obj: 0.000114, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846578, Class: 0.998914, Obj: 0.321388, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745444, Class: 0.997044, Obj: 0.044847, No Obj: 0.000093, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593113, Class: 0.993843, Obj: 0.115994, No Obj: 0.000059, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858841, Class: 0.999508, Obj: 0.663855, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.613146, Class: 0.990615, Obj: 0.078006, No Obj: 0.000128, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.663799, Class: 0.996631, Obj: 0.829834, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.778712, Class: 0.994939, Obj: 0.063084, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.703178, Class: 0.994521, Obj: 0.063394, No Obj: 0.000092, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732636, Class: 0.992639, Obj: 0.303484, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.453274, Class: 0.986005, Obj: 0.022190, No Obj: 0.000064, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.818468, Class: 0.995792, Obj: 0.156922, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784189, Class: 0.997921, Obj: 0.261038, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.661042, Class: 0.990667, Obj: 0.011856, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1923: 0.683890, 0.413499 avg loss, 0.001000 rate, 3.932175 seconds, 123072 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702956, Class: 0.997323, Obj: 0.176955, No Obj: 0.000138, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.674783, Class: 0.994583, Obj: 0.042714, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758702, Class: 0.982003, Obj: 0.307615, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.284427, Class: 0.994194, Obj: 0.000370, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744845, Class: 0.990845, Obj: 0.108748, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705396, Class: 0.996566, Obj: 0.162858, No Obj: 0.000146, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813851, Class: 0.992743, Obj: 0.183450, No Obj: 0.000243, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.659755, Class: 0.991371, Obj: 0.162003, No Obj: 0.000159, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662013, Class: 0.995663, Obj: 0.163651, No Obj: 0.000108, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902116, Class: 0.997948, Obj: 0.878095, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651417, Class: 0.994042, Obj: 0.080577, No Obj: 0.000117, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724078, Class: 0.996101, Obj: 0.019886, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710608, Class: 0.990045, Obj: 0.153608, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1924: 0.527408, 0.424890 avg loss, 0.001000 rate, 3.910409 seconds, 123136 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876100, Class: 0.994130, Obj: 0.647436, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719014, Class: 0.998892, Obj: 0.162362, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741611, Class: 0.997424, Obj: 0.205861, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777860, Class: 0.997380, Obj: 0.215775, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.600123, Class: 0.972124, Obj: 0.038198, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.681318, Class: 0.994550, Obj: 0.159572, No Obj: 0.000153, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705322, Class: 0.997889, Obj: 0.249066, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730979, Class: 0.998968, Obj: 0.984425, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750211, Class: 0.999618, Obj: 0.182035, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780971, Class: 0.969537, Obj: 0.012414, No Obj: 0.000194, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.524130, Class: 0.992134, Obj: 0.080137, No Obj: 0.000128, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658560, Class: 0.988657, Obj: 0.129203, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.749937, Class: 0.996229, Obj: 0.044112, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757015, Class: 0.992092, Obj: 0.109529, No Obj: 0.000204, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.653681, Class: 0.989973, Obj: 0.027656, No Obj: 0.000117, .5R: 0.800000, .75R: 0.300000, count: 10 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1925: 0.571490, 0.439550 avg loss, 0.001000 rate, 3.911585 seconds, 123200 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730094, Class: 0.993168, Obj: 0.445180, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747119, Class: 0.994412, Obj: 0.056443, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846365, Class: 0.997394, Obj: 0.085231, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754797, Class: 0.997545, Obj: 0.260548, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761918, Class: 0.999808, Obj: 0.946229, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612015, Class: 0.996313, Obj: 0.017294, No Obj: 0.000069, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.682583, Class: 0.988896, Obj: 0.021081, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.811481, Class: 0.995731, Obj: 0.213541, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704582, Class: 0.996253, Obj: 0.062532, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792912, Class: 0.997038, Obj: 0.134870, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784944, Class: 0.997063, Obj: 0.051533, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661510, Class: 0.995464, Obj: 0.100995, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763332, Class: 0.994417, Obj: 0.006206, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791004, Class: 0.995112, Obj: 0.030223, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904916, Class: 0.990714, Obj: 0.578123, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632245, Class: 0.995951, Obj: 0.061174, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1926: 0.361421, 0.431737 avg loss, 0.001000 rate, 3.916251 seconds, 123264 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670709, Class: 0.987401, Obj: 0.086864, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857477, Class: 0.991615, Obj: 0.012318, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789421, Class: 0.992548, Obj: 0.513339, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.623930, Class: 0.990576, Obj: 0.094550, No Obj: 0.000092, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824677, Class: 0.986713, Obj: 0.172847, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790610, Class: 0.997637, Obj: 0.186185, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.519059, Class: 0.998967, Obj: 0.799688, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.654974, Class: 0.999796, Obj: 0.126909, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.470306, Class: 0.997528, Obj: 0.173786, No Obj: 0.000081, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735551, Class: 0.976061, Obj: 0.326336, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688304, Class: 0.991888, Obj: 0.013680, No Obj: 0.000083, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910095, Class: 0.998229, Obj: 0.720816, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687583, Class: 0.991830, Obj: 0.008712, No Obj: 0.000036, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756171, Class: 0.996794, Obj: 0.081851, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1927: 0.387101, 0.427273 avg loss, 0.001000 rate, 3.902660 seconds, 123328 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834663, Class: 0.981149, Obj: 0.095169, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830607, Class: 0.997582, Obj: 0.100008, No Obj: 0.000119, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: 0.480127, Class: 0.992034, Obj: 0.043521, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.740308, Class: 0.990951, Obj: 0.406848, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767673, Class: 0.995824, Obj: 0.108289, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.629121, Class: 0.987454, Obj: 0.153995, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744053, Class: 0.993240, Obj: 0.850832, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730570, Class: 0.992073, Obj: 0.027646, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755363, Class: 0.994058, Obj: 0.499530, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782182, Class: 0.991640, Obj: 0.098073, No Obj: 0.000083, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.615960, Class: 0.995421, Obj: 0.335497, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813209, Class: 0.995990, Obj: 0.065225, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669771, Class: 0.900593, Obj: 0.000046, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780082, Class: 0.996432, Obj: 0.150479, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812932, Class: 0.998014, Obj: 0.028580, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799288, Class: 0.996421, Obj: 0.039865, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1928: 0.341242, 0.418670 avg loss, 0.001000 rate, 3.915440 seconds, 123392 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907964, Class: 0.999090, Obj: 0.055589, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702266, Class: 0.997538, Obj: 0.033963, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783361, Class: 0.998460, Obj: 0.247539, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757918, Class: 0.993187, Obj: 0.100887, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853540, Class: 0.999241, Obj: 0.039876, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711519, Class: 0.995699, Obj: 0.286144, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715300, Class: 0.995043, Obj: 0.036102, No Obj: 0.000062, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847344, Class: 0.999475, Obj: 0.817205, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785803, Class: 0.998029, Obj: 0.198264, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.677603, Class: 0.997955, Obj: 0.554780, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.794869, Class: 0.997041, Obj: 0.719909, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637911, Class: 0.995724, Obj: 0.062849, No Obj: 0.000054, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892464, Class: 0.999419, Obj: 0.429390, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828406, Class: 0.995290, Obj: 0.052932, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1929: 0.243915, 0.401195 avg loss, 0.001000 rate, 3.914542 seconds, 123456 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842701, Class: 0.999106, Obj: 0.349538, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776918, Class: 0.996579, Obj: 0.151016, No Obj: 0.000094, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804175, Class: 0.996539, Obj: 0.779038, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720012, Class: 0.967576, Obj: 0.092177, No Obj: 0.000072, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774149, Class: 0.992412, Obj: 0.150963, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.603006, Class: 0.997544, Obj: 0.023730, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800766, Class: 0.997467, Obj: 0.307838, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.862092, Class: 0.996599, Obj: 0.127773, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761757, Class: 0.994798, Obj: 0.346933, No Obj: 0.000289, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.720608, Class: 0.997028, Obj: 0.075807, No Obj: 0.000049, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827696, Class: 0.997577, Obj: 0.399569, No Obj: 0.000206, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.740464, Class: 0.994558, Obj: 0.145511, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689478, Class: 0.994350, Obj: 0.074509, No Obj: 0.000056, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802779, Class: 0.998824, Obj: 0.420457, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637940, Class: 0.996379, Obj: 0.221677, No Obj: 0.000108, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1930: 0.365616, 0.397637 avg loss, 0.001000 rate, 3.901720 seconds, 123520 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.635105, Class: 0.995762, Obj: 0.202491, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.868653, Class: 0.998777, Obj: 0.648240, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704413, Class: 0.995741, Obj: 0.113759, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704039, Class: 0.993420, Obj: 0.054248, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.682918, Class: 0.997332, Obj: 0.008330, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.883831, Class: 0.985383, Obj: 0.005184, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.554920, Class: 0.985458, Obj: 0.011923, No Obj: 0.000036, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629763, Class: 0.996284, Obj: 0.013417, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821868, Class: 0.995735, Obj: 0.031051, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.888322, Class: 0.996161, Obj: 0.095120, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700449, Class: 0.961903, Obj: 0.003325, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.845070, Class: 0.995689, Obj: 0.142818, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.752296, Class: 0.973065, Obj: 0.165877, No Obj: 0.000507, .5R: 1.000000, .75R: 0.750000, count: 4 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846609, Class: 0.994755, Obj: 0.038245, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710102, Class: 0.996139, Obj: 0.027605, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680554, Class: 0.993702, Obj: 0.046165, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1931: 0.350749, 0.392948 avg loss, 0.001000 rate, 3.903629 seconds, 123584 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.425703, Class: 0.998406, Obj: 0.001924, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796584, Class: 0.995786, Obj: 0.108189, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766672, Class: 0.999373, Obj: 0.447176, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571276, Class: 0.983407, Obj: 0.002167, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809326, Class: 0.995600, Obj: 0.089517, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857139, Class: 0.991307, Obj: 0.796099, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712213, Class: 0.990504, Obj: 0.047237, No Obj: 0.000072, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751702, Class: 0.996259, Obj: 0.559159, No Obj: 0.000212, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.615175, Class: 0.998030, Obj: 0.179291, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.656692, Class: 0.996688, Obj: 0.053372, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744274, Class: 0.989944, Obj: 0.063870, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627006, Class: 0.994356, Obj: 0.038318, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755263, Class: 0.997790, Obj: 0.430808, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762443, Class: 0.996840, Obj: 0.031187, No Obj: 0.000076, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1932: 0.387072, 0.392360 avg loss, 0.001000 rate, 3.915460 seconds, 123648 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.787643, Class: 0.977283, Obj: 0.035922, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.946204, Class: 0.996995, Obj: 0.668606, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644661, Class: 0.997259, Obj: 0.020693, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.800694, Class: 0.998546, Obj: 0.624555, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783679, Class: 0.995443, Obj: 0.254600, No Obj: 0.000169, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.581919, Class: 0.977096, Obj: 0.047020, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.499532, Class: 0.999956, Obj: 0.131774, No Obj: 0.000065, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759396, Class: 0.995149, Obj: 0.117846, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634163, Class: 0.994557, Obj: 0.158298, No Obj: 0.000153, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844131, Class: 0.997701, Obj: 0.078238, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642639, Class: 0.994325, Obj: 0.012726, No Obj: 0.000041, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731381, Class: 0.996086, Obj: 0.101021, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595621, Class: 0.993356, Obj: 0.232668, No Obj: 0.000132, .5R: 0.571429, .75R: 0.428571, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1933: 0.420707, 0.395195 avg loss, 0.001000 rate, 3.910398 seconds, 123712 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816249, Class: 0.997087, Obj: 0.032280, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.579453, Class: 0.994592, Obj: 0.081538, No Obj: 0.000099, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652089, Class: 0.996939, Obj: 0.473642, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780634, Class: 0.999740, Obj: 0.501455, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769684, Class: 0.990061, Obj: 0.068549, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604697, Class: 0.995241, Obj: 0.068518, No Obj: 0.000111, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781065, Class: 0.997175, Obj: 0.235161, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908798, Class: 0.999191, Obj: 0.331971, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809259, Class: 0.994332, Obj: 0.147570, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654114, Class: 0.999735, Obj: 0.050921, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.842905, Class: 0.994696, Obj: 0.224846, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651806, Class: 0.995108, Obj: 0.282848, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1934: 0.406839, 0.396360 avg loss, 0.001000 rate, 3.914972 seconds, 123776 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886606, Class: 0.973189, Obj: 0.152237, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.625441, Class: 0.996919, Obj: 0.038348, No Obj: 0.000071, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655507, Class: 0.990802, Obj: 0.051728, No Obj: 0.000091, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.822189, Class: 0.996134, Obj: 0.783818, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642732, Class: 0.995304, Obj: 0.129437, No Obj: 0.000098, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738437, Class: 0.995279, Obj: 0.224940, No Obj: 0.000205, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572861, Class: 0.993902, Obj: 0.037091, No Obj: 0.000064, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828775, Class: 0.998800, Obj: 0.795062, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702512, Class: 0.999596, Obj: 0.172542, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756026, Class: 0.990424, Obj: 0.071419, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696247, Class: 0.994915, Obj: 0.195017, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.505998, Class: 0.995565, Obj: 0.105743, No Obj: 0.000121, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1935: 0.441697, 0.400893 avg loss, 0.001000 rate, 3.918031 seconds, 123840 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.627893, Class: 0.995633, Obj: 0.052437, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573597, Class: 0.991042, Obj: 0.021391, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823058, Class: 0.986104, Obj: 0.133501, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801357, Class: 0.994785, Obj: 0.305878, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838705, Class: 0.997713, Obj: 0.517734, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771241, Class: 0.994756, Obj: 0.171837, No Obj: 0.000120, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626376, Class: 0.991577, Obj: 0.025473, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.733189, Class: 0.992752, Obj: 0.099579, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758742, Class: 0.999607, Obj: 0.276838, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.808778, Class: 0.996726, Obj: 0.168952, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.468305, Class: 0.998906, Obj: 0.020974, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.462555, Class: 0.962786, Obj: 0.001426, No Obj: 0.000116, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703173, Class: 0.993024, Obj: 0.107450, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903198, Class: 0.999742, Obj: 0.675938, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690251, Class: 0.992532, Obj: 0.038554, No Obj: 0.000094, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859490, Class: 0.998790, Obj: 0.110795, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801316, Class: 0.997451, Obj: 0.215557, No Obj: 0.000166, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1936: 0.413787, 0.402183 avg loss, 0.001000 rate, 3.919647 seconds, 123904 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571240, Class: 0.980173, Obj: 0.028331, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798879, Class: 0.997322, Obj: 0.454915, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730883, Class: 0.997907, Obj: 0.129873, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885409, Class: 0.999062, Obj: 0.038680, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807100, Class: 0.993082, Obj: 0.092216, No Obj: 0.000209, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772805, Class: 0.997677, Obj: 0.095122, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717487, Class: 0.993580, Obj: 0.277095, No Obj: 0.000161, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679037, Class: 0.913733, Obj: 0.000182, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680342, Class: 0.993367, Obj: 0.127175, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.970729, Class: 0.996102, Obj: 0.187375, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646266, Class: 0.978112, Obj: 0.004275, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.596160, Class: 0.987866, Obj: 0.095543, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1937: 0.305782, 0.392543 avg loss, 0.001000 rate, 3.911545 seconds, 123968 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934551, Class: 0.998391, Obj: 0.428874, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780104, Class: 0.999793, Obj: 0.037683, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780987, Class: 0.999982, Obj: 0.824493, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739485, Class: 0.996286, Obj: 0.285976, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792643, Class: 0.994079, Obj: 0.417779, No Obj: 0.000207, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.559897, Class: 0.991913, Obj: 0.084601, No Obj: 0.000114, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.632206, Class: 0.990652, Obj: 0.003939, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745711, Class: 0.996805, Obj: 0.484264, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920292, Class: 0.999939, Obj: 0.418071, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705387, Class: 0.996756, Obj: 0.202776, No Obj: 0.000282, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.879740, Class: 0.994126, Obj: 0.522671, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.608702, Class: 0.990806, Obj: 0.141200, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.857855, Class: 0.997978, Obj: 0.075194, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880480, Class: 0.997529, Obj: 0.265648, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698974, Class: 0.999816, Obj: 0.419232, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790970, Class: 0.998371, Obj: 0.138029, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1938: 0.369956, 0.390284 avg loss, 0.001000 rate, 3.912666 seconds, 124032 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707846, Class: 0.985386, Obj: 0.145813, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668497, Class: 0.999095, Obj: 0.239112, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807721, Class: 0.992668, Obj: 0.148860, No Obj: 0.000209, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728785, Class: 0.990456, Obj: 0.105883, No Obj: 0.000160, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693257, Class: 0.999742, Obj: 0.428469, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.852616, Class: 0.992549, Obj: 0.182685, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695150, Class: 0.995023, Obj: 0.157315, No Obj: 0.000161, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719798, Class: 0.996380, Obj: 0.528065, No Obj: 0.000212, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.755781, Class: 0.993842, Obj: 0.195784, No Obj: 0.000146, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851398, Class: 0.997309, Obj: 0.489573, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740804, Class: 0.994973, Obj: 0.149844, No Obj: 0.000109, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1939: 0.504477, 0.401703 avg loss, 0.001000 rate, 3.919963 seconds, 124096 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657850, Class: 0.995544, Obj: 0.035744, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.549301, Class: 0.993293, Obj: 0.011224, No Obj: 0.000084, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521138, Class: 0.999826, Obj: 0.288721, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581546, Class: 0.986178, Obj: 0.137188, No Obj: 0.000154, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.842526, Class: 0.993114, Obj: 0.673781, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634359, Class: 0.974113, Obj: 0.130658, No Obj: 0.000062, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.602316, Class: 0.991996, Obj: 0.044130, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.724313, Class: 0.999371, Obj: 0.329963, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.663378, Class: 0.993102, Obj: 0.215828, No Obj: 0.000222, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700719, Class: 0.996540, Obj: 0.194148, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867038, Class: 0.994004, Obj: 0.149406, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642935, Class: 0.991678, Obj: 0.164200, No Obj: 0.000132, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853351, Class: 0.994398, Obj: 0.113913, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.697417, Class: 0.993123, Obj: 0.136924, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1940: 0.585197, 0.420053 avg loss, 0.001000 rate, 3.929544 seconds, 124160 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656919, Class: 0.996631, Obj: 0.012579, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750041, Class: 0.996825, Obj: 0.248617, No Obj: 0.000139, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000326, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795083, Class: 0.994206, Obj: 0.049747, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.781501, Class: 0.993860, Obj: 0.332079, No Obj: 0.000229, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.922879, Class: 0.999389, Obj: 0.682756, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766946, Class: 0.996069, Obj: 0.224859, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892802, Class: 0.999812, Obj: 0.475069, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.659252, Class: 0.996524, Obj: 0.232745, No Obj: 0.000133, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633680, Class: 0.997988, Obj: 0.147489, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776627, Class: 0.996388, Obj: 0.177885, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800550, Class: 0.998856, Obj: 0.131589, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.654382, Class: 0.989631, Obj: 0.005090, No Obj: 0.000100, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732113, Class: 0.996093, Obj: 0.155782, No Obj: 0.000236, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790565, Class: 0.998897, Obj: 0.547200, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699165, Class: 0.996581, Obj: 0.065921, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1941: 0.503918, 0.428439 avg loss, 0.001000 rate, 3.908917 seconds, 124224 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777376, Class: 0.995480, Obj: 0.372813, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728548, Class: 0.985771, Obj: 0.014625, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698783, Class: 0.989628, Obj: 0.287489, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769080, Class: 0.984888, Obj: 0.012547, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754965, Class: 0.996927, Obj: 0.174971, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.726919, Class: 0.998324, Obj: 0.822160, No Obj: 0.000276, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724892, Class: 0.996204, Obj: 0.134932, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686479, Class: 0.998989, Obj: 0.020907, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744394, Class: 0.993231, Obj: 0.076437, No Obj: 0.000127, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768429, Class: 0.998064, Obj: 0.152116, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.805488, Class: 0.975065, Obj: 0.066216, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.868667, Class: 0.996412, Obj: 0.128338, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808083, Class: 0.995667, Obj: 0.154297, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.463040, Class: 0.995929, Obj: 0.055655, No Obj: 0.000137, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856757, Class: 0.968435, Obj: 0.002133, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692937, Class: 0.992554, Obj: 0.146839, No Obj: 0.000157, .5R: 0.777778, .75R: 0.444444, count: 9 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1942: 0.412560, 0.426851 avg loss, 0.001000 rate, 3.902193 seconds, 124288 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817432, Class: 0.999617, Obj: 0.574424, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630474, Class: 0.996076, Obj: 0.113136, No Obj: 0.000109, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717639, Class: 0.996772, Obj: 0.373965, No Obj: 0.000173, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.694989, Class: 0.994590, Obj: 0.297092, No Obj: 0.000181, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827822, Class: 0.998768, Obj: 0.421134, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.918494, Class: 0.999851, Obj: 0.237292, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807934, Class: 0.987493, Obj: 0.046215, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598321, Class: 0.992573, Obj: 0.133089, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737264, Class: 0.995348, Obj: 0.098605, No Obj: 0.000086, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735412, Class: 0.994009, Obj: 0.527133, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807153, Class: 0.967668, Obj: 0.291647, No Obj: 0.000190, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858793, Class: 0.988164, Obj: 0.020391, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860744, Class: 0.996035, Obj: 0.205028, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.519516, Class: 0.947910, Obj: 0.006268, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776264, Class: 0.998241, Obj: 0.258959, No Obj: 0.000193, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1943: 0.369358, 0.421102 avg loss, 0.001000 rate, 3.902655 seconds, 124352 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708710, Class: 0.993211, Obj: 0.100015, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644605, Class: 0.996020, Obj: 0.104751, No Obj: 0.000098, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698012, Class: 0.996875, Obj: 0.217663, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733131, Class: 0.990995, Obj: 0.256141, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752060, Class: 0.997948, Obj: 0.252719, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754639, Class: 0.998109, Obj: 0.373657, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652080, Class: 0.994548, Obj: 0.105654, No Obj: 0.000082, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.506073, Class: 0.994745, Obj: 0.085523, No Obj: 0.000122, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.754001, Class: 0.978663, Obj: 0.010391, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.715257, Class: 0.998085, Obj: 0.304840, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722790, Class: 0.997650, Obj: 0.122551, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878819, Class: 0.999634, Obj: 0.248174, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558111, Class: 0.988796, Obj: 0.024285, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857204, Class: 0.994432, Obj: 0.118631, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1944: 0.397413, 0.418733 avg loss, 0.001000 rate, 3.917234 seconds, 124416 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705540, Class: 0.989784, Obj: 0.233227, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814349, Class: 0.996389, Obj: 0.192649, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751770, Class: 0.987402, Obj: 0.099508, No Obj: 0.000195, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.528892, Class: 0.995697, Obj: 0.117488, No Obj: 0.000097, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820851, Class: 0.999502, Obj: 0.788801, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672357, Class: 0.999715, Obj: 0.349695, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738028, Class: 0.995263, Obj: 0.181921, No Obj: 0.000206, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811900, Class: 0.976002, Obj: 0.044785, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648955, Class: 0.994349, Obj: 0.149039, No Obj: 0.000130, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785828, Class: 0.997763, Obj: 0.720009, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.835406, Class: 0.991675, Obj: 0.030206, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839339, Class: 0.940858, Obj: 0.001151, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718448, Class: 0.995500, Obj: 0.209864, No Obj: 0.000139, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768610, Class: 0.996679, Obj: 0.255520, No Obj: 0.000154, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1945: 0.515536, 0.428413 avg loss, 0.001000 rate, 3.907985 seconds, 124480 images Loaded: 0.000080 seconds Region 82 Avg IOU: 0.441237, Class: 0.960490, Obj: 0.059731, No Obj: 0.000434, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.714729, Class: 0.991598, Obj: 0.152024, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671717, Class: 0.997580, Obj: 0.040886, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788358, Class: 0.997460, Obj: 0.207441, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668919, Class: 0.994315, Obj: 0.126614, No Obj: 0.000141, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691373, Class: 0.995782, Obj: 0.243909, No Obj: 0.000097, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747991, Class: 0.981545, Obj: 0.518690, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640386, Class: 0.993749, Obj: 0.105238, No Obj: 0.000077, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.380594, Class: 0.996987, Obj: 0.132673, No Obj: 0.000047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669981, Class: 0.996121, Obj: 0.268146, No Obj: 0.000081, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.855984, Class: 0.967067, Obj: 0.013581, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691097, Class: 0.996931, Obj: 0.018257, No Obj: 0.000066, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1946: 0.426433, 0.428215 avg loss, 0.001000 rate, 3.915414 seconds, 124544 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.667428, Class: 0.987849, Obj: 0.014447, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.692136, Class: 0.978751, Obj: 0.131988, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.594503, Class: 0.995123, Obj: 0.022464, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794478, Class: 0.999220, Obj: 0.317006, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832889, Class: 0.977077, Obj: 0.101585, No Obj: 0.000401, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752970, Class: 0.991520, Obj: 0.127730, No Obj: 0.000095, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756350, Class: 0.991805, Obj: 0.540808, No Obj: 0.000523, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.765004, Class: 0.995817, Obj: 0.142505, No Obj: 0.000113, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653543, Class: 0.993758, Obj: 0.039553, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696481, Class: 0.997337, Obj: 0.147382, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860004, Class: 0.999391, Obj: 0.904845, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.597217, Class: 0.995305, Obj: 0.098412, No Obj: 0.000179, .5R: 0.666667, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822065, Class: 0.990314, Obj: 0.009332, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743219, Class: 0.997088, Obj: 0.279982, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1947: 0.448729, 0.430267 avg loss, 0.001000 rate, 3.917734 seconds, 124608 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677999, Class: 0.992351, Obj: 0.135054, No Obj: 0.000125, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865158, Class: 0.996506, Obj: 0.082768, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.754617, Class: 0.995422, Obj: 0.221891, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693723, Class: 0.995892, Obj: 0.170766, No Obj: 0.000129, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668256, Class: 0.995752, Obj: 0.164017, No Obj: 0.000113, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827501, Class: 0.999471, Obj: 0.394357, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743119, Class: 0.991978, Obj: 0.114742, No Obj: 0.000131, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.853025, Class: 0.995102, Obj: 0.183226, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747836, Class: 0.997654, Obj: 0.292589, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.740372, Class: 0.995619, Obj: 0.423158, No Obj: 0.000335, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.739096, Class: 0.999695, Obj: 0.890371, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.768293, Class: 0.995068, Obj: 0.194587, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747777, Class: 0.994393, Obj: 0.200716, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1948: 0.371486, 0.424389 avg loss, 0.001000 rate, 3.905374 seconds, 124672 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836663, Class: 0.986112, Obj: 0.204600, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.271592, Class: 0.994733, Obj: 0.002095, No Obj: 0.000053, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677275, Class: 0.992415, Obj: 0.063762, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668224, Class: 0.993989, Obj: 0.297921, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693030, Class: 0.989105, Obj: 0.165580, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.440540, Class: 0.975066, Obj: 0.073120, No Obj: 0.000146, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731976, Class: 0.997098, Obj: 0.221823, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763852, Class: 0.986735, Obj: 0.218888, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.789992, Class: 0.923349, Obj: 0.331226, No Obj: 0.000508, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.715375, Class: 0.994550, Obj: 0.461302, No Obj: 0.000375, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683581, Class: 0.995998, Obj: 0.251484, No Obj: 0.000066, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468108, Class: 0.976885, Obj: 0.011690, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.617211, Class: 0.997390, Obj: 0.228011, No Obj: 0.000323, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.533566, Class: 0.996563, Obj: 0.118785, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.822027, Class: 0.992412, Obj: 0.140029, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1949: 0.396799, 0.421630 avg loss, 0.001000 rate, 3.907041 seconds, 124736 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801056, Class: 0.997512, Obj: 0.125335, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813304, Class: 0.986480, Obj: 0.064774, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.749421, Class: 0.995649, Obj: 0.086080, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674552, Class: 0.991883, Obj: 0.194270, No Obj: 0.000109, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741061, Class: 0.994552, Obj: 0.147600, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821941, Class: 0.995362, Obj: 0.096389, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934322, Class: 0.999512, Obj: 0.930690, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789443, Class: 0.995708, Obj: 0.306734, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728616, Class: 0.999348, Obj: 0.315319, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701533, Class: 0.988108, Obj: 0.163700, No Obj: 0.000055, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.752567, Class: 0.993161, Obj: 0.028765, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794822, Class: 0.985618, Obj: 0.002583, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698384, Class: 0.991992, Obj: 0.069645, No Obj: 0.000167, .5R: 0.800000, .75R: 0.600000, count: 10 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1950: 0.405274, 0.419994 avg loss, 0.001000 rate, 3.902781 seconds, 124800 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.863735, Class: 0.969915, Obj: 0.232965, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676459, Class: 0.995808, Obj: 0.173418, No Obj: 0.000115, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843946, Class: 0.981550, Obj: 0.000205, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707697, Class: 0.997879, Obj: 0.665831, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624663, Class: 0.926151, Obj: 0.000161, No Obj: 0.000011, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602230, Class: 0.992742, Obj: 0.021194, No Obj: 0.000060, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848148, Class: 0.995974, Obj: 0.186076, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944878, Class: 0.999950, Obj: 0.251555, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861516, Class: 0.999013, Obj: 0.299097, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743786, Class: 0.980154, Obj: 0.110553, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.781802, Class: 0.994887, Obj: 0.299995, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.784251, Class: 0.993419, Obj: 0.024841, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.694876, Class: 0.994373, Obj: 0.388024, No Obj: 0.000231, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.531877, Class: 0.993875, Obj: 0.020870, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1951: 0.367573, 0.414752 avg loss, 0.001000 rate, 3.903580 seconds, 124864 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.713374, Class: 0.998287, Obj: 0.115607, No Obj: 0.000352, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.716586, Class: 0.978932, Obj: 0.120755, No Obj: 0.000207, .5R: 1.000000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.817870, Class: 0.992120, Obj: 0.022406, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782414, Class: 0.998947, Obj: 0.286583, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738483, Class: 0.992935, Obj: 0.089948, No Obj: 0.000178, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729587, Class: 0.997497, Obj: 0.136473, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.721348, Class: 0.995700, Obj: 0.066787, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726438, Class: 0.996997, Obj: 0.151797, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877731, Class: 0.995514, Obj: 0.176911, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733356, Class: 0.992608, Obj: 0.079178, No Obj: 0.000140, .5R: 1.000000, .75R: 0.615385, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696976, Class: 0.997779, Obj: 0.259100, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.770056, Class: 0.993733, Obj: 0.257848, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722759, Class: 0.995773, Obj: 0.191349, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791660, Class: 0.996009, Obj: 0.311394, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1952: 0.449172, 0.418194 avg loss, 0.001000 rate, 3.903279 seconds, 124928 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618183, Class: 0.997284, Obj: 0.228656, No Obj: 0.000117, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779452, Class: 0.997833, Obj: 0.335653, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667993, Class: 0.987948, Obj: 0.023519, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827996, Class: 0.983588, Obj: 0.015493, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684502, Class: 0.993419, Obj: 0.092109, No Obj: 0.000176, .5R: 0.750000, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699096, Class: 0.996075, Obj: 0.141425, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657843, Class: 0.986671, Obj: 0.002876, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700977, Class: 0.994587, Obj: 0.027529, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.563764, Class: 0.998117, Obj: 0.650839, No Obj: 0.000301, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609152, Class: 0.994914, Obj: 0.201490, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778295, Class: 0.999860, Obj: 0.426838, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807513, Class: 0.999398, Obj: 0.120333, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646901, Class: 0.992142, Obj: 0.075346, No Obj: 0.000122, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1953: 0.451218, 0.421496 avg loss, 0.001000 rate, 3.913706 seconds, 124992 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718303, Class: 0.984127, Obj: 0.052040, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.614590, Class: 0.993438, Obj: 0.170567, No Obj: 0.000103, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787910, Class: 0.996568, Obj: 0.324592, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788377, Class: 0.998774, Obj: 0.113118, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755803, Class: 0.994909, Obj: 0.137906, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807634, Class: 0.967877, Obj: 0.003249, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627698, Class: 0.995265, Obj: 0.266447, No Obj: 0.000094, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798136, Class: 0.973871, Obj: 0.001041, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791197, Class: 0.995370, Obj: 0.214527, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774458, Class: 0.986145, Obj: 0.378647, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757161, Class: 0.995737, Obj: 0.195595, No Obj: 0.000167, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753069, Class: 0.998444, Obj: 0.150957, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818943, Class: 0.999272, Obj: 0.043140, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.775796, Class: 0.998236, Obj: 0.125478, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1954: 0.401923, 0.419539 avg loss, 0.001000 rate, 3.917605 seconds, 125056 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.745700, Class: 0.990918, Obj: 0.891175, No Obj: 0.000440, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730682, Class: 0.995773, Obj: 0.166365, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.776845, Class: 0.996227, Obj: 0.486503, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.774189, Class: 0.991923, Obj: 0.324030, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768880, Class: 0.994115, Obj: 0.230347, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713671, Class: 0.996189, Obj: 0.126784, No Obj: 0.000116, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855666, Class: 0.999406, Obj: 0.202563, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.521418, Class: 0.989941, Obj: 0.043675, No Obj: 0.000056, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808526, Class: 0.995880, Obj: 0.317405, No Obj: 0.000131, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743137, Class: 0.978467, Obj: 0.191153, No Obj: 0.000205, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.747139, Class: 0.992254, Obj: 0.139277, No Obj: 0.000109, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795089, Class: 0.999634, Obj: 0.374844, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.882101, Class: 0.998109, Obj: 0.256537, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748438, Class: 0.997325, Obj: 0.185181, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1955: 0.346907, 0.412276 avg loss, 0.001000 rate, 3.905457 seconds, 125120 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764446, Class: 0.996928, Obj: 0.079122, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694649, Class: 0.996414, Obj: 0.176068, No Obj: 0.000125, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846469, Class: 0.998904, Obj: 0.260822, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731544, Class: 0.995440, Obj: 0.069741, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.907487, Class: 0.985112, Obj: 0.033219, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.932612, Class: 0.999726, Obj: 0.229542, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779810, Class: 0.994449, Obj: 0.170205, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.727804, Class: 0.984059, Obj: 0.035588, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.752937, Class: 0.997655, Obj: 0.334519, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.825670, Class: 0.997969, Obj: 0.188532, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768134, Class: 0.990197, Obj: 0.215843, No Obj: 0.000072, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764706, Class: 0.965147, Obj: 0.188869, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796996, Class: 0.993397, Obj: 0.021732, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734347, Class: 0.997611, Obj: 0.162451, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696212, Class: 0.999368, Obj: 0.676314, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757059, Class: 0.986351, Obj: 0.086079, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.827284, Class: 0.994384, Obj: 0.210389, No Obj: 0.000112, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1956: 0.400651, 0.411113 avg loss, 0.001000 rate, 3.907891 seconds, 125184 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877686, Class: 0.994137, Obj: 0.215350, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699203, Class: 0.996451, Obj: 0.192005, No Obj: 0.000129, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683389, Class: 0.990906, Obj: 0.002487, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.766134, Class: 0.994920, Obj: 0.040242, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745831, Class: 0.991280, Obj: 0.106755, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.742267, Class: 0.995023, Obj: 0.209421, No Obj: 0.000175, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777398, Class: 0.925625, Obj: 0.134405, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.676381, Class: 0.997083, Obj: 0.268160, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805463, Class: 0.995919, Obj: 0.208947, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742771, Class: 0.997945, Obj: 0.152390, No Obj: 0.000123, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.913904, Class: 0.997311, Obj: 0.724469, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623983, Class: 0.993147, Obj: 0.184975, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770606, Class: 0.975033, Obj: 0.026672, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.630223, Class: 0.987811, Obj: 0.063813, No Obj: 0.000077, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1957: 0.370103, 0.407012 avg loss, 0.001000 rate, 3.913471 seconds, 125248 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.676819, Class: 0.991494, Obj: 0.017124, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786570, Class: 0.987844, Obj: 0.279511, No Obj: 0.000310, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743199, Class: 0.998326, Obj: 0.194110, No Obj: 0.000135, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692125, Class: 0.980919, Obj: 0.215460, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850137, Class: 0.998798, Obj: 0.543033, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726029, Class: 0.996398, Obj: 0.141446, No Obj: 0.000122, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624498, Class: 0.976140, Obj: 0.444836, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.547593, Class: 0.990473, Obj: 0.126732, No Obj: 0.000070, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685166, Class: 0.984874, Obj: 0.078357, No Obj: 0.000289, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.862073, Class: 0.996815, Obj: 0.415940, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.506375, Class: 0.984825, Obj: 0.283317, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745406, Class: 0.998298, Obj: 0.490019, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.852888, Class: 0.991786, Obj: 0.000928, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819069, Class: 0.994566, Obj: 0.309406, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693372, Class: 0.990906, Obj: 0.059891, No Obj: 0.000162, .5R: 0.923077, .75R: 0.384615, count: 13 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1958: 0.410851, 0.407396 avg loss, 0.001000 rate, 3.901697 seconds, 125312 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776705, Class: 0.998506, Obj: 0.590362, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767313, Class: 0.997764, Obj: 0.135362, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800887, Class: 0.994947, Obj: 0.108887, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865414, Class: 0.997225, Obj: 0.414805, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.653133, Class: 0.983188, Obj: 0.024710, No Obj: 0.000105, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750539, Class: 0.998284, Obj: 0.458684, No Obj: 0.000327, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.829708, Class: 0.994916, Obj: 0.234950, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786351, Class: 0.985327, Obj: 0.001064, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.836888, Class: 0.991238, Obj: 0.053755, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778375, Class: 0.999871, Obj: 0.693402, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.577782, Class: 0.995496, Obj: 0.119094, No Obj: 0.000107, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851033, Class: 0.999802, Obj: 0.943292, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756685, Class: 0.996579, Obj: 0.165329, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541483, Class: 0.999858, Obj: 0.167712, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847914, Class: 0.999398, Obj: 0.591495, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1959: 0.317340, 0.398391 avg loss, 0.001000 rate, 3.907794 seconds, 125376 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662035, Class: 0.998530, Obj: 0.788448, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717545, Class: 0.996196, Obj: 0.212011, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787377, Class: 0.981354, Obj: 0.024084, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715733, Class: 0.993131, Obj: 0.150275, No Obj: 0.000217, .5R: 0.923077, .75R: 0.384615, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785210, Class: 0.989868, Obj: 0.121578, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710187, Class: 0.996318, Obj: 0.033976, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778469, Class: 0.998283, Obj: 0.700139, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632866, Class: 0.995855, Obj: 0.050248, No Obj: 0.000101, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813020, Class: 0.999631, Obj: 0.157864, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643183, Class: 0.988917, Obj: 0.022983, No Obj: 0.000079, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742705, Class: 0.997176, Obj: 0.052527, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875646, Class: 0.999199, Obj: 0.756859, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834889, Class: 0.996654, Obj: 0.134349, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812599, Class: 0.993809, Obj: 0.040549, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638529, Class: 0.991956, Obj: 0.170664, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1960: 0.454173, 0.403969 avg loss, 0.001000 rate, 3.904873 seconds, 125440 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893836, Class: 0.999459, Obj: 0.572762, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.536105, Class: 0.969655, Obj: 0.026634, No Obj: 0.000080, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733874, Class: 0.995400, Obj: 0.038811, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856851, Class: 0.996388, Obj: 0.110914, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856666, Class: 0.995214, Obj: 0.012021, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.775966, Class: 0.998010, Obj: 0.445686, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698144, Class: 0.996280, Obj: 0.143673, No Obj: 0.000170, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714920, Class: 0.999902, Obj: 0.110880, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847543, Class: 0.999330, Obj: 0.170917, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768197, Class: 0.996651, Obj: 0.035231, No Obj: 0.000090, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737150, Class: 0.997991, Obj: 0.318806, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1961: 0.313062, 0.394878 avg loss, 0.001000 rate, 3.900617 seconds, 125504 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880737, Class: 0.961812, Obj: 0.012478, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832681, Class: 0.995294, Obj: 0.107699, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611558, Class: 0.993800, Obj: 0.053139, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807344, Class: 0.997444, Obj: 0.409458, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774201, Class: 0.997802, Obj: 0.141056, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793140, Class: 0.997408, Obj: 0.106679, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808117, Class: 0.997269, Obj: 0.236815, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.693608, Class: 0.998546, Obj: 0.006510, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846015, Class: 0.999753, Obj: 0.835975, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775984, Class: 0.997229, Obj: 0.292129, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.516002, Class: 0.984689, Obj: 0.000165, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737360, Class: 0.996194, Obj: 0.070362, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1962: 0.234325, 0.378823 avg loss, 0.001000 rate, 3.903218 seconds, 125568 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790226, Class: 0.997239, Obj: 0.181574, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655863, Class: 0.975188, Obj: 0.036613, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.754739, Class: 0.992795, Obj: 0.040030, No Obj: 0.000097, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625550, Class: 0.975943, Obj: 0.000683, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558011, Class: 0.996461, Obj: 0.024748, No Obj: 0.000068, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724207, Class: 0.998429, Obj: 0.272780, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695413, Class: 0.995549, Obj: 0.143581, No Obj: 0.000067, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806361, Class: 0.995078, Obj: 0.527299, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676264, Class: 0.993980, Obj: 0.241565, No Obj: 0.000104, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754109, Class: 0.996078, Obj: 0.339342, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689516, Class: 0.993149, Obj: 0.048584, No Obj: 0.000059, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1963: 0.396541, 0.380595 avg loss, 0.001000 rate, 3.903166 seconds, 125632 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.742350, Class: 0.930914, Obj: 0.102053, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753552, Class: 0.998499, Obj: 0.840780, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751582, Class: 0.988825, Obj: 0.393661, No Obj: 0.000228, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.674274, Class: 0.994572, Obj: 0.120630, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650639, Class: 0.997885, Obj: 0.065746, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612697, Class: 0.991185, Obj: 0.017011, No Obj: 0.000019, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.788547, Class: 0.914372, Obj: 0.001474, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.753487, Class: 0.990173, Obj: 0.590294, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722304, Class: 0.991289, Obj: 0.129839, No Obj: 0.000051, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827586, Class: 0.995669, Obj: 0.802153, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660678, Class: 0.998344, Obj: 0.283524, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.815957, Class: 0.992342, Obj: 0.021881, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827067, Class: 0.875244, Obj: 0.360828, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782319, Class: 0.994550, Obj: 0.126253, No Obj: 0.000093, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.699386, Class: 0.980633, Obj: 0.477698, No Obj: 0.000372, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.821302, Class: 0.999734, Obj: 0.828872, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770478, Class: 0.998341, Obj: 0.175721, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1964: 0.319464, 0.374482 avg loss, 0.001000 rate, 3.905011 seconds, 125696 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699344, Class: 0.973601, Obj: 0.041130, No Obj: 0.000202, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.695880, Class: 0.996355, Obj: 0.215033, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.646010, Class: 0.997034, Obj: 0.468127, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770822, Class: 0.998224, Obj: 0.754056, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.499374, Class: 0.986188, Obj: 0.013297, No Obj: 0.000018, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718324, Class: 0.998456, Obj: 0.043934, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.793714, Class: 0.997492, Obj: 0.019429, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737185, Class: 0.991961, Obj: 0.492662, No Obj: 0.000234, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636850, Class: 0.995961, Obj: 0.100022, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.792526, Class: 0.965020, Obj: 0.124588, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.732348, Class: 0.986114, Obj: 0.057444, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714430, Class: 0.995267, Obj: 0.081773, No Obj: 0.000067, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871293, Class: 0.981595, Obj: 0.117946, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722413, Class: 0.994719, Obj: 0.118524, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.384062, Class: 0.995301, Obj: 0.040996, No Obj: 0.000017, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675029, Class: 0.995471, Obj: 0.032141, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1965: 0.446218, 0.381655 avg loss, 0.001000 rate, 3.905699 seconds, 125760 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.722597, Class: 0.969054, Obj: 0.058845, No Obj: 0.000462, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774603, Class: 0.995797, Obj: 0.050779, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693086, Class: 0.995859, Obj: 0.301102, No Obj: 0.000138, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.676416, Class: 0.994124, Obj: 0.041544, No Obj: 0.000054, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761406, Class: 0.999151, Obj: 0.636591, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623255, Class: 0.993415, Obj: 0.000028, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758572, Class: 0.998355, Obj: 0.099655, No Obj: 0.000069, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731189, Class: 0.956148, Obj: 0.053906, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589949, Class: 0.993048, Obj: 0.008141, No Obj: 0.000038, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.840423, Class: 0.990693, Obj: 0.036089, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876125, Class: 0.997820, Obj: 0.719056, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749043, Class: 0.996481, Obj: 0.091319, No Obj: 0.000092, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750306, Class: 0.986406, Obj: 0.327647, No Obj: 0.000196, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.712553, Class: 0.997912, Obj: 0.250822, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766804, Class: 0.997130, Obj: 0.111907, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1966: 0.415827, 0.385072 avg loss, 0.001000 rate, 3.907985 seconds, 125824 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739845, Class: 0.998456, Obj: 0.063858, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685857, Class: 0.997889, Obj: 0.041987, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891166, Class: 0.998958, Obj: 0.825913, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762945, Class: 0.987415, Obj: 0.204499, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801743, Class: 0.998297, Obj: 0.197829, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.543236, Class: 0.984559, Obj: 0.041978, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775733, Class: 0.996037, Obj: 0.083973, No Obj: 0.000073, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643420, Class: 0.999071, Obj: 0.114386, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728732, Class: 0.997497, Obj: 0.175822, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734937, Class: 0.996078, Obj: 0.044865, No Obj: 0.000082, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702510, Class: 0.999518, Obj: 0.325238, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.593796, Class: 0.995117, Obj: 0.064494, No Obj: 0.000077, .5R: 0.800000, .75R: 0.000000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1967: 0.417429, 0.388308 avg loss, 0.001000 rate, 3.917082 seconds, 125888 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.729986, Class: 0.996907, Obj: 0.434817, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765770, Class: 0.985652, Obj: 0.330507, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713923, Class: 0.997177, Obj: 0.144757, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812268, Class: 0.999277, Obj: 0.302149, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.578899, Class: 0.975353, Obj: 0.002044, No Obj: 0.000053, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855412, Class: 0.999288, Obj: 0.260500, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613792, Class: 0.985450, Obj: 0.040953, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.674180, Class: 0.985330, Obj: 0.001681, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806734, Class: 0.999568, Obj: 0.789405, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.654419, Class: 0.995574, Obj: 0.037604, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813629, Class: 0.980134, Obj: 0.121620, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.661129, Class: 0.995310, Obj: 0.047707, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867625, Class: 0.996766, Obj: 0.192617, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738709, Class: 0.995284, Obj: 0.137726, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786483, Class: 0.999183, Obj: 0.415658, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717525, Class: 0.994019, Obj: 0.212864, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718481, Class: 0.994052, Obj: 0.025215, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1968: 0.465698, 0.396047 avg loss, 0.001000 rate, 3.904288 seconds, 125952 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740495, Class: 0.996439, Obj: 0.092171, No Obj: 0.000094, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.619881, Class: 0.996404, Obj: 0.150794, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.767871, Class: 0.987159, Obj: 0.117860, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.678166, Class: 0.993222, Obj: 0.099827, No Obj: 0.000174, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715161, Class: 0.996760, Obj: 0.269436, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.719462, Class: 0.998130, Obj: 0.169523, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732137, Class: 0.999501, Obj: 0.524235, No Obj: 0.000239, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696886, Class: 0.994424, Obj: 0.077061, No Obj: 0.000158, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795901, Class: 0.999163, Obj: 0.658837, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694251, Class: 0.996679, Obj: 0.191035, No Obj: 0.000155, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905662, Class: 0.992878, Obj: 0.398554, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752992, Class: 0.997586, Obj: 0.269530, No Obj: 0.000215, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601782, Class: 0.983387, Obj: 0.071328, No Obj: 0.000126, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711887, Class: 0.992484, Obj: 0.051227, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.633734, Class: 0.988379, Obj: 0.069026, No Obj: 0.000107, .5R: 0.888889, .75R: 0.333333, count: 9 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1969: 0.635601, 0.420002 avg loss, 0.001000 rate, 3.905746 seconds, 126016 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.864081, Class: 0.995409, Obj: 0.378295, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.765910, Class: 0.926020, Obj: 0.000199, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774889, Class: 0.997862, Obj: 0.079782, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818989, Class: 0.997574, Obj: 0.183131, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749331, Class: 0.991444, Obj: 0.174585, No Obj: 0.000177, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609153, Class: 0.997147, Obj: 0.114601, No Obj: 0.000101, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794879, Class: 0.995381, Obj: 0.265196, No Obj: 0.000241, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.626229, Class: 0.986257, Obj: 0.089726, No Obj: 0.000161, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.801706, Class: 0.994377, Obj: 0.035366, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802006, Class: 0.999192, Obj: 0.233860, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847340, Class: 0.996138, Obj: 0.201927, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701905, Class: 0.993402, Obj: 0.112813, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.606927, Class: 0.996317, Obj: 0.187409, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808418, Class: 0.998417, Obj: 0.393444, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.570206, Class: 0.997401, Obj: 0.311520, No Obj: 0.000129, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.743890, Class: 0.996386, Obj: 0.190981, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.892225, Class: 0.999819, Obj: 0.821745, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622832, Class: 0.996154, Obj: 0.012525, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1970: 0.510067, 0.429009 avg loss, 0.001000 rate, 3.910445 seconds, 126080 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605385, Class: 0.985609, Obj: 0.042135, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700178, Class: 0.992434, Obj: 0.118520, No Obj: 0.000173, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695080, Class: 0.992235, Obj: 0.001565, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780566, Class: 0.994367, Obj: 0.017407, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661193, Class: 0.995448, Obj: 0.083799, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740622, Class: 0.997822, Obj: 0.219014, No Obj: 0.000173, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516695, Class: 0.996394, Obj: 0.027980, No Obj: 0.000097, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.589145, Class: 0.984136, Obj: 0.009451, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776171, Class: 0.996973, Obj: 0.147354, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751171, Class: 0.992710, Obj: 0.069232, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.766727, Class: 0.986953, Obj: 0.053831, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650802, Class: 0.997756, Obj: 0.146946, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845040, Class: 0.971590, Obj: 0.035886, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.742568, Class: 0.994847, Obj: 0.047249, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1971: 0.435673, 0.429675 avg loss, 0.001000 rate, 3.897049 seconds, 126144 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753616, Class: 0.968366, Obj: 0.005050, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846243, Class: 0.995639, Obj: 0.128240, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839580, Class: 0.999265, Obj: 0.267678, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.423725, Class: 0.995249, Obj: 0.034194, No Obj: 0.000099, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763839, Class: 0.996481, Obj: 0.111995, No Obj: 0.000209, .5R: 0.909091, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871029, Class: 0.998228, Obj: 0.062782, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742428, Class: 0.997099, Obj: 0.049769, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705431, Class: 0.996084, Obj: 0.181065, No Obj: 0.000148, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521008, Class: 0.978916, Obj: 0.071296, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.632281, Class: 0.996228, Obj: 0.074341, No Obj: 0.000120, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758568, Class: 0.997054, Obj: 0.190365, No Obj: 0.000142, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.631740, Class: 0.996536, Obj: 0.357989, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788130, Class: 0.999793, Obj: 0.728401, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769274, Class: 0.997505, Obj: 0.046781, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1972: 0.505775, 0.437285 avg loss, 0.001000 rate, 3.903802 seconds, 126208 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890588, Class: 0.989115, Obj: 0.012565, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708900, Class: 0.998539, Obj: 0.048935, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820566, Class: 0.998461, Obj: 0.126768, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657786, Class: 0.994001, Obj: 0.005654, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.746059, Class: 0.995371, Obj: 0.038956, No Obj: 0.000094, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892781, Class: 0.994611, Obj: 0.114259, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800668, Class: 0.998427, Obj: 0.207101, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.505136, Class: 0.958192, Obj: 0.008570, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.630575, Class: 0.986284, Obj: 0.007783, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719376, Class: 0.995636, Obj: 0.088175, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728962, Class: 0.993827, Obj: 0.047806, No Obj: 0.000064, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660461, Class: 0.992826, Obj: 0.143880, No Obj: 0.000129, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709432, Class: 0.998385, Obj: 0.021095, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1973: 0.331650, 0.426722 avg loss, 0.001000 rate, 3.906219 seconds, 126272 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811466, Class: 0.991065, Obj: 0.223607, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749489, Class: 0.997352, Obj: 0.030248, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675023, Class: 0.995182, Obj: 0.046689, No Obj: 0.000077, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787539, Class: 0.996797, Obj: 0.300084, No Obj: 0.000207, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751861, Class: 0.985720, Obj: 0.011781, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782286, Class: 0.999057, Obj: 0.024438, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.631548, Class: 0.982922, Obj: 0.175233, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.879604, Class: 0.999342, Obj: 0.427453, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748651, Class: 0.992469, Obj: 0.057505, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778195, Class: 0.999179, Obj: 0.439105, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601425, Class: 0.996539, Obj: 0.049099, No Obj: 0.000076, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814111, Class: 0.993491, Obj: 0.463933, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.682177, Class: 0.998503, Obj: 0.230874, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.894603, Class: 0.996205, Obj: 0.250474, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.821505, Class: 0.992551, Obj: 0.199008, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.690947, Class: 0.995277, Obj: 0.131244, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1974: 0.447770, 0.428827 avg loss, 0.001000 rate, 3.913501 seconds, 126336 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.877191, Class: 0.973006, Obj: 0.610927, No Obj: 0.000607, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667667, Class: 0.999898, Obj: 0.346525, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813233, Class: 0.992084, Obj: 0.334547, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722549, Class: 0.996483, Obj: 0.412073, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670987, Class: 0.994142, Obj: 0.138792, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702545, Class: 0.978644, Obj: 0.025073, No Obj: 0.000070, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755332, Class: 0.996740, Obj: 0.158148, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723014, Class: 0.993966, Obj: 0.073517, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818283, Class: 0.998246, Obj: 0.445912, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.678986, Class: 0.992298, Obj: 0.098331, No Obj: 0.000072, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655461, Class: 0.997240, Obj: 0.007384, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789654, Class: 0.990736, Obj: 0.032650, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686126, Class: 0.994844, Obj: 0.023033, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716758, Class: 0.997463, Obj: 0.011763, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.603398, Class: 0.995421, Obj: 0.053076, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1975: 0.444662, 0.430410 avg loss, 0.001000 rate, 3.900767 seconds, 126400 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820295, Class: 0.999636, Obj: 0.705869, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706161, Class: 0.996233, Obj: 0.114950, No Obj: 0.000115, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697715, Class: 0.997045, Obj: 0.128889, No Obj: 0.000049, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734812, Class: 0.997774, Obj: 0.175421, No Obj: 0.000087, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.448182, Class: 0.998062, Obj: 0.218783, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.875808, Class: 0.992047, Obj: 0.066343, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.697988, Class: 0.998181, Obj: 0.064386, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.742342, Class: 0.966522, Obj: 0.772262, No Obj: 0.000638, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740815, Class: 0.995544, Obj: 0.136129, No Obj: 0.000087, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775427, Class: 0.998715, Obj: 0.703264, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712207, Class: 0.996656, Obj: 0.032125, No Obj: 0.000042, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725612, Class: 0.999370, Obj: 0.065685, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827733, Class: 0.997737, Obj: 0.029317, No Obj: 0.000071, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670594, Class: 0.984241, Obj: 0.010611, No Obj: 0.000166, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.562883, Class: 0.995840, Obj: 0.109041, No Obj: 0.000066, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1976: 0.514793, 0.438848 avg loss, 0.001000 rate, 3.903503 seconds, 126464 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783519, Class: 0.999476, Obj: 0.660448, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798368, Class: 0.998909, Obj: 0.164108, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681372, Class: 0.971969, Obj: 0.176069, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751761, Class: 0.999347, Obj: 0.107351, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641352, Class: 0.998192, Obj: 0.480235, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652754, Class: 0.994217, Obj: 0.020723, No Obj: 0.000054, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934264, Class: 0.995404, Obj: 0.591803, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810994, Class: 0.994901, Obj: 0.402938, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758468, Class: 0.995591, Obj: 0.005228, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912371, Class: 0.984314, Obj: 0.118675, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673560, Class: 0.992843, Obj: 0.088761, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1977: 0.259831, 0.420947 avg loss, 0.001000 rate, 3.904924 seconds, 126528 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.589435, Class: 0.994642, Obj: 0.009300, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809395, Class: 0.991837, Obj: 0.378938, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.633308, Class: 0.992786, Obj: 0.074857, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723377, Class: 0.992268, Obj: 0.665559, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642299, Class: 0.994840, Obj: 0.086113, No Obj: 0.000070, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747349, Class: 0.999814, Obj: 0.618767, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732668, Class: 0.997333, Obj: 0.071295, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729339, Class: 0.996369, Obj: 0.084129, No Obj: 0.000117, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735978, Class: 0.991126, Obj: 0.030111, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.695348, Class: 0.993815, Obj: 0.064986, No Obj: 0.000156, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637365, Class: 0.993732, Obj: 0.222707, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.802131, Class: 0.991216, Obj: 0.133623, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741686, Class: 0.999027, Obj: 0.529036, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655554, Class: 0.982855, Obj: 0.068022, No Obj: 0.000089, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822611, Class: 0.995838, Obj: 0.445877, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.726676, Class: 0.989311, Obj: 0.109698, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1978: 0.530342, 0.431886 avg loss, 0.001000 rate, 3.904073 seconds, 126592 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888206, Class: 0.997292, Obj: 0.480043, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629691, Class: 0.993309, Obj: 0.058428, No Obj: 0.000093, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.759964, Class: 0.997367, Obj: 0.154028, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.839679, Class: 0.997665, Obj: 0.376619, No Obj: 0.000472, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.816027, Class: 0.996859, Obj: 0.158381, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835108, Class: 0.987163, Obj: 0.023122, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562389, Class: 0.995409, Obj: 0.067212, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.596414, Class: 0.979635, Obj: 0.768311, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752380, Class: 0.998233, Obj: 0.193594, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.583332, Class: 0.974704, Obj: 0.465125, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775125, Class: 0.994779, Obj: 0.260016, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.668406, Class: 0.997803, Obj: 0.742394, No Obj: 0.000400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812710, Class: 0.989013, Obj: 0.104366, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.562213, Class: 0.998570, Obj: 0.093428, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797685, Class: 0.993840, Obj: 0.789259, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641173, Class: 0.992236, Obj: 0.091240, No Obj: 0.000115, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1979: 0.379319, 0.426629 avg loss, 0.001000 rate, 3.905559 seconds, 126656 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891836, Class: 0.989085, Obj: 0.625370, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820342, Class: 0.995696, Obj: 0.230166, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.645963, Class: 0.980833, Obj: 0.020834, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.740407, Class: 0.996355, Obj: 0.036966, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.743451, Class: 0.992157, Obj: 0.056286, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680830, Class: 0.993373, Obj: 0.249996, No Obj: 0.000083, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.759903, Class: 0.990993, Obj: 0.339428, No Obj: 0.000401, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772714, Class: 0.997415, Obj: 0.078510, No Obj: 0.000139, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666901, Class: 0.992320, Obj: 0.017442, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753778, Class: 0.997002, Obj: 0.257737, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.640266, Class: 0.924150, Obj: 0.385821, No Obj: 0.000418, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.716750, Class: 0.987064, Obj: 0.013344, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769203, Class: 0.994301, Obj: 0.098707, No Obj: 0.000076, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677023, Class: 0.999500, Obj: 0.267616, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643184, Class: 0.995181, Obj: 0.108173, No Obj: 0.000123, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1980: 0.375018, 0.421468 avg loss, 0.001000 rate, 3.906262 seconds, 126720 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850511, Class: 0.997194, Obj: 0.003763, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679997, Class: 0.995484, Obj: 0.136625, No Obj: 0.000168, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725913, Class: 0.995197, Obj: 0.354127, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809336, Class: 0.998665, Obj: 0.531548, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909576, Class: 0.998009, Obj: 0.033965, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713709, Class: 0.998184, Obj: 0.017911, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744789, Class: 0.997225, Obj: 0.534839, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.670809, Class: 0.923956, Obj: 0.113370, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.878829, Class: 0.991236, Obj: 0.005369, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715772, Class: 0.990438, Obj: 0.054422, No Obj: 0.000039, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728232, Class: 0.991466, Obj: 0.109568, No Obj: 0.000094, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662157, Class: 0.996421, Obj: 0.168798, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687543, Class: 0.995592, Obj: 0.431727, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664368, Class: 0.985279, Obj: 0.195752, No Obj: 0.000104, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1981: 0.377049, 0.417026 avg loss, 0.001000 rate, 3.904214 seconds, 126784 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830164, Class: 0.998075, Obj: 0.463188, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.824319, Class: 0.997958, Obj: 0.236334, No Obj: 0.000152, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653060, Class: 0.987516, Obj: 0.295765, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680882, Class: 0.993422, Obj: 0.066837, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478243, Class: 0.998463, Obj: 0.003536, No Obj: 0.000026, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727312, Class: 0.998887, Obj: 0.226804, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.655736, Class: 0.971535, Obj: 0.000410, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.918462, Class: 0.984533, Obj: 0.003236, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704044, Class: 0.993768, Obj: 0.233152, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.792197, Class: 0.996548, Obj: 0.346766, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687779, Class: 0.997507, Obj: 0.223383, No Obj: 0.000125, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822724, Class: 0.992486, Obj: 0.259695, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805899, Class: 0.997805, Obj: 0.383115, No Obj: 0.000168, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1982: 0.280028, 0.403327 avg loss, 0.001000 rate, 3.905516 seconds, 126848 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734197, Class: 0.995745, Obj: 0.156832, No Obj: 0.000158, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686213, Class: 0.996022, Obj: 0.220036, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.850578, Class: 0.995142, Obj: 0.326946, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.718039, Class: 0.990808, Obj: 0.258300, No Obj: 0.000429, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658331, Class: 0.995290, Obj: 0.228619, No Obj: 0.000151, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.835331, Class: 0.977750, Obj: 0.926800, No Obj: 0.000455, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756405, Class: 0.998092, Obj: 0.094261, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736194, Class: 0.989802, Obj: 0.261109, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508026, Class: 0.995410, Obj: 0.156299, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683232, Class: 0.995981, Obj: 0.030316, No Obj: 0.000083, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792511, Class: 0.994130, Obj: 0.290765, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857144, Class: 0.997682, Obj: 0.073598, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754173, Class: 0.992719, Obj: 0.313318, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1983: 0.356216, 0.398615 avg loss, 0.001000 rate, 3.902491 seconds, 126912 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619143, Class: 0.986680, Obj: 0.013351, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888837, Class: 0.989576, Obj: 0.570411, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742267, Class: 0.998789, Obj: 0.252523, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753958, Class: 0.999349, Obj: 0.283466, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644914, Class: 0.991494, Obj: 0.045395, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818142, Class: 0.999372, Obj: 0.673177, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.618888, Class: 0.989746, Obj: 0.019403, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663470, Class: 0.989944, Obj: 0.148662, No Obj: 0.000106, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.811913, Class: 0.988087, Obj: 0.154544, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.859928, Class: 0.987121, Obj: 0.042580, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742280, Class: 0.989736, Obj: 0.106378, No Obj: 0.000083, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684798, Class: 0.991951, Obj: 0.144185, No Obj: 0.000079, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1984: 0.407474, 0.399501 avg loss, 0.001000 rate, 3.905512 seconds, 126976 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740993, Class: 0.995068, Obj: 0.258913, No Obj: 0.000137, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583472, Class: 0.995022, Obj: 0.210263, No Obj: 0.000066, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844955, Class: 0.999214, Obj: 0.009917, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715938, Class: 0.987139, Obj: 0.131797, No Obj: 0.000135, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766377, Class: 0.997111, Obj: 0.396004, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.658817, Class: 0.962848, Obj: 0.335611, No Obj: 0.000658, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659836, Class: 0.993801, Obj: 0.119129, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766503, Class: 0.982625, Obj: 0.049679, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.655104, Class: 0.979820, Obj: 0.000032, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786643, Class: 0.998838, Obj: 0.256727, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780973, Class: 0.992853, Obj: 0.176549, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744774, Class: 0.999340, Obj: 0.448905, No Obj: 0.000251, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670071, Class: 0.996164, Obj: 0.156397, No Obj: 0.000169, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1985: 0.393025, 0.398854 avg loss, 0.001000 rate, 3.903490 seconds, 127040 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878167, Class: 0.999720, Obj: 0.405343, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659606, Class: 0.994236, Obj: 0.000102, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792626, Class: 0.980949, Obj: 0.255124, No Obj: 0.000262, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.713308, Class: 0.932354, Obj: 0.004769, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.673604, Class: 0.990145, Obj: 0.035131, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663370, Class: 0.991433, Obj: 0.118335, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817760, Class: 0.985708, Obj: 0.214948, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755843, Class: 0.994147, Obj: 0.180551, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.633929, Class: 0.996704, Obj: 0.481798, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816348, Class: 0.993716, Obj: 0.129486, No Obj: 0.000076, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804516, Class: 0.984875, Obj: 0.060623, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677667, Class: 0.993164, Obj: 0.062808, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.416365, Class: 0.930164, Obj: 0.000972, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655353, Class: 0.990382, Obj: 0.115146, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739347, Class: 0.993257, Obj: 0.185951, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1986: 0.361081, 0.395076 avg loss, 0.001000 rate, 3.908038 seconds, 127104 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779712, Class: 0.996558, Obj: 0.274928, No Obj: 0.000105, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734363, Class: 0.995116, Obj: 0.164892, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657919, Class: 0.990919, Obj: 0.129844, No Obj: 0.000091, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.788025, Class: 0.975569, Obj: 0.260175, No Obj: 0.000465, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.865711, Class: 0.986102, Obj: 0.314566, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782937, Class: 0.998785, Obj: 0.224084, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672960, Class: 0.992470, Obj: 0.200188, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713375, Class: 0.973228, Obj: 0.013564, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765113, Class: 0.998791, Obj: 0.204993, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758703, Class: 0.994345, Obj: 0.131744, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854700, Class: 0.999243, Obj: 0.213624, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727477, Class: 0.995699, Obj: 0.189204, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1987: 0.313849, 0.386954 avg loss, 0.001000 rate, 3.900792 seconds, 127168 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780988, Class: 0.999870, Obj: 0.583542, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591731, Class: 0.993269, Obj: 0.203807, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730314, Class: 0.996467, Obj: 0.226184, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718546, Class: 0.985829, Obj: 0.008152, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709356, Class: 0.995928, Obj: 0.024555, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619409, Class: 0.996162, Obj: 0.105752, No Obj: 0.000068, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796722, Class: 0.999147, Obj: 0.036346, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751606, Class: 0.995752, Obj: 0.162298, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749156, Class: 0.994409, Obj: 0.060930, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802463, Class: 0.993012, Obj: 0.294406, No Obj: 0.000283, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.733319, Class: 0.991897, Obj: 0.100690, No Obj: 0.000139, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607802, Class: 0.994877, Obj: 0.036930, No Obj: 0.000095, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1988: 0.452415, 0.393500 avg loss, 0.001000 rate, 3.901729 seconds, 127232 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839280, Class: 0.995668, Obj: 0.270348, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795544, Class: 0.993626, Obj: 0.092774, No Obj: 0.000143, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669032, Class: 0.989120, Obj: 0.216042, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.747508, Class: 0.927207, Obj: 0.050984, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.709180, Class: 0.995298, Obj: 0.012289, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.514326, Class: 0.995486, Obj: 0.298238, No Obj: 0.000048, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686859, Class: 0.998469, Obj: 0.090401, No Obj: 0.000065, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755573, Class: 0.997657, Obj: 0.333734, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667490, Class: 0.999437, Obj: 0.332115, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643191, Class: 0.992497, Obj: 0.090189, No Obj: 0.000112, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882854, Class: 0.996267, Obj: 0.069101, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.594669, Class: 0.994683, Obj: 0.054486, No Obj: 0.000061, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608642, Class: 0.997417, Obj: 0.344653, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1989: 0.436715, 0.397821 avg loss, 0.001000 rate, 3.904122 seconds, 127296 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872794, Class: 0.991118, Obj: 0.289605, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.904985, Class: 0.999617, Obj: 0.388414, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788495, Class: 0.998710, Obj: 0.131899, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782085, Class: 0.993747, Obj: 0.381803, No Obj: 0.000266, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.828455, Class: 0.995637, Obj: 0.093367, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737791, Class: 0.998861, Obj: 0.074589, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687227, Class: 0.998465, Obj: 0.457770, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692829, Class: 0.997387, Obj: 0.148054, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776630, Class: 0.999102, Obj: 0.199453, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709393, Class: 0.996107, Obj: 0.089107, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796579, Class: 0.998495, Obj: 0.181886, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833411, Class: 0.997851, Obj: 0.120394, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1990: 0.265312, 0.384570 avg loss, 0.001000 rate, 3.903985 seconds, 127360 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.722962, Class: 0.998414, Obj: 0.152389, No Obj: 0.000306, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616585, Class: 0.994075, Obj: 0.052389, No Obj: 0.000064, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832257, Class: 0.992887, Obj: 0.107688, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831787, Class: 0.998383, Obj: 0.222978, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772610, Class: 0.998496, Obj: 0.389373, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.484383, Class: 0.979451, Obj: 0.002254, No Obj: 0.000134, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.597584, Class: 0.986769, Obj: 0.022185, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717727, Class: 0.995592, Obj: 0.158031, No Obj: 0.000147, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825315, Class: 0.996607, Obj: 0.342704, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846434, Class: 0.999060, Obj: 0.345417, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651384, Class: 0.995096, Obj: 0.009245, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735858, Class: 0.995942, Obj: 0.121967, No Obj: 0.000083, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1991: 0.358573, 0.381971 avg loss, 0.001000 rate, 3.904974 seconds, 127424 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725865, Class: 0.990748, Obj: 0.143411, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730907, Class: 0.994158, Obj: 0.127029, No Obj: 0.000130, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.893559, Class: 0.998501, Obj: 0.781823, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758534, Class: 0.996272, Obj: 0.214765, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703136, Class: 0.995474, Obj: 0.113181, No Obj: 0.000140, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.673746, Class: 0.993949, Obj: 0.097257, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785661, Class: 0.987567, Obj: 0.030718, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741845, Class: 0.996259, Obj: 0.122379, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.569378, Class: 0.990634, Obj: 0.181048, No Obj: 0.000289, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.748038, Class: 0.991333, Obj: 0.019486, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721926, Class: 0.996823, Obj: 0.015504, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829692, Class: 0.998269, Obj: 0.183839, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708269, Class: 0.997655, Obj: 0.054053, No Obj: 0.000103, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869221, Class: 0.995660, Obj: 0.079361, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686406, Class: 0.994360, Obj: 0.033702, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769455, Class: 0.993727, Obj: 0.149493, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.452683, Class: 0.987965, Obj: 0.013081, No Obj: 0.000094, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000282, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720763, Class: 0.988741, Obj: 0.164479, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1992: 0.459834, 0.389757 avg loss, 0.001000 rate, 3.908630 seconds, 127488 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.795970, Class: 0.998951, Obj: 0.953437, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784236, Class: 0.996573, Obj: 0.125480, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750131, Class: 0.998342, Obj: 0.253624, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871857, Class: 0.995649, Obj: 0.498040, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716713, Class: 0.997174, Obj: 0.063801, No Obj: 0.000095, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856026, Class: 0.985498, Obj: 0.742243, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701041, Class: 0.997574, Obj: 0.145002, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812223, Class: 0.988052, Obj: 0.270520, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810518, Class: 0.994150, Obj: 0.050409, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.622286, Class: 0.995267, Obj: 0.227017, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774858, Class: 0.985493, Obj: 0.212048, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729995, Class: 0.989834, Obj: 0.036011, No Obj: 0.000120, .5R: 0.714286, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699070, Class: 0.999948, Obj: 0.043965, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728476, Class: 0.993503, Obj: 0.141728, No Obj: 0.000078, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716665, Class: 0.999318, Obj: 0.005241, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.831317, Class: 0.997920, Obj: 0.064287, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1993: 0.350853, 0.385867 avg loss, 0.001000 rate, 3.905554 seconds, 127552 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902076, Class: 0.993004, Obj: 0.266535, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822487, Class: 0.997947, Obj: 0.185284, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623233, Class: 0.998742, Obj: 0.037022, No Obj: 0.000074, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777536, Class: 0.999726, Obj: 0.579544, No Obj: 0.000241, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.648465, Class: 0.997372, Obj: 0.038042, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.734492, Class: 0.982252, Obj: 0.026639, No Obj: 0.000439, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.887497, Class: 0.990539, Obj: 0.040427, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700888, Class: 0.998219, Obj: 0.208275, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768786, Class: 0.996930, Obj: 0.103729, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.812063, Class: 0.978135, Obj: 0.017040, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816188, Class: 0.995569, Obj: 0.196881, No Obj: 0.000095, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854371, Class: 0.998895, Obj: 0.399751, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664049, Class: 0.998008, Obj: 0.072081, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1994: 0.310537, 0.378334 avg loss, 0.001000 rate, 3.905819 seconds, 127616 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796519, Class: 0.997790, Obj: 0.318389, No Obj: 0.000148, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807781, Class: 0.992932, Obj: 0.040358, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764744, Class: 0.999027, Obj: 0.448325, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745368, Class: 0.998623, Obj: 0.443295, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.850195, Class: 0.998942, Obj: 0.390597, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719052, Class: 0.997892, Obj: 0.124370, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796959, Class: 0.976498, Obj: 0.045754, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.655366, Class: 0.996470, Obj: 0.047491, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821561, Class: 0.998991, Obj: 0.244856, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734865, Class: 0.989056, Obj: 0.110284, No Obj: 0.000134, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699211, Class: 0.997403, Obj: 0.434112, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.641339, Class: 0.988661, Obj: 0.101664, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785551, Class: 0.999278, Obj: 0.335245, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1995: 0.273065, 0.367807 avg loss, 0.001000 rate, 3.903415 seconds, 127680 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.817128, Class: 0.996441, Obj: 0.061404, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721573, Class: 0.986144, Obj: 0.108179, No Obj: 0.000053, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770489, Class: 0.994110, Obj: 0.006002, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762951, Class: 0.996605, Obj: 0.077426, No Obj: 0.000105, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781358, Class: 0.990598, Obj: 0.515600, No Obj: 0.000350, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.803356, Class: 0.996161, Obj: 0.222292, No Obj: 0.000144, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799930, Class: 0.993318, Obj: 0.495240, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675509, Class: 0.997913, Obj: 0.120978, No Obj: 0.000119, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830324, Class: 0.989248, Obj: 0.270741, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697788, Class: 0.993395, Obj: 0.134635, No Obj: 0.000108, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671083, Class: 0.995624, Obj: 0.112005, No Obj: 0.000158, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838765, Class: 0.997155, Obj: 0.215831, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739212, Class: 0.995297, Obj: 0.196350, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.705824, Class: 0.998856, Obj: 0.792275, No Obj: 0.000399, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721584, Class: 0.985773, Obj: 0.077223, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.689273, Class: 0.994166, Obj: 0.101029, No Obj: 0.000073, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1996: 0.543276, 0.385354 avg loss, 0.001000 rate, 3.919177 seconds, 127744 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847218, Class: 0.984034, Obj: 0.388616, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.784759, Class: 0.998934, Obj: 0.165243, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883252, Class: 0.995787, Obj: 0.272763, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731920, Class: 0.992684, Obj: 0.189341, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.704063, Class: 0.998086, Obj: 0.575701, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722658, Class: 0.997635, Obj: 0.161800, No Obj: 0.000116, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732197, Class: 0.996318, Obj: 0.008986, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768660, Class: 0.996041, Obj: 0.190587, No Obj: 0.000109, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776922, Class: 0.991905, Obj: 0.307375, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736141, Class: 0.997960, Obj: 0.100239, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697403, Class: 0.999634, Obj: 0.711299, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763464, Class: 0.998951, Obj: 0.522726, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794300, Class: 0.996138, Obj: 0.785127, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649751, Class: 0.994622, Obj: 0.117524, No Obj: 0.000139, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.862190, Class: 0.998104, Obj: 0.229618, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682406, Class: 0.997514, Obj: 0.091297, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1997: 0.351374, 0.381956 avg loss, 0.001000 rate, 3.891663 seconds, 127808 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900983, Class: 0.999538, Obj: 0.756114, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805305, Class: 0.998739, Obj: 0.193087, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816273, Class: 0.997820, Obj: 0.258350, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806834, Class: 0.989805, Obj: 0.415064, No Obj: 0.000338, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.705642, Class: 0.996917, Obj: 0.250876, No Obj: 0.000137, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735698, Class: 0.990355, Obj: 0.062034, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801537, Class: 0.998448, Obj: 0.482508, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813339, Class: 0.996358, Obj: 0.512425, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866123, Class: 0.998680, Obj: 0.528689, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823055, Class: 0.998693, Obj: 0.674620, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795795, Class: 0.985970, Obj: 0.019830, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702682, Class: 0.993742, Obj: 0.155248, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.839610, Class: 0.995970, Obj: 0.016081, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818479, Class: 0.998739, Obj: 0.321623, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1998: 0.262077, 0.369968 avg loss, 0.001000 rate, 3.905568 seconds, 127872 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574455, Class: 0.878786, Obj: 0.301640, No Obj: 0.000150, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.771405, Class: 0.999170, Obj: 0.099754, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670939, Class: 0.995862, Obj: 0.509664, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.651077, Class: 0.992997, Obj: 0.116437, No Obj: 0.000103, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796782, Class: 0.988309, Obj: 0.429865, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.931381, Class: 0.999932, Obj: 0.776738, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848128, Class: 0.994459, Obj: 0.176129, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716553, Class: 0.992560, Obj: 0.070574, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.689239, Class: 0.996454, Obj: 0.137867, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738837, Class: 0.997561, Obj: 0.022994, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623339, Class: 0.994353, Obj: 0.084177, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735864, Class: 0.993294, Obj: 0.066929, No Obj: 0.000120, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835092, Class: 0.984945, Obj: 0.038933, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616856, Class: 0.991608, Obj: 0.075692, No Obj: 0.000099, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 1999: 0.435026, 0.376474 avg loss, 0.001000 rate, 3.903194 seconds, 127936 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655159, Class: 0.995706, Obj: 0.136383, No Obj: 0.000100, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.886543, Class: 0.990915, Obj: 0.175281, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863285, Class: 0.999917, Obj: 0.161489, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776732, Class: 0.993636, Obj: 0.096479, No Obj: 0.000116, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920329, Class: 0.987917, Obj: 0.419992, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656440, Class: 0.988317, Obj: 0.060991, No Obj: 0.000090, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786087, Class: 0.992465, Obj: 0.380907, No Obj: 0.000285, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.606272, Class: 0.995284, Obj: 0.036021, No Obj: 0.000084, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698574, Class: 0.995560, Obj: 0.122402, No Obj: 0.000186, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690269, Class: 0.982846, Obj: 0.288353, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.762730, Class: 0.993944, Obj: 0.145554, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.589632, Class: 0.981145, Obj: 0.030362, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840372, Class: 0.990798, Obj: 0.102422, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655249, Class: 0.993251, Obj: 0.128835, No Obj: 0.000158, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682159, Class: 0.999897, Obj: 0.445051, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730837, Class: 0.996609, Obj: 0.085446, No Obj: 0.000122, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2000: 0.605788, 0.399405 avg loss, 0.001000 rate, 3.903545 seconds, 128000 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611038, Class: 0.985530, Obj: 0.064928, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.791350, Class: 0.995282, Obj: 0.099174, No Obj: 0.000168, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: 0.848835, Class: 0.987909, Obj: 0.073107, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.890440, Class: 0.996687, Obj: 0.182036, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835454, Class: 0.993724, Obj: 0.282002, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672051, Class: 0.993770, Obj: 0.034290, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.758154, Class: 0.996067, Obj: 0.107818, No Obj: 0.000211, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.709349, Class: 0.998328, Obj: 0.092652, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.909358, Class: 0.983437, Obj: 0.605160, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622675, Class: 0.990869, Obj: 0.241373, No Obj: 0.000150, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774198, Class: 0.989449, Obj: 0.002493, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676157, Class: 0.993697, Obj: 0.181856, No Obj: 0.000137, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.756292, Class: 0.982161, Obj: 0.000781, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764928, Class: 0.991069, Obj: 0.223794, No Obj: 0.000130, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.791301, Class: 0.997092, Obj: 0.006656, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.685258, Class: 0.998558, Obj: 0.291558, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.599147, Class: 0.992106, Obj: 0.128837, No Obj: 0.000133, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.821678, Class: 0.999396, Obj: 0.787743, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832994, Class: 0.997409, Obj: 0.261760, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2001: 0.581398, 0.417604 avg loss, 0.001000 rate, 3.728795 seconds, 128064 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895692, Class: 0.995415, Obj: 0.533042, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747280, Class: 0.996219, Obj: 0.256589, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.675655, Class: 0.980712, Obj: 0.004728, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667069, Class: 0.970860, Obj: 0.070541, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.827007, Class: 0.995404, Obj: 0.257907, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738884, Class: 0.995866, Obj: 0.416933, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859379, Class: 0.988008, Obj: 0.070060, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726325, Class: 0.997432, Obj: 0.194207, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820102, Class: 0.986754, Obj: 0.039330, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.786410, Class: 0.998526, Obj: 0.251001, No Obj: 0.000184, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704715, Class: 0.997211, Obj: 0.336985, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721111, Class: 0.998535, Obj: 0.215735, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697460, Class: 0.992610, Obj: 0.115767, No Obj: 0.000185, .5R: 0.833333, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783555, Class: 0.996968, Obj: 0.192645, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2002: 0.377687, 0.413613 avg loss, 0.001000 rate, 3.898833 seconds, 128128 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878830, Class: 0.996178, Obj: 0.266073, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783072, Class: 0.997566, Obj: 0.152085, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750904, Class: 0.992396, Obj: 0.104968, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812492, Class: 0.993504, Obj: 0.180760, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886334, Class: 0.990300, Obj: 0.186730, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581845, Class: 0.994977, Obj: 0.252240, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647857, Class: 0.991394, Obj: 0.034038, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834174, Class: 0.980467, Obj: 0.586531, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.286072, Class: 0.990627, Obj: 0.145526, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838702, Class: 0.998751, Obj: 0.217680, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.739589, Class: 0.971274, Obj: 0.373788, No Obj: 0.000651, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732911, Class: 0.992762, Obj: 0.064002, No Obj: 0.000095, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852330, Class: 0.986961, Obj: 0.171770, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722478, Class: 0.994297, Obj: 0.117832, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2003: 0.364633, 0.408715 avg loss, 0.001000 rate, 3.898475 seconds, 128192 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776609, Class: 0.999777, Obj: 0.412550, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730499, Class: 0.997500, Obj: 0.031239, No Obj: 0.000137, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.780996, Class: 0.991208, Obj: 0.039177, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842494, Class: 0.993674, Obj: 0.103187, No Obj: 0.000096, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793480, Class: 0.991908, Obj: 0.255040, No Obj: 0.000203, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.804348, Class: 0.998857, Obj: 0.292613, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.720681, Class: 0.993261, Obj: 0.300562, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.687232, Class: 0.990305, Obj: 0.233264, No Obj: 0.000313, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.773067, Class: 0.997571, Obj: 0.312273, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736838, Class: 0.996536, Obj: 0.061848, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924384, Class: 0.994925, Obj: 0.559587, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791765, Class: 0.996466, Obj: 0.277656, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735185, Class: 0.991897, Obj: 0.044588, No Obj: 0.000098, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: 0.644128, Class: 0.996483, Obj: 0.006790, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.761442, Class: 0.984755, Obj: 0.206788, No Obj: 0.000195, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672120, Class: 0.987540, Obj: 0.102856, No Obj: 0.000075, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2004: 0.438869, 0.411730 avg loss, 0.001000 rate, 3.925554 seconds, 128256 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743824, Class: 0.969812, Obj: 0.060888, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707244, Class: 0.996482, Obj: 0.201892, No Obj: 0.000121, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791840, Class: 0.981252, Obj: 0.098353, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849643, Class: 0.991834, Obj: 0.020618, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887409, Class: 0.991193, Obj: 0.338871, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643817, Class: 0.998467, Obj: 0.041748, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837136, Class: 0.995125, Obj: 0.405755, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734679, Class: 0.998353, Obj: 0.182440, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.686471, Class: 0.993358, Obj: 0.507981, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774292, Class: 0.994824, Obj: 0.393028, No Obj: 0.000194, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.860975, Class: 0.997977, Obj: 0.288465, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871593, Class: 0.997394, Obj: 0.024641, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807843, Class: 0.995901, Obj: 0.070669, No Obj: 0.000063, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.652367, Class: 0.997896, Obj: 0.595660, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.634708, Class: 0.962296, Obj: 0.033570, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727843, Class: 0.995282, Obj: 0.137245, No Obj: 0.000141, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677271, Class: 0.996620, Obj: 0.029234, No Obj: 0.000038, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2005: 0.385146, 0.409072 avg loss, 0.001000 rate, 3.923570 seconds, 128320 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.469982, Class: 0.882582, Obj: 0.000038, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.580191, Class: 0.998877, Obj: 0.035721, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832637, Class: 0.997486, Obj: 0.159987, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692207, Class: 0.996081, Obj: 0.110132, No Obj: 0.000105, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670568, Class: 0.998648, Obj: 0.496352, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782190, Class: 0.999008, Obj: 0.050170, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767339, Class: 0.988504, Obj: 0.235860, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763469, Class: 0.993430, Obj: 0.048229, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.838748, Class: 0.991420, Obj: 0.123975, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741528, Class: 0.992652, Obj: 0.062066, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760005, Class: 0.997089, Obj: 0.233927, No Obj: 0.000154, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779344, Class: 0.991318, Obj: 0.419796, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.656958, Class: 0.996366, Obj: 0.118219, No Obj: 0.000152, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2006: 0.438895, 0.412054 avg loss, 0.001000 rate, 3.926491 seconds, 128384 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.723894, Class: 0.985688, Obj: 0.202273, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.706957, Class: 0.994794, Obj: 0.482256, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810865, Class: 0.998314, Obj: 0.297000, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700806, Class: 0.999396, Obj: 0.762438, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808887, Class: 0.997975, Obj: 0.179569, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841949, Class: 0.999773, Obj: 0.223781, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802538, Class: 0.996191, Obj: 0.205551, No Obj: 0.000155, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761153, Class: 0.996467, Obj: 0.217815, No Obj: 0.000150, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713677, Class: 0.963490, Obj: 0.103626, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693496, Class: 0.996808, Obj: 0.300808, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.922825, Class: 0.999744, Obj: 0.642388, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717992, Class: 0.993163, Obj: 0.347610, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.860850, Class: 0.996791, Obj: 0.292453, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702907, Class: 0.998197, Obj: 0.001647, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.834413, Class: 0.997943, Obj: 0.255221, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2007: 0.293306, 0.400179 avg loss, 0.001000 rate, 3.919198 seconds, 128448 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833207, Class: 0.997381, Obj: 0.076516, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742790, Class: 0.993185, Obj: 0.276510, No Obj: 0.000176, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702786, Class: 0.961577, Obj: 0.268183, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.770118, Class: 0.995567, Obj: 0.011905, No Obj: 0.000108, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819549, Class: 0.996542, Obj: 0.820244, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866381, Class: 0.994379, Obj: 0.150829, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.671908, Class: 0.999503, Obj: 0.742176, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.665147, Class: 0.983548, Obj: 0.073603, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776426, Class: 0.979961, Obj: 0.045158, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806936, Class: 0.999888, Obj: 0.657483, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.597504, Class: 0.994820, Obj: 0.023264, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.639901, Class: 0.998292, Obj: 0.516148, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723979, Class: 0.995075, Obj: 0.174415, No Obj: 0.000158, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824100, Class: 0.987483, Obj: 0.260573, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743522, Class: 0.997855, Obj: 0.090627, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688514, Class: 0.995477, Obj: 0.450072, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732741, Class: 0.989254, Obj: 0.014386, No Obj: 0.000098, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2008: 0.468639, 0.407025 avg loss, 0.001000 rate, 3.936517 seconds, 128512 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.697975, Class: 0.995905, Obj: 0.070199, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.865247, Class: 0.998901, Obj: 0.078950, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590152, Class: 0.997076, Obj: 0.065359, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655539, Class: 0.984557, Obj: 0.379202, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773191, Class: 0.995206, Obj: 0.050926, No Obj: 0.000082, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738079, Class: 0.976856, Obj: 0.202774, No Obj: 0.000289, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.804158, Class: 0.992710, Obj: 0.195336, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.837624, Class: 0.996490, Obj: 0.415731, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.582627, Class: 0.969487, Obj: 0.015083, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669838, Class: 0.992307, Obj: 0.201433, No Obj: 0.000159, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683435, Class: 0.996877, Obj: 0.133755, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621577, Class: 0.993741, Obj: 0.110016, No Obj: 0.000150, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770362, Class: 0.991513, Obj: 0.047150, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689010, Class: 0.995467, Obj: 0.094201, No Obj: 0.000148, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2009: 0.463721, 0.412695 avg loss, 0.001000 rate, 3.922312 seconds, 128576 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.896593, Class: 0.999463, Obj: 0.920324, No Obj: 0.000407, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766083, Class: 0.988222, Obj: 0.465136, No Obj: 0.000291, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.713906, Class: 0.993524, Obj: 0.169619, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864393, Class: 0.997629, Obj: 0.175460, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612594, Class: 0.988783, Obj: 0.012340, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700861, Class: 0.985718, Obj: 0.106058, No Obj: 0.000234, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.813388, Class: 0.998228, Obj: 0.366495, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789137, Class: 0.999035, Obj: 0.529504, No Obj: 0.000136, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849438, Class: 0.991169, Obj: 0.255589, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810725, Class: 0.999069, Obj: 0.782225, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799038, Class: 0.997712, Obj: 0.168619, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769967, Class: 0.998395, Obj: 0.043754, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761202, Class: 0.988634, Obj: 0.089535, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814191, Class: 0.997532, Obj: 0.232947, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802122, Class: 0.998759, Obj: 0.140108, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2010: 0.221656, 0.393591 avg loss, 0.001000 rate, 3.929989 seconds, 128640 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762522, Class: 0.996481, Obj: 0.007452, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820741, Class: 0.999359, Obj: 0.302566, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778544, Class: 0.993825, Obj: 0.157400, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808110, Class: 0.996682, Obj: 0.373446, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754119, Class: 0.997487, Obj: 0.282071, No Obj: 0.000159, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770678, Class: 0.999235, Obj: 0.523605, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761809, Class: 0.999707, Obj: 0.168950, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827605, Class: 0.994472, Obj: 0.701777, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.709770, Class: 0.990660, Obj: 0.078267, No Obj: 0.000125, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780706, Class: 0.997883, Obj: 0.065257, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735825, Class: 0.995011, Obj: 0.125100, No Obj: 0.000106, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758142, Class: 0.999342, Obj: 0.314279, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616264, Class: 0.995978, Obj: 0.077730, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815089, Class: 0.995100, Obj: 0.029036, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2011: 0.457654, 0.399997 avg loss, 0.001000 rate, 3.933700 seconds, 128704 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880791, Class: 0.997877, Obj: 0.363318, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774018, Class: 0.992512, Obj: 0.016214, No Obj: 0.000064, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816359, Class: 0.998008, Obj: 0.606317, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.603857, Class: 0.990458, Obj: 0.010488, No Obj: 0.000041, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826883, Class: 0.991687, Obj: 0.071855, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701058, Class: 0.998467, Obj: 0.075374, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686642, Class: 0.876704, Obj: 0.125111, No Obj: 0.000127, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814479, Class: 0.995041, Obj: 0.121069, No Obj: 0.000169, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: 0.843868, Class: 0.997160, Obj: 0.392897, No Obj: 0.000577, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.859423, Class: 0.979924, Obj: 0.226781, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837865, Class: 0.997763, Obj: 0.124558, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.571436, Class: 0.926118, Obj: 0.001866, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.595735, Class: 0.996169, Obj: 0.148350, No Obj: 0.000107, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776398, Class: 0.994560, Obj: 0.150973, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2012: 0.424747, 0.402472 avg loss, 0.001000 rate, 3.923250 seconds, 128768 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725619, Class: 0.999132, Obj: 0.336335, No Obj: 0.000171, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.810381, Class: 0.996506, Obj: 0.127321, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.492196, Class: 0.987242, Obj: 0.004576, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777512, Class: 0.987620, Obj: 0.191259, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746877, Class: 0.985615, Obj: 0.259586, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.835404, Class: 0.996193, Obj: 0.101598, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735611, Class: 0.992201, Obj: 0.152847, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580906, Class: 0.990069, Obj: 0.083295, No Obj: 0.000067, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.628258, Class: 0.948549, Obj: 0.129750, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629486, Class: 0.996586, Obj: 0.162189, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.806821, Class: 0.988980, Obj: 0.031464, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777637, Class: 0.999924, Obj: 0.303025, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740052, Class: 0.996646, Obj: 0.059029, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678033, Class: 0.978264, Obj: 0.016189, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.843288, Class: 0.995807, Obj: 0.035362, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2013: 0.364338, 0.398659 avg loss, 0.001000 rate, 3.912444 seconds, 128832 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651953, Class: 0.982882, Obj: 0.321108, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763282, Class: 0.995122, Obj: 0.189191, No Obj: 0.000078, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.754917, Class: 0.816828, Obj: 0.000177, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.663524, Class: 0.993296, Obj: 0.022205, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.588178, Class: 0.994645, Obj: 0.050270, No Obj: 0.000132, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713463, Class: 0.986637, Obj: 0.019619, No Obj: 0.000157, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.658776, Class: 0.992472, Obj: 0.031356, No Obj: 0.000084, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738169, Class: 0.979531, Obj: 0.134721, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706101, Class: 0.991989, Obj: 0.038812, No Obj: 0.000088, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521991, Class: 0.997074, Obj: 0.010991, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750731, Class: 0.996307, Obj: 0.279476, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700915, Class: 0.996698, Obj: 0.273301, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.699763, Class: 0.998941, Obj: 0.130173, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789259, Class: 0.998318, Obj: 0.230961, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.785120, Class: 0.937772, Obj: 0.399053, No Obj: 0.000728, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.507267, Class: 0.990998, Obj: 0.179394, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775432, Class: 0.996071, Obj: 0.213776, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2014: 0.501312, 0.408924 avg loss, 0.001000 rate, 3.922073 seconds, 128896 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763710, Class: 0.997611, Obj: 0.519328, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927617, Class: 0.999264, Obj: 0.177619, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745441, Class: 0.995797, Obj: 0.032277, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731926, Class: 0.999807, Obj: 0.388808, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.819400, Class: 0.997924, Obj: 0.174296, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760372, Class: 0.994128, Obj: 0.076722, No Obj: 0.000050, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806304, Class: 0.992227, Obj: 0.093293, No Obj: 0.000083, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750977, Class: 0.997568, Obj: 0.215578, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637654, Class: 0.992127, Obj: 0.058256, No Obj: 0.000065, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799970, Class: 0.997586, Obj: 0.075103, No Obj: 0.000097, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2015: 0.300775, 0.398109 avg loss, 0.001000 rate, 3.905212 seconds, 128960 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677189, Class: 0.999463, Obj: 0.640914, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.737155, Class: 0.995255, Obj: 0.082382, No Obj: 0.000077, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.579912, Class: 0.998485, Obj: 0.255652, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.578076, Class: 0.996469, Obj: 0.336126, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667387, Class: 0.996608, Obj: 0.334330, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821888, Class: 0.995525, Obj: 0.040555, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.478476, Class: 0.997287, Obj: 0.133261, No Obj: 0.000256, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789454, Class: 0.996527, Obj: 0.175111, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.747424, Class: 0.994332, Obj: 0.163262, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669821, Class: 0.992262, Obj: 0.005631, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767482, Class: 0.998706, Obj: 0.133219, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778706, Class: 0.997004, Obj: 0.127199, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773802, Class: 0.991277, Obj: 0.353706, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775236, Class: 0.998101, Obj: 0.311215, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863411, Class: 0.999839, Obj: 0.741791, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820871, Class: 0.993096, Obj: 0.109590, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2016: 0.351773, 0.393476 avg loss, 0.001000 rate, 3.906315 seconds, 129024 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809332, Class: 0.998689, Obj: 0.253724, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778799, Class: 0.996793, Obj: 0.291188, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804563, Class: 0.997005, Obj: 0.306952, No Obj: 0.000202, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.903316, Class: 0.997193, Obj: 0.589547, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.637237, Class: 0.996318, Obj: 0.195602, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.754681, Class: 0.998256, Obj: 0.134734, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739626, Class: 0.996680, Obj: 0.181384, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.592577, Class: 0.993013, Obj: 0.001121, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626701, Class: 0.993051, Obj: 0.051054, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853658, Class: 0.996094, Obj: 0.073979, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768682, Class: 0.997939, Obj: 0.207163, No Obj: 0.000131, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731965, Class: 0.999200, Obj: 0.341257, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747841, Class: 0.995189, Obj: 0.192835, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2017: 0.308350, 0.384963 avg loss, 0.001000 rate, 3.900387 seconds, 129088 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.560290, Class: 0.974123, Obj: 0.017681, No Obj: 0.000385, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.616835, Class: 0.990436, Obj: 0.152233, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649407, Class: 0.991742, Obj: 0.091497, No Obj: 0.000068, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645940, Class: 0.972968, Obj: 0.002291, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623365, Class: 0.994805, Obj: 0.091715, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906876, Class: 0.998748, Obj: 0.374037, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725236, Class: 0.998731, Obj: 0.528419, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704947, Class: 0.999457, Obj: 0.213442, No Obj: 0.000087, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.634073, Class: 0.995709, Obj: 0.470343, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769189, Class: 0.997619, Obj: 0.309806, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830987, Class: 0.997276, Obj: 0.636124, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.565930, Class: 0.994901, Obj: 0.072103, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.446223, Class: 0.999490, Obj: 0.097015, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692180, Class: 0.994862, Obj: 0.010107, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2018: 0.359391, 0.382406 avg loss, 0.001000 rate, 3.901903 seconds, 129152 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779152, Class: 0.999210, Obj: 0.106794, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.815453, Class: 0.998114, Obj: 0.201383, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.467159, Class: 0.993619, Obj: 0.098963, No Obj: 0.000115, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789967, Class: 0.995950, Obj: 0.026820, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.512839, Class: 0.994617, Obj: 0.001215, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771341, Class: 0.994175, Obj: 0.210823, No Obj: 0.000071, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000337, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733115, Class: 0.998743, Obj: 0.182639, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846746, Class: 0.998772, Obj: 0.308445, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555699, Class: 0.999363, Obj: 0.661206, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675619, Class: 0.994659, Obj: 0.120808, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696013, Class: 0.996161, Obj: 0.179837, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.643327, Class: 0.980716, Obj: 0.075229, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857664, Class: 0.998171, Obj: 0.445092, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659557, Class: 0.996880, Obj: 0.120838, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2019: 0.323160, 0.376481 avg loss, 0.001000 rate, 3.922979 seconds, 129216 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677607, Class: 0.999203, Obj: 0.274614, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749102, Class: 0.994639, Obj: 0.237292, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699736, Class: 0.991886, Obj: 0.099223, No Obj: 0.000150, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.856465, Class: 0.917085, Obj: 0.028241, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680118, Class: 0.995284, Obj: 0.088219, No Obj: 0.000121, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.540704, Class: 0.989597, Obj: 0.955505, No Obj: 0.000384, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.800981, Class: 0.998405, Obj: 0.453654, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.679174, Class: 0.995168, Obj: 0.147640, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881907, Class: 0.999743, Obj: 0.554887, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669242, Class: 0.998266, Obj: 0.093786, No Obj: 0.000117, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.534790, Class: 0.993443, Obj: 0.069161, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709980, Class: 0.995003, Obj: 0.122066, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743663, Class: 0.999000, Obj: 0.503779, No Obj: 0.000250, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.571203, Class: 0.992464, Obj: 0.055897, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751707, Class: 0.996913, Obj: 0.268730, No Obj: 0.000140, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2020: 0.485027, 0.387336 avg loss, 0.001000 rate, 3.909326 seconds, 129280 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638128, Class: 0.998113, Obj: 0.151732, No Obj: 0.000109, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791503, Class: 0.998238, Obj: 0.258568, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731634, Class: 0.996000, Obj: 0.101676, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773540, Class: 0.996876, Obj: 0.266560, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.532321, Class: 0.937308, Obj: 0.000417, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626355, Class: 0.993190, Obj: 0.097104, No Obj: 0.000147, .5R: 0.666667, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714728, Class: 0.990444, Obj: 0.122629, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841137, Class: 0.998235, Obj: 0.260498, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2021: 0.438673, 0.392469 avg loss, 0.001000 rate, 3.900729 seconds, 129344 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896058, Class: 0.995912, Obj: 0.569087, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796294, Class: 0.996169, Obj: 0.070588, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911309, Class: 0.994399, Obj: 0.032286, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755901, Class: 0.995403, Obj: 0.093397, No Obj: 0.000150, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775545, Class: 0.999811, Obj: 0.506801, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613824, Class: 0.994471, Obj: 0.036987, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694855, Class: 0.984343, Obj: 0.018410, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.721999, Class: 0.960414, Obj: 0.148458, No Obj: 0.000070, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.616780, Class: 0.970407, Obj: 0.004332, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.722121, Class: 0.989592, Obj: 0.189907, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.770277, Class: 0.969144, Obj: 0.066206, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688051, Class: 0.994791, Obj: 0.147733, No Obj: 0.000112, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797596, Class: 0.989985, Obj: 0.017371, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710459, Class: 0.998611, Obj: 0.081518, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683136, Class: 0.951917, Obj: 0.011268, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676097, Class: 0.996368, Obj: 0.110234, No Obj: 0.000090, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2022: 0.512317, 0.404454 avg loss, 0.001000 rate, 3.902415 seconds, 129408 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945498, Class: 0.999497, Obj: 0.137873, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791459, Class: 0.998080, Obj: 0.321379, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828754, Class: 0.998970, Obj: 0.327749, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644617, Class: 0.986118, Obj: 0.109133, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.683379, Class: 0.994479, Obj: 0.054220, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798113, Class: 0.998614, Obj: 0.022669, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854526, Class: 0.997381, Obj: 0.055707, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.843839, Class: 0.998169, Obj: 0.050473, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693149, Class: 0.997896, Obj: 0.616333, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.803880, Class: 0.996662, Obj: 0.394854, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628072, Class: 0.998178, Obj: 0.750155, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773671, Class: 0.997614, Obj: 0.148321, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2023: 0.139536, 0.377962 avg loss, 0.001000 rate, 3.889894 seconds, 129472 images Loaded: 0.000072 seconds Region 82 Avg IOU: 0.692895, Class: 0.984351, Obj: 0.004461, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772019, Class: 0.982970, Obj: 0.000823, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746936, Class: 0.993278, Obj: 0.053196, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.738791, Class: 0.996663, Obj: 0.093748, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.646813, Class: 0.974295, Obj: 0.012043, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.612469, Class: 0.990461, Obj: 0.070781, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790849, Class: 0.996227, Obj: 0.332570, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927869, Class: 0.998296, Obj: 0.576157, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867595, Class: 0.996406, Obj: 0.121001, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.948638, Class: 0.988979, Obj: 0.063048, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745455, Class: 0.995206, Obj: 0.117312, No Obj: 0.000088, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.799090, Class: 0.981203, Obj: 0.018888, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.760531, Class: 0.964502, Obj: 0.000657, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652267, Class: 0.991038, Obj: 0.092388, No Obj: 0.000078, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833825, Class: 0.999840, Obj: 0.315950, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743803, Class: 0.998563, Obj: 0.102940, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856254, Class: 0.997356, Obj: 0.220631, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752425, Class: 0.995457, Obj: 0.099651, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2024: 0.385164, 0.378683 avg loss, 0.001000 rate, 3.900801 seconds, 129536 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611341, Class: 0.996780, Obj: 0.211383, No Obj: 0.000128, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.774090, Class: 0.991978, Obj: 0.109930, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.875089, Class: 0.999361, Obj: 0.799359, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683839, Class: 0.992966, Obj: 0.054548, No Obj: 0.000124, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.664272, Class: 0.963698, Obj: 0.142567, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737345, Class: 0.991219, Obj: 0.216192, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.908042, Class: 0.999506, Obj: 0.509949, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737745, Class: 0.990535, Obj: 0.193219, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.793901, Class: 0.996699, Obj: 0.093755, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.689175, Class: 0.981486, Obj: 0.001286, No Obj: 0.000004, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.650470, Class: 0.996517, Obj: 0.464762, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748879, Class: 0.998824, Obj: 0.332826, No Obj: 0.000162, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863161, Class: 0.997246, Obj: 0.089335, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810761, Class: 0.996573, Obj: 0.038255, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766240, Class: 0.991098, Obj: 0.008330, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616453, Class: 0.996416, Obj: 0.144782, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.819362, Class: 0.953955, Obj: 0.428717, No Obj: 0.000472, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.602691, Class: 0.992271, Obj: 0.012037, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661079, Class: 0.994927, Obj: 0.053873, No Obj: 0.000031, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2025: 0.385921, 0.379406 avg loss, 0.001000 rate, 3.902732 seconds, 129600 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.842889, Class: 0.991540, Obj: 0.075051, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772509, Class: 0.994287, Obj: 0.148732, No Obj: 0.000232, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.902139, Class: 0.996138, Obj: 0.002216, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.649401, Class: 0.983105, Obj: 0.759083, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651106, Class: 0.999291, Obj: 0.092845, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678634, Class: 0.995975, Obj: 0.030585, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834043, Class: 0.998425, Obj: 0.146453, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.744506, Class: 0.999021, Obj: 0.285889, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703813, Class: 0.993117, Obj: 0.031145, No Obj: 0.000061, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.730825, Class: 0.963973, Obj: 0.002521, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.837110, Class: 0.987568, Obj: 0.039226, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798932, Class: 0.996119, Obj: 0.086184, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817432, Class: 0.998683, Obj: 0.150685, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709318, Class: 0.970101, Obj: 0.069844, No Obj: 0.000107, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770044, Class: 0.995086, Obj: 0.087383, No Obj: 0.000073, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.722428, Class: 0.980349, Obj: 0.000834, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633986, Class: 0.995603, Obj: 0.041511, No Obj: 0.000042, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2026: 0.421969, 0.383663 avg loss, 0.001000 rate, 3.906078 seconds, 129664 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774697, Class: 0.999446, Obj: 0.024410, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822112, Class: 0.998437, Obj: 0.283831, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.889062, Class: 0.998439, Obj: 0.103697, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670092, Class: 0.995174, Obj: 0.150622, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.523029, Class: 0.984727, Obj: 0.524125, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.884479, Class: 0.998141, Obj: 0.329542, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.641165, Class: 0.994092, Obj: 0.080129, No Obj: 0.000122, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847376, Class: 0.998976, Obj: 0.377392, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718044, Class: 0.997221, Obj: 0.237669, No Obj: 0.000087, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721106, Class: 0.998603, Obj: 0.145516, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736379, Class: 0.985946, Obj: 0.126623, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711577, Class: 0.996881, Obj: 0.106715, No Obj: 0.000089, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.755074, Class: 0.995818, Obj: 0.146986, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.806284, Class: 0.999837, Obj: 0.272718, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826092, Class: 0.997648, Obj: 0.100958, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2027: 0.371519, 0.382448 avg loss, 0.001000 rate, 3.906586 seconds, 129728 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.681290, Class: 0.998161, Obj: 0.906429, No Obj: 0.000362, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812637, Class: 0.994188, Obj: 0.760560, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765819, Class: 0.999832, Obj: 0.294756, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787020, Class: 0.986277, Obj: 0.038808, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782378, Class: 0.998329, Obj: 0.214054, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716657, Class: 0.999278, Obj: 0.637815, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726463, Class: 0.996894, Obj: 0.121594, No Obj: 0.000135, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803751, Class: 0.993439, Obj: 0.071427, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710993, Class: 0.995670, Obj: 0.224785, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712738, Class: 0.997013, Obj: 0.062612, No Obj: 0.000112, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.596551, Class: 0.997030, Obj: 0.238927, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791160, Class: 0.989469, Obj: 0.092309, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470625, Class: 0.991464, Obj: 0.164676, No Obj: 0.000223, .5R: 0.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.793052, Class: 0.993084, Obj: 0.027094, No Obj: 0.000060, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2028: 0.277966, 0.372000 avg loss, 0.001000 rate, 3.901860 seconds, 129792 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902852, Class: 0.989323, Obj: 0.002540, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712107, Class: 0.998227, Obj: 0.049551, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.774341, Class: 0.999263, Obj: 0.683369, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674026, Class: 0.998738, Obj: 0.087144, No Obj: 0.000088, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590848, Class: 0.996358, Obj: 0.047902, No Obj: 0.000071, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.888679, Class: 0.985964, Obj: 0.958667, No Obj: 0.000465, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772618, Class: 0.991969, Obj: 0.030268, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715225, Class: 0.991818, Obj: 0.113480, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727917, Class: 0.998644, Obj: 0.140700, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.732833, Class: 0.920201, Obj: 0.000860, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852244, Class: 0.997105, Obj: 0.326506, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679050, Class: 0.996720, Obj: 0.167620, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.835047, Class: 0.998737, Obj: 0.892327, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621052, Class: 0.996679, Obj: 0.091684, No Obj: 0.000103, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701919, Class: 0.999415, Obj: 0.490286, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711505, Class: 0.995634, Obj: 0.069737, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2029: 0.481782, 0.382978 avg loss, 0.001000 rate, 3.904105 seconds, 129856 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.684210, Class: 0.970068, Obj: 0.218910, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759112, Class: 0.999712, Obj: 0.654163, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758165, Class: 0.996047, Obj: 0.111076, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705080, Class: 0.991781, Obj: 0.313715, No Obj: 0.000254, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.545098, Class: 0.999234, Obj: 0.359130, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.623019, Class: 0.996910, Obj: 0.211553, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.712459, Class: 0.997076, Obj: 0.082523, No Obj: 0.000134, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752723, Class: 0.998461, Obj: 0.050879, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747144, Class: 0.997985, Obj: 0.322063, No Obj: 0.000176, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.678226, Class: 0.988742, Obj: 0.347491, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645866, Class: 0.996535, Obj: 0.126921, No Obj: 0.000147, .5R: 0.900000, .75R: 0.200000, count: 10 Region 82 Avg IOU: 0.769172, Class: 0.996446, Obj: 0.086581, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698035, Class: 0.998404, Obj: 0.334463, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824727, Class: 0.999185, Obj: 0.704843, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615907, Class: 0.994769, Obj: 0.103963, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633130, Class: 0.996966, Obj: 0.000599, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.787353, Class: 0.996117, Obj: 0.039661, No Obj: 0.000082, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2030: 0.443611, 0.389042 avg loss, 0.001000 rate, 3.904831 seconds, 129920 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.760428, Class: 0.994922, Obj: 0.133890, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754727, Class: 0.992170, Obj: 0.038665, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629604, Class: 0.998210, Obj: 0.113520, No Obj: 0.000065, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785105, Class: 0.996493, Obj: 0.176353, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.516969, Class: 0.994708, Obj: 0.122092, No Obj: 0.000134, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812164, Class: 0.993100, Obj: 0.090757, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822678, Class: 0.997365, Obj: 0.005811, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877539, Class: 0.997444, Obj: 0.249039, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.716306, Class: 0.995165, Obj: 0.136543, No Obj: 0.000126, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672702, Class: 0.997857, Obj: 0.207678, No Obj: 0.000148, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.803676, Class: 0.998298, Obj: 0.256536, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.744953, Class: 0.980178, Obj: 0.001710, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656052, Class: 0.998009, Obj: 0.056667, No Obj: 0.000124, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720092, Class: 0.996195, Obj: 0.037300, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2031: 0.464736, 0.396611 avg loss, 0.001000 rate, 3.904068 seconds, 129984 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.808560, Class: 0.997578, Obj: 0.208477, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887212, Class: 0.999721, Obj: 0.114236, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717636, Class: 0.989963, Obj: 0.193759, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711432, Class: 0.989330, Obj: 0.148927, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.736152, Class: 0.995488, Obj: 0.180279, No Obj: 0.000108, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679211, Class: 0.986721, Obj: 0.116867, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754916, Class: 0.995370, Obj: 0.116432, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827175, Class: 0.999166, Obj: 0.516415, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689421, Class: 0.993651, Obj: 0.124173, No Obj: 0.000213, .5R: 0.916667, .75R: 0.250000, count: 12 Region 82 Avg IOU: 0.555094, Class: 0.996931, Obj: 0.234485, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783137, Class: 0.997391, Obj: 0.113443, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899991, Class: 0.994426, Obj: 0.213385, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684672, Class: 0.999902, Obj: 0.131562, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674735, Class: 0.997505, Obj: 0.137420, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.841367, Class: 0.982155, Obj: 0.707132, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700013, Class: 0.993961, Obj: 0.143815, No Obj: 0.000124, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2032: 0.461461, 0.403096 avg loss, 0.001000 rate, 3.904135 seconds, 130048 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666390, Class: 0.998231, Obj: 0.124794, No Obj: 0.000122, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.581126, Class: 0.934692, Obj: 0.761774, No Obj: 0.000484, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676171, Class: 0.998271, Obj: 0.121183, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803308, Class: 0.995776, Obj: 0.435803, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.524408, Class: 0.994727, Obj: 0.069394, No Obj: 0.000074, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582412, Class: 0.998098, Obj: 0.244753, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809316, Class: 0.997516, Obj: 0.072009, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.810034, Class: 0.999227, Obj: 0.529967, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770507, Class: 0.995675, Obj: 0.258787, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.771428, Class: 0.997089, Obj: 0.141459, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670297, Class: 0.995301, Obj: 0.082106, No Obj: 0.000089, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810271, Class: 0.991600, Obj: 0.160966, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716765, Class: 0.997481, Obj: 0.139543, No Obj: 0.000132, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2033: 0.372989, 0.400085 avg loss, 0.001000 rate, 3.900876 seconds, 130112 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855676, Class: 0.999584, Obj: 0.589052, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744552, Class: 0.997092, Obj: 0.143530, No Obj: 0.000123, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.820247, Class: 0.997650, Obj: 0.585364, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.852671, Class: 0.986055, Obj: 0.091078, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706858, Class: 0.998083, Obj: 0.171642, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760000, Class: 0.984353, Obj: 0.059117, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.801877, Class: 0.997936, Obj: 0.257253, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744807, Class: 0.998731, Obj: 0.168168, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.926957, Class: 0.998830, Obj: 0.879391, No Obj: 0.000511, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.880098, Class: 0.999721, Obj: 0.199231, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702570, Class: 0.986777, Obj: 0.119508, No Obj: 0.000077, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849440, Class: 0.999632, Obj: 0.608831, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712093, Class: 0.995283, Obj: 0.121152, No Obj: 0.000172, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720941, Class: 0.988075, Obj: 0.139860, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738036, Class: 0.997461, Obj: 0.183815, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2034: 0.418551, 0.401932 avg loss, 0.001000 rate, 3.902858 seconds, 130176 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.722968, Class: 0.998324, Obj: 0.401262, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704665, Class: 0.979586, Obj: 0.072331, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830642, Class: 0.998960, Obj: 0.155127, No Obj: 0.000160, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819179, Class: 0.999742, Obj: 0.411683, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831011, Class: 0.999142, Obj: 0.099615, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749333, Class: 0.999852, Obj: 0.413337, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790100, Class: 0.996202, Obj: 0.060394, No Obj: 0.000084, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.852890, Class: 0.995841, Obj: 0.517128, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.748694, Class: 0.987913, Obj: 0.133488, No Obj: 0.000268, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.562712, Class: 0.997088, Obj: 0.138482, No Obj: 0.000061, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.723876, Class: 0.973755, Obj: 0.003893, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746453, Class: 0.996150, Obj: 0.063445, No Obj: 0.000056, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683680, Class: 0.994892, Obj: 0.027937, No Obj: 0.000045, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771401, Class: 0.996385, Obj: 0.078180, No Obj: 0.000082, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634052, Class: 0.996452, Obj: 0.072480, No Obj: 0.000064, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2035: 0.476650, 0.409404 avg loss, 0.001000 rate, 3.899835 seconds, 130240 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714180, Class: 0.999465, Obj: 0.065338, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693817, Class: 0.995987, Obj: 0.143876, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930785, Class: 0.998660, Obj: 0.236836, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846228, Class: 0.998242, Obj: 0.050588, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850544, Class: 0.996716, Obj: 0.096336, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769598, Class: 0.998415, Obj: 0.233246, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654574, Class: 0.979733, Obj: 0.000706, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728689, Class: 0.997761, Obj: 0.230114, No Obj: 0.000093, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807173, Class: 0.997512, Obj: 0.022212, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633338, Class: 0.996147, Obj: 0.049576, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595519, Class: 0.997071, Obj: 0.046028, No Obj: 0.000036, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2036: 0.241128, 0.392576 avg loss, 0.001000 rate, 3.891515 seconds, 130304 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.467951, Class: 0.992656, Obj: 0.140321, No Obj: 0.000135, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.861409, Class: 0.991159, Obj: 0.445567, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668522, Class: 0.999109, Obj: 0.070096, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.695123, Class: 0.991631, Obj: 0.477124, No Obj: 0.000792, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609944, Class: 0.998239, Obj: 0.017672, No Obj: 0.000043, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881901, Class: 0.999616, Obj: 0.437817, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852601, Class: 0.998625, Obj: 0.364346, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702066, Class: 0.994994, Obj: 0.148327, No Obj: 0.000113, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825618, Class: 0.996981, Obj: 0.516897, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.669670, Class: 0.996858, Obj: 0.167282, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765694, Class: 0.993373, Obj: 0.318845, No Obj: 0.000231, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.733773, Class: 0.998400, Obj: 0.141295, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676161, Class: 0.996475, Obj: 0.064578, No Obj: 0.000086, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737748, Class: 0.989774, Obj: 0.044147, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790320, Class: 0.996035, Obj: 0.183928, No Obj: 0.000175, .5R: 1.000000, .75R: 0.666667, count: 9 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2037: 0.391340, 0.392453 avg loss, 0.001000 rate, 3.899745 seconds, 130368 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695526, Class: 0.988440, Obj: 0.219363, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.719702, Class: 0.988703, Obj: 0.081066, No Obj: 0.000178, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660776, Class: 0.995961, Obj: 0.144085, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.494038, Class: 0.997688, Obj: 0.140172, No Obj: 0.000048, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727416, Class: 0.992624, Obj: 0.236434, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702461, Class: 0.994435, Obj: 0.034793, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833147, Class: 0.998980, Obj: 0.239332, No Obj: 0.000111, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792043, Class: 0.999339, Obj: 0.313074, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.569620, Class: 0.996389, Obj: 0.119280, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882261, Class: 0.998888, Obj: 0.014585, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731935, Class: 0.997945, Obj: 0.177966, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858875, Class: 0.999630, Obj: 0.209129, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776423, Class: 0.996077, Obj: 0.135354, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2038: 0.387515, 0.391959 avg loss, 0.001000 rate, 3.905234 seconds, 130432 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.595652, Class: 0.959087, Obj: 0.107864, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766027, Class: 0.996928, Obj: 0.026695, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605889, Class: 0.989457, Obj: 0.070150, No Obj: 0.000045, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811770, Class: 0.997791, Obj: 0.476380, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773734, Class: 0.997826, Obj: 0.159180, No Obj: 0.000160, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.795125, Class: 0.930043, Obj: 0.000171, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.734109, Class: 0.999345, Obj: 0.064598, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638066, Class: 0.996306, Obj: 0.225979, No Obj: 0.000151, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841060, Class: 0.996037, Obj: 0.363355, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832123, Class: 0.997920, Obj: 0.278148, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855999, Class: 0.997593, Obj: 0.386562, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615477, Class: 0.980841, Obj: 0.018460, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673609, Class: 0.997677, Obj: 0.201421, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641984, Class: 0.976796, Obj: 0.086602, No Obj: 0.000078, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775005, Class: 0.988024, Obj: 0.457443, No Obj: 0.000434, .5R: 1.000000, .75R: 0.666667, count: 6 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2039: 0.387089, 0.391472 avg loss, 0.001000 rate, 3.902984 seconds, 130496 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799403, Class: 0.999756, Obj: 0.758788, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.516074, Class: 0.993320, Obj: 0.034610, No Obj: 0.000089, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778200, Class: 0.996812, Obj: 0.791008, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600860, Class: 0.992922, Obj: 0.015830, No Obj: 0.000041, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708797, Class: 0.998653, Obj: 0.339938, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627807, Class: 0.994986, Obj: 0.063444, No Obj: 0.000066, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671144, Class: 0.998322, Obj: 0.025520, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684546, Class: 0.998127, Obj: 0.163145, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645589, Class: 0.997981, Obj: 0.177221, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.491187, Class: 0.996944, Obj: 0.109066, No Obj: 0.000049, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2040: 0.351124, 0.387437 avg loss, 0.001000 rate, 3.903849 seconds, 130560 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788644, Class: 0.996159, Obj: 0.217863, No Obj: 0.000077, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860495, Class: 0.980970, Obj: 0.001848, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.585160, Class: 0.994334, Obj: 0.309553, No Obj: 0.000048, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817899, Class: 0.996060, Obj: 0.089558, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.532972, Class: 0.998878, Obj: 0.255652, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849041, Class: 0.988937, Obj: 0.434090, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643128, Class: 0.992283, Obj: 0.125376, No Obj: 0.000099, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627325, Class: 0.995929, Obj: 0.187725, No Obj: 0.000121, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810649, Class: 0.998001, Obj: 0.146875, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.713482, Class: 0.998866, Obj: 0.253938, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728914, Class: 0.995862, Obj: 0.288707, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730739, Class: 0.983757, Obj: 0.039910, No Obj: 0.000225, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.662199, Class: 0.997755, Obj: 0.109392, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2041: 0.463363, 0.395030 avg loss, 0.001000 rate, 3.906267 seconds, 130624 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508521, Class: 0.968033, Obj: 0.000050, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731276, Class: 0.998680, Obj: 0.349694, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654211, Class: 0.997992, Obj: 0.188571, No Obj: 0.000061, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.918402, Class: 0.994114, Obj: 0.217302, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879663, Class: 0.927339, Obj: 0.153333, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.572372, Class: 0.994916, Obj: 0.050250, No Obj: 0.000056, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000632, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765008, Class: 0.982844, Obj: 0.009888, No Obj: 0.000015, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.649091, Class: 0.992899, Obj: 0.029285, No Obj: 0.000056, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786411, Class: 0.997915, Obj: 0.057232, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857698, Class: 0.999174, Obj: 0.073786, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770799, Class: 0.996250, Obj: 0.180736, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733162, Class: 0.988193, Obj: 0.222530, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.292781, Class: 0.997048, Obj: 0.006797, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2042: 0.350871, 0.390614 avg loss, 0.001000 rate, 3.904817 seconds, 130688 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734292, Class: 0.997960, Obj: 0.494208, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.599286, Class: 0.996535, Obj: 0.048880, No Obj: 0.000104, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707970, Class: 0.995341, Obj: 0.120602, No Obj: 0.000200, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.778044, Class: 0.995360, Obj: 0.177945, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.879394, Class: 0.979480, Obj: 0.362300, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860106, Class: 0.999181, Obj: 0.443294, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.548033, Class: 0.992127, Obj: 0.027814, No Obj: 0.000059, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843524, Class: 0.998397, Obj: 0.347673, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815262, Class: 0.979498, Obj: 0.006456, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774340, Class: 0.996946, Obj: 0.251225, No Obj: 0.000102, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.709851, Class: 0.961416, Obj: 0.310323, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678000, Class: 0.994691, Obj: 0.153892, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686711, Class: 0.998989, Obj: 0.859209, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700184, Class: 0.995217, Obj: 0.334109, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.735899, Class: 0.991178, Obj: 0.574051, No Obj: 0.000712, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.774856, Class: 0.996438, Obj: 0.110214, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672741, Class: 0.997113, Obj: 0.035821, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2043: 0.488511, 0.400404 avg loss, 0.001000 rate, 3.903902 seconds, 130752 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752966, Class: 0.988767, Obj: 0.063016, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689402, Class: 0.997147, Obj: 0.124445, No Obj: 0.000100, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.847464, Class: 0.876378, Obj: 0.002647, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.734834, Class: 0.984321, Obj: 0.003586, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.604049, Class: 0.991485, Obj: 0.043022, No Obj: 0.000068, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777984, Class: 0.980199, Obj: 0.044914, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707990, Class: 0.995291, Obj: 0.031958, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830727, Class: 0.998024, Obj: 0.675740, No Obj: 0.000236, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.832652, Class: 0.997345, Obj: 0.301701, No Obj: 0.000127, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.637900, Class: 0.954054, Obj: 0.003023, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.743231, Class: 0.989779, Obj: 0.334798, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.487545, Class: 0.995741, Obj: 0.014674, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856479, Class: 0.995850, Obj: 0.255426, No Obj: 0.000319, .5R: 1.000000, .75R: 0.833333, count: 6 Region 106 Avg IOU: 0.628122, Class: 0.990711, Obj: 0.099939, No Obj: 0.000057, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799453, Class: 0.992442, Obj: 0.172928, No Obj: 0.000325, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.787936, Class: 0.999799, Obj: 0.274697, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896372, Class: 0.986478, Obj: 0.017611, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761326, Class: 0.997636, Obj: 0.356649, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2044: 0.472019, 0.407565 avg loss, 0.001000 rate, 3.908090 seconds, 130816 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734277, Class: 0.997951, Obj: 0.138479, No Obj: 0.000072, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783571, Class: 0.994404, Obj: 0.157491, No Obj: 0.000118, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.748264, Class: 0.989762, Obj: 0.523890, No Obj: 0.000393, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701997, Class: 0.988670, Obj: 0.018198, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655299, Class: 0.992624, Obj: 0.047269, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808758, Class: 0.977396, Obj: 0.038302, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764205, Class: 0.998911, Obj: 0.308057, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781091, Class: 0.997150, Obj: 0.166271, No Obj: 0.000120, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878608, Class: 0.991489, Obj: 0.691282, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771248, Class: 0.997801, Obj: 0.232896, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775830, Class: 0.991890, Obj: 0.425105, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.826498, Class: 0.993890, Obj: 0.022216, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.791571, Class: 0.997328, Obj: 0.207351, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.839767, Class: 0.999770, Obj: 0.873913, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590851, Class: 0.994395, Obj: 0.047507, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2045: 0.309199, 0.397728 avg loss, 0.001000 rate, 3.904653 seconds, 130880 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850824, Class: 0.996280, Obj: 0.001399, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643732, Class: 0.984230, Obj: 0.771506, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628868, Class: 0.997906, Obj: 0.088280, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.711154, Class: 0.979940, Obj: 0.021978, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766779, Class: 0.997448, Obj: 0.290706, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.832860, Class: 0.982228, Obj: 0.063081, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731574, Class: 0.985066, Obj: 0.434576, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671732, Class: 0.993443, Obj: 0.129051, No Obj: 0.000120, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890312, Class: 0.983516, Obj: 0.054209, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787100, Class: 0.993336, Obj: 0.061979, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.911720, Class: 0.991072, Obj: 0.301486, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.733134, Class: 0.922301, Obj: 0.054653, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.673558, Class: 0.991715, Obj: 0.132960, No Obj: 0.000082, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770739, Class: 0.998519, Obj: 0.161484, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729242, Class: 0.998028, Obj: 0.122231, No Obj: 0.000112, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.592154, Class: 0.998500, Obj: 0.479270, No Obj: 0.000474, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721300, Class: 0.996760, Obj: 0.238566, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2046: 0.448558, 0.402811 avg loss, 0.001000 rate, 3.903413 seconds, 130944 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.789410, Class: 0.999364, Obj: 0.836225, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.639851, Class: 0.985519, Obj: 0.247396, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.831984, Class: 0.995850, Obj: 0.222681, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743255, Class: 0.990603, Obj: 0.106865, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742624, Class: 0.998785, Obj: 0.410707, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640284, Class: 0.998076, Obj: 0.666594, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.656070, Class: 0.993953, Obj: 0.046911, No Obj: 0.000053, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699590, Class: 0.998418, Obj: 0.245303, No Obj: 0.000117, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801232, Class: 0.996264, Obj: 0.442376, No Obj: 0.000279, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.637074, Class: 0.995352, Obj: 0.206668, No Obj: 0.000089, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693245, Class: 0.999842, Obj: 0.823262, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663663, Class: 0.996829, Obj: 0.098232, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846483, Class: 0.997857, Obj: 0.682442, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718769, Class: 0.997371, Obj: 0.041642, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2047: 0.367089, 0.399239 avg loss, 0.001000 rate, 3.899674 seconds, 131008 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778337, Class: 0.999907, Obj: 0.988457, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793733, Class: 0.996107, Obj: 0.075355, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.652355, Class: 0.971929, Obj: 0.221395, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831907, Class: 0.992843, Obj: 0.119341, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.648667, Class: 0.995290, Obj: 0.165186, No Obj: 0.000126, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686796, Class: 0.999872, Obj: 0.850368, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679724, Class: 0.994261, Obj: 0.098484, No Obj: 0.000102, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692768, Class: 0.988450, Obj: 0.001291, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.831411, Class: 0.993747, Obj: 0.151290, No Obj: 0.000124, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691971, Class: 0.984702, Obj: 0.185034, No Obj: 0.000204, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.779899, Class: 0.996363, Obj: 0.202455, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925098, Class: 0.999659, Obj: 0.796708, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683483, Class: 0.995363, Obj: 0.175422, No Obj: 0.000170, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802158, Class: 0.993874, Obj: 0.545693, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709330, Class: 0.996733, Obj: 0.110626, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801285, Class: 0.989719, Obj: 0.771389, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677121, Class: 0.996594, Obj: 0.065181, No Obj: 0.000117, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2048: 0.506771, 0.409992 avg loss, 0.001000 rate, 3.904832 seconds, 131072 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656316, Class: 0.992165, Obj: 0.313727, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.747291, Class: 0.994892, Obj: 0.229849, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.802982, Class: 0.996970, Obj: 0.589938, No Obj: 0.000319, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774200, Class: 0.989658, Obj: 0.113017, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755533, Class: 0.998910, Obj: 0.953420, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724417, Class: 0.997839, Obj: 0.159701, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704509, Class: 0.992160, Obj: 0.288471, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.748158, Class: 0.996904, Obj: 0.010479, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.589078, Class: 0.984431, Obj: 0.706938, No Obj: 0.000687, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.845648, Class: 0.990414, Obj: 0.269579, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683879, Class: 0.994934, Obj: 0.059329, No Obj: 0.000093, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792743, Class: 0.998380, Obj: 0.440893, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835278, Class: 0.992732, Obj: 0.335219, No Obj: 0.000654, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.707646, Class: 0.993149, Obj: 0.102688, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.721826, Class: 0.998310, Obj: 0.113288, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.713551, Class: 0.996558, Obj: 0.141124, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715434, Class: 0.993755, Obj: 0.085392, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2049: 0.339464, 0.402939 avg loss, 0.001000 rate, 3.902065 seconds, 131136 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686984, Class: 0.993799, Obj: 0.071518, No Obj: 0.000088, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.595487, Class: 0.987209, Obj: 0.752184, No Obj: 0.000321, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668385, Class: 0.997212, Obj: 0.159421, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640243, Class: 0.995066, Obj: 0.086787, No Obj: 0.000229, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.619272, Class: 0.996234, Obj: 0.074185, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712224, Class: 0.995737, Obj: 0.263635, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698075, Class: 0.995982, Obj: 0.011969, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853174, Class: 0.999559, Obj: 0.561863, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770324, Class: 0.996965, Obj: 0.152213, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.831474, Class: 0.975946, Obj: 0.004826, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736807, Class: 0.988407, Obj: 0.462195, No Obj: 0.000241, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684783, Class: 0.995120, Obj: 0.263039, No Obj: 0.000119, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829130, Class: 0.997366, Obj: 0.407984, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.679854, Class: 0.995716, Obj: 0.030225, No Obj: 0.000067, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2050: 0.298771, 0.392523 avg loss, 0.001000 rate, 3.904839 seconds, 131200 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.665540, Class: 0.995616, Obj: 0.171764, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.489500, Class: 0.960128, Obj: 0.004759, No Obj: 0.000091, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616384, Class: 0.991243, Obj: 0.017505, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.711568, Class: 0.998898, Obj: 0.401952, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828568, Class: 0.983357, Obj: 0.002048, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793838, Class: 0.998267, Obj: 0.199498, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840323, Class: 0.998895, Obj: 0.274145, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747501, Class: 0.998706, Obj: 0.360647, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744392, Class: 0.994444, Obj: 0.220152, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682934, Class: 0.996507, Obj: 0.169710, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.731660, Class: 0.995713, Obj: 0.213911, No Obj: 0.000276, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762227, Class: 0.996181, Obj: 0.089779, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637719, Class: 0.994851, Obj: 0.139493, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857730, Class: 0.990651, Obj: 0.344427, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.588085, Class: 0.995048, Obj: 0.014145, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2051: 0.305225, 0.383793 avg loss, 0.001000 rate, 3.904487 seconds, 131264 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628452, Class: 0.995173, Obj: 0.077931, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801190, Class: 0.999674, Obj: 0.831837, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671926, Class: 0.993751, Obj: 0.126725, No Obj: 0.000107, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855674, Class: 0.998998, Obj: 0.506918, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785864, Class: 0.994809, Obj: 0.008704, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767339, Class: 0.997663, Obj: 0.287649, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814728, Class: 0.997229, Obj: 0.240893, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679441, Class: 0.994295, Obj: 0.012091, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683641, Class: 0.972965, Obj: 0.000769, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627584, Class: 0.992751, Obj: 0.131051, No Obj: 0.000069, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937565, Class: 0.995559, Obj: 0.605120, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.550744, Class: 0.993602, Obj: 0.035176, No Obj: 0.000052, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2052: 0.310430, 0.376457 avg loss, 0.001000 rate, 3.904216 seconds, 131328 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713645, Class: 0.999638, Obj: 0.569448, No Obj: 0.000218, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.834216, Class: 0.940602, Obj: 0.233339, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.814606, Class: 0.998701, Obj: 0.549288, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709017, Class: 0.992755, Obj: 0.084916, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858162, Class: 0.997314, Obj: 0.071617, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809888, Class: 0.998589, Obj: 0.068160, No Obj: 0.000056, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820506, Class: 0.994728, Obj: 0.072107, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667442, Class: 0.998148, Obj: 0.335057, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729406, Class: 0.993849, Obj: 0.091067, No Obj: 0.000114, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756832, Class: 0.997292, Obj: 0.391275, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700319, Class: 0.997012, Obj: 0.274948, No Obj: 0.000165, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.703665, Class: 0.997870, Obj: 0.112009, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2053: 0.304864, 0.369297 avg loss, 0.001000 rate, 3.900689 seconds, 131392 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758813, Class: 0.997730, Obj: 0.331397, No Obj: 0.000190, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.711136, Class: 0.996473, Obj: 0.109747, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.872383, Class: 0.950767, Obj: 0.036749, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.837093, Class: 0.996638, Obj: 0.337256, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665250, Class: 0.992063, Obj: 0.026262, No Obj: 0.000024, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.620194, Class: 0.995456, Obj: 0.039147, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784242, Class: 0.992033, Obj: 0.008391, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.766284, Class: 0.997437, Obj: 0.182481, No Obj: 0.000127, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803954, Class: 0.996632, Obj: 0.137827, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.603138, Class: 0.995587, Obj: 0.019101, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805943, Class: 0.994335, Obj: 0.021370, No Obj: 0.000057, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.753685, Class: 0.996344, Obj: 0.332673, No Obj: 0.000477, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.831923, Class: 0.986330, Obj: 0.138172, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735742, Class: 0.997244, Obj: 0.128849, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.684895, Class: 0.998303, Obj: 0.229521, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680425, Class: 0.997564, Obj: 0.193746, No Obj: 0.000141, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629764, Class: 0.995042, Obj: 0.119846, No Obj: 0.000058, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2054: 0.504826, 0.382850 avg loss, 0.001000 rate, 3.905029 seconds, 131456 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766336, Class: 0.989054, Obj: 0.086565, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679946, Class: 0.997609, Obj: 0.120730, No Obj: 0.000112, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666126, Class: 0.996185, Obj: 0.117575, No Obj: 0.000057, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812846, Class: 0.982625, Obj: 0.207979, No Obj: 0.000161, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.812388, Class: 0.994018, Obj: 0.308221, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776137, Class: 0.993162, Obj: 0.094493, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842520, Class: 0.997489, Obj: 0.156300, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739840, Class: 0.999777, Obj: 0.766428, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706499, Class: 0.995371, Obj: 0.011107, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828504, Class: 0.998225, Obj: 0.079857, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811479, Class: 0.996485, Obj: 0.035570, No Obj: 0.000059, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.743093, Class: 0.997305, Obj: 0.043903, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.862704, Class: 0.999373, Obj: 0.775930, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736116, Class: 0.995350, Obj: 0.196762, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729656, Class: 0.997441, Obj: 0.378864, No Obj: 0.000253, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.912778, Class: 0.997779, Obj: 0.089388, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2055: 0.395753, 0.384140 avg loss, 0.001000 rate, 3.902737 seconds, 131520 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881778, Class: 0.993129, Obj: 0.089705, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797963, Class: 0.994897, Obj: 0.147702, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824142, Class: 0.996623, Obj: 0.158023, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667106, Class: 0.993771, Obj: 0.034879, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.703595, Class: 0.992673, Obj: 0.027375, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757142, Class: 0.994240, Obj: 0.086075, No Obj: 0.000074, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.579543, Class: 0.988989, Obj: 0.107060, No Obj: 0.000277, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.770137, Class: 0.996349, Obj: 0.340170, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759844, Class: 0.999330, Obj: 0.062173, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780890, Class: 0.998074, Obj: 0.116434, No Obj: 0.000180, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.587783, Class: 0.980106, Obj: 0.008606, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700749, Class: 0.997372, Obj: 0.127005, No Obj: 0.000122, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.598027, Class: 0.973899, Obj: 0.162659, No Obj: 0.000270, .5R: 0.666667, .75R: 0.000000, count: 3 Region 94 Avg IOU: 0.800439, Class: 0.987399, Obj: 0.096001, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.316034, Class: 0.994810, Obj: 0.144483, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2056: 0.485160, 0.394242 avg loss, 0.001000 rate, 3.903125 seconds, 131584 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850580, Class: 0.998886, Obj: 0.065950, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738997, Class: 0.997043, Obj: 0.406792, No Obj: 0.000162, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853810, Class: 0.997823, Obj: 0.290512, No Obj: 0.000143, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785481, Class: 0.994463, Obj: 0.376387, No Obj: 0.000233, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.713183, Class: 0.991335, Obj: 0.053836, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829685, Class: 0.998002, Obj: 0.559120, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735321, Class: 0.996959, Obj: 0.370575, No Obj: 0.000291, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739933, Class: 0.994943, Obj: 0.114873, No Obj: 0.000062, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799528, Class: 0.990211, Obj: 0.251150, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.585467, Class: 0.995918, Obj: 0.077320, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774173, Class: 0.999373, Obj: 0.266281, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.893480, Class: 0.999644, Obj: 0.942827, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829396, Class: 0.997716, Obj: 0.356240, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2057: 0.324180, 0.387236 avg loss, 0.001000 rate, 3.900820 seconds, 131648 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620016, Class: 0.945913, Obj: 0.000781, No Obj: 0.000023, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702419, Class: 0.993568, Obj: 0.152823, No Obj: 0.000103, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734138, Class: 0.973185, Obj: 0.150145, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.830745, Class: 0.998125, Obj: 0.372496, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707317, Class: 0.995663, Obj: 0.105456, No Obj: 0.000101, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828731, Class: 0.992426, Obj: 0.372532, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729231, Class: 0.992792, Obj: 0.172055, No Obj: 0.000144, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714889, Class: 0.999076, Obj: 0.449068, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683288, Class: 0.995615, Obj: 0.238354, No Obj: 0.000068, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756768, Class: 0.999495, Obj: 0.697173, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741632, Class: 0.994920, Obj: 0.107409, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860394, Class: 0.998796, Obj: 0.479061, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2058: 0.348601, 0.383373 avg loss, 0.001000 rate, 3.906556 seconds, 131712 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807855, Class: 0.999543, Obj: 0.460649, No Obj: 0.000202, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770807, Class: 0.993365, Obj: 0.247679, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859444, Class: 0.996440, Obj: 0.166444, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811991, Class: 0.987420, Obj: 0.025439, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708372, Class: 0.998830, Obj: 0.316595, No Obj: 0.000144, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.528978, Class: 0.982380, Obj: 0.219820, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766422, Class: 0.993284, Obj: 0.051155, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746334, Class: 0.994627, Obj: 0.029016, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683504, Class: 0.995378, Obj: 0.124614, No Obj: 0.000194, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.845946, Class: 0.998806, Obj: 0.515570, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652586, Class: 0.993176, Obj: 0.114097, No Obj: 0.000111, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674751, Class: 0.996215, Obj: 0.062544, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623386, Class: 0.974157, Obj: 0.007221, No Obj: 0.000041, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.487738, Class: 0.998287, Obj: 0.506871, No Obj: 0.000208, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.692988, Class: 0.984214, Obj: 0.113179, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.602251, Class: 0.973345, Obj: 0.045551, No Obj: 0.000084, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2059: 0.462424, 0.391278 avg loss, 0.001000 rate, 3.904117 seconds, 131776 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661030, Class: 0.974524, Obj: 0.216231, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.812137, Class: 0.996563, Obj: 0.065016, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841226, Class: 0.984248, Obj: 0.389157, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624939, Class: 0.995725, Obj: 0.017686, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871256, Class: 0.990688, Obj: 0.398088, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749575, Class: 0.996728, Obj: 0.038457, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590917, Class: 0.996198, Obj: 0.055289, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.876056, Class: 0.992072, Obj: 0.765482, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.854547, Class: 0.998290, Obj: 0.509279, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807519, Class: 0.997473, Obj: 0.122362, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703401, Class: 0.985877, Obj: 0.029309, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.677119, Class: 0.997075, Obj: 0.016173, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682619, Class: 0.990064, Obj: 0.007425, No Obj: 0.000031, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798172, Class: 0.997067, Obj: 0.249101, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2060: 0.356092, 0.387759 avg loss, 0.001000 rate, 3.907625 seconds, 131840 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805832, Class: 0.998694, Obj: 0.410992, No Obj: 0.000191, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796826, Class: 0.989306, Obj: 0.074093, No Obj: 0.000198, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.795414, Class: 0.995945, Obj: 0.134698, No Obj: 0.000143, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746947, Class: 0.995965, Obj: 0.042165, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883363, Class: 0.997399, Obj: 0.369245, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.535877, Class: 0.992176, Obj: 0.023261, No Obj: 0.000091, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876064, Class: 0.998031, Obj: 0.846230, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697546, Class: 0.994686, Obj: 0.216403, No Obj: 0.000108, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.596020, Class: 0.994199, Obj: 0.431528, No Obj: 0.000451, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743864, Class: 0.996072, Obj: 0.282302, No Obj: 0.000135, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774196, Class: 0.998349, Obj: 0.122837, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.731995, Class: 0.995262, Obj: 0.184940, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718793, Class: 0.999729, Obj: 0.473866, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755864, Class: 0.994420, Obj: 0.008482, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2061: 0.426575, 0.391641 avg loss, 0.001000 rate, 3.906237 seconds, 131904 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651027, Class: 0.994816, Obj: 0.245912, No Obj: 0.000181, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.765619, Class: 0.983768, Obj: 0.163225, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.691587, Class: 0.920700, Obj: 0.015158, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782017, Class: 0.995109, Obj: 0.200530, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.568379, Class: 0.990987, Obj: 0.111878, No Obj: 0.000169, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.623799, Class: 0.990889, Obj: 0.106603, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.776219, Class: 0.998239, Obj: 0.442366, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.790002, Class: 0.971194, Obj: 0.010979, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754158, Class: 0.992592, Obj: 0.098009, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620510, Class: 0.999806, Obj: 0.249970, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691609, Class: 0.997380, Obj: 0.192259, No Obj: 0.000145, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834411, Class: 0.999912, Obj: 0.774825, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.523237, Class: 0.994544, Obj: 0.094345, No Obj: 0.000092, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828772, Class: 0.999545, Obj: 0.008133, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562464, Class: 0.991167, Obj: 0.048140, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733661, Class: 0.998930, Obj: 0.236968, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2062: 0.529089, 0.405386 avg loss, 0.001000 rate, 3.905168 seconds, 131968 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762299, Class: 0.993081, Obj: 0.093666, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679196, Class: 0.998083, Obj: 0.222347, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.601725, Class: 0.985969, Obj: 0.064364, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668275, Class: 0.999481, Obj: 0.382931, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691460, Class: 0.992300, Obj: 0.079065, No Obj: 0.000125, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: 0.620615, Class: 0.991277, Obj: 0.099365, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858136, Class: 0.992967, Obj: 0.340853, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.644824, Class: 0.991396, Obj: 0.062983, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790076, Class: 0.980051, Obj: 0.006742, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.597778, Class: 0.981965, Obj: 0.010122, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807621, Class: 0.979810, Obj: 0.114673, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850296, Class: 0.995702, Obj: 0.052985, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.660981, Class: 0.997823, Obj: 0.254668, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809626, Class: 0.985504, Obj: 0.247941, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.602192, Class: 0.997134, Obj: 0.169970, No Obj: 0.000151, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726126, Class: 0.999856, Obj: 0.386934, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760334, Class: 0.995971, Obj: 0.187514, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2063: 0.438456, 0.408693 avg loss, 0.001000 rate, 3.909627 seconds, 132032 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668067, Class: 0.998128, Obj: 0.179407, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855424, Class: 0.981425, Obj: 0.141873, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643362, Class: 0.991688, Obj: 0.014889, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: 0.680461, Class: 0.992625, Obj: 0.053272, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751678, Class: 0.992988, Obj: 0.054686, No Obj: 0.000087, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709347, Class: 0.997426, Obj: 0.220536, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714189, Class: 0.991778, Obj: 0.047621, No Obj: 0.000116, .5R: 0.923077, .75R: 0.461538, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700636, Class: 0.994766, Obj: 0.062383, No Obj: 0.000102, .5R: 0.916667, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742233, Class: 0.988471, Obj: 0.101306, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.593006, Class: 0.992617, Obj: 0.043310, No Obj: 0.000068, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697659, Class: 0.997474, Obj: 0.016486, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2064: 0.582150, 0.426038 avg loss, 0.001000 rate, 3.915893 seconds, 132096 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.721274, Class: 0.993895, Obj: 0.276492, No Obj: 0.000470, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.752068, Class: 0.982268, Obj: 0.022270, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687705, Class: 0.987116, Obj: 0.274133, No Obj: 0.000109, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888742, Class: 0.999397, Obj: 0.291425, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754280, Class: 0.994491, Obj: 0.074008, No Obj: 0.000096, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753885, Class: 0.996025, Obj: 0.250956, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803188, Class: 0.978430, Obj: 0.002067, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731908, Class: 0.996624, Obj: 0.057640, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.890922, Class: 0.932094, Obj: 0.024211, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621837, Class: 0.995149, Obj: 0.302287, No Obj: 0.000096, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700834, Class: 0.999007, Obj: 0.101918, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685903, Class: 0.996042, Obj: 0.089010, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945271, Class: 0.999227, Obj: 0.304327, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739311, Class: 0.996500, Obj: 0.112981, No Obj: 0.000140, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891937, Class: 0.967142, Obj: 0.022935, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807283, Class: 0.995990, Obj: 0.098990, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2065: 0.507354, 0.434170 avg loss, 0.001000 rate, 3.922880 seconds, 132160 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848815, Class: 0.998567, Obj: 0.665618, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827738, Class: 0.999252, Obj: 0.186062, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718728, Class: 0.981463, Obj: 0.028752, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.770540, Class: 0.997305, Obj: 0.074227, No Obj: 0.000094, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837047, Class: 0.993009, Obj: 0.657121, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732855, Class: 0.996801, Obj: 0.146793, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.696907, Class: 0.995614, Obj: 0.011826, No Obj: 0.000312, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.662398, Class: 0.999784, Obj: 0.682685, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.759448, Class: 0.994653, Obj: 0.164048, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829472, Class: 0.987209, Obj: 0.019821, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718848, Class: 0.990810, Obj: 0.237548, No Obj: 0.000094, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.772560, Class: 0.995722, Obj: 0.057886, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.873968, Class: 0.980924, Obj: 0.012036, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719471, Class: 0.994745, Obj: 0.123204, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634849, Class: 0.992178, Obj: 0.119654, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.659635, Class: 0.992184, Obj: 0.037211, No Obj: 0.000069, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692356, Class: 0.990863, Obj: 0.135577, No Obj: 0.000029, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2066: 0.412298, 0.431983 avg loss, 0.001000 rate, 3.908364 seconds, 132224 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689402, Class: 0.991610, Obj: 0.048823, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782242, Class: 0.993188, Obj: 0.097161, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.696170, Class: 0.994779, Obj: 0.065379, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608269, Class: 0.997606, Obj: 0.036227, No Obj: 0.000041, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830234, Class: 0.998171, Obj: 0.237583, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674932, Class: 0.993171, Obj: 0.064649, No Obj: 0.000109, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751599, Class: 0.999712, Obj: 0.364668, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.936688, Class: 0.993247, Obj: 0.006315, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758756, Class: 0.998221, Obj: 0.148144, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665276, Class: 0.996732, Obj: 0.091939, No Obj: 0.000111, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827877, Class: 0.988737, Obj: 0.193653, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.509633, Class: 0.996463, Obj: 0.053776, No Obj: 0.000048, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.735785, Class: 0.995424, Obj: 0.038502, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820018, Class: 0.998485, Obj: 0.523750, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634614, Class: 0.998084, Obj: 0.067421, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2067: 0.420210, 0.430806 avg loss, 0.001000 rate, 3.904227 seconds, 132288 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850467, Class: 0.997074, Obj: 0.171852, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835288, Class: 0.997960, Obj: 0.245286, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899435, Class: 0.997677, Obj: 0.417854, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684950, Class: 0.991610, Obj: 0.065320, No Obj: 0.000133, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.848632, Class: 0.995224, Obj: 0.064413, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750200, Class: 0.987170, Obj: 0.003488, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.574403, Class: 0.994456, Obj: 0.004255, No Obj: 0.000040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768910, Class: 0.994351, Obj: 0.162309, No Obj: 0.000228, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.712290, Class: 0.993200, Obj: 0.043817, No Obj: 0.000115, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548661, Class: 0.995954, Obj: 0.027210, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719224, Class: 0.998558, Obj: 0.031199, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622993, Class: 0.996924, Obj: 0.178751, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.757081, Class: 0.991150, Obj: 0.010188, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.824034, Class: 0.991217, Obj: 0.383056, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739478, Class: 0.994531, Obj: 0.146238, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2068: 0.429451, 0.430670 avg loss, 0.001000 rate, 3.902560 seconds, 132352 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712313, Class: 0.989116, Obj: 0.126062, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854986, Class: 0.969049, Obj: 0.007440, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730208, Class: 0.995037, Obj: 0.076558, No Obj: 0.000108, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723930, Class: 0.996649, Obj: 0.102389, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.688647, Class: 0.988433, Obj: 0.004995, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.703489, Class: 0.998225, Obj: 0.203102, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624545, Class: 0.992287, Obj: 0.043794, No Obj: 0.000129, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758144, Class: 0.996911, Obj: 0.237678, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.528251, Class: 0.980580, Obj: 0.053863, No Obj: 0.000098, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.705977, Class: 0.997547, Obj: 0.128832, No Obj: 0.000102, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914703, Class: 0.999383, Obj: 0.112976, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781655, Class: 0.997718, Obj: 0.332729, No Obj: 0.000134, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796349, Class: 0.998220, Obj: 0.273097, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2069: 0.373063, 0.424909 avg loss, 0.001000 rate, 3.903883 seconds, 132416 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739549, Class: 0.995156, Obj: 0.198087, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679441, Class: 0.996580, Obj: 0.216324, No Obj: 0.000098, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838996, Class: 0.989594, Obj: 0.088793, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750479, Class: 0.997820, Obj: 0.278586, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.692258, Class: 0.998054, Obj: 0.276891, No Obj: 0.000342, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822320, Class: 0.995923, Obj: 0.245008, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779731, Class: 0.997476, Obj: 0.076639, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608914, Class: 0.991806, Obj: 0.092299, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680733, Class: 0.988122, Obj: 0.324864, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657954, Class: 0.994826, Obj: 0.024879, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710487, Class: 0.980477, Obj: 0.182843, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739688, Class: 0.995598, Obj: 0.156586, No Obj: 0.000126, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717511, Class: 0.992460, Obj: 0.092316, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651340, Class: 0.986599, Obj: 0.122764, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809959, Class: 0.999376, Obj: 0.347927, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722346, Class: 0.996036, Obj: 0.135648, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2070: 0.367562, 0.419175 avg loss, 0.001000 rate, 3.903162 seconds, 132480 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823806, Class: 0.996397, Obj: 0.252979, No Obj: 0.000140, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782912, Class: 0.994996, Obj: 0.072389, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.543910, Class: 0.994269, Obj: 0.051968, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.605336, Class: 0.958075, Obj: 0.090830, No Obj: 0.000447, .5R: 0.333333, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.727923, Class: 0.978203, Obj: 0.115438, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.745785, Class: 0.999781, Obj: 0.770242, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756633, Class: 0.985396, Obj: 0.071947, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754282, Class: 0.993018, Obj: 0.071102, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771612, Class: 0.997348, Obj: 0.028717, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730752, Class: 0.987793, Obj: 0.207220, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.939501, Class: 0.998431, Obj: 0.163415, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721411, Class: 0.993782, Obj: 0.156225, No Obj: 0.000182, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.519819, Class: 0.999004, Obj: 0.927811, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.928578, Class: 0.999640, Obj: 0.725304, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687025, Class: 0.995571, Obj: 0.064079, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765456, Class: 0.995679, Obj: 0.241179, No Obj: 0.000154, .5R: 0.833333, .75R: 0.833333, count: 6 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2071: 0.425492, 0.419806 avg loss, 0.001000 rate, 3.904112 seconds, 132544 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607221, Class: 0.990327, Obj: 0.076120, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679333, Class: 0.994769, Obj: 0.138513, No Obj: 0.000116, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753370, Class: 0.992620, Obj: 0.009830, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819876, Class: 0.997417, Obj: 0.335324, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771895, Class: 0.993118, Obj: 0.158213, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691177, Class: 0.998904, Obj: 0.155049, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830524, Class: 0.996804, Obj: 0.129268, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826613, Class: 0.999324, Obj: 0.616443, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789035, Class: 0.993963, Obj: 0.165481, No Obj: 0.000070, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701677, Class: 0.993515, Obj: 0.246661, No Obj: 0.000232, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.718267, Class: 0.996408, Obj: 0.144076, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763191, Class: 0.996881, Obj: 0.139180, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.667933, Class: 0.992827, Obj: 0.062903, No Obj: 0.000089, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845037, Class: 0.997972, Obj: 0.350612, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671473, Class: 0.993262, Obj: 0.038363, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2072: 0.327243, 0.410550 avg loss, 0.001000 rate, 3.903514 seconds, 132608 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742726, Class: 0.995358, Obj: 0.241115, No Obj: 0.000079, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.752331, Class: 0.997810, Obj: 0.430237, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.774633, Class: 0.980542, Obj: 0.053497, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.508344, Class: 0.982504, Obj: 0.040635, No Obj: 0.000087, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630517, Class: 0.999510, Obj: 0.125833, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703439, Class: 0.994923, Obj: 0.089688, No Obj: 0.000165, .5R: 0.916667, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776645, Class: 0.999283, Obj: 0.028122, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709130, Class: 0.993586, Obj: 0.034691, No Obj: 0.000048, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708788, Class: 0.999761, Obj: 0.145935, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720937, Class: 0.996189, Obj: 0.113247, No Obj: 0.000168, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.599068, Class: 0.988432, Obj: 0.383831, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743434, Class: 0.995123, Obj: 0.189310, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621352, Class: 0.990479, Obj: 0.319631, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743379, Class: 0.994471, Obj: 0.143995, No Obj: 0.000071, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677157, Class: 0.993028, Obj: 0.010523, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733066, Class: 0.998412, Obj: 0.171811, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2073: 0.500241, 0.419519 avg loss, 0.001000 rate, 3.907958 seconds, 132672 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685272, Class: 0.995939, Obj: 0.154512, No Obj: 0.000049, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696144, Class: 0.990108, Obj: 0.163715, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774990, Class: 0.998656, Obj: 0.280359, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.395838, Class: 0.994818, Obj: 0.514685, No Obj: 0.000303, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639340, Class: 0.998050, Obj: 0.003218, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690523, Class: 0.994313, Obj: 0.168353, No Obj: 0.000124, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.481922, Class: 0.988327, Obj: 0.015537, No Obj: 0.000012, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656366, Class: 0.989532, Obj: 0.008438, No Obj: 0.000042, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729981, Class: 0.991173, Obj: 0.140105, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692336, Class: 0.994462, Obj: 0.069287, No Obj: 0.000099, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771764, Class: 0.984423, Obj: 0.077105, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732066, Class: 0.997096, Obj: 0.271146, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597354, Class: 0.998942, Obj: 0.106937, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771934, Class: 0.994548, Obj: 0.030401, No Obj: 0.000047, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2074: 0.377045, 0.415272 avg loss, 0.001000 rate, 3.899626 seconds, 132736 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838378, Class: 0.999240, Obj: 0.201968, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689966, Class: 0.993633, Obj: 0.279449, No Obj: 0.000172, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864177, Class: 0.999090, Obj: 0.073461, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787640, Class: 0.992399, Obj: 0.145002, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576570, Class: 0.984888, Obj: 0.001290, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.853060, Class: 0.999196, Obj: 0.110612, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820606, Class: 0.999414, Obj: 0.370865, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706429, Class: 0.995266, Obj: 0.211852, No Obj: 0.000123, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634718, Class: 0.975456, Obj: 0.008545, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667692, Class: 0.995949, Obj: 0.503270, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.860230, Class: 0.998515, Obj: 0.217019, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849573, Class: 0.997798, Obj: 0.027260, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.512264, Class: 0.988727, Obj: 0.135628, No Obj: 0.000065, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.890560, Class: 0.998359, Obj: 0.680286, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.856693, Class: 0.991006, Obj: 0.437640, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753257, Class: 0.996753, Obj: 0.111883, No Obj: 0.000093, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2075: 0.394421, 0.413187 avg loss, 0.001000 rate, 3.906480 seconds, 132800 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809204, Class: 0.997284, Obj: 0.317901, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.804369, Class: 0.998071, Obj: 0.375764, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791111, Class: 0.994738, Obj: 0.079461, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.678446, Class: 0.994284, Obj: 0.255282, No Obj: 0.000148, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682718, Class: 0.991192, Obj: 0.051634, No Obj: 0.000085, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849823, Class: 0.993763, Obj: 0.184920, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 6 Region 106 Avg IOU: 0.896295, Class: 0.994870, Obj: 0.039712, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785869, Class: 0.998522, Obj: 0.180768, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830153, Class: 0.999726, Obj: 0.354607, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701488, Class: 0.992593, Obj: 0.036526, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756464, Class: 0.995627, Obj: 0.212242, No Obj: 0.000113, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.933459, Class: 0.992935, Obj: 0.881334, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859114, Class: 0.999113, Obj: 0.002221, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2076 iterations) Last accuracy mAP@0.5 = 74.02 % 2076: 0.322203, 0.404088 avg loss, 0.001000 rate, 3.902882 seconds, 132864 images calculation mAP (mean average precision)... detections_count = 1349, unique_truth_count = 323 rank = 0 of ranks = 1349 rank = 100 of ranks = 1349 rank = 200 of ranks = 1349 rank = 300 of ranks = 1349 rank = 400 of ranks = 1349 rank = 500 of ranks = 1349 rank = 600 of ranks = 1349 rank = 700 of ranks = 1349 rank = 800 of ranks = 1349 rank = 900 of ranks = 1349 rank = 1000 of ranks = 1349 rank = 1100 of ranks = 1349 rank = 1200 of ranks = 1349 rank = 1300 of ranks = 1349 class_id = 0, name = lca, ap = 77.89% (TP = 168, FP = 18) for thresh = 0.25, precision = 0.90, recall = 0.52, F1-score = 0.66 for thresh = 0.25, TP = 168, FP = 18, FN = 155, average IoU = 69.09 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.778949, or 77.89 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.778949 Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848504, Class: 0.999929, Obj: 0.466842, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.568146, Class: 0.993458, Obj: 0.062927, No Obj: 0.000075, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870719, Class: 0.997981, Obj: 0.041187, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746825, Class: 0.997687, Obj: 0.466346, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766104, Class: 0.998725, Obj: 0.173447, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.558230, Class: 0.996336, Obj: 0.007066, No Obj: 0.000249, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789842, Class: 0.867304, Obj: 0.189650, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752050, Class: 0.997429, Obj: 0.054416, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832100, Class: 0.998510, Obj: 0.126747, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817098, Class: 0.973760, Obj: 0.000523, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839035, Class: 0.990422, Obj: 0.017348, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703185, Class: 0.990076, Obj: 0.002577, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774077, Class: 0.999679, Obj: 0.126784, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.533718, Class: 0.889257, Obj: 0.001662, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531539, Class: 0.993571, Obj: 0.094778, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2077: 0.355223, 0.399202 avg loss, 0.001000 rate, 3.690996 seconds, 132928 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.770332, Class: 0.999191, Obj: 0.623815, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.761413, Class: 0.999436, Obj: 0.311419, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.931978, Class: 0.999433, Obj: 0.498122, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670281, Class: 0.998666, Obj: 0.043775, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792926, Class: 0.998976, Obj: 0.238403, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775854, Class: 0.957802, Obj: 0.054006, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.739076, Class: 0.996258, Obj: 0.123983, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728340, Class: 0.995582, Obj: 0.240946, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752909, Class: 0.997623, Obj: 0.281000, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838690, Class: 0.997587, Obj: 0.176352, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613754, Class: 0.996731, Obj: 0.255652, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733775, Class: 0.997562, Obj: 0.312777, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764793, Class: 0.998009, Obj: 0.031438, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776219, Class: 0.995671, Obj: 0.001011, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.695959, Class: 0.993824, Obj: 0.484484, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762122, Class: 0.997909, Obj: 0.154307, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2078: 0.288688, 0.388150 avg loss, 0.001000 rate, 3.903244 seconds, 132992 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637023, Class: 0.997605, Obj: 0.021897, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781808, Class: 0.998738, Obj: 0.033038, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652483, Class: 0.998940, Obj: 0.003362, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735338, Class: 0.994579, Obj: 0.053661, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813979, Class: 0.993245, Obj: 0.329473, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.873751, Class: 0.999008, Obj: 0.107658, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.857742, Class: 0.987087, Obj: 0.179708, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.638936, Class: 0.977234, Obj: 0.215239, No Obj: 0.000343, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.774542, Class: 0.996280, Obj: 0.018467, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.751424, Class: 0.954087, Obj: 0.067167, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652615, Class: 0.994271, Obj: 0.085972, No Obj: 0.000082, .5R: 0.900000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692170, Class: 0.992593, Obj: 0.188089, No Obj: 0.000065, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630765, Class: 0.999937, Obj: 0.426040, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775456, Class: 0.996276, Obj: 0.080268, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846995, Class: 0.996165, Obj: 0.463681, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.613498, Class: 0.999045, Obj: 0.028359, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2079: 0.358203, 0.385156 avg loss, 0.001000 rate, 3.910279 seconds, 133056 images Loaded: 0.000029 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860139, Class: 0.995849, Obj: 0.344639, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.761355, Class: 0.998172, Obj: 0.067143, No Obj: 0.000206, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.817148, Class: 0.905522, Obj: 0.065060, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.730705, Class: 0.999565, Obj: 0.394516, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695406, Class: 0.997050, Obj: 0.003845, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679195, Class: 0.999823, Obj: 0.225606, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801423, Class: 0.997992, Obj: 0.246281, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741358, Class: 0.995995, Obj: 0.139590, No Obj: 0.000260, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.831386, Class: 0.997668, Obj: 0.220732, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702521, Class: 0.996441, Obj: 0.126759, No Obj: 0.000078, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943326, Class: 0.991558, Obj: 0.367954, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734397, Class: 0.995948, Obj: 0.113973, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885420, Class: 0.998945, Obj: 0.092316, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854331, Class: 0.996978, Obj: 0.094390, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2080: 0.289992, 0.375639 avg loss, 0.001000 rate, 3.899642 seconds, 133120 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.506210, Class: 0.987132, Obj: 0.273444, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845290, Class: 0.996733, Obj: 0.106375, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850992, Class: 0.988827, Obj: 0.122077, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696383, Class: 0.995108, Obj: 0.120540, No Obj: 0.000027, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672083, Class: 0.997033, Obj: 0.089938, No Obj: 0.000121, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.659832, Class: 0.989073, Obj: 0.119104, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.805689, Class: 0.998802, Obj: 0.176451, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720813, Class: 0.999197, Obj: 0.134557, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593402, Class: 0.997623, Obj: 0.051410, No Obj: 0.000063, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.662231, Class: 0.998245, Obj: 0.327847, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753011, Class: 0.995783, Obj: 0.227732, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790626, Class: 0.995119, Obj: 0.077037, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853544, Class: 0.998616, Obj: 0.090901, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.696958, Class: 0.995670, Obj: 0.034599, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2081: 0.397755, 0.377851 avg loss, 0.001000 rate, 3.905534 seconds, 133184 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.931421, Class: 0.997339, Obj: 0.610694, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.793213, Class: 0.999453, Obj: 0.249394, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725836, Class: 0.994052, Obj: 0.038771, No Obj: 0.000157, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: 0.733576, Class: 0.987087, Obj: 0.009972, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808096, Class: 0.987556, Obj: 0.246508, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.743378, Class: 0.992062, Obj: 0.107861, No Obj: 0.000097, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866612, Class: 0.997860, Obj: 0.066162, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697308, Class: 0.998292, Obj: 0.223526, No Obj: 0.000149, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801849, Class: 0.999368, Obj: 0.867504, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809960, Class: 0.998584, Obj: 0.081120, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827760, Class: 0.999490, Obj: 0.113242, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.659326, Class: 0.997310, Obj: 0.382154, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709410, Class: 0.999931, Obj: 0.488917, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.608730, Class: 0.994536, Obj: 0.061395, No Obj: 0.000066, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677503, Class: 0.999553, Obj: 0.436927, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667802, Class: 0.998048, Obj: 0.257774, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743300, Class: 0.997029, Obj: 0.063058, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2082: 0.436705, 0.383736 avg loss, 0.001000 rate, 3.904398 seconds, 133248 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811187, Class: 0.997866, Obj: 0.564879, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.708917, Class: 0.996081, Obj: 0.058349, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771472, Class: 0.986864, Obj: 0.012746, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.728296, Class: 0.999262, Obj: 0.169281, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.735556, Class: 0.992627, Obj: 0.014679, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624915, Class: 0.994156, Obj: 0.004720, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.603100, Class: 0.998721, Obj: 0.858690, No Obj: 0.000324, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647660, Class: 0.994212, Obj: 0.212428, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710668, Class: 0.991609, Obj: 0.258561, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797316, Class: 0.999575, Obj: 0.664687, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.596485, Class: 0.992978, Obj: 0.003246, No Obj: 0.000073, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.622892, Class: 0.957316, Obj: 0.001083, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728519, Class: 0.994642, Obj: 0.365387, No Obj: 0.000350, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.708520, Class: 0.995798, Obj: 0.215693, No Obj: 0.000194, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751152, Class: 0.981462, Obj: 0.036618, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751718, Class: 0.996839, Obj: 0.050956, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814424, Class: 0.999769, Obj: 0.551894, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741099, Class: 0.998026, Obj: 0.015338, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2083: 0.392355, 0.384598 avg loss, 0.001000 rate, 3.904597 seconds, 133312 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772835, Class: 0.999691, Obj: 0.870850, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688747, Class: 0.996967, Obj: 0.091019, No Obj: 0.000121, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717051, Class: 0.999661, Obj: 0.183334, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769850, Class: 0.997668, Obj: 0.028240, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822691, Class: 0.999924, Obj: 0.382084, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730232, Class: 0.998582, Obj: 0.054672, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887199, Class: 0.994121, Obj: 0.368341, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.843125, Class: 0.998628, Obj: 0.127882, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000374, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760483, Class: 0.997103, Obj: 0.494381, No Obj: 0.000272, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784335, Class: 0.996576, Obj: 0.032923, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.730692, Class: 0.985470, Obj: 0.338271, No Obj: 0.000369, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787765, Class: 0.995070, Obj: 0.687422, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725109, Class: 0.997600, Obj: 0.183165, No Obj: 0.000147, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764364, Class: 0.998279, Obj: 0.437093, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797168, Class: 0.997581, Obj: 0.151720, No Obj: 0.000136, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2084: 0.348812, 0.381020 avg loss, 0.001000 rate, 3.906620 seconds, 133376 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672953, Class: 0.999778, Obj: 0.785761, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756759, Class: 0.998866, Obj: 0.253394, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.789909, Class: 0.981618, Obj: 0.001230, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.748183, Class: 0.995010, Obj: 0.068436, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728701, Class: 0.997154, Obj: 0.041457, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783668, Class: 0.997413, Obj: 0.103468, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734651, Class: 0.997570, Obj: 0.020900, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.545101, Class: 0.791018, Obj: 0.000004, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785462, Class: 0.999318, Obj: 0.337545, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888405, Class: 0.998941, Obj: 0.734996, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732125, Class: 0.995142, Obj: 0.065737, No Obj: 0.000060, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810284, Class: 0.999212, Obj: 0.641820, No Obj: 0.000248, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.757834, Class: 0.998399, Obj: 0.200246, No Obj: 0.000107, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724059, Class: 0.999296, Obj: 0.117608, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2085: 0.282161, 0.371134 avg loss, 0.001000 rate, 3.914743 seconds, 133440 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772727, Class: 0.997813, Obj: 0.432359, No Obj: 0.000264, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778839, Class: 0.997946, Obj: 0.112236, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878258, Class: 0.996798, Obj: 0.433555, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717894, Class: 0.999541, Obj: 0.087254, No Obj: 0.000092, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685448, Class: 0.988267, Obj: 0.020608, No Obj: 0.000107, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783336, Class: 0.998804, Obj: 0.547789, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720026, Class: 0.997847, Obj: 0.056769, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784038, Class: 0.993974, Obj: 0.113874, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727251, Class: 0.991673, Obj: 0.063467, No Obj: 0.000101, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807078, Class: 0.991439, Obj: 0.190142, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765696, Class: 0.998520, Obj: 0.053436, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.543100, Class: 0.983261, Obj: 0.038806, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873620, Class: 0.998591, Obj: 0.325175, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853927, Class: 0.989347, Obj: 0.200643, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.555691, Class: 0.999197, Obj: 0.020707, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2086: 0.417929, 0.375813 avg loss, 0.001000 rate, 3.894652 seconds, 133504 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684868, Class: 0.998035, Obj: 0.108256, No Obj: 0.000101, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857703, Class: 0.999394, Obj: 0.748921, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.607373, Class: 0.993916, Obj: 0.115304, No Obj: 0.000091, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.760374, Class: 0.996419, Obj: 0.061837, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556389, Class: 0.994515, Obj: 0.094294, No Obj: 0.000055, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857394, Class: 0.997863, Obj: 0.373052, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.652312, Class: 0.994583, Obj: 0.137598, No Obj: 0.000081, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762069, Class: 0.998016, Obj: 0.130913, No Obj: 0.000071, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770561, Class: 0.997376, Obj: 0.058485, No Obj: 0.000050, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803982, Class: 0.997456, Obj: 0.144004, No Obj: 0.000253, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.740317, Class: 0.996411, Obj: 0.023236, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.576935, Class: 0.994486, Obj: 0.044661, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801839, Class: 0.999516, Obj: 0.647536, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792328, Class: 0.992505, Obj: 0.045891, No Obj: 0.000050, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2087: 0.524015, 0.390633 avg loss, 0.001000 rate, 3.908756 seconds, 133568 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752714, Class: 0.999603, Obj: 0.003926, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750748, Class: 0.998483, Obj: 0.147906, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680655, Class: 0.997895, Obj: 0.126543, No Obj: 0.000094, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673257, Class: 0.991349, Obj: 0.041909, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764566, Class: 0.995823, Obj: 0.142209, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780441, Class: 0.999598, Obj: 0.462975, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.832009, Class: 0.997587, Obj: 0.175393, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655467, Class: 0.975490, Obj: 0.309331, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716708, Class: 0.998609, Obj: 0.151868, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888909, Class: 0.992969, Obj: 0.355311, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745555, Class: 0.997382, Obj: 0.105627, No Obj: 0.000082, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654699, Class: 0.984434, Obj: 0.000211, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.530265, Class: 0.996780, Obj: 0.089575, No Obj: 0.000080, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771362, Class: 0.999874, Obj: 0.281741, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708083, Class: 0.996180, Obj: 0.043837, No Obj: 0.000084, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2088: 0.492182, 0.400788 avg loss, 0.001000 rate, 3.919116 seconds, 133632 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767091, Class: 0.996360, Obj: 0.163693, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808680, Class: 0.999049, Obj: 0.163799, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793317, Class: 0.999129, Obj: 0.255656, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642388, Class: 0.984773, Obj: 0.019172, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.367787, Class: 0.996281, Obj: 0.025167, No Obj: 0.000056, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.745853, Class: 0.987789, Obj: 0.059464, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730651, Class: 0.997581, Obj: 0.218519, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.535302, Class: 0.993189, Obj: 0.025021, No Obj: 0.000395, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.769041, Class: 0.997986, Obj: 0.013010, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684124, Class: 0.992817, Obj: 0.016270, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739751, Class: 0.995777, Obj: 0.092001, No Obj: 0.000100, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775087, Class: 0.999141, Obj: 0.114660, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2089: 0.345807, 0.395290 avg loss, 0.001000 rate, 3.903192 seconds, 133696 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827445, Class: 0.999847, Obj: 0.808286, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734672, Class: 0.999488, Obj: 0.338925, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932105, Class: 0.999095, Obj: 0.323088, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.858869, Class: 0.998096, Obj: 0.441802, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808132, Class: 0.999517, Obj: 0.549369, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838373, Class: 0.996937, Obj: 0.117970, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706894, Class: 0.995305, Obj: 0.039518, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751740, Class: 0.998666, Obj: 0.401540, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723162, Class: 0.996784, Obj: 0.155323, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699959, Class: 0.981880, Obj: 0.019529, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687286, Class: 0.988540, Obj: 0.213695, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.810997, Class: 0.991891, Obj: 0.154085, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805084, Class: 0.992686, Obj: 0.070556, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741784, Class: 0.997325, Obj: 0.046215, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2090: 0.265261, 0.382287 avg loss, 0.001000 rate, 3.906756 seconds, 133760 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.766477, Class: 0.940278, Obj: 0.274056, No Obj: 0.000454, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724359, Class: 0.993815, Obj: 0.177597, No Obj: 0.000155, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754644, Class: 0.999970, Obj: 0.511278, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838726, Class: 0.998314, Obj: 0.019152, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792004, Class: 0.999452, Obj: 0.288180, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871734, Class: 0.997546, Obj: 0.018401, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732784, Class: 0.996942, Obj: 0.214754, No Obj: 0.000147, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838179, Class: 0.998133, Obj: 0.226409, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774981, Class: 0.999856, Obj: 0.019344, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776895, Class: 0.999350, Obj: 0.319675, No Obj: 0.000156, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742393, Class: 0.979251, Obj: 0.135482, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636670, Class: 0.994666, Obj: 0.096463, No Obj: 0.000139, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.606687, Class: 0.976668, Obj: 0.019374, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.868059, Class: 0.999680, Obj: 0.634059, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802562, Class: 0.997978, Obj: 0.143781, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2091: 0.345237, 0.378582 avg loss, 0.001000 rate, 3.906222 seconds, 133824 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726927, Class: 0.996859, Obj: 0.092842, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699183, Class: 0.999648, Obj: 0.125158, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696533, Class: 0.972822, Obj: 0.241712, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.823872, Class: 0.998303, Obj: 0.281176, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781942, Class: 0.986215, Obj: 0.054728, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659343, Class: 0.998140, Obj: 0.232369, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.701860, Class: 0.978606, Obj: 0.230350, No Obj: 0.000337, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667091, Class: 0.994115, Obj: 0.046610, No Obj: 0.000117, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558458, Class: 0.986439, Obj: 0.001702, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823124, Class: 0.999902, Obj: 0.629380, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.724196, Class: 0.993570, Obj: 0.104336, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610864, Class: 0.989754, Obj: 0.152244, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695744, Class: 0.995832, Obj: 0.163689, No Obj: 0.000130, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.702540, Class: 0.994298, Obj: 0.139020, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809155, Class: 0.993161, Obj: 0.095307, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.712380, Class: 0.993261, Obj: 0.040426, No Obj: 0.000136, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786928, Class: 0.999111, Obj: 0.067034, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2092: 0.450962, 0.385820 avg loss, 0.001000 rate, 3.904114 seconds, 133888 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804444, Class: 0.998538, Obj: 0.129905, No Obj: 0.000264, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.731703, Class: 0.994511, Obj: 0.162633, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734275, Class: 0.985642, Obj: 0.005307, No Obj: 0.000026, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759669, Class: 0.997371, Obj: 0.105603, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755879, Class: 0.998125, Obj: 0.089103, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741609, Class: 0.996321, Obj: 0.097305, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796648, Class: 0.994634, Obj: 0.051969, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.673882, Class: 0.990201, Obj: 0.072013, No Obj: 0.000185, .5R: 0.700000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866578, Class: 0.999879, Obj: 0.867749, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825532, Class: 0.998598, Obj: 0.109633, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641072, Class: 0.999377, Obj: 0.174143, No Obj: 0.000063, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.779171, Class: 0.985953, Obj: 0.002438, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.844622, Class: 0.999947, Obj: 0.759707, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692389, Class: 0.998753, Obj: 0.322915, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861894, Class: 0.998653, Obj: 0.004139, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766478, Class: 0.997833, Obj: 0.162038, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2093: 0.399660, 0.387204 avg loss, 0.001000 rate, 3.907760 seconds, 133952 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723535, Class: 0.992680, Obj: 0.386951, No Obj: 0.000253, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751516, Class: 0.997544, Obj: 0.063928, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792908, Class: 0.991631, Obj: 0.223743, No Obj: 0.000092, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.739613, Class: 0.996880, Obj: 0.045492, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765274, Class: 0.987721, Obj: 0.075964, No Obj: 0.000163, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.698652, Class: 0.990339, Obj: 0.069247, No Obj: 0.000119, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723960, Class: 0.996633, Obj: 0.130607, No Obj: 0.000087, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722114, Class: 0.996295, Obj: 0.017393, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606206, Class: 0.997269, Obj: 0.028552, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.514832, Class: 0.990004, Obj: 0.019022, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870923, Class: 0.993067, Obj: 0.243099, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832798, Class: 0.998662, Obj: 0.147321, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563600, Class: 0.996016, Obj: 0.075118, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.796864, Class: 0.993448, Obj: 0.001952, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.901849, Class: 0.998493, Obj: 0.288504, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755762, Class: 0.998417, Obj: 0.027734, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2094: 0.446527, 0.393137 avg loss, 0.001000 rate, 3.904509 seconds, 134016 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785286, Class: 0.991655, Obj: 0.051733, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872126, Class: 0.996641, Obj: 0.235028, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826285, Class: 0.999130, Obj: 0.018087, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.803047, Class: 0.997239, Obj: 0.094395, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793386, Class: 0.998213, Obj: 0.127747, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802928, Class: 0.995967, Obj: 0.171207, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793413, Class: 0.998172, Obj: 0.154840, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684865, Class: 0.997538, Obj: 0.177895, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777100, Class: 0.998087, Obj: 0.393673, No Obj: 0.000323, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.844868, Class: 0.996831, Obj: 0.107337, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836217, Class: 0.998828, Obj: 0.238449, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850800, Class: 0.998322, Obj: 0.735857, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730436, Class: 0.997461, Obj: 0.041173, No Obj: 0.000084, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2095: 0.225224, 0.376345 avg loss, 0.001000 rate, 3.905257 seconds, 134080 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775976, Class: 0.997858, Obj: 0.218735, No Obj: 0.000176, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: 0.785384, Class: 0.998251, Obj: 0.638687, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815920, Class: 0.997920, Obj: 0.229128, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773719, Class: 0.992386, Obj: 0.098090, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790133, Class: 0.998528, Obj: 0.193002, No Obj: 0.000126, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746291, Class: 0.997230, Obj: 0.072536, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.662467, Class: 0.996076, Obj: 0.072605, No Obj: 0.000055, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.664714, Class: 0.967982, Obj: 0.098376, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790852, Class: 0.996116, Obj: 0.503110, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750088, Class: 0.997817, Obj: 0.235153, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.638420, Class: 0.984483, Obj: 0.227224, No Obj: 0.000426, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784466, Class: 0.988733, Obj: 0.069552, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707525, Class: 0.988925, Obj: 0.446583, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.780913, Class: 0.996110, Obj: 0.108566, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900360, Class: 0.999768, Obj: 0.853019, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770261, Class: 0.998275, Obj: 0.125325, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2096: 0.462871, 0.384998 avg loss, 0.001000 rate, 3.904196 seconds, 134144 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841093, Class: 0.993999, Obj: 0.009554, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702839, Class: 0.989083, Obj: 0.061347, No Obj: 0.000098, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746573, Class: 0.997769, Obj: 0.384949, No Obj: 0.000312, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.668880, Class: 0.995874, Obj: 0.221151, No Obj: 0.000146, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860214, Class: 0.998495, Obj: 0.059241, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.397677, Class: 0.980821, Obj: 0.000164, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820867, Class: 0.999636, Obj: 0.652494, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723128, Class: 0.996287, Obj: 0.148849, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790359, Class: 0.995442, Obj: 0.390392, No Obj: 0.000330, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.767543, Class: 0.992156, Obj: 0.089567, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888240, Class: 0.991416, Obj: 0.208445, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816173, Class: 0.994056, Obj: 0.260601, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834537, Class: 0.994514, Obj: 0.694637, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735464, Class: 0.997318, Obj: 0.114695, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.868242, Class: 0.999424, Obj: 0.909550, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846593, Class: 0.997219, Obj: 0.336284, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2097: 0.397570, 0.386255 avg loss, 0.001000 rate, 3.903813 seconds, 134208 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747373, Class: 0.997627, Obj: 0.131707, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666762, Class: 0.997177, Obj: 0.071741, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809377, Class: 0.999819, Obj: 0.664403, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746087, Class: 0.998962, Obj: 0.251050, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.563123, Class: 0.948235, Obj: 0.018099, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751064, Class: 0.981217, Obj: 0.323789, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.817481, Class: 0.998079, Obj: 0.255267, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.776074, Class: 0.998726, Obj: 0.867319, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.768932, Class: 0.985542, Obj: 0.186220, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693285, Class: 0.982853, Obj: 0.061888, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714519, Class: 0.998833, Obj: 0.164433, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787405, Class: 0.998315, Obj: 0.330853, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767148, Class: 0.995280, Obj: 0.206470, No Obj: 0.000163, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731403, Class: 0.999589, Obj: 0.519793, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2098: 0.236393, 0.371269 avg loss, 0.001000 rate, 3.901789 seconds, 134272 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.664792, Class: 0.988567, Obj: 0.387402, No Obj: 0.000277, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576210, Class: 0.998057, Obj: 0.229015, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793857, Class: 0.994604, Obj: 0.242256, No Obj: 0.000147, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.663622, Class: 0.995997, Obj: 0.242015, No Obj: 0.000310, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.823649, Class: 0.992162, Obj: 0.172913, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.624313, Class: 0.992306, Obj: 0.013281, No Obj: 0.000117, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657628, Class: 0.993410, Obj: 0.066131, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595587, Class: 0.994364, Obj: 0.080772, No Obj: 0.000069, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810519, Class: 0.993339, Obj: 0.110814, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674630, Class: 0.994752, Obj: 0.004325, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729054, Class: 0.996523, Obj: 0.138729, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756838, Class: 0.995310, Obj: 0.111231, No Obj: 0.000170, .5R: 1.000000, .75R: 0.583333, count: 12 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2099: 0.487419, 0.382884 avg loss, 0.001000 rate, 3.908111 seconds, 134336 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763777, Class: 0.995004, Obj: 0.288710, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.838870, Class: 0.997321, Obj: 0.347105, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860455, Class: 0.997934, Obj: 0.645774, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738036, Class: 0.998202, Obj: 0.197037, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653554, Class: 0.998361, Obj: 0.240278, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768944, Class: 0.997068, Obj: 0.389206, No Obj: 0.000138, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740608, Class: 0.996281, Obj: 0.200798, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753399, Class: 0.992094, Obj: 0.046163, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839308, Class: 0.994823, Obj: 0.065663, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.536897, Class: 0.990260, Obj: 0.028955, No Obj: 0.000036, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801087, Class: 0.998531, Obj: 0.373196, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.678748, Class: 0.996678, Obj: 0.400592, No Obj: 0.000128, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2100: 0.293020, 0.373898 avg loss, 0.001000 rate, 3.898652 seconds, 134400 images Loaded: 0.000082 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649123, Class: 0.998620, Obj: 0.154386, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000439, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699785, Class: 0.995542, Obj: 0.594044, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772395, Class: 0.995636, Obj: 0.038654, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771397, Class: 0.993073, Obj: 0.098313, No Obj: 0.000306, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.700297, Class: 0.996056, Obj: 0.186125, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834978, Class: 0.999749, Obj: 0.202744, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727267, Class: 0.996228, Obj: 0.382676, No Obj: 0.000140, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.790709, Class: 0.998536, Obj: 0.676469, No Obj: 0.000341, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682425, Class: 0.994430, Obj: 0.162793, No Obj: 0.000123, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782982, Class: 0.999192, Obj: 0.195116, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659982, Class: 0.993169, Obj: 0.092625, No Obj: 0.000087, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742737, Class: 0.997863, Obj: 0.289419, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693084, Class: 0.999838, Obj: 0.298235, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799856, Class: 0.998377, Obj: 0.364295, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2101: 0.371505, 0.373658 avg loss, 0.001000 rate, 3.681891 seconds, 134464 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.801751, Class: 0.997559, Obj: 0.293401, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724548, Class: 0.994898, Obj: 0.367759, No Obj: 0.000199, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719904, Class: 0.995025, Obj: 0.089921, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.639756, Class: 0.994658, Obj: 0.097213, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688490, Class: 0.994945, Obj: 0.183359, No Obj: 0.000077, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714647, Class: 0.993600, Obj: 0.139841, No Obj: 0.000280, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.765195, Class: 0.995126, Obj: 0.114226, No Obj: 0.000090, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.633007, Class: 0.996548, Obj: 0.420022, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674939, Class: 0.998288, Obj: 0.215200, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868569, Class: 0.999334, Obj: 0.599776, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731389, Class: 0.996635, Obj: 0.092261, No Obj: 0.000123, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751334, Class: 0.999864, Obj: 0.943023, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787308, Class: 0.997129, Obj: 0.448388, No Obj: 0.000204, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817624, Class: 0.992658, Obj: 0.044761, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729664, Class: 0.995902, Obj: 0.188464, No Obj: 0.000202, .5R: 1.000000, .75R: 0.375000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2102: 0.485311, 0.384824 avg loss, 0.001000 rate, 3.905699 seconds, 134528 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753606, Class: 0.998851, Obj: 0.058816, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756617, Class: 0.992586, Obj: 0.122876, No Obj: 0.000054, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791182, Class: 0.993612, Obj: 0.276165, No Obj: 0.000288, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.598888, Class: 0.996372, Obj: 0.134510, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754615, Class: 0.989102, Obj: 0.415674, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711433, Class: 0.995493, Obj: 0.132525, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783043, Class: 0.996037, Obj: 0.211944, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767708, Class: 0.996073, Obj: 0.231075, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.563864, Class: 0.986819, Obj: 0.002776, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653535, Class: 0.994884, Obj: 0.167246, No Obj: 0.000099, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891874, Class: 0.996562, Obj: 0.502286, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839770, Class: 0.998527, Obj: 0.665287, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689841, Class: 0.994684, Obj: 0.093890, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725844, Class: 0.989870, Obj: 0.157966, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2103: 0.361575, 0.382499 avg loss, 0.001000 rate, 3.900879 seconds, 134592 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672636, Class: 0.991141, Obj: 0.069880, No Obj: 0.000056, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909288, Class: 0.998237, Obj: 0.030569, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614247, Class: 0.996167, Obj: 0.080750, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.637245, Class: 0.987534, Obj: 0.046376, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764345, Class: 0.996274, Obj: 0.265598, No Obj: 0.000159, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.738320, Class: 0.997984, Obj: 0.449935, No Obj: 0.000333, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677683, Class: 0.996712, Obj: 0.205025, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776027, Class: 0.997657, Obj: 0.224160, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681165, Class: 0.995794, Obj: 0.120271, No Obj: 0.000099, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847089, Class: 0.993669, Obj: 0.572974, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663258, Class: 0.992884, Obj: 0.063223, No Obj: 0.000092, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761833, Class: 0.997134, Obj: 0.197579, No Obj: 0.000156, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763807, Class: 0.997401, Obj: 0.281206, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.801495, Class: 0.997200, Obj: 0.504311, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2104: 0.401718, 0.384421 avg loss, 0.001000 rate, 3.905439 seconds, 134656 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769744, Class: 0.996701, Obj: 0.154882, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636478, Class: 0.994242, Obj: 0.185001, No Obj: 0.000083, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.865047, Class: 0.997172, Obj: 0.302580, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772241, Class: 0.995799, Obj: 0.093771, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608872, Class: 0.998636, Obj: 0.074211, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723737, Class: 0.993096, Obj: 0.281533, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.762547, Class: 0.871830, Obj: 0.203129, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827718, Class: 0.999227, Obj: 0.480237, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.890712, Class: 0.997620, Obj: 0.186113, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890473, Class: 0.997359, Obj: 0.067595, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788990, Class: 0.996027, Obj: 0.086506, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781251, Class: 0.996091, Obj: 0.414791, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828619, Class: 0.998768, Obj: 0.229307, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2105: 0.241148, 0.370093 avg loss, 0.001000 rate, 3.902886 seconds, 134720 images Loaded: 0.000072 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741062, Class: 0.995124, Obj: 0.279804, No Obj: 0.000136, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707977, Class: 0.997760, Obj: 0.476555, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739646, Class: 0.995726, Obj: 0.181145, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782251, Class: 0.998776, Obj: 0.282857, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671196, Class: 0.998314, Obj: 0.171886, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634748, Class: 0.991688, Obj: 0.021132, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719819, Class: 0.995541, Obj: 0.137685, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721596, Class: 0.995262, Obj: 0.053219, No Obj: 0.000048, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820817, Class: 0.999806, Obj: 0.841590, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537337, Class: 0.996760, Obj: 0.198073, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.772289, Class: 0.995532, Obj: 0.228071, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.749748, Class: 0.996276, Obj: 0.187684, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.908147, Class: 0.999272, Obj: 0.655729, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715446, Class: 0.993582, Obj: 0.014069, No Obj: 0.000035, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2106: 0.353170, 0.368401 avg loss, 0.001000 rate, 3.904749 seconds, 134784 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619630, Class: 0.993765, Obj: 0.036388, No Obj: 0.000053, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780636, Class: 0.999857, Obj: 0.818787, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758793, Class: 0.998995, Obj: 0.146752, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750128, Class: 0.999170, Obj: 0.332294, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.496738, Class: 0.942278, Obj: 0.335769, No Obj: 0.000370, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772945, Class: 0.997249, Obj: 0.193094, No Obj: 0.000136, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800202, Class: 0.999357, Obj: 0.636297, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751855, Class: 0.998024, Obj: 0.198228, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779864, Class: 0.994808, Obj: 0.161044, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727599, Class: 0.997426, Obj: 0.245904, No Obj: 0.000112, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865915, Class: 0.999968, Obj: 0.453974, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.787330, Class: 0.875148, Obj: 0.000745, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.670998, Class: 0.994537, Obj: 0.186813, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.572485, Class: 0.996043, Obj: 0.130191, No Obj: 0.000069, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2107: 0.348449, 0.366406 avg loss, 0.001000 rate, 3.907239 seconds, 134848 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810685, Class: 0.994769, Obj: 0.083805, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.639239, Class: 0.996185, Obj: 0.114702, No Obj: 0.000051, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736564, Class: 0.995773, Obj: 0.330606, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.694045, Class: 0.997811, Obj: 0.413971, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813386, Class: 0.994585, Obj: 0.165264, No Obj: 0.000121, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823046, Class: 0.994942, Obj: 0.389596, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757854, Class: 0.990347, Obj: 0.061415, No Obj: 0.000158, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853935, Class: 0.999011, Obj: 0.322545, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.567769, Class: 0.995995, Obj: 0.084602, No Obj: 0.000102, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852822, Class: 0.995534, Obj: 0.329615, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793649, Class: 0.998397, Obj: 0.045865, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.556121, Class: 0.994749, Obj: 0.163464, No Obj: 0.000155, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745958, Class: 0.990119, Obj: 0.489788, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657553, Class: 0.992284, Obj: 0.040801, No Obj: 0.000089, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2108: 0.583663, 0.388132 avg loss, 0.001000 rate, 3.906722 seconds, 134912 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740293, Class: 0.999100, Obj: 0.464167, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678688, Class: 0.997296, Obj: 0.068289, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815958, Class: 0.997994, Obj: 0.236463, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889947, Class: 0.999700, Obj: 0.648749, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738189, Class: 0.995236, Obj: 0.083150, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794516, Class: 0.999750, Obj: 0.470042, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675391, Class: 0.995881, Obj: 0.056215, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818929, Class: 0.989354, Obj: 0.109315, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757650, Class: 0.998474, Obj: 0.167394, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914423, Class: 0.993626, Obj: 0.181648, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.662649, Class: 0.998250, Obj: 0.086589, No Obj: 0.000120, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777002, Class: 0.995521, Obj: 0.071194, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898996, Class: 0.999482, Obj: 0.037029, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800500, Class: 0.994787, Obj: 0.145229, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2109: 0.302171, 0.379536 avg loss, 0.001000 rate, 3.906201 seconds, 134976 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653820, Class: 0.996805, Obj: 0.280149, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.714863, Class: 0.996191, Obj: 0.032482, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786798, Class: 0.990973, Obj: 0.092327, No Obj: 0.000133, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639125, Class: 0.987636, Obj: 0.005886, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730253, Class: 0.992920, Obj: 0.105230, No Obj: 0.000120, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734949, Class: 0.999470, Obj: 0.071013, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730947, Class: 0.994668, Obj: 0.203447, No Obj: 0.000153, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699635, Class: 0.999719, Obj: 0.026610, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699870, Class: 0.995695, Obj: 0.132473, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772648, Class: 0.999324, Obj: 0.376780, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.611364, Class: 0.996522, Obj: 0.212486, No Obj: 0.000149, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775971, Class: 0.998199, Obj: 0.484990, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629794, Class: 0.994505, Obj: 0.037149, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642674, Class: 0.997233, Obj: 0.243369, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2110: 0.536702, 0.395252 avg loss, 0.001000 rate, 3.906161 seconds, 135040 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765450, Class: 0.993827, Obj: 0.000136, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817471, Class: 0.997174, Obj: 0.314361, No Obj: 0.000079, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758380, Class: 0.994709, Obj: 0.342867, No Obj: 0.000192, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.742697, Class: 0.993128, Obj: 0.076541, No Obj: 0.000143, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636875, Class: 0.997767, Obj: 0.032708, No Obj: 0.000030, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795113, Class: 0.997811, Obj: 0.175817, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851321, Class: 0.998819, Obj: 0.210853, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636350, Class: 0.997087, Obj: 0.243942, No Obj: 0.000042, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724546, Class: 0.990900, Obj: 0.200298, No Obj: 0.000283, .5R: 1.000000, .75R: 0.666667, count: 6 Region 106 Avg IOU: 0.749650, Class: 0.992114, Obj: 0.034027, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872706, Class: 0.997467, Obj: 0.052073, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654129, Class: 0.995899, Obj: 0.059891, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2111: 0.360607, 0.391788 avg loss, 0.001000 rate, 3.902050 seconds, 135104 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.643145, Class: 0.997813, Obj: 0.378847, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775667, Class: 0.994098, Obj: 0.133896, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798714, Class: 0.998431, Obj: 0.213249, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658537, Class: 0.987629, Obj: 0.074674, No Obj: 0.000101, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751039, Class: 0.994820, Obj: 0.379612, No Obj: 0.000202, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.692669, Class: 0.990402, Obj: 0.119203, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874854, Class: 0.999585, Obj: 0.395983, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764002, Class: 0.998403, Obj: 0.201830, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757114, Class: 0.993559, Obj: 0.093704, No Obj: 0.000137, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.818282, Class: 0.992387, Obj: 0.634603, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.744977, Class: 0.995585, Obj: 0.084513, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712075, Class: 0.992667, Obj: 0.069012, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679721, Class: 0.845782, Obj: 0.000021, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730576, Class: 0.992250, Obj: 0.122847, No Obj: 0.000101, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2112: 0.519255, 0.404534 avg loss, 0.001000 rate, 3.922918 seconds, 135168 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790464, Class: 0.995513, Obj: 0.246447, No Obj: 0.000148, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732614, Class: 0.996897, Obj: 0.157098, No Obj: 0.000183, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932457, Class: 0.999633, Obj: 0.415372, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661953, Class: 0.995866, Obj: 0.131938, No Obj: 0.000176, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780313, Class: 0.996311, Obj: 0.245569, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.563409, Class: 0.988292, Obj: 0.005470, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.952125, Class: 0.988906, Obj: 0.008876, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694707, Class: 0.996529, Obj: 0.035775, No Obj: 0.000073, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779948, Class: 0.999345, Obj: 0.636062, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722435, Class: 0.993873, Obj: 0.077361, No Obj: 0.000095, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815338, Class: 0.996305, Obj: 0.300374, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.596556, Class: 0.991723, Obj: 0.015569, No Obj: 0.000064, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677137, Class: 0.996136, Obj: 0.562780, No Obj: 0.000298, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.672795, Class: 0.992444, Obj: 0.039873, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2113: 0.590166, 0.423097 avg loss, 0.001000 rate, 3.904715 seconds, 135232 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.905595, Class: 0.989221, Obj: 0.286038, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824082, Class: 0.992705, Obj: 0.472179, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617165, Class: 0.998322, Obj: 0.109537, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724186, Class: 0.996529, Obj: 0.193429, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.551615, Class: 0.975260, Obj: 0.018991, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.849430, Class: 0.999137, Obj: 0.167450, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684557, Class: 0.993413, Obj: 0.248483, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742603, Class: 0.996311, Obj: 0.136541, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801152, Class: 0.999427, Obj: 0.376274, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844960, Class: 0.995978, Obj: 0.180699, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674737, Class: 0.995317, Obj: 0.280869, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765389, Class: 0.969355, Obj: 0.054326, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2114: 0.279056, 0.408693 avg loss, 0.001000 rate, 3.901864 seconds, 135296 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783562, Class: 0.997874, Obj: 0.299561, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760314, Class: 0.994536, Obj: 0.155473, No Obj: 0.000257, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685821, Class: 0.991458, Obj: 0.039470, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783854, Class: 0.995741, Obj: 0.193568, No Obj: 0.000166, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930834, Class: 0.995353, Obj: 0.066785, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713640, Class: 0.996030, Obj: 0.160482, No Obj: 0.000158, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768194, Class: 0.994118, Obj: 0.082880, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.709533, Class: 0.998807, Obj: 0.195374, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770427, Class: 0.997389, Obj: 0.148860, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747575, Class: 0.978473, Obj: 0.021022, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772570, Class: 0.999558, Obj: 0.256656, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774719, Class: 0.986392, Obj: 0.043187, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.661798, Class: 0.995528, Obj: 0.053857, No Obj: 0.000053, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.597129, Class: 0.991874, Obj: 0.115089, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734538, Class: 0.995660, Obj: 0.075068, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752802, Class: 0.993609, Obj: 0.210761, No Obj: 0.000211, .5R: 0.888889, .75R: 0.555556, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2115: 0.472024, 0.415026 avg loss, 0.001000 rate, 3.906947 seconds, 135360 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709435, Class: 0.993809, Obj: 0.224455, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.657230, Class: 0.997397, Obj: 0.151590, No Obj: 0.000111, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834987, Class: 0.998680, Obj: 0.133449, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.808561, Class: 0.998139, Obj: 0.000548, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798109, Class: 0.990439, Obj: 0.349481, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741536, Class: 0.998079, Obj: 0.205369, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833582, Class: 0.999023, Obj: 0.198676, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766919, Class: 0.998068, Obj: 0.289768, No Obj: 0.000182, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740197, Class: 0.994423, Obj: 0.239251, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743101, Class: 0.998353, Obj: 0.373108, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738533, Class: 0.969547, Obj: 0.039851, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744534, Class: 0.993859, Obj: 0.064059, No Obj: 0.000202, .5R: 1.000000, .75R: 0.666667, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2116: 0.329963, 0.406520 avg loss, 0.001000 rate, 3.906556 seconds, 135424 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946378, Class: 0.999700, Obj: 0.495642, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802457, Class: 0.999200, Obj: 0.234788, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610752, Class: 0.994226, Obj: 0.463535, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.846472, Class: 0.996112, Obj: 0.011323, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685442, Class: 0.997078, Obj: 0.216548, No Obj: 0.000136, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795300, Class: 0.993020, Obj: 0.180149, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749409, Class: 0.998461, Obj: 0.169512, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723013, Class: 0.994691, Obj: 0.078420, No Obj: 0.000166, .5R: 1.000000, .75R: 0.384615, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838540, Class: 0.990229, Obj: 0.077186, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752479, Class: 0.993718, Obj: 0.104000, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.631839, Class: 0.995152, Obj: 0.038174, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.791826, Class: 0.998822, Obj: 0.418032, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726759, Class: 0.990321, Obj: 0.012705, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809421, Class: 0.999518, Obj: 0.489485, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731702, Class: 0.999247, Obj: 0.429614, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2117: 0.438621, 0.409730 avg loss, 0.001000 rate, 3.920388 seconds, 135488 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773363, Class: 0.999457, Obj: 0.321399, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703513, Class: 0.995839, Obj: 0.108562, No Obj: 0.000118, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762561, Class: 0.957411, Obj: 0.109166, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.871819, Class: 0.994716, Obj: 0.023529, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.747012, Class: 0.969994, Obj: 0.157373, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805168, Class: 0.999580, Obj: 0.279309, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738855, Class: 0.997299, Obj: 0.103439, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880121, Class: 0.982897, Obj: 0.012918, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788991, Class: 0.997643, Obj: 0.254926, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812021, Class: 0.982170, Obj: 0.503745, No Obj: 0.000454, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.726425, Class: 0.997522, Obj: 0.072568, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764608, Class: 0.991997, Obj: 0.307825, No Obj: 0.000223, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.782552, Class: 0.996381, Obj: 0.069361, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710771, Class: 0.994319, Obj: 0.462815, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.795084, Class: 0.999419, Obj: 0.204236, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807846, Class: 0.995813, Obj: 0.106965, No Obj: 0.000089, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2118: 0.443640, 0.413121 avg loss, 0.001000 rate, 3.910522 seconds, 135552 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758106, Class: 0.910061, Obj: 0.351234, No Obj: 0.000210, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651723, Class: 0.993618, Obj: 0.072522, No Obj: 0.000099, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.678784, Class: 0.988780, Obj: 0.005092, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.836744, Class: 0.999557, Obj: 0.756314, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709355, Class: 0.997931, Obj: 0.068576, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827165, Class: 0.999566, Obj: 0.436432, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691380, Class: 0.996528, Obj: 0.083235, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759251, Class: 0.998445, Obj: 0.084965, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.766758, Class: 0.996017, Obj: 0.297793, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814706, Class: 0.999847, Obj: 0.802134, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698897, Class: 0.996347, Obj: 0.275678, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.553590, Class: 0.863567, Obj: 0.000057, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801528, Class: 0.992957, Obj: 0.088814, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775984, Class: 0.997456, Obj: 0.218924, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.881863, Class: 0.997276, Obj: 0.024676, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.841262, Class: 0.994683, Obj: 0.374648, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.617048, Class: 0.996530, Obj: 0.061928, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928730, Class: 0.987136, Obj: 0.003418, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775333, Class: 0.998515, Obj: 0.128979, No Obj: 0.000074, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2119: 0.346179, 0.406427 avg loss, 0.001000 rate, 3.919331 seconds, 135616 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764737, Class: 0.998113, Obj: 0.021434, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827637, Class: 0.999963, Obj: 0.169773, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799086, Class: 0.988805, Obj: 0.227746, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785526, Class: 0.961956, Obj: 0.448836, No Obj: 0.000217, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.767540, Class: 0.993964, Obj: 0.167635, No Obj: 0.000134, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771667, Class: 0.867579, Obj: 0.042036, No Obj: 0.000210, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.840749, Class: 0.998965, Obj: 0.188772, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680718, Class: 0.999799, Obj: 0.787075, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786210, Class: 0.997161, Obj: 0.051523, No Obj: 0.000132, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748178, Class: 0.998626, Obj: 0.229674, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708948, Class: 0.998607, Obj: 0.223993, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703549, Class: 0.971202, Obj: 0.043157, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.704044, Class: 0.996893, Obj: 0.094186, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858814, Class: 0.993192, Obj: 0.403575, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750617, Class: 0.997251, Obj: 0.134884, No Obj: 0.000114, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2120: 0.391508, 0.404935 avg loss, 0.001000 rate, 3.912454 seconds, 135680 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752589, Class: 0.997689, Obj: 0.269155, No Obj: 0.000079, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.754736, Class: 0.997533, Obj: 0.143291, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.696945, Class: 0.989959, Obj: 0.268945, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.781424, Class: 0.997564, Obj: 0.025158, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931269, Class: 0.994990, Obj: 0.652544, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850300, Class: 0.997848, Obj: 0.199814, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.650139, Class: 0.996438, Obj: 0.424838, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.684632, Class: 0.995737, Obj: 0.353455, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731868, Class: 0.997506, Obj: 0.105721, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.700424, Class: 0.995091, Obj: 0.030808, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.540696, Class: 0.997786, Obj: 0.431576, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789533, Class: 0.991897, Obj: 0.091264, No Obj: 0.000124, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734572, Class: 0.998214, Obj: 0.004980, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748311, Class: 0.998402, Obj: 0.014462, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566945, Class: 0.995824, Obj: 0.031536, No Obj: 0.000092, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2121: 0.424784, 0.406920 avg loss, 0.001000 rate, 3.921287 seconds, 135744 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843473, Class: 0.998816, Obj: 0.496406, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792627, Class: 0.994560, Obj: 0.055969, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931308, Class: 0.998443, Obj: 0.675447, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.540702, Class: 0.993846, Obj: 0.074149, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786007, Class: 0.992903, Obj: 0.352958, No Obj: 0.000395, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.757275, Class: 0.995647, Obj: 0.076312, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832424, Class: 0.996890, Obj: 0.247478, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851449, Class: 0.998627, Obj: 0.222082, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.534333, Class: 0.994348, Obj: 0.159336, No Obj: 0.000177, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.780334, Class: 0.986756, Obj: 0.015502, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684410, Class: 0.997889, Obj: 0.134446, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644818, Class: 0.996257, Obj: 0.046055, No Obj: 0.000063, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.707698, Class: 0.998792, Obj: 0.211408, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659307, Class: 0.997731, Obj: 0.469877, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811249, Class: 0.995568, Obj: 0.194472, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715690, Class: 0.990779, Obj: 0.036432, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2122: 0.391429, 0.405371 avg loss, 0.001000 rate, 3.918814 seconds, 135808 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767168, Class: 0.999119, Obj: 0.213655, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723126, Class: 0.986584, Obj: 0.349192, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.799138, Class: 0.995203, Obj: 0.004422, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710312, Class: 0.996295, Obj: 0.131586, No Obj: 0.000113, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774179, Class: 0.997171, Obj: 0.211784, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.651039, Class: 0.946654, Obj: 0.000385, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799750, Class: 0.994386, Obj: 0.078936, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862264, Class: 0.996810, Obj: 0.448345, No Obj: 0.000507, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.841900, Class: 0.996844, Obj: 0.088725, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636063, Class: 0.992508, Obj: 0.021400, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821541, Class: 0.997671, Obj: 0.087271, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744535, Class: 0.992878, Obj: 0.289218, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616148, Class: 0.994221, Obj: 0.187462, No Obj: 0.000129, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2123: 0.453905, 0.410224 avg loss, 0.001000 rate, 3.909737 seconds, 135872 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768442, Class: 0.982135, Obj: 0.041268, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660217, Class: 0.996408, Obj: 0.063802, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.851069, Class: 0.982055, Obj: 0.026665, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.429490, Class: 0.966933, Obj: 0.000068, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755466, Class: 0.999823, Obj: 0.442090, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724833, Class: 0.996503, Obj: 0.151764, No Obj: 0.000143, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780831, Class: 0.988547, Obj: 0.018879, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773193, Class: 0.996562, Obj: 0.160522, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732753, Class: 0.997450, Obj: 0.094729, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850556, Class: 0.999810, Obj: 0.538528, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.443573, Class: 0.997030, Obj: 0.016439, No Obj: 0.000065, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.803693, Class: 0.992706, Obj: 0.614633, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737585, Class: 0.997111, Obj: 0.241372, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739820, Class: 0.999740, Obj: 0.593030, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735977, Class: 0.997919, Obj: 0.158354, No Obj: 0.000112, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2124: 0.386717, 0.407874 avg loss, 0.001000 rate, 3.906985 seconds, 135936 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.852041, Class: 0.996788, Obj: 0.745279, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756012, Class: 0.997794, Obj: 0.175584, No Obj: 0.000148, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849297, Class: 0.999780, Obj: 0.146876, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761887, Class: 0.997419, Obj: 0.346675, No Obj: 0.000126, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882141, Class: 0.996482, Obj: 0.008201, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720054, Class: 0.994687, Obj: 0.026876, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669682, Class: 0.999652, Obj: 0.381366, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775479, Class: 0.996083, Obj: 0.094201, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535565, Class: 0.997679, Obj: 0.403335, No Obj: 0.000173, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.780993, Class: 0.997533, Obj: 0.189376, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673854, Class: 0.982239, Obj: 0.480229, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.810747, Class: 0.997972, Obj: 0.082430, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587838, Class: 0.995918, Obj: 0.074827, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777563, Class: 0.996301, Obj: 0.147059, No Obj: 0.000146, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2125: 0.400992, 0.407185 avg loss, 0.001000 rate, 3.913664 seconds, 136000 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770560, Class: 0.987819, Obj: 0.106667, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611085, Class: 0.992914, Obj: 0.048533, No Obj: 0.000152, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774434, Class: 0.998714, Obj: 0.363762, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.745865, Class: 0.991045, Obj: 0.079807, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637902, Class: 0.995405, Obj: 0.154064, No Obj: 0.000121, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746858, Class: 0.984520, Obj: 0.005421, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727139, Class: 0.996861, Obj: 0.092657, No Obj: 0.000176, .5R: 0.923077, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776418, Class: 0.996049, Obj: 0.157649, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722753, Class: 0.997775, Obj: 0.171641, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666764, Class: 0.996741, Obj: 0.240494, No Obj: 0.000120, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706870, Class: 0.995010, Obj: 0.312811, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.643648, Class: 0.994252, Obj: 0.144455, No Obj: 0.000124, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650446, Class: 0.997799, Obj: 0.102166, No Obj: 0.000118, .5R: 0.875000, .75R: 0.125000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2126: 0.743843, 0.440851 avg loss, 0.001000 rate, 3.904856 seconds, 136064 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.762209, Class: 0.975820, Obj: 0.041447, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.774360, Class: 0.990267, Obj: 0.037462, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794357, Class: 0.998302, Obj: 0.336233, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801888, Class: 0.986699, Obj: 0.071061, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690073, Class: 0.995080, Obj: 0.130159, No Obj: 0.000118, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764846, Class: 0.998217, Obj: 0.195582, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695071, Class: 0.993810, Obj: 0.081296, No Obj: 0.000056, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.767274, Class: 0.991457, Obj: 0.488795, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.596906, Class: 0.999233, Obj: 0.428490, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740706, Class: 0.994636, Obj: 0.110660, No Obj: 0.000106, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863733, Class: 0.996430, Obj: 0.110069, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806773, Class: 0.996540, Obj: 0.039524, No Obj: 0.000134, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668982, Class: 0.998604, Obj: 0.378438, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746265, Class: 0.995469, Obj: 0.303596, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788004, Class: 0.998870, Obj: 0.063495, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2127: 0.327560, 0.429522 avg loss, 0.001000 rate, 3.906766 seconds, 136128 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642910, Class: 0.996764, Obj: 0.122883, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796902, Class: 0.997626, Obj: 0.113029, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.636412, Class: 0.996300, Obj: 0.185100, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740793, Class: 0.995920, Obj: 0.278359, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640562, Class: 0.992248, Obj: 0.011688, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698285, Class: 0.997404, Obj: 0.239382, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942613, Class: 0.993799, Obj: 0.256059, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706806, Class: 0.992196, Obj: 0.153767, No Obj: 0.000131, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.641427, Class: 0.954623, Obj: 0.308595, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.829644, Class: 0.987359, Obj: 0.061320, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761286, Class: 0.994080, Obj: 0.068731, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681384, Class: 0.999097, Obj: 0.210236, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.825616, Class: 0.995217, Obj: 0.240835, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703336, Class: 0.991182, Obj: 0.001168, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723374, Class: 0.997785, Obj: 0.185121, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2128: 0.335362, 0.420106 avg loss, 0.001000 rate, 3.915988 seconds, 136192 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795020, Class: 0.998749, Obj: 0.163913, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798922, Class: 0.997529, Obj: 0.377982, No Obj: 0.000158, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773616, Class: 0.986081, Obj: 0.528207, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616404, Class: 0.998266, Obj: 0.169579, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736292, Class: 0.995259, Obj: 0.110439, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.688168, Class: 0.975284, Obj: 0.227976, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.750833, Class: 0.998514, Obj: 0.175650, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728138, Class: 0.997231, Obj: 0.117880, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.613112, Class: 0.999264, Obj: 0.878681, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.653160, Class: 0.996500, Obj: 0.289474, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723797, Class: 0.997445, Obj: 0.263024, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819961, Class: 0.991347, Obj: 0.346286, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.660725, Class: 0.995727, Obj: 0.113554, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722959, Class: 0.997373, Obj: 0.178912, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.910703, Class: 0.981627, Obj: 0.000539, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.884036, Class: 0.986285, Obj: 0.012892, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820520, Class: 0.995754, Obj: 0.033562, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2129: 0.350578, 0.413153 avg loss, 0.001000 rate, 3.912588 seconds, 136256 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665999, Class: 0.987915, Obj: 0.095400, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.908888, Class: 0.999017, Obj: 0.110242, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776544, Class: 0.997099, Obj: 0.683284, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787794, Class: 0.998159, Obj: 0.656569, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836776, Class: 0.996988, Obj: 0.221768, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.901574, Class: 0.993621, Obj: 0.270736, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715221, Class: 0.995024, Obj: 0.300136, No Obj: 0.000137, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.841569, Class: 0.997467, Obj: 0.517422, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750925, Class: 0.992832, Obj: 0.026220, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820517, Class: 0.996148, Obj: 0.351382, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748593, Class: 0.998809, Obj: 0.757403, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737296, Class: 0.995695, Obj: 0.149997, No Obj: 0.000135, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733513, Class: 0.998661, Obj: 0.004653, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731125, Class: 0.992271, Obj: 0.082472, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723295, Class: 0.998857, Obj: 0.032821, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2130: 0.234999, 0.395338 avg loss, 0.001000 rate, 3.903497 seconds, 136320 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773686, Class: 0.996596, Obj: 0.113001, No Obj: 0.000088, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.818962, Class: 0.990082, Obj: 0.366590, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818889, Class: 0.986405, Obj: 0.020350, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678012, Class: 0.987014, Obj: 0.546479, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767861, Class: 0.996018, Obj: 0.262684, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666910, Class: 0.996487, Obj: 0.099593, No Obj: 0.000127, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688652, Class: 0.997446, Obj: 0.051698, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719363, Class: 0.995239, Obj: 0.308667, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722073, Class: 0.994916, Obj: 0.277104, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.750470, Class: 0.997629, Obj: 0.284325, No Obj: 0.000383, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478947, Class: 0.983940, Obj: 0.003197, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870800, Class: 0.984693, Obj: 0.303952, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.724844, Class: 0.994689, Obj: 0.127220, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2131: 0.310413, 0.386845 avg loss, 0.001000 rate, 3.914228 seconds, 136384 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706006, Class: 0.992756, Obj: 0.298740, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.760736, Class: 0.957594, Obj: 0.002359, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.651154, Class: 0.991168, Obj: 0.000467, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771135, Class: 0.992771, Obj: 0.064303, No Obj: 0.000037, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690147, Class: 0.998224, Obj: 0.385074, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.610096, Class: 0.996477, Obj: 0.319752, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.722051, Class: 0.995975, Obj: 0.147461, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.755608, Class: 0.995430, Obj: 0.438110, No Obj: 0.000422, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.794975, Class: 0.996033, Obj: 0.038548, No Obj: 0.000061, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562978, Class: 0.994865, Obj: 0.062296, No Obj: 0.000125, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676860, Class: 0.993925, Obj: 0.074912, No Obj: 0.000068, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564270, Class: 0.997667, Obj: 0.004341, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801992, Class: 0.994852, Obj: 0.037104, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752069, Class: 0.995829, Obj: 0.121628, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2132: 0.489697, 0.397130 avg loss, 0.001000 rate, 3.915783 seconds, 136448 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885858, Class: 0.994783, Obj: 0.208921, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748484, Class: 0.997608, Obj: 0.056371, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695585, Class: 0.992224, Obj: 0.120270, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710779, Class: 0.983662, Obj: 0.209595, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779875, Class: 0.993886, Obj: 0.119793, No Obj: 0.000035, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656089, Class: 0.992799, Obj: 0.172265, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635832, Class: 0.996180, Obj: 0.022362, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781801, Class: 0.996998, Obj: 0.096725, No Obj: 0.000053, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798097, Class: 0.999251, Obj: 0.501998, No Obj: 0.000286, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.853986, Class: 0.991396, Obj: 0.044772, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.625171, Class: 0.996127, Obj: 0.273501, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.669085, Class: 0.992787, Obj: 0.323261, No Obj: 0.000319, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.820125, Class: 0.997263, Obj: 0.101421, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581355, Class: 0.977575, Obj: 0.319792, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.610475, Class: 0.997570, Obj: 0.036040, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2133: 0.395652, 0.396983 avg loss, 0.001000 rate, 3.925175 seconds, 136512 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753004, Class: 0.997378, Obj: 0.025141, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.691132, Class: 0.988546, Obj: 0.025070, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786468, Class: 0.990761, Obj: 0.164135, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717328, Class: 0.996900, Obj: 0.084638, No Obj: 0.000069, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.636878, Class: 0.991403, Obj: 0.586018, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.673817, Class: 0.985008, Obj: 0.015721, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727879, Class: 0.980061, Obj: 0.000029, No Obj: 0.000006, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713007, Class: 0.995193, Obj: 0.193960, No Obj: 0.000140, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.733839, Class: 0.988430, Obj: 0.031660, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677861, Class: 0.993734, Obj: 0.057209, No Obj: 0.000039, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767631, Class: 0.995143, Obj: 0.491056, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812529, Class: 0.997010, Obj: 0.306755, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710751, Class: 0.993251, Obj: 0.074861, No Obj: 0.000040, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797400, Class: 0.990643, Obj: 0.024963, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.776974, Class: 0.997526, Obj: 0.294320, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2134: 0.384827, 0.395767 avg loss, 0.001000 rate, 3.917620 seconds, 136576 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.775139, Class: 0.884465, Obj: 0.000312, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.742735, Class: 0.991978, Obj: 0.085206, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.625701, Class: 0.983553, Obj: 0.038375, No Obj: 0.000025, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787301, Class: 0.999439, Obj: 0.683586, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.595842, Class: 0.994580, Obj: 0.083935, No Obj: 0.000085, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862737, Class: 0.994041, Obj: 0.002716, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716107, Class: 0.984032, Obj: 0.033272, No Obj: 0.000030, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.688096, Class: 0.994744, Obj: 0.056576, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725175, Class: 0.996623, Obj: 0.030911, No Obj: 0.000051, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.708447, Class: 0.998719, Obj: 0.481114, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.847854, Class: 0.987489, Obj: 0.330052, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799421, Class: 0.997155, Obj: 0.143939, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.759860, Class: 0.997750, Obj: 0.154919, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654976, Class: 0.997706, Obj: 0.046716, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648581, Class: 0.971016, Obj: 0.000529, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729317, Class: 0.995544, Obj: 0.236208, No Obj: 0.000092, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671844, Class: 0.993590, Obj: 0.188013, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685232, Class: 0.995885, Obj: 0.048432, No Obj: 0.000073, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2135: 0.470268, 0.403217 avg loss, 0.001000 rate, 3.913941 seconds, 136640 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765520, Class: 0.994562, Obj: 0.032318, No Obj: 0.000099, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698045, Class: 0.999080, Obj: 0.244087, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605701, Class: 0.993608, Obj: 0.116251, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.893208, Class: 0.995664, Obj: 0.124674, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.773977, Class: 0.999778, Obj: 0.671494, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663829, Class: 0.998003, Obj: 0.009672, No Obj: 0.000100, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681433, Class: 0.989147, Obj: 0.265494, No Obj: 0.000258, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.632140, Class: 0.995742, Obj: 0.133137, No Obj: 0.000063, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826789, Class: 0.988429, Obj: 0.262654, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639720, Class: 0.996735, Obj: 0.085816, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.657465, Class: 0.893111, Obj: 0.001713, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820595, Class: 0.995249, Obj: 0.274735, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.778323, Class: 0.994788, Obj: 0.088697, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828094, Class: 0.991657, Obj: 0.049331, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798216, Class: 0.998907, Obj: 0.551668, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691894, Class: 0.999480, Obj: 0.090300, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2136: 0.362338, 0.399129 avg loss, 0.001000 rate, 3.922279 seconds, 136704 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468714, Class: 0.990023, Obj: 0.179783, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565809, Class: 0.998550, Obj: 0.464589, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693747, Class: 0.992498, Obj: 0.099896, No Obj: 0.000095, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852626, Class: 0.997658, Obj: 0.325876, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735777, Class: 0.995447, Obj: 0.032014, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.792325, Class: 0.998695, Obj: 0.200998, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810437, Class: 0.983856, Obj: 0.012261, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713766, Class: 0.998068, Obj: 0.164811, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747247, Class: 0.983679, Obj: 0.000679, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663201, Class: 0.995790, Obj: 0.051628, No Obj: 0.000074, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769107, Class: 0.998074, Obj: 0.208705, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721849, Class: 0.999146, Obj: 0.737089, No Obj: 0.000352, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.692456, Class: 0.993464, Obj: 0.371388, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2137: 0.264727, 0.385689 avg loss, 0.001000 rate, 3.910796 seconds, 136768 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836166, Class: 0.998062, Obj: 0.252009, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709467, Class: 0.996081, Obj: 0.176433, No Obj: 0.000160, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807932, Class: 0.999522, Obj: 0.568292, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827393, Class: 0.998681, Obj: 0.226477, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842883, Class: 0.997382, Obj: 0.176456, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.975057, Class: 0.995274, Obj: 0.191444, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788848, Class: 0.996507, Obj: 0.236197, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646501, Class: 0.998966, Obj: 0.940023, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753956, Class: 0.994312, Obj: 0.046977, No Obj: 0.000063, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.730354, Class: 0.990885, Obj: 0.287059, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757679, Class: 0.996980, Obj: 0.179632, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000281, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689895, Class: 0.996369, Obj: 0.179309, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.800073, Class: 0.991662, Obj: 0.257754, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738552, Class: 0.999216, Obj: 0.150006, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832013, Class: 0.998040, Obj: 0.337535, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2138: 0.342454, 0.381365 avg loss, 0.001000 rate, 3.908672 seconds, 136832 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795116, Class: 0.999406, Obj: 0.455193, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781686, Class: 0.999125, Obj: 0.237642, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.893903, Class: 0.987429, Obj: 0.174087, No Obj: 0.000530, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.806009, Class: 0.996201, Obj: 0.292616, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.740608, Class: 0.995019, Obj: 0.200468, No Obj: 0.000221, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758132, Class: 0.994887, Obj: 0.163559, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644098, Class: 0.998680, Obj: 0.054615, No Obj: 0.000121, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821859, Class: 0.991709, Obj: 0.063270, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742910, Class: 0.995470, Obj: 0.183823, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.682810, Class: 0.997845, Obj: 0.171292, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640010, Class: 0.995108, Obj: 0.202053, No Obj: 0.000238, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696661, Class: 0.998575, Obj: 0.345197, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.619036, Class: 0.997181, Obj: 0.094005, No Obj: 0.000146, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672326, Class: 0.996516, Obj: 0.003521, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749180, Class: 0.998380, Obj: 0.210561, No Obj: 0.000196, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758098, Class: 0.995797, Obj: 0.122321, No Obj: 0.000232, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.739405, Class: 0.996954, Obj: 0.070967, No Obj: 0.000184, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2139: 0.609488, 0.404178 avg loss, 0.001000 rate, 3.901920 seconds, 136896 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.818165, Class: 0.990914, Obj: 0.400265, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731233, Class: 0.996041, Obj: 0.424995, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.840104, Class: 0.998457, Obj: 0.060913, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698221, Class: 0.997207, Obj: 0.112095, No Obj: 0.000118, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.852816, Class: 0.987433, Obj: 0.940937, No Obj: 0.000505, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766708, Class: 0.997906, Obj: 0.165344, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719682, Class: 0.997943, Obj: 0.291993, No Obj: 0.000121, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827639, Class: 0.998807, Obj: 0.239131, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.781860, Class: 0.999244, Obj: 0.038645, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752205, Class: 0.996635, Obj: 0.125706, No Obj: 0.000118, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748976, Class: 0.994341, Obj: 0.206795, No Obj: 0.000125, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823501, Class: 0.994434, Obj: 0.121448, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.566151, Class: 0.983159, Obj: 0.013068, No Obj: 0.000050, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2140: 0.406080, 0.404368 avg loss, 0.001000 rate, 3.910019 seconds, 136960 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739863, Class: 0.995959, Obj: 0.126991, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706818, Class: 0.997040, Obj: 0.074503, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732739, Class: 0.995963, Obj: 0.385242, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768111, Class: 0.997619, Obj: 0.135370, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798315, Class: 0.997443, Obj: 0.403832, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669542, Class: 0.997673, Obj: 0.123869, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798786, Class: 0.996191, Obj: 0.084868, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746547, Class: 0.998972, Obj: 0.101346, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714147, Class: 0.996944, Obj: 0.205522, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800884, Class: 0.996710, Obj: 0.082775, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750921, Class: 0.993237, Obj: 0.133301, No Obj: 0.000130, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2141: 0.342450, 0.398176 avg loss, 0.001000 rate, 3.913890 seconds, 137024 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855753, Class: 0.996831, Obj: 0.157712, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671366, Class: 0.994747, Obj: 0.004310, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823436, Class: 0.997932, Obj: 0.110516, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.849369, Class: 0.994503, Obj: 0.043291, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.906973, Class: 0.996697, Obj: 0.046718, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682058, Class: 0.996648, Obj: 0.145338, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.771971, Class: 0.996450, Obj: 0.016587, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.638558, Class: 0.999470, Obj: 0.071582, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.878326, Class: 0.997627, Obj: 0.154698, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756355, Class: 0.996690, Obj: 0.244339, No Obj: 0.000224, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.721744, Class: 0.994878, Obj: 0.109159, No Obj: 0.000068, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.409038, Class: 0.982064, Obj: 0.000465, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626788, Class: 0.995319, Obj: 0.117856, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.534920, Class: 0.990031, Obj: 0.051015, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670227, Class: 0.998289, Obj: 0.167038, No Obj: 0.000118, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2142: 0.361149, 0.394473 avg loss, 0.001000 rate, 3.910308 seconds, 137088 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712134, Class: 0.997890, Obj: 0.170544, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.930680, Class: 0.994088, Obj: 0.223833, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775331, Class: 0.953723, Obj: 0.077071, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738168, Class: 0.994783, Obj: 0.087757, No Obj: 0.000088, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.757498, Class: 0.985201, Obj: 0.148990, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.871444, Class: 0.999008, Obj: 0.154528, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557623, Class: 0.996997, Obj: 0.027558, No Obj: 0.000042, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870770, Class: 0.998351, Obj: 0.126050, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.661023, Class: 0.996288, Obj: 0.169257, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797464, Class: 0.997767, Obj: 0.174796, No Obj: 0.000082, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907594, Class: 0.999738, Obj: 0.856215, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612575, Class: 0.995565, Obj: 0.025663, No Obj: 0.000041, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825575, Class: 0.999893, Obj: 0.185464, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665993, Class: 0.984556, Obj: 0.011854, No Obj: 0.000053, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810574, Class: 0.984320, Obj: 0.201623, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794796, Class: 0.995601, Obj: 0.039002, No Obj: 0.000046, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2143: 0.455512, 0.400577 avg loss, 0.001000 rate, 3.922402 seconds, 137152 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749252, Class: 0.992999, Obj: 0.091565, No Obj: 0.000040, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.693468, Class: 0.998701, Obj: 0.462038, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.708330, Class: 0.997405, Obj: 0.734836, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794105, Class: 0.987102, Obj: 0.079484, No Obj: 0.000075, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564954, Class: 0.970883, Obj: 0.000758, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749409, Class: 0.996443, Obj: 0.051715, No Obj: 0.000071, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796303, Class: 0.994339, Obj: 0.026994, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761467, Class: 0.997396, Obj: 0.153132, No Obj: 0.000119, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622025, Class: 0.996391, Obj: 0.130641, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.967852, Class: 0.999785, Obj: 0.940362, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.553094, Class: 0.996421, Obj: 0.072313, No Obj: 0.000054, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.463641, Class: 0.910916, Obj: 0.000065, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.819492, Class: 0.994764, Obj: 0.083211, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834352, Class: 0.995506, Obj: 0.233050, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672613, Class: 0.978648, Obj: 0.021082, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2144: 0.486688, 0.409188 avg loss, 0.001000 rate, 3.920804 seconds, 137216 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759013, Class: 0.995772, Obj: 0.141885, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.758593, Class: 0.995955, Obj: 0.076649, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715829, Class: 0.997780, Obj: 0.081448, No Obj: 0.000081, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690250, Class: 0.996724, Obj: 0.563402, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.796819, Class: 0.998681, Obj: 0.097449, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.685476, Class: 0.992677, Obj: 0.162524, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736890, Class: 0.997694, Obj: 0.151851, No Obj: 0.000123, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710656, Class: 0.995078, Obj: 0.055166, No Obj: 0.000069, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794690, Class: 0.994350, Obj: 0.414274, No Obj: 0.000255, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.801832, Class: 0.997666, Obj: 0.155514, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904466, Class: 0.999979, Obj: 0.694822, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701559, Class: 0.997659, Obj: 0.025661, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670478, Class: 0.999647, Obj: 0.561286, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796863, Class: 0.998225, Obj: 0.339954, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2145: 0.444688, 0.412738 avg loss, 0.001000 rate, 3.930028 seconds, 137280 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.603166, Class: 0.996304, Obj: 0.015244, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.768029, Class: 0.998428, Obj: 0.062488, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859990, Class: 0.999383, Obj: 0.491366, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869759, Class: 0.998397, Obj: 0.229046, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678787, Class: 0.998250, Obj: 0.331841, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728043, Class: 0.963895, Obj: 0.261595, No Obj: 0.000108, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525530, Class: 0.998405, Obj: 0.264493, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700397, Class: 0.995991, Obj: 0.163782, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754585, Class: 0.996604, Obj: 0.276852, No Obj: 0.000257, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.784016, Class: 0.996874, Obj: 0.093394, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.776273, Class: 0.996745, Obj: 0.577779, No Obj: 0.000566, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.690116, Class: 0.987229, Obj: 0.003088, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731246, Class: 0.997774, Obj: 0.219489, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747594, Class: 0.997618, Obj: 0.205939, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2146: 0.308731, 0.402337 avg loss, 0.001000 rate, 3.909151 seconds, 137344 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644313, Class: 0.997617, Obj: 0.086553, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.745939, Class: 0.995637, Obj: 0.278443, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731978, Class: 0.997380, Obj: 0.232881, No Obj: 0.000128, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841703, Class: 0.993237, Obj: 0.126689, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.655600, Class: 0.996883, Obj: 0.234157, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624353, Class: 0.990506, Obj: 0.026212, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710849, Class: 0.995139, Obj: 0.210263, No Obj: 0.000212, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669784, Class: 0.997215, Obj: 0.175030, No Obj: 0.000144, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815776, Class: 0.999398, Obj: 0.304278, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794795, Class: 0.995640, Obj: 0.248097, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673503, Class: 0.997231, Obj: 0.129280, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.808275, Class: 0.997455, Obj: 0.323857, No Obj: 0.000187, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794542, Class: 0.998118, Obj: 0.080834, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2147: 0.403981, 0.402502 avg loss, 0.001000 rate, 3.907230 seconds, 137408 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730449, Class: 0.993066, Obj: 0.156924, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745140, Class: 0.994617, Obj: 0.190598, No Obj: 0.000145, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622579, Class: 0.999738, Obj: 0.077347, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748451, Class: 0.997681, Obj: 0.275500, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834512, Class: 0.999181, Obj: 0.254405, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790770, Class: 0.995056, Obj: 0.057511, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651814, Class: 0.998733, Obj: 0.466706, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658125, Class: 0.997029, Obj: 0.210414, No Obj: 0.000160, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752575, Class: 0.997317, Obj: 0.012883, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.543221, Class: 0.998161, Obj: 0.121847, No Obj: 0.000109, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.650761, Class: 0.982741, Obj: 0.177860, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770936, Class: 0.997153, Obj: 0.073022, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655768, Class: 0.994209, Obj: 0.318761, No Obj: 0.000106, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776807, Class: 0.997956, Obj: 0.274595, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691338, Class: 0.991421, Obj: 0.166740, No Obj: 0.000156, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.949611, Class: 0.996958, Obj: 0.104205, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810716, Class: 0.997269, Obj: 0.147831, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2148: 0.436639, 0.405916 avg loss, 0.001000 rate, 3.902701 seconds, 137472 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783268, Class: 0.998891, Obj: 0.444794, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848856, Class: 0.997472, Obj: 0.196970, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580436, Class: 0.999411, Obj: 0.034611, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.694294, Class: 0.996658, Obj: 0.087062, No Obj: 0.000238, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.841146, Class: 0.984382, Obj: 0.135569, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675052, Class: 0.993694, Obj: 0.065492, No Obj: 0.000052, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787375, Class: 0.999588, Obj: 0.787014, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803708, Class: 0.996696, Obj: 0.194631, No Obj: 0.000170, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655704, Class: 0.871089, Obj: 0.000059, No Obj: 0.000041, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.588894, Class: 0.996698, Obj: 0.204796, No Obj: 0.000155, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642237, Class: 0.992763, Obj: 0.209382, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.792632, Class: 0.993572, Obj: 0.004379, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759644, Class: 0.996858, Obj: 0.160374, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666802, Class: 0.997622, Obj: 0.149799, No Obj: 0.000114, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2149: 0.523965, 0.417721 avg loss, 0.001000 rate, 3.904863 seconds, 137536 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778576, Class: 0.998778, Obj: 0.497396, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761530, Class: 0.996348, Obj: 0.124834, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734345, Class: 0.995383, Obj: 0.098016, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.843927, Class: 0.997090, Obj: 0.049188, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813063, Class: 0.996108, Obj: 0.180431, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.744256, Class: 0.996734, Obj: 0.255800, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822480, Class: 0.997985, Obj: 0.164427, No Obj: 0.000159, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.710989, Class: 0.963729, Obj: 0.004852, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.776472, Class: 0.861170, Obj: 0.299884, No Obj: 0.000211, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.640862, Class: 0.979619, Obj: 0.049194, No Obj: 0.000107, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940269, Class: 0.997671, Obj: 0.086784, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821916, Class: 0.994223, Obj: 0.121069, No Obj: 0.000159, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789343, Class: 0.998943, Obj: 0.058658, No Obj: 0.000217, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.733466, Class: 0.997375, Obj: 0.117584, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662059, Class: 0.996849, Obj: 0.069852, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2150: 0.502355, 0.426184 avg loss, 0.001000 rate, 3.922644 seconds, 137600 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810058, Class: 0.994407, Obj: 0.261011, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675991, Class: 0.995529, Obj: 0.179154, No Obj: 0.000101, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691705, Class: 0.991433, Obj: 0.143808, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.598088, Class: 0.994990, Obj: 0.068701, No Obj: 0.000081, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816653, Class: 0.994496, Obj: 0.147686, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.840985, Class: 0.998981, Obj: 0.345286, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604039, Class: 0.998001, Obj: 0.007196, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880800, Class: 0.999929, Obj: 0.491089, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708816, Class: 0.996345, Obj: 0.060861, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689509, Class: 0.996879, Obj: 0.112776, No Obj: 0.000131, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663494, Class: 0.996336, Obj: 0.252073, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777465, Class: 0.998122, Obj: 0.089188, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794649, Class: 0.997732, Obj: 0.238795, No Obj: 0.000107, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2151: 0.388971, 0.422463 avg loss, 0.001000 rate, 3.908124 seconds, 137664 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733764, Class: 0.975714, Obj: 0.002429, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722928, Class: 0.997630, Obj: 0.131916, No Obj: 0.000061, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723915, Class: 0.997296, Obj: 0.071785, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.613319, Class: 0.992466, Obj: 0.031646, No Obj: 0.000051, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899768, Class: 0.999820, Obj: 0.720973, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783785, Class: 0.999701, Obj: 0.107734, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730633, Class: 0.998777, Obj: 0.136830, No Obj: 0.000113, .5R: 0.750000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.611830, Class: 0.994574, Obj: 0.051842, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677020, Class: 0.998347, Obj: 0.080127, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681067, Class: 0.999977, Obj: 0.064098, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811360, Class: 0.998672, Obj: 0.106882, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716499, Class: 0.995449, Obj: 0.088937, No Obj: 0.000130, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844877, Class: 0.994471, Obj: 0.085756, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.641635, Class: 0.997054, Obj: 0.172267, No Obj: 0.000105, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2152: 0.407789, 0.420995 avg loss, 0.001000 rate, 3.923777 seconds, 137728 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890501, Class: 0.997102, Obj: 0.129538, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758320, Class: 0.996552, Obj: 0.311210, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824419, Class: 0.992100, Obj: 0.195862, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.670458, Class: 0.996194, Obj: 0.237886, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811542, Class: 0.995279, Obj: 0.258698, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.695434, Class: 0.995608, Obj: 0.083237, No Obj: 0.000077, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794700, Class: 0.999077, Obj: 0.043764, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681394, Class: 0.997589, Obj: 0.123590, No Obj: 0.000100, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.838948, Class: 0.996714, Obj: 0.151785, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.711791, Class: 0.995534, Obj: 0.120826, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591148, Class: 0.998422, Obj: 0.039910, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701704, Class: 0.994933, Obj: 0.028996, No Obj: 0.000088, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689403, Class: 0.996133, Obj: 0.149129, No Obj: 0.000082, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747251, Class: 0.996956, Obj: 0.058217, No Obj: 0.000122, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2153: 0.488650, 0.427761 avg loss, 0.001000 rate, 3.919055 seconds, 137792 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738335, Class: 0.997643, Obj: 0.296571, No Obj: 0.000118, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.841296, Class: 0.998898, Obj: 0.602758, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773376, Class: 0.994159, Obj: 0.066923, No Obj: 0.000080, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.607470, Class: 0.939080, Obj: 0.002911, No Obj: 0.000396, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.848773, Class: 0.999251, Obj: 0.019981, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799401, Class: 0.996492, Obj: 0.265089, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777965, Class: 0.996391, Obj: 0.411336, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707584, Class: 0.998097, Obj: 0.158504, No Obj: 0.000099, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.675864, Class: 0.992719, Obj: 0.024664, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556019, Class: 0.993278, Obj: 0.060509, No Obj: 0.000100, .5R: 0.600000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000234, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789474, Class: 0.993208, Obj: 0.032804, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728405, Class: 0.997211, Obj: 0.157523, No Obj: 0.000077, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695477, Class: 0.998337, Obj: 0.180129, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830784, Class: 0.999849, Obj: 0.740361, No Obj: 0.000379, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751253, Class: 0.995681, Obj: 0.081596, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2154: 0.503330, 0.435318 avg loss, 0.001000 rate, 3.928918 seconds, 137856 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.584824, Class: 0.988870, Obj: 0.001300, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795195, Class: 0.996773, Obj: 0.023683, No Obj: 0.000042, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842682, Class: 0.997134, Obj: 0.590500, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.871568, Class: 0.997445, Obj: 0.185729, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790996, Class: 0.995113, Obj: 0.075066, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876755, Class: 0.996362, Obj: 0.281140, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764488, Class: 0.997001, Obj: 0.145815, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879225, Class: 0.993373, Obj: 0.224728, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712079, Class: 0.991830, Obj: 0.055998, No Obj: 0.000074, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.391965, Class: 0.970087, Obj: 0.001503, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849672, Class: 0.997673, Obj: 0.262422, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.916751, Class: 0.997359, Obj: 0.420280, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.768178, Class: 0.993992, Obj: 0.003254, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659416, Class: 0.986059, Obj: 0.028104, No Obj: 0.000099, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791798, Class: 0.999845, Obj: 0.719101, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709699, Class: 0.994971, Obj: 0.059272, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2155: 0.436557, 0.435442 avg loss, 0.001000 rate, 3.922978 seconds, 137920 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714474, Class: 0.996464, Obj: 0.372215, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.634322, Class: 0.989356, Obj: 0.054766, No Obj: 0.000090, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814235, Class: 0.993960, Obj: 0.085842, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.816894, Class: 0.997827, Obj: 0.208186, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761109, Class: 0.997754, Obj: 0.050730, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796564, Class: 0.997955, Obj: 0.250896, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830198, Class: 0.983725, Obj: 0.063271, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621982, Class: 0.995975, Obj: 0.092994, No Obj: 0.000051, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795789, Class: 0.994217, Obj: 0.354384, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752277, Class: 0.994776, Obj: 0.203830, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787772, Class: 0.998568, Obj: 0.215113, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652227, Class: 0.996694, Obj: 0.089268, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.837221, Class: 0.997848, Obj: 0.242219, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2156: 0.395237, 0.431421 avg loss, 0.001000 rate, 3.908830 seconds, 137984 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915247, Class: 0.996409, Obj: 0.096184, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737249, Class: 0.997346, Obj: 0.209804, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769887, Class: 0.999528, Obj: 0.311076, No Obj: 0.000251, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.724856, Class: 0.996386, Obj: 0.055546, No Obj: 0.000152, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785702, Class: 0.996931, Obj: 0.171563, No Obj: 0.000160, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.836461, Class: 0.987560, Obj: 0.569504, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789337, Class: 0.997171, Obj: 0.085092, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755137, Class: 0.998384, Obj: 0.136378, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.589605, Class: 0.996790, Obj: 0.043720, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.869686, Class: 0.997213, Obj: 0.181552, No Obj: 0.000404, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.767962, Class: 0.986178, Obj: 0.151098, No Obj: 0.000182, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872360, Class: 0.999165, Obj: 0.425545, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.759056, Class: 0.997731, Obj: 0.299585, No Obj: 0.000144, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786588, Class: 0.996253, Obj: 0.172468, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.594726, Class: 0.997055, Obj: 0.034051, No Obj: 0.000170, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2157: 0.442504, 0.432529 avg loss, 0.001000 rate, 3.919684 seconds, 138048 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.712073, Class: 0.996113, Obj: 0.081117, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.752765, Class: 0.988584, Obj: 0.013886, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662250, Class: 0.994393, Obj: 0.117045, No Obj: 0.000154, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.312553, Class: 0.992665, Obj: 0.000293, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.816066, Class: 0.997321, Obj: 0.051304, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.608549, Class: 0.987745, Obj: 0.050439, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753312, Class: 0.996152, Obj: 0.024417, No Obj: 0.000082, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852975, Class: 0.990631, Obj: 0.488774, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696308, Class: 0.997952, Obj: 0.371816, No Obj: 0.000143, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754030, Class: 0.997643, Obj: 0.120056, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.785342, Class: 0.994493, Obj: 0.186541, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756503, Class: 0.983589, Obj: 0.073041, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.844368, Class: 0.987840, Obj: 0.021639, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752535, Class: 0.992787, Obj: 0.006491, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766345, Class: 0.997904, Obj: 0.141645, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2158: 0.406072, 0.429884 avg loss, 0.001000 rate, 3.923680 seconds, 138112 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907148, Class: 0.998530, Obj: 0.472853, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822232, Class: 0.998547, Obj: 0.359658, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721971, Class: 0.995806, Obj: 0.086270, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.736905, Class: 0.978774, Obj: 0.004791, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.914112, Class: 0.995864, Obj: 0.153618, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660442, Class: 0.994118, Obj: 0.118275, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.562791, Class: 0.991865, Obj: 0.031378, No Obj: 0.000076, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.737314, Class: 0.989601, Obj: 0.267011, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729506, Class: 0.997717, Obj: 0.318338, No Obj: 0.000178, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816918, Class: 0.996015, Obj: 0.223516, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719688, Class: 0.996199, Obj: 0.191948, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750635, Class: 0.993766, Obj: 0.438382, No Obj: 0.000346, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.750966, Class: 0.997440, Obj: 0.161544, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727741, Class: 0.996115, Obj: 0.086500, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2159: 0.379876, 0.424883 avg loss, 0.001000 rate, 3.928157 seconds, 138176 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.719709, Class: 0.990515, Obj: 0.002396, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832410, Class: 0.996715, Obj: 0.032308, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935987, Class: 0.999353, Obj: 0.505385, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739254, Class: 0.994070, Obj: 0.125227, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888883, Class: 0.993350, Obj: 0.256586, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.455963, Class: 0.995644, Obj: 0.007253, No Obj: 0.000026, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820565, Class: 0.994787, Obj: 0.238622, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727882, Class: 0.996383, Obj: 0.099933, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656290, Class: 0.995287, Obj: 0.095832, No Obj: 0.000135, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817013, Class: 0.998819, Obj: 0.726358, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767329, Class: 0.999355, Obj: 0.344463, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555725, Class: 0.998601, Obj: 0.157725, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.671906, Class: 0.994817, Obj: 0.035306, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753970, Class: 0.999167, Obj: 0.131259, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668611, Class: 0.997286, Obj: 0.219277, No Obj: 0.000132, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2160: 0.406885, 0.423083 avg loss, 0.001000 rate, 3.918579 seconds, 138240 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693273, Class: 0.994831, Obj: 0.073253, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754976, Class: 0.976228, Obj: 0.014780, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753964, Class: 0.997067, Obj: 0.109338, No Obj: 0.000081, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826463, Class: 0.996926, Obj: 0.068978, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662084, Class: 0.999078, Obj: 0.022563, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621666, Class: 0.976725, Obj: 0.184105, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.648996, Class: 0.994875, Obj: 0.158322, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697580, Class: 0.996357, Obj: 0.378069, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790556, Class: 0.998913, Obj: 0.168995, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.811859, Class: 0.993037, Obj: 0.149571, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763841, Class: 0.996170, Obj: 0.016570, No Obj: 0.000046, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878892, Class: 0.995599, Obj: 0.141296, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790945, Class: 0.997772, Obj: 0.144619, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801666, Class: 0.999197, Obj: 0.022219, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783678, Class: 0.993452, Obj: 0.104068, No Obj: 0.000031, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2161: 0.286215, 0.409396 avg loss, 0.001000 rate, 3.928521 seconds, 138304 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803530, Class: 0.997352, Obj: 0.338675, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688291, Class: 0.989140, Obj: 0.063941, No Obj: 0.000075, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864583, Class: 0.997217, Obj: 0.483952, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.856866, Class: 0.996426, Obj: 0.129956, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814855, Class: 0.998229, Obj: 0.107957, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842441, Class: 0.998666, Obj: 0.086198, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735011, Class: 0.995515, Obj: 0.011537, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851213, Class: 0.998742, Obj: 0.041112, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.845859, Class: 0.995946, Obj: 0.022813, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.880802, Class: 0.990166, Obj: 0.062337, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737605, Class: 0.996960, Obj: 0.073680, No Obj: 0.000072, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844566, Class: 0.997588, Obj: 0.066069, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789922, Class: 0.994824, Obj: 0.280558, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789368, Class: 0.997871, Obj: 0.252249, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819936, Class: 0.996836, Obj: 0.002371, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670052, Class: 0.993409, Obj: 0.034115, No Obj: 0.000071, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2162: 0.386488, 0.407106 avg loss, 0.001000 rate, 3.915572 seconds, 138368 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692430, Class: 0.995851, Obj: 0.206622, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723798, Class: 0.991097, Obj: 0.069537, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810348, Class: 0.994776, Obj: 0.031270, No Obj: 0.000049, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847000, Class: 0.999275, Obj: 0.629281, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812276, Class: 0.995877, Obj: 0.047689, No Obj: 0.000074, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770650, Class: 0.999643, Obj: 0.446614, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664075, Class: 0.997191, Obj: 0.030902, No Obj: 0.000051, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730681, Class: 0.996011, Obj: 0.070494, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788189, Class: 0.990692, Obj: 0.362849, No Obj: 0.000217, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.756562, Class: 0.995337, Obj: 0.088226, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700337, Class: 0.995809, Obj: 0.093086, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2163: 0.331801, 0.399575 avg loss, 0.001000 rate, 3.920351 seconds, 138432 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532421, Class: 0.995074, Obj: 0.061421, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797888, Class: 0.997839, Obj: 0.147259, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695970, Class: 0.997554, Obj: 0.119899, No Obj: 0.000127, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.842642, Class: 0.998085, Obj: 0.420371, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.715152, Class: 0.995537, Obj: 0.303045, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.708991, Class: 0.994615, Obj: 0.032166, No Obj: 0.000062, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770525, Class: 0.987287, Obj: 0.060314, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.608719, Class: 0.996266, Obj: 0.201953, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838871, Class: 0.998209, Obj: 0.165216, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.725660, Class: 0.996641, Obj: 0.067527, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.861644, Class: 0.985975, Obj: 0.002948, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747523, Class: 0.999417, Obj: 0.226334, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743525, Class: 0.998514, Obj: 0.259750, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749667, Class: 0.993374, Obj: 0.004520, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836345, Class: 0.993996, Obj: 0.034758, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683991, Class: 0.995658, Obj: 0.012613, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2164: 0.427952, 0.402413 avg loss, 0.001000 rate, 3.922614 seconds, 138496 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782788, Class: 0.993945, Obj: 0.029019, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762217, Class: 0.992000, Obj: 0.027700, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758705, Class: 0.989242, Obj: 0.190187, No Obj: 0.000171, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.739632, Class: 0.997569, Obj: 0.183248, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799970, Class: 0.994215, Obj: 0.003440, No Obj: 0.000019, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.731639, Class: 0.988490, Obj: 0.002158, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821894, Class: 0.999248, Obj: 0.300042, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.650752, Class: 0.997272, Obj: 0.146317, No Obj: 0.000143, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742796, Class: 0.997527, Obj: 0.075779, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768722, Class: 0.998457, Obj: 0.296069, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727216, Class: 0.995793, Obj: 0.060491, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667227, Class: 0.985210, Obj: 0.092005, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730802, Class: 0.996693, Obj: 0.152429, No Obj: 0.000072, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800879, Class: 0.994319, Obj: 0.302947, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.826328, Class: 0.995022, Obj: 0.025435, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2165: 0.429915, 0.405163 avg loss, 0.001000 rate, 3.924906 seconds, 138560 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.775872, Class: 0.983216, Obj: 0.000558, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766776, Class: 0.984993, Obj: 0.139405, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728196, Class: 0.987341, Obj: 0.029713, No Obj: 0.000088, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762199, Class: 0.996350, Obj: 0.063437, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798255, Class: 0.995670, Obj: 0.110154, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755668, Class: 0.998577, Obj: 0.243723, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713912, Class: 0.999728, Obj: 0.177773, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.560168, Class: 0.994823, Obj: 0.106991, No Obj: 0.000072, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885998, Class: 0.984950, Obj: 0.102676, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752518, Class: 0.998371, Obj: 0.162122, No Obj: 0.000093, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791142, Class: 0.996590, Obj: 0.269136, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783646, Class: 0.996558, Obj: 0.217727, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.565557, Class: 0.986912, Obj: 0.005341, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.869676, Class: 0.984636, Obj: 0.004302, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684845, Class: 0.996802, Obj: 0.137848, No Obj: 0.000113, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2166: 0.419487, 0.406595 avg loss, 0.001000 rate, 3.917930 seconds, 138624 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742489, Class: 0.995955, Obj: 0.022876, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705736, Class: 0.996935, Obj: 0.190532, No Obj: 0.000103, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755988, Class: 0.993402, Obj: 0.061431, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717377, Class: 0.994354, Obj: 0.134402, No Obj: 0.000084, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.771942, Class: 0.999558, Obj: 0.771380, No Obj: 0.000403, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781771, Class: 0.996890, Obj: 0.367936, No Obj: 0.000250, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.858938, Class: 0.998959, Obj: 0.501915, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834458, Class: 0.997442, Obj: 0.271334, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.548329, Class: 0.994555, Obj: 0.094717, No Obj: 0.000108, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.830211, Class: 0.991373, Obj: 0.576940, No Obj: 0.000331, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.833317, Class: 0.997832, Obj: 0.414411, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658649, Class: 0.995975, Obj: 0.177816, No Obj: 0.000123, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840497, Class: 0.988303, Obj: 0.197274, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742624, Class: 0.990073, Obj: 0.102011, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933789, Class: 0.994381, Obj: 0.565192, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659718, Class: 0.998937, Obj: 0.196241, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873907, Class: 0.998692, Obj: 0.223805, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787155, Class: 0.997039, Obj: 0.129666, No Obj: 0.000151, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2167: 0.435027, 0.409439 avg loss, 0.001000 rate, 3.927535 seconds, 138688 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773020, Class: 0.998236, Obj: 0.382541, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735726, Class: 0.998376, Obj: 0.401233, No Obj: 0.000136, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858663, Class: 0.999691, Obj: 0.353965, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693330, Class: 0.997078, Obj: 0.256692, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.711452, Class: 0.986297, Obj: 0.131754, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751821, Class: 0.994440, Obj: 0.558747, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746401, Class: 0.997038, Obj: 0.166142, No Obj: 0.000148, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805195, Class: 0.999838, Obj: 0.246413, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817694, Class: 0.998471, Obj: 0.295026, No Obj: 0.000159, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729080, Class: 0.995602, Obj: 0.260310, No Obj: 0.000262, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663720, Class: 0.997379, Obj: 0.211838, No Obj: 0.000131, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739716, Class: 0.997181, Obj: 0.440425, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2168: 0.341752, 0.402670 avg loss, 0.001000 rate, 3.925310 seconds, 138752 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889675, Class: 0.999518, Obj: 0.749503, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696762, Class: 0.996350, Obj: 0.287086, No Obj: 0.000313, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647838, Class: 0.995710, Obj: 0.166145, No Obj: 0.000175, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765979, Class: 0.998557, Obj: 0.348066, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844998, Class: 0.997960, Obj: 0.610469, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.887299, Class: 0.996945, Obj: 0.538283, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.916160, Class: 0.999328, Obj: 0.851589, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674705, Class: 0.990982, Obj: 0.165090, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718477, Class: 0.971279, Obj: 0.137698, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747145, Class: 0.995389, Obj: 0.152242, No Obj: 0.000188, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746603, Class: 0.997833, Obj: 0.187455, No Obj: 0.000163, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.821178, Class: 0.988808, Obj: 0.124183, No Obj: 0.000155, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888739, Class: 0.999959, Obj: 0.175188, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672173, Class: 0.998691, Obj: 0.144477, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2169: 0.477567, 0.410160 avg loss, 0.001000 rate, 3.914237 seconds, 138816 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767551, Class: 0.995476, Obj: 0.485635, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746350, Class: 0.995564, Obj: 0.227381, No Obj: 0.000185, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795923, Class: 0.995807, Obj: 0.121269, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674445, Class: 0.984221, Obj: 0.027818, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.736852, Class: 0.995779, Obj: 0.164031, No Obj: 0.000129, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745623, Class: 0.990299, Obj: 0.026913, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727219, Class: 0.996681, Obj: 0.187220, No Obj: 0.000106, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784763, Class: 0.997385, Obj: 0.150415, No Obj: 0.000205, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.718406, Class: 0.994598, Obj: 0.031693, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707978, Class: 0.980447, Obj: 0.074272, No Obj: 0.000088, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773140, Class: 0.998557, Obj: 0.396486, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811568, Class: 0.994594, Obj: 0.568134, No Obj: 0.000417, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.736361, Class: 0.992192, Obj: 0.104595, No Obj: 0.000102, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2170: 0.487095, 0.417853 avg loss, 0.001000 rate, 3.918409 seconds, 138880 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739007, Class: 0.995535, Obj: 0.140040, No Obj: 0.000158, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762611, Class: 0.998211, Obj: 0.649734, No Obj: 0.000303, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.820965, Class: 0.997770, Obj: 0.177206, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.786902, Class: 0.995748, Obj: 0.385170, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810066, Class: 0.993238, Obj: 0.078349, No Obj: 0.000168, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828772, Class: 0.999531, Obj: 0.757407, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781449, Class: 0.993651, Obj: 0.133544, No Obj: 0.000108, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824554, Class: 0.987400, Obj: 0.078703, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.794756, Class: 0.996075, Obj: 0.073134, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716856, Class: 0.981201, Obj: 0.288243, No Obj: 0.000439, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.684097, Class: 0.997506, Obj: 0.119553, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747949, Class: 0.993035, Obj: 0.327968, No Obj: 0.000212, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797447, Class: 0.997433, Obj: 0.198391, No Obj: 0.000137, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798976, Class: 0.995353, Obj: 0.384037, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693748, Class: 0.992569, Obj: 0.060172, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2171: 0.524213, 0.428489 avg loss, 0.001000 rate, 3.922404 seconds, 138944 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.866567, Class: 0.997424, Obj: 0.034169, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789240, Class: 0.996438, Obj: 0.120087, No Obj: 0.000119, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687649, Class: 0.992538, Obj: 0.747685, No Obj: 0.000317, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750526, Class: 0.970896, Obj: 0.111914, No Obj: 0.000108, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870866, Class: 0.997545, Obj: 0.765909, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.878226, Class: 0.994417, Obj: 0.243855, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.550606, Class: 0.984912, Obj: 0.016058, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785119, Class: 0.998934, Obj: 0.525311, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839968, Class: 0.997159, Obj: 0.289987, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800099, Class: 0.997362, Obj: 0.275949, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.877436, Class: 0.997597, Obj: 0.754210, No Obj: 0.000410, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830194, Class: 0.994025, Obj: 0.330891, No Obj: 0.000253, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.661343, Class: 0.992213, Obj: 0.034682, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784719, Class: 0.999176, Obj: 0.405026, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782853, Class: 0.995988, Obj: 0.056366, No Obj: 0.000081, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2172: 0.349003, 0.420541 avg loss, 0.001000 rate, 3.928536 seconds, 139008 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785605, Class: 0.990639, Obj: 0.390457, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770154, Class: 0.997101, Obj: 0.284819, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818719, Class: 0.988721, Obj: 0.479150, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.884645, Class: 0.997935, Obj: 0.400676, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760478, Class: 0.998665, Obj: 0.332595, No Obj: 0.000337, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.760815, Class: 0.996813, Obj: 0.217001, No Obj: 0.000217, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863021, Class: 0.999045, Obj: 0.552213, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737881, Class: 0.996072, Obj: 0.289002, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767554, Class: 0.998777, Obj: 0.866213, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681167, Class: 0.995901, Obj: 0.084184, No Obj: 0.000084, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818586, Class: 0.998321, Obj: 0.523744, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.536550, Class: 0.996850, Obj: 0.118046, No Obj: 0.000055, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710588, Class: 0.993866, Obj: 0.061125, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.674033, Class: 0.996976, Obj: 0.068040, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701512, Class: 0.994513, Obj: 0.115679, No Obj: 0.000062, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2173: 0.396864, 0.418173 avg loss, 0.001000 rate, 3.920462 seconds, 139072 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738734, Class: 0.998853, Obj: 0.124879, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792678, Class: 0.999008, Obj: 0.030437, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.887127, Class: 0.999342, Obj: 0.535701, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796406, Class: 0.994369, Obj: 0.337474, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739892, Class: 0.990280, Obj: 0.028679, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679086, Class: 0.998355, Obj: 0.528096, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728933, Class: 0.994609, Obj: 0.112581, No Obj: 0.000082, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.597995, Class: 0.984947, Obj: 0.002060, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.646634, Class: 0.994033, Obj: 0.010965, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.859082, Class: 0.998275, Obj: 0.235520, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.735864, Class: 0.998094, Obj: 0.488971, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.879626, Class: 0.995949, Obj: 0.231707, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750410, Class: 0.993050, Obj: 0.054030, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.943851, Class: 0.932695, Obj: 0.000632, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.945747, Class: 0.980570, Obj: 0.066475, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733426, Class: 0.992562, Obj: 0.161953, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2174: 0.263214, 0.402677 avg loss, 0.001000 rate, 3.920634 seconds, 139136 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.923993, Class: 0.961992, Obj: 0.023170, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641752, Class: 0.998344, Obj: 0.070491, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.640112, Class: 0.977091, Obj: 0.002627, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744649, Class: 0.993637, Obj: 0.248889, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705844, Class: 0.996207, Obj: 0.176209, No Obj: 0.000139, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.518466, Class: 0.996612, Obj: 0.129303, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688027, Class: 0.993895, Obj: 0.166415, No Obj: 0.000132, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763239, Class: 0.996391, Obj: 0.058227, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839627, Class: 0.996304, Obj: 0.253108, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767875, Class: 0.998143, Obj: 0.567604, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781227, Class: 0.998772, Obj: 0.028549, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843299, Class: 0.998603, Obj: 0.661155, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735181, Class: 0.996930, Obj: 0.098918, No Obj: 0.000111, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2175: 0.397318, 0.402141 avg loss, 0.001000 rate, 3.928894 seconds, 139200 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807276, Class: 0.994702, Obj: 0.221054, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864850, Class: 0.996175, Obj: 0.641678, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708962, Class: 0.995191, Obj: 0.355620, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715679, Class: 0.987968, Obj: 0.225459, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722038, Class: 0.995854, Obj: 0.289219, No Obj: 0.000136, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850916, Class: 0.995373, Obj: 0.492468, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.806124, Class: 0.995805, Obj: 0.185281, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663574, Class: 0.990512, Obj: 0.071831, No Obj: 0.000358, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.706605, Class: 0.994953, Obj: 0.213349, No Obj: 0.000168, .5R: 0.909091, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695834, Class: 0.997313, Obj: 0.483423, No Obj: 0.000117, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802903, Class: 0.969432, Obj: 0.186049, No Obj: 0.000261, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.752029, Class: 0.996756, Obj: 0.219459, No Obj: 0.000159, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.728701, Class: 0.998987, Obj: 0.650635, No Obj: 0.000283, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727501, Class: 0.997971, Obj: 0.229604, No Obj: 0.000091, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2176: 0.410052, 0.402932 avg loss, 0.001000 rate, 3.923396 seconds, 139264 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862185, Class: 0.994762, Obj: 0.161485, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824104, Class: 0.941777, Obj: 0.000147, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729653, Class: 0.996960, Obj: 0.212765, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.692625, Class: 0.995320, Obj: 0.484454, No Obj: 0.000426, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.811876, Class: 0.999226, Obj: 0.143365, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722335, Class: 0.998649, Obj: 0.299761, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767914, Class: 0.998072, Obj: 0.852182, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714592, Class: 0.995876, Obj: 0.431821, No Obj: 0.000143, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693909, Class: 0.996454, Obj: 0.070198, No Obj: 0.000138, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828078, Class: 0.997187, Obj: 0.857648, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747329, Class: 0.995183, Obj: 0.030310, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.745813, Class: 0.997163, Obj: 0.044536, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786793, Class: 0.983400, Obj: 0.443525, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.311036, Class: 0.996017, Obj: 0.002813, No Obj: 0.000050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875725, Class: 0.997442, Obj: 0.050336, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744232, Class: 0.997077, Obj: 0.185158, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2177: 0.314375, 0.394076 avg loss, 0.001000 rate, 3.907621 seconds, 139328 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776758, Class: 0.995682, Obj: 0.152976, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897140, Class: 0.996561, Obj: 0.284019, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708026, Class: 0.996068, Obj: 0.327699, No Obj: 0.000103, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784733, Class: 0.997371, Obj: 0.849982, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.518414, Class: 0.997879, Obj: 0.365472, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635393, Class: 0.998556, Obj: 0.258013, No Obj: 0.000139, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.747727, Class: 0.998862, Obj: 0.659177, No Obj: 0.000324, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.691718, Class: 0.987463, Obj: 0.177990, No Obj: 0.000185, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.744456, Class: 0.990652, Obj: 0.281310, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.654155, Class: 0.979572, Obj: 0.001394, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782015, Class: 0.996389, Obj: 0.205605, No Obj: 0.000179, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856157, Class: 0.997459, Obj: 0.107879, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743645, Class: 0.997946, Obj: 0.234448, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815570, Class: 0.993312, Obj: 0.383258, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.588685, Class: 0.995937, Obj: 0.114238, No Obj: 0.000110, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2178: 0.334791, 0.388148 avg loss, 0.001000 rate, 3.923789 seconds, 139392 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635682, Class: 0.985763, Obj: 0.000926, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743935, Class: 0.997410, Obj: 0.236465, No Obj: 0.000144, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768195, Class: 0.999263, Obj: 0.389449, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718093, Class: 0.992759, Obj: 0.171564, No Obj: 0.000217, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616718, Class: 0.990972, Obj: 0.529171, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736748, Class: 0.948842, Obj: 0.006736, No Obj: 0.000012, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661429, Class: 0.996595, Obj: 0.407251, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.764675, Class: 0.986183, Obj: 0.155403, No Obj: 0.000133, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827864, Class: 0.984359, Obj: 0.046060, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.651702, Class: 0.992320, Obj: 0.110357, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.521793, Class: 0.991595, Obj: 0.099826, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770598, Class: 0.998616, Obj: 0.470781, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684873, Class: 0.996527, Obj: 0.084425, No Obj: 0.000125, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756586, Class: 0.993022, Obj: 0.256577, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736091, Class: 0.998262, Obj: 0.050120, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687695, Class: 0.997320, Obj: 0.087122, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2179: 0.527167, 0.402050 avg loss, 0.001000 rate, 3.934228 seconds, 139456 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.616253, Class: 0.991561, Obj: 0.046113, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.680394, Class: 0.902580, Obj: 0.363651, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.667945, Class: 0.994173, Obj: 0.170692, No Obj: 0.000136, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.753542, Class: 0.998885, Obj: 0.267947, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773938, Class: 0.995830, Obj: 0.094730, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.732018, Class: 0.997768, Obj: 0.346939, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826984, Class: 0.998090, Obj: 0.093082, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567868, Class: 0.981712, Obj: 0.281866, No Obj: 0.000100, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757880, Class: 0.993384, Obj: 0.264689, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.853061, Class: 0.998821, Obj: 0.232375, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761817, Class: 0.987991, Obj: 0.264411, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718701, Class: 0.996774, Obj: 0.105917, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778611, Class: 0.998570, Obj: 0.148784, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2180: 0.347527, 0.396598 avg loss, 0.001000 rate, 3.921210 seconds, 139520 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555298, Class: 0.991022, Obj: 0.031444, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670501, Class: 0.995018, Obj: 0.220463, No Obj: 0.000135, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763156, Class: 0.996747, Obj: 0.448803, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812815, Class: 0.995244, Obj: 0.157780, No Obj: 0.000137, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711630, Class: 0.999315, Obj: 0.057702, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.778399, Class: 0.997153, Obj: 0.198444, No Obj: 0.000127, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881560, Class: 0.984209, Obj: 0.212384, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.609522, Class: 0.995888, Obj: 0.151105, No Obj: 0.000074, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702280, Class: 0.991905, Obj: 0.066803, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.545844, Class: 0.995667, Obj: 0.177147, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709657, Class: 0.994222, Obj: 0.006057, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800067, Class: 0.996996, Obj: 0.243582, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.712449, Class: 0.928427, Obj: 0.062089, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.399476, Class: 0.986313, Obj: 0.016502, No Obj: 0.000038, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824927, Class: 0.991184, Obj: 0.003677, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.591640, Class: 0.997103, Obj: 0.081049, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.877457, Class: 0.999308, Obj: 0.028011, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.603377, Class: 0.990750, Obj: 0.105487, No Obj: 0.000110, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2181: 0.468572, 0.403795 avg loss, 0.001000 rate, 3.912810 seconds, 139584 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678062, Class: 0.992855, Obj: 0.130377, No Obj: 0.000107, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666390, Class: 0.992883, Obj: 0.338067, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722432, Class: 0.994878, Obj: 0.074182, No Obj: 0.000065, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.557024, Class: 0.986907, Obj: 0.117785, No Obj: 0.000063, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755707, Class: 0.999830, Obj: 0.014732, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740366, Class: 0.996877, Obj: 0.277381, No Obj: 0.000134, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.426611, Class: 0.962379, Obj: 0.093470, No Obj: 0.000195, .5R: 0.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.786566, Class: 0.998854, Obj: 0.276149, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.748857, Class: 0.994586, Obj: 0.162514, No Obj: 0.000154, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755914, Class: 0.995553, Obj: 0.134261, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682944, Class: 0.989749, Obj: 0.013962, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805788, Class: 0.993707, Obj: 0.011074, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.677124, Class: 0.996573, Obj: 0.158681, No Obj: 0.000098, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881339, Class: 0.999834, Obj: 0.112930, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707061, Class: 0.998136, Obj: 0.060009, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2182: 0.524716, 0.415887 avg loss, 0.001000 rate, 3.923333 seconds, 139648 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.628772, Class: 0.997674, Obj: 0.707112, No Obj: 0.000304, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.882466, Class: 0.999724, Obj: 0.046850, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743722, Class: 0.993879, Obj: 0.034896, No Obj: 0.000067, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770308, Class: 0.996833, Obj: 0.143619, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784765, Class: 0.994245, Obj: 0.195499, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637531, Class: 0.996965, Obj: 0.112957, No Obj: 0.000093, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873659, Class: 0.986954, Obj: 0.001726, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706422, Class: 0.994948, Obj: 0.237258, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680124, Class: 0.990778, Obj: 0.178520, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.935203, Class: 0.995985, Obj: 0.418192, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.530877, Class: 0.974178, Obj: 0.004538, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683651, Class: 0.995023, Obj: 0.041185, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.735826, Class: 0.992955, Obj: 0.037552, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.639695, Class: 0.995210, Obj: 0.180634, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.710647, Class: 0.994771, Obj: 0.172728, No Obj: 0.000090, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794785, Class: 0.996192, Obj: 0.098416, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722207, Class: 0.999531, Obj: 0.226699, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2183: 0.403995, 0.414698 avg loss, 0.001000 rate, 3.919245 seconds, 139712 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738817, Class: 0.992102, Obj: 0.354827, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.785594, Class: 0.998927, Obj: 0.247942, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000280, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604976, Class: 0.992445, Obj: 0.031507, No Obj: 0.000069, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647338, Class: 0.994375, Obj: 0.072089, No Obj: 0.000046, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.835564, Class: 0.992369, Obj: 0.614114, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863963, Class: 0.999612, Obj: 0.539488, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638913, Class: 0.994569, Obj: 0.065420, No Obj: 0.000069, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706922, Class: 0.997091, Obj: 0.084421, No Obj: 0.000040, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904234, Class: 0.999551, Obj: 0.425361, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834360, Class: 0.997621, Obj: 0.071267, No Obj: 0.000060, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793814, Class: 0.994649, Obj: 0.045421, No Obj: 0.000053, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856812, Class: 0.999196, Obj: 0.331663, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785057, Class: 0.997803, Obj: 0.096341, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2184: 0.407271, 0.413955 avg loss, 0.001000 rate, 3.910419 seconds, 139776 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.337239, Class: 0.933421, Obj: 0.456794, No Obj: 0.000359, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764174, Class: 0.999843, Obj: 0.035704, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634306, Class: 0.998156, Obj: 0.219879, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819116, Class: 0.988551, Obj: 0.482972, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.677383, Class: 0.996703, Obj: 0.021321, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738771, Class: 0.994963, Obj: 0.130861, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624482, Class: 0.991669, Obj: 0.133941, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802877, Class: 0.998653, Obj: 0.390780, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743404, Class: 0.997275, Obj: 0.161535, No Obj: 0.000107, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647083, Class: 0.989878, Obj: 0.352613, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645818, Class: 0.996302, Obj: 0.130906, No Obj: 0.000085, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866702, Class: 0.999568, Obj: 0.400226, No Obj: 0.000288, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.654661, Class: 0.997803, Obj: 0.081930, No Obj: 0.000143, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733949, Class: 0.996382, Obj: 0.067283, No Obj: 0.000165, .5R: 1.000000, .75R: 0.555556, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2185: 0.425983, 0.415158 avg loss, 0.001000 rate, 3.921735 seconds, 139840 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798976, Class: 0.993204, Obj: 0.373330, No Obj: 0.000276, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.718630, Class: 0.995109, Obj: 0.120319, No Obj: 0.000195, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805401, Class: 0.997533, Obj: 0.738998, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696780, Class: 0.997774, Obj: 0.172442, No Obj: 0.000125, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812108, Class: 0.992333, Obj: 0.201149, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.657889, Class: 0.997139, Obj: 0.169982, No Obj: 0.000085, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774593, Class: 0.990640, Obj: 0.201010, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729084, Class: 0.997980, Obj: 0.137501, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.752799, Class: 0.995778, Obj: 0.181390, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.537386, Class: 0.993282, Obj: 0.003883, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.710658, Class: 0.994099, Obj: 0.172509, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.522187, Class: 0.996538, Obj: 0.025102, No Obj: 0.000111, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877833, Class: 0.999542, Obj: 0.907297, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729016, Class: 0.997084, Obj: 0.152466, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.537219, Class: 0.991280, Obj: 0.445046, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828882, Class: 0.957712, Obj: 0.037308, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.651664, Class: 0.993444, Obj: 0.005797, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2186: 0.486685, 0.422311 avg loss, 0.001000 rate, 3.923636 seconds, 139904 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691748, Class: 0.997654, Obj: 0.099662, No Obj: 0.000073, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836833, Class: 0.999651, Obj: 0.073118, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765557, Class: 0.998800, Obj: 0.208847, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.604605, Class: 0.993127, Obj: 0.313146, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.705462, Class: 0.956243, Obj: 0.034065, No Obj: 0.000210, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791462, Class: 0.997595, Obj: 0.172890, No Obj: 0.000173, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789873, Class: 0.992962, Obj: 0.415782, No Obj: 0.000419, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.678482, Class: 0.997460, Obj: 0.189901, No Obj: 0.000133, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685754, Class: 0.994148, Obj: 0.097222, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667036, Class: 0.989885, Obj: 0.076703, No Obj: 0.000095, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.855031, Class: 0.996981, Obj: 0.461573, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670128, Class: 0.994144, Obj: 0.102283, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.842902, Class: 0.997436, Obj: 0.108477, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815632, Class: 0.995338, Obj: 0.647271, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766112, Class: 0.994529, Obj: 0.212095, No Obj: 0.000203, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830512, Class: 0.991691, Obj: 0.231871, No Obj: 0.000386, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748538, Class: 0.997508, Obj: 0.121286, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2187: 0.458799, 0.425960 avg loss, 0.001000 rate, 3.914894 seconds, 139968 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.730216, Class: 0.996570, Obj: 0.128405, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.778100, Class: 0.992107, Obj: 0.449720, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.611011, Class: 0.996119, Obj: 0.077767, No Obj: 0.000170, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766094, Class: 0.998090, Obj: 0.109042, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.854075, Class: 0.991830, Obj: 0.235123, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764246, Class: 0.999881, Obj: 0.901941, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749795, Class: 0.997574, Obj: 0.182101, No Obj: 0.000158, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681542, Class: 0.997197, Obj: 0.333373, No Obj: 0.000117, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818657, Class: 0.999026, Obj: 0.640892, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.635740, Class: 0.994124, Obj: 0.154877, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799254, Class: 0.999412, Obj: 0.340506, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660032, Class: 0.996746, Obj: 0.071304, No Obj: 0.000111, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.711041, Class: 0.996804, Obj: 0.198852, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790317, Class: 0.990566, Obj: 0.314717, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.698745, Class: 0.997067, Obj: 0.115002, No Obj: 0.000131, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.826484, Class: 0.982463, Obj: 0.665025, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.746602, Class: 0.990891, Obj: 0.403909, No Obj: 0.000274, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.619180, Class: 0.985246, Obj: 0.122957, No Obj: 0.000145, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2188: 0.461329, 0.429497 avg loss, 0.001000 rate, 3.919119 seconds, 140032 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828976, Class: 0.993977, Obj: 0.366516, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.719244, Class: 0.984534, Obj: 0.015609, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616282, Class: 0.949878, Obj: 0.000168, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.849521, Class: 0.998040, Obj: 0.119573, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.726759, Class: 0.990111, Obj: 0.075837, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.727341, Class: 0.996023, Obj: 0.448483, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.876563, Class: 0.997822, Obj: 0.001961, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869732, Class: 0.999186, Obj: 0.229859, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726074, Class: 0.999628, Obj: 0.264159, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859352, Class: 0.991835, Obj: 0.600208, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719456, Class: 0.996803, Obj: 0.043892, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851486, Class: 0.999971, Obj: 0.743173, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665144, Class: 0.995573, Obj: 0.112195, No Obj: 0.000128, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.522506, Class: 0.992855, Obj: 0.094137, No Obj: 0.000098, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921351, Class: 0.992077, Obj: 0.151386, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709525, Class: 0.995355, Obj: 0.234265, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2189: 0.314056, 0.417953 avg loss, 0.001000 rate, 3.930742 seconds, 140096 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723902, Class: 0.996963, Obj: 0.155190, No Obj: 0.000156, .5R: 0.909091, .75R: 0.545455, count: 11 Region 82 Avg IOU: 0.936072, Class: 0.946048, Obj: 0.052039, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772082, Class: 0.990208, Obj: 0.457593, No Obj: 0.000265, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690970, Class: 0.996525, Obj: 0.183674, No Obj: 0.000123, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762125, Class: 0.979526, Obj: 0.002309, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727750, Class: 0.997690, Obj: 0.186993, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868467, Class: 0.995308, Obj: 0.001547, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768448, Class: 0.997980, Obj: 0.171525, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694127, Class: 0.993411, Obj: 0.060015, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731236, Class: 0.992170, Obj: 0.104899, No Obj: 0.000180, .5R: 1.000000, .75R: 0.466667, count: 15 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.491579, Class: 0.995884, Obj: 0.165150, No Obj: 0.000292, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.803835, Class: 0.994802, Obj: 0.172985, No Obj: 0.000060, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630959, Class: 0.999577, Obj: 0.063893, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807394, Class: 0.997672, Obj: 0.214996, No Obj: 0.000298, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.713196, Class: 0.997406, Obj: 0.155152, No Obj: 0.000146, .5R: 0.888889, .75R: 0.444444, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2190: 0.612986, 0.437456 avg loss, 0.001000 rate, 3.925710 seconds, 140160 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.600341, Class: 0.997853, Obj: 0.551815, No Obj: 0.000291, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753061, Class: 0.994834, Obj: 0.236993, No Obj: 0.000128, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.690203, Class: 0.994618, Obj: 0.078305, No Obj: 0.000120, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.686001, Class: 0.997805, Obj: 0.813124, No Obj: 0.000426, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.797379, Class: 0.999584, Obj: 0.114352, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.531912, Class: 0.996943, Obj: 0.269620, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770444, Class: 0.997181, Obj: 0.157610, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674007, Class: 0.994866, Obj: 0.057916, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760627, Class: 0.995459, Obj: 0.221802, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756523, Class: 0.995701, Obj: 0.021967, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864040, Class: 0.984324, Obj: 0.370294, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712911, Class: 0.997869, Obj: 0.140032, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698916, Class: 0.998229, Obj: 0.107784, No Obj: 0.000084, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864536, Class: 0.998724, Obj: 0.360547, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764198, Class: 0.997805, Obj: 0.194742, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000299, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785906, Class: 0.998797, Obj: 0.158964, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2191: 0.369317, 0.430642 avg loss, 0.001000 rate, 3.912606 seconds, 140224 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704445, Class: 0.995169, Obj: 0.036469, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873944, Class: 0.996816, Obj: 0.080689, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682160, Class: 0.995732, Obj: 0.063866, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848871, Class: 0.994570, Obj: 0.348436, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721958, Class: 0.995856, Obj: 0.058666, No Obj: 0.000060, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.675329, Class: 0.996604, Obj: 0.429180, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602773, Class: 0.996117, Obj: 0.064666, No Obj: 0.000072, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747136, Class: 0.993420, Obj: 0.012459, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712412, Class: 0.995135, Obj: 0.064202, No Obj: 0.000073, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.611040, Class: 0.996653, Obj: 0.230462, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.764529, Class: 0.992172, Obj: 0.036234, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750200, Class: 0.997453, Obj: 0.217066, No Obj: 0.000075, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764483, Class: 0.997528, Obj: 0.219405, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.819866, Class: 0.999092, Obj: 0.200067, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658979, Class: 0.999004, Obj: 0.087969, No Obj: 0.000070, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2192: 0.423530, 0.429931 avg loss, 0.001000 rate, 3.920665 seconds, 140288 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.695966, Class: 0.999201, Obj: 0.288752, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829967, Class: 0.999471, Obj: 0.346222, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.705201, Class: 0.994432, Obj: 0.483990, No Obj: 0.000399, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718819, Class: 0.990961, Obj: 0.025956, No Obj: 0.000035, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760310, Class: 0.937825, Obj: 0.000370, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722937, Class: 0.998373, Obj: 0.064267, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.753161, Class: 0.995248, Obj: 0.641549, No Obj: 0.000379, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.903405, Class: 0.997466, Obj: 0.121384, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.903891, Class: 0.982674, Obj: 0.687954, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883429, Class: 0.996913, Obj: 0.132338, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742237, Class: 0.994191, Obj: 0.053344, No Obj: 0.000040, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.718247, Class: 0.999348, Obj: 0.705155, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.586299, Class: 0.963527, Obj: 0.053739, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691216, Class: 0.993989, Obj: 0.040691, No Obj: 0.000080, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701128, Class: 0.997993, Obj: 0.027007, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694563, Class: 0.994263, Obj: 0.016957, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778234, Class: 0.991179, Obj: 0.048974, No Obj: 0.000067, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2193: 0.342749, 0.421212 avg loss, 0.001000 rate, 3.915277 seconds, 140352 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766245, Class: 0.997192, Obj: 0.148511, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841897, Class: 0.996501, Obj: 0.087897, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.576780, Class: 0.996821, Obj: 0.000943, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788215, Class: 0.997300, Obj: 0.201200, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.759333, Class: 0.980753, Obj: 0.305241, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.858351, Class: 0.998189, Obj: 0.559643, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724368, Class: 0.994951, Obj: 0.199076, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718541, Class: 0.992291, Obj: 0.069606, No Obj: 0.000063, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774912, Class: 0.998723, Obj: 0.108783, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679678, Class: 0.997310, Obj: 0.165521, No Obj: 0.000095, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.806444, Class: 0.980868, Obj: 0.003012, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.639598, Class: 0.999826, Obj: 0.230419, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734153, Class: 0.993757, Obj: 0.001574, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2194: 0.311114, 0.410203 avg loss, 0.001000 rate, 3.901304 seconds, 140416 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.565646, Class: 0.983616, Obj: 0.071670, No Obj: 0.000421, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532794, Class: 0.996034, Obj: 0.002038, No Obj: 0.000091, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799586, Class: 0.994847, Obj: 0.147986, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681533, Class: 0.978888, Obj: 0.008179, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.692372, Class: 0.998158, Obj: 0.211636, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589202, Class: 0.996213, Obj: 0.084695, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711819, Class: 0.987325, Obj: 0.074054, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.812578, Class: 0.997998, Obj: 0.790857, No Obj: 0.000573, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.708217, Class: 0.985912, Obj: 0.219208, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.840182, Class: 0.998733, Obj: 0.087099, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.623411, Class: 0.997718, Obj: 0.383845, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720720, Class: 0.958881, Obj: 0.135287, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745196, Class: 0.995922, Obj: 0.092368, No Obj: 0.000096, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793224, Class: 0.998079, Obj: 0.265800, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741486, Class: 0.998056, Obj: 0.126978, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2195: 0.370812, 0.406264 avg loss, 0.001000 rate, 3.904532 seconds, 140480 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766260, Class: 0.990430, Obj: 0.175062, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766433, Class: 0.996685, Obj: 0.146036, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809775, Class: 0.995548, Obj: 0.226096, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.724824, Class: 0.984374, Obj: 0.192881, No Obj: 0.000123, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.556982, Class: 0.998846, Obj: 0.620181, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.828362, Class: 0.998392, Obj: 0.653038, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829202, Class: 0.991803, Obj: 0.072514, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792611, Class: 0.999813, Obj: 0.426829, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635241, Class: 0.992405, Obj: 0.088147, No Obj: 0.000118, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780949, Class: 0.990628, Obj: 0.449526, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704683, Class: 0.993960, Obj: 0.054959, No Obj: 0.000135, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.665723, Class: 0.963323, Obj: 0.465991, No Obj: 0.000684, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.843889, Class: 0.994048, Obj: 0.325184, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.746522, Class: 0.991476, Obj: 0.081526, No Obj: 0.000092, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824921, Class: 0.985892, Obj: 0.036052, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633667, Class: 0.992174, Obj: 0.113361, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.893376, Class: 0.996328, Obj: 0.299286, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.667103, Class: 0.996488, Obj: 0.043935, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.735017, Class: 0.993975, Obj: 0.071688, No Obj: 0.000150, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2196: 0.575414, 0.423179 avg loss, 0.001000 rate, 3.915281 seconds, 140544 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663250, Class: 0.994396, Obj: 0.017096, No Obj: 0.000126, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796492, Class: 0.998589, Obj: 0.391157, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677596, Class: 0.993188, Obj: 0.171646, No Obj: 0.000124, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.839300, Class: 0.981587, Obj: 0.008220, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.790096, Class: 0.992786, Obj: 0.427064, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698990, Class: 0.995684, Obj: 0.193906, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790844, Class: 0.984049, Obj: 0.005006, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645582, Class: 0.996990, Obj: 0.184952, No Obj: 0.000098, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726824, Class: 0.994669, Obj: 0.210608, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714202, Class: 0.986694, Obj: 0.244075, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670145, Class: 0.995938, Obj: 0.229718, No Obj: 0.000171, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803890, Class: 0.981491, Obj: 0.001084, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666317, Class: 0.990299, Obj: 0.008285, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852024, Class: 0.999946, Obj: 0.468409, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676338, Class: 0.996323, Obj: 0.170926, No Obj: 0.000143, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2197: 0.501716, 0.431032 avg loss, 0.001000 rate, 3.928830 seconds, 140608 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.698830, Class: 0.997459, Obj: 0.106527, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.684536, Class: 0.981324, Obj: 0.060056, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680315, Class: 0.994610, Obj: 0.114665, No Obj: 0.000147, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706477, Class: 0.991072, Obj: 0.055911, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806028, Class: 0.986968, Obj: 0.385007, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657620, Class: 0.993478, Obj: 0.148984, No Obj: 0.000125, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.745785, Class: 0.993988, Obj: 0.168818, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786864, Class: 0.988779, Obj: 0.070941, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683092, Class: 0.995553, Obj: 0.158815, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794080, Class: 0.995905, Obj: 0.083846, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865890, Class: 0.999557, Obj: 0.422117, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765855, Class: 0.994146, Obj: 0.186122, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.714796, Class: 0.983335, Obj: 0.284397, No Obj: 0.000575, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.713947, Class: 0.934109, Obj: 0.067971, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.801333, Class: 0.995023, Obj: 0.014456, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.785799, Class: 0.991896, Obj: 0.860394, No Obj: 0.000460, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.753548, Class: 0.998170, Obj: 0.302690, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607777, Class: 0.983325, Obj: 0.025756, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2198: 0.501368, 0.438066 avg loss, 0.001000 rate, 3.930567 seconds, 140672 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.860805, Class: 0.997149, Obj: 0.025432, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633664, Class: 0.999351, Obj: 0.587708, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876758, Class: 0.998917, Obj: 0.893585, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747679, Class: 0.996049, Obj: 0.172323, No Obj: 0.000123, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.802194, Class: 0.998679, Obj: 0.791928, No Obj: 0.000510, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764949, Class: 0.989661, Obj: 0.127350, No Obj: 0.000131, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.800421, Class: 0.998261, Obj: 0.140237, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835679, Class: 0.993558, Obj: 0.269060, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.556958, Class: 0.994050, Obj: 0.070467, No Obj: 0.000044, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736413, Class: 0.994250, Obj: 0.645577, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.734675, Class: 0.991296, Obj: 0.123682, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718157, Class: 0.978965, Obj: 0.080977, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.525381, Class: 0.992482, Obj: 0.050559, No Obj: 0.000138, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856667, Class: 0.999212, Obj: 0.014098, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870383, Class: 0.992285, Obj: 0.009609, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812645, Class: 0.995098, Obj: 0.164067, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2199: 0.345519, 0.428811 avg loss, 0.001000 rate, 3.919990 seconds, 140736 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.646834, Class: 0.978609, Obj: 0.129236, No Obj: 0.000388, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760228, Class: 0.994608, Obj: 0.198875, No Obj: 0.000098, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944634, Class: 0.996691, Obj: 0.292747, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785203, Class: 0.993599, Obj: 0.291605, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679569, Class: 0.992639, Obj: 0.103175, No Obj: 0.000213, .5R: 0.875000, .75R: 0.250000, count: 16 Region 82 Avg IOU: 0.736884, Class: 0.999257, Obj: 0.849409, No Obj: 0.000345, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758165, Class: 0.989142, Obj: 0.250724, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.663447, Class: 0.994936, Obj: 0.026674, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.790471, Class: 0.903560, Obj: 0.009186, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691746, Class: 0.993659, Obj: 0.162066, No Obj: 0.000073, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667148, Class: 0.997541, Obj: 0.273611, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.424275, Class: 0.990866, Obj: 0.001259, No Obj: 0.000427, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.714830, Class: 0.994672, Obj: 0.217953, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.856951, Class: 0.991716, Obj: 0.180608, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.605916, Class: 0.998936, Obj: 0.486338, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713073, Class: 0.993707, Obj: 0.062803, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2200: 0.438812, 0.429811 avg loss, 0.001000 rate, 3.928179 seconds, 140800 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776777, Class: 0.998676, Obj: 0.463708, No Obj: 0.000287, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.741411, Class: 0.996144, Obj: 0.079146, No Obj: 0.000158, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841537, Class: 0.990394, Obj: 0.301701, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739115, Class: 0.993204, Obj: 0.129987, No Obj: 0.000119, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.762206, Class: 0.994535, Obj: 0.415397, No Obj: 0.000524, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.772256, Class: 0.989862, Obj: 0.050714, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.685196, Class: 0.989982, Obj: 0.015859, No Obj: 0.000040, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712626, Class: 0.996097, Obj: 0.178456, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744094, Class: 0.976746, Obj: 0.193854, No Obj: 0.000190, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.604029, Class: 0.993958, Obj: 0.078554, No Obj: 0.000088, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727130, Class: 0.995115, Obj: 0.268695, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759132, Class: 0.995033, Obj: 0.088081, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840880, Class: 0.992448, Obj: 0.239646, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.668674, Class: 0.990407, Obj: 0.086827, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533443, Class: 0.995814, Obj: 0.123414, No Obj: 0.000074, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2201: 0.549658, 0.441796 avg loss, 0.001000 rate, 3.713599 seconds, 140864 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753689, Class: 0.996588, Obj: 0.124321, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940350, Class: 0.996505, Obj: 0.044436, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867381, Class: 0.992187, Obj: 0.140203, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707768, Class: 0.995432, Obj: 0.041442, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695405, Class: 0.983712, Obj: 0.009251, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800075, Class: 0.996869, Obj: 0.211421, No Obj: 0.000139, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770867, Class: 0.994634, Obj: 0.652138, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744534, Class: 0.992821, Obj: 0.089207, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886905, Class: 0.993359, Obj: 0.568665, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808290, Class: 0.995121, Obj: 0.157240, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.599443, Class: 0.992193, Obj: 0.011802, No Obj: 0.000313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733372, Class: 0.995748, Obj: 0.181597, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670721, Class: 0.992278, Obj: 0.003279, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2202: 0.206937, 0.418310 avg loss, 0.001000 rate, 3.915466 seconds, 140928 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.692164, Class: 0.999099, Obj: 0.927368, No Obj: 0.000461, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.781364, Class: 0.997650, Obj: 0.594831, No Obj: 0.000394, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792412, Class: 0.977980, Obj: 0.000747, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.602638, Class: 0.994204, Obj: 0.172652, No Obj: 0.000387, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791771, Class: 0.994417, Obj: 0.200315, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.863248, Class: 0.998276, Obj: 0.666193, No Obj: 0.000507, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797430, Class: 0.987877, Obj: 0.419239, No Obj: 0.000499, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.773738, Class: 0.996981, Obj: 0.231321, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.698047, Class: 0.995457, Obj: 0.042868, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754421, Class: 0.993166, Obj: 0.398703, No Obj: 0.000386, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.653989, Class: 0.990252, Obj: 0.002943, No Obj: 0.000043, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.644308, Class: 0.995889, Obj: 0.819112, No Obj: 0.000361, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.651335, Class: 0.994640, Obj: 0.404540, No Obj: 0.000154, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.575396, Class: 0.992356, Obj: 0.051035, No Obj: 0.000069, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637112, Class: 0.999785, Obj: 0.846023, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751158, Class: 0.996408, Obj: 0.157286, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759177, Class: 0.997907, Obj: 0.080745, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659242, Class: 0.983709, Obj: 0.361440, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770839, Class: 0.997569, Obj: 0.178559, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2203: 0.364440, 0.412923 avg loss, 0.001000 rate, 3.935299 seconds, 140992 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737936, Class: 0.992203, Obj: 0.002549, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.858885, Class: 0.998597, Obj: 0.654136, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664022, Class: 0.997348, Obj: 0.010543, No Obj: 0.000050, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642272, Class: 0.999730, Obj: 0.750975, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814524, Class: 0.994901, Obj: 0.426668, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878385, Class: 0.986077, Obj: 0.453096, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685997, Class: 0.995595, Obj: 0.090852, No Obj: 0.000115, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680844, Class: 0.993651, Obj: 0.237633, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.703142, Class: 0.995310, Obj: 0.112982, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771047, Class: 0.996319, Obj: 0.342044, No Obj: 0.000409, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.762719, Class: 0.997713, Obj: 0.406672, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.645538, Class: 0.998913, Obj: 0.809144, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566793, Class: 0.995944, Obj: 0.051088, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.733740, Class: 0.987814, Obj: 0.001949, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676505, Class: 0.996554, Obj: 0.009816, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2204: 0.333735, 0.405004 avg loss, 0.001000 rate, 3.920610 seconds, 141056 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863563, Class: 0.991323, Obj: 0.108742, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753729, Class: 0.992781, Obj: 0.007333, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000334, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762440, Class: 0.993147, Obj: 0.504213, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808513, Class: 0.994459, Obj: 0.056840, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699119, Class: 0.995599, Obj: 0.308710, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756418, Class: 0.995344, Obj: 0.119677, No Obj: 0.000059, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806279, Class: 0.998837, Obj: 0.643311, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.775909, Class: 0.996713, Obj: 0.146047, No Obj: 0.000117, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815704, Class: 0.997777, Obj: 0.440175, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.837072, Class: 0.994124, Obj: 0.156406, No Obj: 0.000130, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612632, Class: 0.996880, Obj: 0.288956, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745309, Class: 0.996575, Obj: 0.052582, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689991, Class: 0.992757, Obj: 0.027976, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751582, Class: 0.984010, Obj: 0.092222, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790802, Class: 0.998273, Obj: 0.044868, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2205: 0.343454, 0.398849 avg loss, 0.001000 rate, 3.928521 seconds, 141120 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793061, Class: 0.999471, Obj: 0.898585, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705201, Class: 0.994180, Obj: 0.036355, No Obj: 0.000056, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871169, Class: 0.994166, Obj: 0.042778, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825190, Class: 0.996150, Obj: 0.101650, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724305, Class: 0.996817, Obj: 0.208111, No Obj: 0.000115, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684223, Class: 0.996101, Obj: 0.118599, No Obj: 0.000067, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.883124, Class: 0.996747, Obj: 0.073635, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817415, Class: 0.996264, Obj: 0.198147, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823641, Class: 0.978143, Obj: 0.155113, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615049, Class: 0.993426, Obj: 0.069114, No Obj: 0.000036, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628518, Class: 0.993280, Obj: 0.021917, No Obj: 0.000045, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732438, Class: 0.982872, Obj: 0.132437, No Obj: 0.000306, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.738395, Class: 0.994310, Obj: 0.015075, No Obj: 0.000059, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2206: 0.490691, 0.408033 avg loss, 0.001000 rate, 3.911619 seconds, 141184 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743967, Class: 0.992204, Obj: 0.031256, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692853, Class: 0.990500, Obj: 0.146091, No Obj: 0.000140, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718371, Class: 0.995531, Obj: 0.147315, No Obj: 0.000112, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665479, Class: 0.995935, Obj: 0.072606, No Obj: 0.000048, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886390, Class: 0.988744, Obj: 0.233951, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710926, Class: 0.992252, Obj: 0.044679, No Obj: 0.000039, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761036, Class: 0.988354, Obj: 0.065519, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815105, Class: 0.995760, Obj: 0.632288, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740864, Class: 0.996138, Obj: 0.236788, No Obj: 0.000128, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.695135, Class: 0.914945, Obj: 0.289137, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.845073, Class: 0.995597, Obj: 0.631422, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.773292, Class: 0.986861, Obj: 0.102594, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2207: 0.364924, 0.403723 avg loss, 0.001000 rate, 3.925508 seconds, 141248 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.693273, Class: 0.998365, Obj: 0.808395, No Obj: 0.000443, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796461, Class: 0.996677, Obj: 0.095175, No Obj: 0.000067, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644938, Class: 0.994151, Obj: 0.193542, No Obj: 0.000147, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719813, Class: 0.989718, Obj: 0.197732, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.821141, Class: 0.995591, Obj: 0.144209, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742490, Class: 0.995033, Obj: 0.116103, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697331, Class: 0.996002, Obj: 0.032059, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753505, Class: 0.997239, Obj: 0.116759, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831456, Class: 0.999394, Obj: 0.044746, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749767, Class: 0.996784, Obj: 0.310696, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725387, Class: 0.996104, Obj: 0.200713, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760519, Class: 0.983279, Obj: 0.294342, No Obj: 0.000337, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.528643, Class: 0.995476, Obj: 0.075531, No Obj: 0.000041, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2208: 0.416337, 0.404984 avg loss, 0.001000 rate, 3.923251 seconds, 141312 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810121, Class: 0.988307, Obj: 0.172830, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712993, Class: 0.991998, Obj: 0.135082, No Obj: 0.000143, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745574, Class: 0.868394, Obj: 0.168423, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754479, Class: 0.992449, Obj: 0.144374, No Obj: 0.000170, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747254, Class: 0.964696, Obj: 0.000995, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708063, Class: 0.995264, Obj: 0.221318, No Obj: 0.000128, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885148, Class: 0.985707, Obj: 0.281268, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811822, Class: 0.999177, Obj: 0.318495, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.835419, Class: 0.994627, Obj: 0.866387, No Obj: 0.000785, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.749007, Class: 0.988401, Obj: 0.484719, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783470, Class: 0.995881, Obj: 0.085959, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760093, Class: 0.995487, Obj: 0.090261, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803550, Class: 0.999759, Obj: 0.672991, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830821, Class: 0.996760, Obj: 0.193451, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2209: 0.298643, 0.394350 avg loss, 0.001000 rate, 3.928344 seconds, 141376 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703346, Class: 0.995495, Obj: 0.038877, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.637729, Class: 0.995489, Obj: 0.374376, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606704, Class: 0.991442, Obj: 0.056713, No Obj: 0.000081, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653728, Class: 0.999596, Obj: 0.351557, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688204, Class: 0.993755, Obj: 0.073607, No Obj: 0.000110, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629323, Class: 0.988636, Obj: 0.067227, No Obj: 0.000131, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.844470, Class: 0.999452, Obj: 0.517966, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.728902, Class: 0.999402, Obj: 0.603360, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.803721, Class: 0.997162, Obj: 0.031932, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772842, Class: 0.986490, Obj: 0.126636, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819057, Class: 0.997427, Obj: 0.291749, No Obj: 0.000199, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756971, Class: 0.990411, Obj: 0.398280, No Obj: 0.000247, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.681630, Class: 0.995937, Obj: 0.197783, No Obj: 0.000116, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760867, Class: 0.993742, Obj: 0.335871, No Obj: 0.000234, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792097, Class: 0.996716, Obj: 0.146454, No Obj: 0.000162, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2210: 0.503115, 0.405226 avg loss, 0.001000 rate, 3.923663 seconds, 141440 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710979, Class: 0.997409, Obj: 0.199591, No Obj: 0.000151, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897055, Class: 0.995028, Obj: 0.173632, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705876, Class: 0.994496, Obj: 0.057463, No Obj: 0.000125, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918776, Class: 0.996487, Obj: 0.787078, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701505, Class: 0.996137, Obj: 0.308451, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792203, Class: 0.995558, Obj: 0.166269, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.578528, Class: 0.998744, Obj: 0.567973, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768466, Class: 0.983078, Obj: 0.049299, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686608, Class: 0.995746, Obj: 0.233688, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.565457, Class: 0.995880, Obj: 0.188237, No Obj: 0.000127, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875764, Class: 0.999610, Obj: 0.708424, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794888, Class: 0.994094, Obj: 0.134883, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748390, Class: 0.995749, Obj: 0.035301, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.667136, Class: 0.995342, Obj: 0.012749, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2211: 0.373236, 0.402027 avg loss, 0.001000 rate, 3.911759 seconds, 141504 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839286, Class: 0.998652, Obj: 0.489314, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638995, Class: 0.995102, Obj: 0.107739, No Obj: 0.000088, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.776350, Class: 0.982533, Obj: 0.002764, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730577, Class: 0.990855, Obj: 0.068089, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711458, Class: 0.991542, Obj: 0.078199, No Obj: 0.000132, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827788, Class: 0.996634, Obj: 0.156900, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.500391, Class: 0.993273, Obj: 0.088757, No Obj: 0.000075, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.693457, Class: 0.998343, Obj: 0.243699, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.829845, Class: 0.992497, Obj: 0.363650, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.882838, Class: 0.996091, Obj: 0.349413, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717647, Class: 0.995520, Obj: 0.097058, No Obj: 0.000096, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801478, Class: 0.987596, Obj: 0.526646, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763786, Class: 0.995361, Obj: 0.331950, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766636, Class: 0.999532, Obj: 0.252211, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733715, Class: 0.995593, Obj: 0.386956, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2212: 0.447062, 0.406531 avg loss, 0.001000 rate, 3.940439 seconds, 141568 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799070, Class: 0.993824, Obj: 0.509881, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650975, Class: 0.994729, Obj: 0.039184, No Obj: 0.000032, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814485, Class: 0.998967, Obj: 0.708946, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750640, Class: 0.997714, Obj: 0.158355, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.528963, Class: 0.994800, Obj: 0.051968, No Obj: 0.000037, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541009, Class: 0.988528, Obj: 0.014245, No Obj: 0.000040, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666161, Class: 0.996331, Obj: 0.093450, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802784, Class: 0.989188, Obj: 0.021498, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759728, Class: 0.993594, Obj: 0.033617, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804306, Class: 0.996738, Obj: 0.097556, No Obj: 0.000130, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.577924, Class: 0.992000, Obj: 0.060856, No Obj: 0.000075, .5R: 0.600000, .75R: 0.000000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2213: 0.377417, 0.403619 avg loss, 0.001000 rate, 3.908731 seconds, 141632 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773852, Class: 0.987788, Obj: 0.031377, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647418, Class: 0.994398, Obj: 0.134001, No Obj: 0.000109, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859075, Class: 0.999899, Obj: 0.455914, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765726, Class: 0.998917, Obj: 0.335818, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866604, Class: 0.995182, Obj: 0.036436, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748382, Class: 0.990341, Obj: 0.077221, No Obj: 0.000073, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777709, Class: 0.997786, Obj: 0.354354, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705316, Class: 0.995394, Obj: 0.099166, No Obj: 0.000126, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842480, Class: 0.987320, Obj: 0.476168, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717112, Class: 0.993692, Obj: 0.106269, No Obj: 0.000141, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824205, Class: 0.991966, Obj: 0.147149, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.710019, Class: 0.995667, Obj: 0.190604, No Obj: 0.000128, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696222, Class: 0.988497, Obj: 0.001754, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.849009, Class: 0.996365, Obj: 0.257715, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2214: 0.440836, 0.407341 avg loss, 0.001000 rate, 3.923771 seconds, 141696 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.878420, Class: 0.987250, Obj: 0.355855, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738667, Class: 0.992639, Obj: 0.202371, No Obj: 0.000134, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666736, Class: 0.992082, Obj: 0.082737, No Obj: 0.000112, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.754669, Class: 0.985583, Obj: 0.586541, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.923129, Class: 0.998515, Obj: 0.350241, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.490434, Class: 0.996344, Obj: 0.012501, No Obj: 0.000044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863868, Class: 0.988073, Obj: 0.023661, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.771428, Class: 0.991454, Obj: 0.252822, No Obj: 0.000175, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820619, Class: 0.999636, Obj: 0.162923, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796217, Class: 0.997724, Obj: 0.281331, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720193, Class: 0.992383, Obj: 0.088879, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872431, Class: 0.984449, Obj: 0.017825, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.696182, Class: 0.997820, Obj: 0.111573, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.751289, Class: 0.997824, Obj: 0.354330, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613283, Class: 0.996027, Obj: 0.148632, No Obj: 0.000040, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2215: 0.444021, 0.411009 avg loss, 0.001000 rate, 3.904359 seconds, 141760 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.828160, Class: 0.998051, Obj: 0.458199, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.767255, Class: 0.990893, Obj: 0.256872, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783594, Class: 0.995605, Obj: 0.068920, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711836, Class: 0.993297, Obj: 0.224771, No Obj: 0.000117, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718400, Class: 0.993791, Obj: 0.044813, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762737, Class: 0.993155, Obj: 0.007912, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845291, Class: 0.992620, Obj: 0.401768, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798616, Class: 0.998709, Obj: 0.249286, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704931, Class: 0.990994, Obj: 0.063482, No Obj: 0.000164, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: 0.868858, Class: 0.988586, Obj: 0.079269, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824692, Class: 0.991945, Obj: 0.638989, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777881, Class: 0.993227, Obj: 0.154528, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.665783, Class: 0.974800, Obj: 0.000039, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712522, Class: 0.997379, Obj: 0.056864, No Obj: 0.000100, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823451, Class: 0.998317, Obj: 0.284592, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739804, Class: 0.995825, Obj: 0.142309, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2216: 0.433211, 0.413229 avg loss, 0.001000 rate, 3.906055 seconds, 141824 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838604, Class: 0.974234, Obj: 0.038624, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.534238, Class: 0.993465, Obj: 0.000919, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793193, Class: 0.990429, Obj: 0.709627, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649448, Class: 0.996034, Obj: 0.187475, No Obj: 0.000197, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.670179, Class: 0.990785, Obj: 0.041078, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593655, Class: 0.997089, Obj: 0.076716, No Obj: 0.000092, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783498, Class: 0.999087, Obj: 0.356508, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718627, Class: 0.997270, Obj: 0.274285, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823090, Class: 0.998956, Obj: 0.004500, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738230, Class: 0.997705, Obj: 0.307755, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801867, Class: 0.999522, Obj: 0.237700, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724000, Class: 0.993648, Obj: 0.052667, No Obj: 0.000122, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.643640, Class: 0.993494, Obj: 0.038067, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659224, Class: 0.995242, Obj: 0.022038, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714925, Class: 0.993593, Obj: 0.221178, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2217: 0.505544, 0.422461 avg loss, 0.001000 rate, 3.917602 seconds, 141888 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917208, Class: 0.999872, Obj: 0.890594, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765258, Class: 0.999223, Obj: 0.322310, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773613, Class: 0.994786, Obj: 0.147704, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767090, Class: 0.996249, Obj: 0.078608, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.696187, Class: 0.985827, Obj: 0.407142, No Obj: 0.000391, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.748572, Class: 0.998572, Obj: 0.234653, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708383, Class: 0.994247, Obj: 0.137897, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732388, Class: 0.996472, Obj: 0.477005, No Obj: 0.000189, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744681, Class: 0.983446, Obj: 0.248543, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666582, Class: 0.996705, Obj: 0.011593, No Obj: 0.000066, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.735241, Class: 0.992947, Obj: 0.073926, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.837632, Class: 0.999075, Obj: 0.887734, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649320, Class: 0.996360, Obj: 0.144971, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840496, Class: 0.993505, Obj: 0.323586, No Obj: 0.000203, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.754538, Class: 0.995244, Obj: 0.169636, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629805, Class: 0.971077, Obj: 0.007802, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.673157, Class: 0.996263, Obj: 0.024009, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2218: 0.359620, 0.416177 avg loss, 0.001000 rate, 3.912990 seconds, 141952 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742909, Class: 0.997882, Obj: 0.177438, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851646, Class: 0.999774, Obj: 0.463106, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819362, Class: 0.994490, Obj: 0.074336, No Obj: 0.000111, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684558, Class: 0.999428, Obj: 0.005314, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715598, Class: 0.995753, Obj: 0.063373, No Obj: 0.000151, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.656543, Class: 0.989363, Obj: 0.128970, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745557, Class: 0.995838, Obj: 0.235723, No Obj: 0.000213, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.722016, Class: 0.987608, Obj: 0.049610, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801622, Class: 0.994074, Obj: 0.198283, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830387, Class: 0.997326, Obj: 0.073470, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732459, Class: 0.993315, Obj: 0.471262, No Obj: 0.000412, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.703790, Class: 0.995714, Obj: 0.084713, No Obj: 0.000114, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827592, Class: 0.996084, Obj: 0.847956, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724424, Class: 0.997209, Obj: 0.112404, No Obj: 0.000110, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647804, Class: 0.991073, Obj: 0.186853, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2219: 0.488901, 0.423449 avg loss, 0.001000 rate, 3.916437 seconds, 142016 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.886651, Class: 0.997275, Obj: 0.163801, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.753663, Class: 0.988220, Obj: 0.279510, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613076, Class: 0.996744, Obj: 0.105381, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760237, Class: 0.995699, Obj: 0.165144, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797844, Class: 0.996473, Obj: 0.028209, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.782369, Class: 0.999387, Obj: 0.650620, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.857512, Class: 0.999076, Obj: 0.551887, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581014, Class: 0.998948, Obj: 0.159300, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699518, Class: 0.997159, Obj: 0.174697, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.633401, Class: 0.994545, Obj: 0.062299, No Obj: 0.000146, .5R: 0.727273, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676936, Class: 0.995619, Obj: 0.073319, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782468, Class: 0.983413, Obj: 0.302544, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724636, Class: 0.997351, Obj: 0.270615, No Obj: 0.000145, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778288, Class: 0.995939, Obj: 0.404954, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713589, Class: 0.995960, Obj: 0.181199, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912919, Class: 0.999627, Obj: 0.114158, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701514, Class: 0.995385, Obj: 0.145429, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2220: 0.410812, 0.422185 avg loss, 0.001000 rate, 3.905158 seconds, 142080 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830208, Class: 0.995125, Obj: 0.005783, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842864, Class: 0.997945, Obj: 0.347964, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840931, Class: 0.987709, Obj: 0.133588, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.734537, Class: 0.998876, Obj: 0.241859, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.800283, Class: 0.961746, Obj: 0.001581, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.848167, Class: 0.944059, Obj: 0.034791, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.673024, Class: 0.996739, Obj: 0.276870, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729821, Class: 0.999457, Obj: 0.793214, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741557, Class: 0.998713, Obj: 0.105765, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744562, Class: 0.993579, Obj: 0.143642, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670354, Class: 0.994250, Obj: 0.072639, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878025, Class: 0.999348, Obj: 0.604023, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788148, Class: 0.998337, Obj: 0.187066, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2221: 0.253969, 0.405364 avg loss, 0.001000 rate, 3.903270 seconds, 142144 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.501676, Class: 0.998406, Obj: 0.048815, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.801278, Class: 0.998150, Obj: 0.074381, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863504, Class: 0.975842, Obj: 0.245493, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574762, Class: 0.995296, Obj: 0.213588, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.585366, Class: 0.997360, Obj: 0.020339, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785687, Class: 0.990189, Obj: 0.264510, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557839, Class: 0.994836, Obj: 0.009151, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820564, Class: 0.993679, Obj: 0.633680, No Obj: 0.000390, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.628577, Class: 0.999225, Obj: 0.001000, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799302, Class: 0.995741, Obj: 0.133667, No Obj: 0.000378, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.611078, Class: 0.992220, Obj: 0.170683, No Obj: 0.000116, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.731048, Class: 0.951016, Obj: 0.126620, No Obj: 0.000260, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.706617, Class: 0.999633, Obj: 0.784540, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667575, Class: 0.998078, Obj: 0.112187, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816229, Class: 0.985130, Obj: 0.595623, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798524, Class: 0.995682, Obj: 0.117317, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2222: 0.271154, 0.391943 avg loss, 0.001000 rate, 3.903646 seconds, 142208 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800301, Class: 0.982720, Obj: 0.152230, No Obj: 0.000069, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704208, Class: 0.996662, Obj: 0.119682, No Obj: 0.000087, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.753188, Class: 0.997254, Obj: 0.065715, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.725547, Class: 0.983490, Obj: 0.051830, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732401, Class: 0.997317, Obj: 0.092145, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746259, Class: 0.996491, Obj: 0.051776, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759911, Class: 0.994444, Obj: 0.767109, No Obj: 0.000247, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694506, Class: 0.998179, Obj: 0.276730, No Obj: 0.000053, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804144, Class: 0.992792, Obj: 0.434224, No Obj: 0.000377, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.826451, Class: 0.998140, Obj: 0.156367, No Obj: 0.000102, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857412, Class: 0.998210, Obj: 0.076730, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667251, Class: 0.993836, Obj: 0.383693, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624811, Class: 0.998432, Obj: 0.027302, No Obj: 0.000041, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2223: 0.350403, 0.387789 avg loss, 0.001000 rate, 3.890630 seconds, 142272 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677336, Class: 0.992792, Obj: 0.058507, No Obj: 0.000061, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.702067, Class: 0.983560, Obj: 0.006741, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677797, Class: 0.998653, Obj: 0.065638, No Obj: 0.000053, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863753, Class: 0.996384, Obj: 0.655579, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.676876, Class: 0.994950, Obj: 0.050649, No Obj: 0.000041, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724644, Class: 0.995679, Obj: 0.555523, No Obj: 0.000276, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.595361, Class: 0.992252, Obj: 0.061490, No Obj: 0.000064, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734398, Class: 0.997325, Obj: 0.129206, No Obj: 0.000109, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854963, Class: 0.997062, Obj: 0.245742, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808262, Class: 0.996735, Obj: 0.206582, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776944, Class: 0.996694, Obj: 0.181487, No Obj: 0.000162, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749938, Class: 0.997161, Obj: 0.247097, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2224: 0.453675, 0.394378 avg loss, 0.001000 rate, 3.908306 seconds, 142336 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712591, Class: 0.999689, Obj: 0.119557, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.779719, Class: 0.998076, Obj: 0.305464, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.877134, Class: 0.993503, Obj: 0.710375, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724501, Class: 0.997953, Obj: 0.363798, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845926, Class: 0.998010, Obj: 0.884909, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773036, Class: 0.998235, Obj: 0.224203, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919240, Class: 0.999901, Obj: 0.909562, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661931, Class: 0.998713, Obj: 0.091053, No Obj: 0.000092, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715177, Class: 0.998590, Obj: 0.003584, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.600919, Class: 0.976658, Obj: 0.005633, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698902, Class: 0.994009, Obj: 0.028129, No Obj: 0.000035, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936432, Class: 0.998222, Obj: 0.550805, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841817, Class: 0.996553, Obj: 0.227297, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902334, Class: 0.998319, Obj: 0.200577, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744117, Class: 0.996139, Obj: 0.111644, No Obj: 0.000064, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2225: 0.291196, 0.384059 avg loss, 0.001000 rate, 3.897258 seconds, 142400 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710225, Class: 0.997285, Obj: 0.130286, No Obj: 0.000090, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678324, Class: 0.989092, Obj: 0.383002, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.834044, Class: 0.995395, Obj: 0.086319, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.693960, Class: 0.993018, Obj: 0.019451, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602139, Class: 0.997949, Obj: 0.291958, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824528, Class: 0.988884, Obj: 0.554881, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731506, Class: 0.996020, Obj: 0.112545, No Obj: 0.000099, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832377, Class: 0.990299, Obj: 0.412603, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.847901, Class: 0.999544, Obj: 0.450162, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661912, Class: 0.990085, Obj: 0.101970, No Obj: 0.000130, .5R: 0.916667, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697568, Class: 0.997244, Obj: 0.199119, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736481, Class: 0.989723, Obj: 0.155551, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844095, Class: 0.994215, Obj: 0.250376, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811307, Class: 0.996611, Obj: 0.036206, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2226: 0.403231, 0.385977 avg loss, 0.001000 rate, 3.902551 seconds, 142464 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825871, Class: 0.996725, Obj: 0.359385, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.679128, Class: 0.996180, Obj: 0.080272, No Obj: 0.000104, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.603611, Class: 0.999617, Obj: 0.895624, No Obj: 0.000332, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.886787, Class: 0.999516, Obj: 0.011140, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835428, Class: 0.998060, Obj: 0.163499, No Obj: 0.000146, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859529, Class: 0.997394, Obj: 0.367685, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720605, Class: 0.992501, Obj: 0.081341, No Obj: 0.000105, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822473, Class: 0.993719, Obj: 0.785688, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722820, Class: 0.997768, Obj: 0.228886, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825992, Class: 0.998808, Obj: 0.461806, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.559162, Class: 0.983925, Obj: 0.119116, No Obj: 0.000050, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901890, Class: 0.999837, Obj: 0.819737, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781112, Class: 0.993715, Obj: 0.058276, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.902137, Class: 0.999296, Obj: 0.573257, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.890114, Class: 0.994579, Obj: 0.044535, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686700, Class: 0.995988, Obj: 0.136467, No Obj: 0.000103, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804849, Class: 0.999726, Obj: 0.956538, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728518, Class: 0.995928, Obj: 0.197577, No Obj: 0.000211, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2227: 0.419277, 0.389307 avg loss, 0.001000 rate, 3.903570 seconds, 142528 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822545, Class: 0.993232, Obj: 0.359405, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.722806, Class: 0.996827, Obj: 0.055058, No Obj: 0.000198, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801675, Class: 0.974051, Obj: 0.298172, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843305, Class: 0.988485, Obj: 0.062327, No Obj: 0.000289, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.740207, Class: 0.995082, Obj: 0.160228, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741663, Class: 0.998960, Obj: 0.111262, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.744303, Class: 0.984988, Obj: 0.722602, No Obj: 0.000399, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.695835, Class: 0.999839, Obj: 0.465209, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.829819, Class: 0.997338, Obj: 0.168675, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720185, Class: 0.991918, Obj: 0.261170, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.737059, Class: 0.995383, Obj: 0.204679, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771855, Class: 0.997650, Obj: 0.303144, No Obj: 0.000302, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.924367, Class: 0.999073, Obj: 0.560313, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840927, Class: 0.995246, Obj: 0.254470, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707060, Class: 0.997270, Obj: 0.271117, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2228: 0.406816, 0.391058 avg loss, 0.001000 rate, 3.887362 seconds, 142592 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870554, Class: 0.996563, Obj: 0.231022, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706817, Class: 0.996816, Obj: 0.268936, No Obj: 0.000260, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687635, Class: 0.990900, Obj: 0.145495, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809700, Class: 0.998553, Obj: 0.440346, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937784, Class: 0.999755, Obj: 0.802800, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654212, Class: 0.993518, Obj: 0.131594, No Obj: 0.000090, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813557, Class: 0.998575, Obj: 0.365862, No Obj: 0.000177, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828173, Class: 0.998872, Obj: 0.116962, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796212, Class: 0.997364, Obj: 0.165274, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926061, Class: 0.993238, Obj: 0.394747, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807408, Class: 0.998879, Obj: 0.347482, No Obj: 0.000187, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2229: 0.306606, 0.382612 avg loss, 0.001000 rate, 3.906432 seconds, 142656 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764211, Class: 0.993959, Obj: 0.040470, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803231, Class: 0.997611, Obj: 0.323740, No Obj: 0.000279, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823483, Class: 0.998325, Obj: 0.538990, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.783986, Class: 0.996913, Obj: 0.176974, No Obj: 0.000206, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787806, Class: 0.996498, Obj: 0.397290, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713284, Class: 0.997739, Obj: 0.020406, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827374, Class: 0.995551, Obj: 0.119994, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813859, Class: 0.996211, Obj: 0.390100, No Obj: 0.000259, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760584, Class: 0.997104, Obj: 0.139416, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675475, Class: 0.997241, Obj: 0.204603, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850990, Class: 0.999894, Obj: 0.944715, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742320, Class: 0.992444, Obj: 0.136534, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.944563, Class: 0.994267, Obj: 0.672402, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2230: 0.338844, 0.378236 avg loss, 0.001000 rate, 3.904526 seconds, 142720 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000295, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803900, Class: 0.997766, Obj: 0.000524, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698815, Class: 0.994405, Obj: 0.007556, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000362, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733497, Class: 0.992351, Obj: 0.040914, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.703450, Class: 0.991477, Obj: 0.200174, No Obj: 0.000161, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812980, Class: 0.999066, Obj: 0.462395, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741320, Class: 0.997539, Obj: 0.158341, No Obj: 0.000187, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855723, Class: 0.999843, Obj: 0.672077, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808986, Class: 0.998621, Obj: 0.187653, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908764, Class: 0.999310, Obj: 0.861804, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837701, Class: 0.994782, Obj: 0.234527, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628067, Class: 0.998154, Obj: 0.186979, No Obj: 0.000104, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866059, Class: 0.997477, Obj: 0.077904, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633281, Class: 0.998563, Obj: 0.215251, No Obj: 0.000060, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2231: 0.353224, 0.375734 avg loss, 0.001000 rate, 3.882315 seconds, 142784 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848959, Class: 0.999636, Obj: 0.396805, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.830969, Class: 0.997622, Obj: 0.088250, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.784358, Class: 0.975011, Obj: 0.004718, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.701012, Class: 0.992570, Obj: 0.388245, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706454, Class: 0.994694, Obj: 0.120775, No Obj: 0.000085, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.784026, Class: 0.999125, Obj: 0.729791, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758918, Class: 0.996726, Obj: 0.090478, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937365, Class: 0.999364, Obj: 0.832450, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780895, Class: 0.995603, Obj: 0.090543, No Obj: 0.000072, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.790044, Class: 0.997219, Obj: 0.035387, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801263, Class: 0.998257, Obj: 0.001505, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745564, Class: 0.995113, Obj: 0.223828, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.845234, Class: 0.996634, Obj: 0.195284, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735488, Class: 0.988265, Obj: 0.008657, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837235, Class: 0.985356, Obj: 0.079183, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.758919, Class: 0.996366, Obj: 0.172245, No Obj: 0.000167, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834932, Class: 0.992349, Obj: 0.393340, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693460, Class: 0.996752, Obj: 0.177986, No Obj: 0.000121, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2232: 0.495178, 0.387679 avg loss, 0.001000 rate, 3.898810 seconds, 142848 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799724, Class: 0.998801, Obj: 0.127156, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744163, Class: 0.994257, Obj: 0.154486, No Obj: 0.000061, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.895080, Class: 0.985263, Obj: 0.407970, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772732, Class: 0.992483, Obj: 0.403407, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607680, Class: 0.998153, Obj: 0.219149, No Obj: 0.000075, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.907795, Class: 0.991819, Obj: 0.009985, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.910178, Class: 0.995618, Obj: 0.338930, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.910275, Class: 0.988340, Obj: 0.231982, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695249, Class: 0.994227, Obj: 0.093308, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.891950, Class: 0.988937, Obj: 0.143922, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762980, Class: 0.989731, Obj: 0.030375, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671344, Class: 0.999571, Obj: 0.336736, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769593, Class: 0.980472, Obj: 0.161139, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.622357, Class: 0.985400, Obj: 0.393681, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.610460, Class: 0.937090, Obj: 0.010851, No Obj: 0.000038, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.719123, Class: 0.991733, Obj: 0.013310, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2233: 0.274517, 0.376363 avg loss, 0.001000 rate, 3.896733 seconds, 142912 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.786438, Class: 0.978212, Obj: 0.033864, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678474, Class: 0.996081, Obj: 0.072398, No Obj: 0.000076, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738762, Class: 0.993720, Obj: 0.013825, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.737837, Class: 0.996554, Obj: 0.110241, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816472, Class: 0.992368, Obj: 0.165340, No Obj: 0.000037, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598018, Class: 0.992312, Obj: 0.185093, No Obj: 0.000054, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800712, Class: 0.991831, Obj: 0.106549, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687277, Class: 0.993290, Obj: 0.170539, No Obj: 0.000117, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791779, Class: 0.998995, Obj: 0.249821, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.783240, Class: 0.996957, Obj: 0.000530, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778237, Class: 0.993564, Obj: 0.089032, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651806, Class: 0.996977, Obj: 0.058180, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699130, Class: 0.993364, Obj: 0.004502, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2234: 0.423422, 0.381068 avg loss, 0.001000 rate, 3.903973 seconds, 142976 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.835768, Class: 0.948026, Obj: 0.708095, No Obj: 0.000460, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.873798, Class: 0.999551, Obj: 0.528600, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739628, Class: 0.988842, Obj: 0.164960, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786970, Class: 0.997668, Obj: 0.032399, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800699, Class: 0.995726, Obj: 0.074247, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737230, Class: 0.996490, Obj: 0.127913, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696381, Class: 0.995101, Obj: 0.070465, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814170, Class: 0.997122, Obj: 0.146381, No Obj: 0.000129, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695997, Class: 0.991022, Obj: 0.151460, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.687898, Class: 0.996231, Obj: 0.136236, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.538525, Class: 0.995325, Obj: 0.030914, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.899362, Class: 0.994590, Obj: 0.078402, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724242, Class: 0.996679, Obj: 0.386319, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791303, Class: 0.995851, Obj: 0.226412, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2235: 0.316214, 0.374583 avg loss, 0.001000 rate, 3.902719 seconds, 143040 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769234, Class: 0.989542, Obj: 0.117672, No Obj: 0.000248, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.807287, Class: 0.995426, Obj: 0.153366, No Obj: 0.000093, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516603, Class: 0.993979, Obj: 0.159856, No Obj: 0.000044, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.684118, Class: 0.998440, Obj: 0.536879, No Obj: 0.000346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704871, Class: 0.991254, Obj: 0.036188, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.870164, Class: 0.999452, Obj: 0.385513, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.681004, Class: 0.993106, Obj: 0.032870, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857808, Class: 0.971207, Obj: 0.027736, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655809, Class: 0.997585, Obj: 0.015306, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729620, Class: 0.995723, Obj: 0.178770, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717574, Class: 0.996874, Obj: 0.070521, No Obj: 0.000075, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777828, Class: 0.997992, Obj: 0.010918, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747792, Class: 0.995573, Obj: 0.050461, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2236: 0.285527, 0.365677 avg loss, 0.001000 rate, 3.901721 seconds, 143104 images Loaded: 0.000070 seconds Region 82 Avg IOU: 0.706290, Class: 0.969392, Obj: 0.224394, No Obj: 0.000361, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809883, Class: 0.997221, Obj: 0.043659, No Obj: 0.000051, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886187, Class: 0.998319, Obj: 0.866365, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.572714, Class: 0.924802, Obj: 0.070233, No Obj: 0.000051, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740784, Class: 0.992853, Obj: 0.049588, No Obj: 0.000037, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887928, Class: 0.996556, Obj: 0.152036, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831522, Class: 0.996057, Obj: 0.123500, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819960, Class: 0.987682, Obj: 0.011071, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643285, Class: 0.998394, Obj: 0.080639, No Obj: 0.000043, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781672, Class: 0.989339, Obj: 0.022890, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591122, Class: 0.992074, Obj: 0.139418, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.816584, Class: 0.998357, Obj: 0.036571, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716306, Class: 0.997058, Obj: 0.143700, No Obj: 0.000075, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2237: 0.340909, 0.363201 avg loss, 0.001000 rate, 3.905787 seconds, 143168 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778926, Class: 0.994921, Obj: 0.105735, No Obj: 0.000121, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.713939, Class: 0.957214, Obj: 0.031575, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.763000, Class: 0.998762, Obj: 0.109087, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668772, Class: 0.995607, Obj: 0.244906, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.840521, Class: 0.990905, Obj: 0.357849, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.743676, Class: 0.999514, Obj: 0.415893, No Obj: 0.000234, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795843, Class: 0.997880, Obj: 0.102008, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812289, Class: 0.994667, Obj: 0.322342, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699216, Class: 0.995774, Obj: 0.204857, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870602, Class: 0.995922, Obj: 0.154431, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870898, Class: 0.994681, Obj: 0.208216, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.634147, Class: 0.997256, Obj: 0.519918, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872556, Class: 0.995004, Obj: 0.848858, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856857, Class: 0.997571, Obj: 0.208213, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767120, Class: 0.993229, Obj: 0.413888, No Obj: 0.000184, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.714010, Class: 0.994977, Obj: 0.011581, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2238: 0.281632, 0.355044 avg loss, 0.001000 rate, 3.902296 seconds, 143232 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927770, Class: 0.998614, Obj: 0.704993, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714114, Class: 0.992077, Obj: 0.065843, No Obj: 0.000083, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683680, Class: 0.987802, Obj: 0.009319, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.604376, Class: 0.995680, Obj: 0.118533, No Obj: 0.000088, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809756, Class: 0.995392, Obj: 0.180320, No Obj: 0.000177, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.801585, Class: 0.996306, Obj: 0.191797, No Obj: 0.000134, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638834, Class: 0.997124, Obj: 0.014422, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.624325, Class: 0.994171, Obj: 0.055343, No Obj: 0.000105, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797263, Class: 0.997848, Obj: 0.155328, No Obj: 0.000138, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762442, Class: 0.986110, Obj: 0.397588, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745457, Class: 0.998096, Obj: 0.288592, No Obj: 0.000138, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739596, Class: 0.997990, Obj: 0.247662, No Obj: 0.000132, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888715, Class: 0.991480, Obj: 0.609004, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788427, Class: 0.997709, Obj: 0.243867, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2239: 0.448553, 0.364395 avg loss, 0.001000 rate, 3.902371 seconds, 143296 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717983, Class: 0.992577, Obj: 0.035962, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714777, Class: 0.998338, Obj: 0.248102, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898103, Class: 0.993882, Obj: 0.112805, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793512, Class: 0.995041, Obj: 0.137420, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.717751, Class: 0.992924, Obj: 0.109653, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721795, Class: 0.996656, Obj: 0.366348, No Obj: 0.000158, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774204, Class: 0.998603, Obj: 0.363434, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855052, Class: 0.992127, Obj: 0.011746, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692779, Class: 0.996676, Obj: 0.095000, No Obj: 0.000144, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.829922, Class: 0.998075, Obj: 0.694793, No Obj: 0.000369, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675339, Class: 0.993346, Obj: 0.125759, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.610472, Class: 0.996350, Obj: 0.221174, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.868756, Class: 0.994701, Obj: 0.756432, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711027, Class: 0.997831, Obj: 0.086975, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850994, Class: 0.992169, Obj: 0.794899, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809665, Class: 0.996962, Obj: 0.188812, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2240: 0.362620, 0.364217 avg loss, 0.001000 rate, 3.902634 seconds, 143360 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813650, Class: 0.996715, Obj: 0.171036, No Obj: 0.000144, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819004, Class: 0.995711, Obj: 0.720956, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.876396, Class: 0.998952, Obj: 0.038994, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768837, Class: 0.994274, Obj: 0.182864, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736611, Class: 0.994892, Obj: 0.277036, No Obj: 0.000286, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.731255, Class: 0.994973, Obj: 0.180008, No Obj: 0.000161, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827515, Class: 0.996618, Obj: 0.289960, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800128, Class: 0.996421, Obj: 0.060855, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.498265, Class: 0.993110, Obj: 0.122272, No Obj: 0.000061, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931737, Class: 0.997974, Obj: 0.049182, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704447, Class: 0.997200, Obj: 0.076581, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783327, Class: 0.990037, Obj: 0.473165, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738465, Class: 0.998658, Obj: 0.236567, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2241: 0.368868, 0.364682 avg loss, 0.001000 rate, 3.903605 seconds, 143424 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801034, Class: 0.997318, Obj: 0.486107, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758259, Class: 0.997452, Obj: 0.229400, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879433, Class: 0.999798, Obj: 0.910957, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602293, Class: 0.989641, Obj: 0.125586, No Obj: 0.000127, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776943, Class: 0.999526, Obj: 0.633885, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.807707, Class: 0.996194, Obj: 0.278276, No Obj: 0.000141, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822365, Class: 0.989158, Obj: 0.062268, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791405, Class: 0.992407, Obj: 0.198867, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849711, Class: 0.989199, Obj: 0.024803, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805200, Class: 0.998296, Obj: 0.657625, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.552750, Class: 0.972163, Obj: 0.005102, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654956, Class: 0.994578, Obj: 0.220058, No Obj: 0.000144, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806140, Class: 0.989617, Obj: 0.149927, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855867, Class: 0.997710, Obj: 0.177278, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.919495, Class: 0.997335, Obj: 0.136398, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836042, Class: 0.996881, Obj: 0.095723, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2242: 0.309175, 0.359132 avg loss, 0.001000 rate, 3.904168 seconds, 143488 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868855, Class: 0.998856, Obj: 0.070691, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755654, Class: 0.995322, Obj: 0.393022, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864795, Class: 0.996319, Obj: 0.764322, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760521, Class: 0.997651, Obj: 0.440537, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653404, Class: 0.992507, Obj: 0.091069, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636526, Class: 0.991356, Obj: 0.172082, No Obj: 0.000109, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.716447, Class: 0.994203, Obj: 0.094810, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820251, Class: 0.988578, Obj: 0.016063, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735251, Class: 0.995003, Obj: 0.321476, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786872, Class: 0.994505, Obj: 0.073529, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675788, Class: 0.989344, Obj: 0.025112, No Obj: 0.000102, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703975, Class: 0.985382, Obj: 0.041771, No Obj: 0.000286, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.714826, Class: 0.995838, Obj: 0.279638, No Obj: 0.000082, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.788420, Class: 0.998207, Obj: 0.061637, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.499766, Class: 0.988735, Obj: 0.158537, No Obj: 0.000160, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.891829, Class: 0.997696, Obj: 0.203190, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2243: 0.422574, 0.365476 avg loss, 0.001000 rate, 3.903070 seconds, 143552 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.758852, Class: 0.998155, Obj: 0.707770, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834366, Class: 0.999945, Obj: 0.547176, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591495, Class: 0.996640, Obj: 0.019399, No Obj: 0.000077, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.717761, Class: 0.982698, Obj: 0.685030, No Obj: 0.000533, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870023, Class: 0.995560, Obj: 0.039290, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713774, Class: 0.994595, Obj: 0.385032, No Obj: 0.000142, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.508451, Class: 0.998079, Obj: 0.058393, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686599, Class: 0.993842, Obj: 0.265402, No Obj: 0.000210, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.815592, Class: 0.994045, Obj: 0.078275, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703307, Class: 0.995460, Obj: 0.065861, No Obj: 0.000103, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573234, Class: 0.997619, Obj: 0.244452, No Obj: 0.000070, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.725065, Class: 0.997116, Obj: 0.065216, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723213, Class: 0.996966, Obj: 0.072240, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.761094, Class: 0.994811, Obj: 0.316809, No Obj: 0.000363, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.816607, Class: 0.993227, Obj: 0.340715, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.726077, Class: 0.992900, Obj: 0.189511, No Obj: 0.000166, .5R: 1.000000, .75R: 0.375000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2244: 0.474878, 0.376416 avg loss, 0.001000 rate, 3.906409 seconds, 143616 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729620, Class: 0.997933, Obj: 0.445654, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734929, Class: 0.995551, Obj: 0.799819, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715881, Class: 0.996554, Obj: 0.225803, No Obj: 0.000101, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.861556, Class: 0.959478, Obj: 0.002956, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798355, Class: 0.995189, Obj: 0.392779, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.638376, Class: 0.986738, Obj: 0.217283, No Obj: 0.000144, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793906, Class: 0.999798, Obj: 0.566695, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726861, Class: 0.996645, Obj: 0.100503, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.846518, Class: 0.996400, Obj: 0.745275, No Obj: 0.000543, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.743478, Class: 0.999793, Obj: 0.743020, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707255, Class: 0.995825, Obj: 0.356453, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725524, Class: 0.995462, Obj: 0.094215, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.793941, Class: 0.999253, Obj: 0.536582, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.871035, Class: 0.999194, Obj: 0.867979, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825088, Class: 0.996314, Obj: 0.122706, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725414, Class: 0.995246, Obj: 0.027779, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609068, Class: 0.994077, Obj: 0.034299, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2245: 0.330528, 0.371827 avg loss, 0.001000 rate, 3.902442 seconds, 143680 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.714517, Class: 0.996710, Obj: 0.067795, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.791199, Class: 0.999674, Obj: 0.618914, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813874, Class: 0.999171, Obj: 0.233050, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759310, Class: 0.997829, Obj: 0.156460, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740293, Class: 0.986207, Obj: 0.282815, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618760, Class: 0.995118, Obj: 0.047692, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841008, Class: 0.999711, Obj: 0.564545, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.668090, Class: 0.993048, Obj: 0.063839, No Obj: 0.000142, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: 0.791443, Class: 0.970431, Obj: 0.003042, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762730, Class: 0.994417, Obj: 0.012250, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670863, Class: 0.996463, Obj: 0.200260, No Obj: 0.000123, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791064, Class: 0.999284, Obj: 0.903743, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690886, Class: 0.998045, Obj: 0.049246, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876010, Class: 0.999587, Obj: 0.799497, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708332, Class: 0.992886, Obj: 0.106133, No Obj: 0.000111, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782837, Class: 0.999598, Obj: 0.070977, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809279, Class: 0.998550, Obj: 0.293634, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2246: 0.379238, 0.372568 avg loss, 0.001000 rate, 3.905255 seconds, 143744 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729470, Class: 0.995893, Obj: 0.202482, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802986, Class: 0.995758, Obj: 0.030048, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768525, Class: 0.992170, Obj: 0.212534, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.865662, Class: 0.998338, Obj: 0.142241, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887558, Class: 0.995105, Obj: 0.247789, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786008, Class: 0.995218, Obj: 0.037876, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.741318, Class: 0.993433, Obj: 0.030761, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752233, Class: 0.995338, Obj: 0.174424, No Obj: 0.000094, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664966, Class: 0.952146, Obj: 0.047246, No Obj: 0.000250, .5R: 0.500000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.703267, Class: 0.991162, Obj: 0.005320, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808441, Class: 0.996501, Obj: 0.123731, No Obj: 0.000119, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721489, Class: 0.981525, Obj: 0.323248, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.649633, Class: 0.989109, Obj: 0.044149, No Obj: 0.000042, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2247: 0.345198, 0.369831 avg loss, 0.001000 rate, 3.905916 seconds, 143808 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864449, Class: 0.995422, Obj: 0.179734, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786319, Class: 0.997615, Obj: 0.188324, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785779, Class: 0.988647, Obj: 0.206146, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746526, Class: 0.998989, Obj: 0.283401, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829138, Class: 0.997122, Obj: 0.065337, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.578643, Class: 0.983948, Obj: 0.011532, No Obj: 0.000055, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.768478, Class: 0.996519, Obj: 0.078730, No Obj: 0.000280, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.705535, Class: 0.999640, Obj: 0.837306, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631476, Class: 0.995420, Obj: 0.269907, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.698295, Class: 0.997403, Obj: 0.374757, No Obj: 0.000414, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.754919, Class: 0.984373, Obj: 0.009727, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608234, Class: 0.995053, Obj: 0.101926, No Obj: 0.000046, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714477, Class: 0.991695, Obj: 0.324254, No Obj: 0.000264, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.612889, Class: 0.984743, Obj: 0.111490, No Obj: 0.000061, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.461834, Class: 0.969705, Obj: 0.000603, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749843, Class: 0.994264, Obj: 0.243386, No Obj: 0.000080, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2248: 0.479839, 0.380832 avg loss, 0.001000 rate, 3.905710 seconds, 143872 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000591, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740957, Class: 0.990471, Obj: 0.025789, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.246170, Class: 0.995038, Obj: 0.009438, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750031, Class: 0.997349, Obj: 0.166106, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.780555, Class: 0.990386, Obj: 0.250816, No Obj: 0.000309, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.735250, Class: 0.990943, Obj: 0.212456, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.846396, Class: 0.993134, Obj: 0.185028, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.720331, Class: 0.989972, Obj: 0.011487, No Obj: 0.000355, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499809, Class: 0.983795, Obj: 0.010072, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.801583, Class: 0.998850, Obj: 0.671738, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864578, Class: 0.999934, Obj: 0.978420, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.439485, Class: 0.994195, Obj: 0.045548, No Obj: 0.000053, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734003, Class: 0.994737, Obj: 0.087684, No Obj: 0.000100, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000435, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753490, Class: 0.994423, Obj: 0.097979, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.712821, Class: 0.988325, Obj: 0.000669, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.713567, Class: 0.994603, Obj: 0.262090, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751010, Class: 0.999549, Obj: 0.369113, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.807500, Class: 0.999203, Obj: 0.049316, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2249: 0.456030, 0.388352 avg loss, 0.001000 rate, 3.902992 seconds, 143936 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712741, Class: 0.993734, Obj: 0.129125, No Obj: 0.000128, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666090, Class: 0.999455, Obj: 0.175568, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788298, Class: 0.996495, Obj: 0.262112, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827690, Class: 0.989839, Obj: 0.301001, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.835971, Class: 0.994675, Obj: 0.357114, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.684566, Class: 0.980798, Obj: 0.373940, No Obj: 0.000765, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.841419, Class: 0.999506, Obj: 0.353302, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720355, Class: 0.994467, Obj: 0.035708, No Obj: 0.000080, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821157, Class: 0.986757, Obj: 0.079352, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.871800, Class: 0.995433, Obj: 0.190244, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.488800, Class: 0.991504, Obj: 0.054343, No Obj: 0.000039, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719373, Class: 0.992500, Obj: 0.064866, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.878666, Class: 0.955291, Obj: 0.311207, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.340807, Class: 0.997995, Obj: 0.001963, No Obj: 0.000106, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748582, Class: 0.990896, Obj: 0.010017, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2250: 0.379425, 0.387459 avg loss, 0.001000 rate, 3.908587 seconds, 144000 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.639422, Class: 0.992172, Obj: 0.840091, No Obj: 0.000843, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.843454, Class: 0.998055, Obj: 0.554154, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701549, Class: 0.995795, Obj: 0.063385, No Obj: 0.000034, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761447, Class: 0.999794, Obj: 0.759737, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710091, Class: 0.993582, Obj: 0.093040, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805670, Class: 0.996269, Obj: 0.190588, No Obj: 0.000071, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692027, Class: 0.992213, Obj: 0.007406, No Obj: 0.000201, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.641949, Class: 0.993267, Obj: 0.048030, No Obj: 0.000063, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826924, Class: 0.999090, Obj: 0.163930, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630475, Class: 0.997960, Obj: 0.053697, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822758, Class: 0.998761, Obj: 0.251576, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717046, Class: 0.994644, Obj: 0.166813, No Obj: 0.000197, .5R: 0.769231, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816794, Class: 0.986976, Obj: 0.094050, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647017, Class: 0.998829, Obj: 0.277354, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2251: 0.395230, 0.388236 avg loss, 0.001000 rate, 3.897229 seconds, 144064 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.666404, Class: 0.950460, Obj: 0.001249, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.797240, Class: 0.999402, Obj: 0.687385, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708086, Class: 0.992948, Obj: 0.067334, No Obj: 0.000135, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812712, Class: 0.998613, Obj: 0.326116, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645394, Class: 0.990629, Obj: 0.099451, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.871697, Class: 0.996792, Obj: 0.573128, No Obj: 0.000697, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781992, Class: 0.994839, Obj: 0.075555, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810410, Class: 0.992600, Obj: 0.097622, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816900, Class: 0.993260, Obj: 0.076149, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770979, Class: 0.990998, Obj: 0.159599, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754601, Class: 0.994410, Obj: 0.208363, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860285, Class: 0.994591, Obj: 0.225507, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.595849, Class: 0.984379, Obj: 0.046990, No Obj: 0.000071, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794754, Class: 0.994081, Obj: 0.392114, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.728415, Class: 0.994947, Obj: 0.070538, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809822, Class: 0.997626, Obj: 0.033185, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601563, Class: 0.980691, Obj: 0.001069, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2252: 0.370469, 0.386460 avg loss, 0.001000 rate, 3.902176 seconds, 144128 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742885, Class: 0.994750, Obj: 0.208682, No Obj: 0.000168, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784266, Class: 0.991656, Obj: 0.040196, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.654675, Class: 0.994755, Obj: 0.227827, No Obj: 0.000093, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654633, Class: 0.996565, Obj: 0.301750, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.837258, Class: 0.997488, Obj: 0.071294, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.963550, Class: 0.997915, Obj: 0.058699, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695490, Class: 0.998596, Obj: 0.318015, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797778, Class: 0.992975, Obj: 0.146897, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821615, Class: 0.990475, Obj: 0.161759, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809775, Class: 0.997518, Obj: 0.258879, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.892583, Class: 0.999164, Obj: 0.914327, No Obj: 0.000464, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.716366, Class: 0.996705, Obj: 0.377507, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.568873, Class: 0.989017, Obj: 0.040010, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2253: 0.388152, 0.386629 avg loss, 0.001000 rate, 3.904801 seconds, 144192 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701783, Class: 0.999529, Obj: 0.339263, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621524, Class: 0.997134, Obj: 0.265014, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869130, Class: 0.996582, Obj: 0.044631, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706942, Class: 0.993407, Obj: 0.065691, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659950, Class: 0.999785, Obj: 0.830422, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731574, Class: 0.996088, Obj: 0.263270, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.819110, Class: 0.999239, Obj: 0.878667, No Obj: 0.000443, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816130, Class: 0.996021, Obj: 0.166707, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615819, Class: 0.994147, Obj: 0.114279, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739325, Class: 0.993434, Obj: 0.115869, No Obj: 0.000138, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000309, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884084, Class: 0.998830, Obj: 0.081134, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762427, Class: 0.996109, Obj: 0.073448, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2254: 0.310080, 0.378974 avg loss, 0.001000 rate, 3.903848 seconds, 144256 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706605, Class: 0.998435, Obj: 0.181094, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846410, Class: 0.994808, Obj: 0.053224, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710283, Class: 0.994407, Obj: 0.210043, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741357, Class: 0.998999, Obj: 0.323081, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.709096, Class: 0.995815, Obj: 0.209876, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693498, Class: 0.926373, Obj: 0.000218, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.651271, Class: 0.997193, Obj: 0.202920, No Obj: 0.000092, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631538, Class: 0.992653, Obj: 0.132977, No Obj: 0.000059, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662132, Class: 0.996784, Obj: 0.266563, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927388, Class: 0.997391, Obj: 0.581435, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686439, Class: 0.996852, Obj: 0.124718, No Obj: 0.000130, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.939902, Class: 0.994450, Obj: 0.095132, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.709545, Class: 0.998717, Obj: 0.792055, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721393, Class: 0.991760, Obj: 0.070498, No Obj: 0.000070, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2255: 0.379803, 0.379057 avg loss, 0.001000 rate, 3.910640 seconds, 144320 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769160, Class: 0.988834, Obj: 0.173990, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652497, Class: 0.993070, Obj: 0.073940, No Obj: 0.000154, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.733963, Class: 0.998564, Obj: 0.816978, No Obj: 0.000581, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811260, Class: 0.991571, Obj: 0.011707, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789878, Class: 0.997259, Obj: 0.385420, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714874, Class: 0.993077, Obj: 0.014233, No Obj: 0.000051, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574364, Class: 0.995119, Obj: 0.036789, No Obj: 0.000100, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.709772, Class: 0.985079, Obj: 0.086634, No Obj: 0.000375, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583082, Class: 0.997247, Obj: 0.095729, No Obj: 0.000083, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759104, Class: 0.996879, Obj: 0.484466, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651506, Class: 0.991754, Obj: 0.043426, No Obj: 0.000085, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.733024, Class: 0.992162, Obj: 0.352928, No Obj: 0.000446, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805071, Class: 0.992873, Obj: 0.196435, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798046, Class: 0.996448, Obj: 0.071131, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2256: 0.435863, 0.384737 avg loss, 0.001000 rate, 3.916979 seconds, 144384 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793646, Class: 0.978955, Obj: 0.034923, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675370, Class: 0.997087, Obj: 0.026709, No Obj: 0.000068, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833333, Class: 0.993699, Obj: 0.098749, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.629361, Class: 0.963872, Obj: 0.277296, No Obj: 0.000473, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.690652, Class: 0.999551, Obj: 0.162324, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.599033, Class: 0.996511, Obj: 0.005987, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.516311, Class: 0.802501, Obj: 0.000269, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748627, Class: 0.995096, Obj: 0.087852, No Obj: 0.000157, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.802378, Class: 0.963087, Obj: 0.135947, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.866013, Class: 0.999490, Obj: 0.584331, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.898300, Class: 0.997506, Obj: 0.352334, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848756, Class: 0.993539, Obj: 0.773199, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825376, Class: 0.996373, Obj: 0.211352, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.514942, Class: 0.997586, Obj: 0.598512, No Obj: 0.000387, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825524, Class: 0.999659, Obj: 0.295413, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707808, Class: 0.995625, Obj: 0.023787, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.813345, Class: 0.982278, Obj: 0.010903, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801728, Class: 0.997351, Obj: 0.137994, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2257: 0.337916, 0.380055 avg loss, 0.001000 rate, 3.905764 seconds, 144448 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726829, Class: 0.970671, Obj: 0.001991, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851351, Class: 0.997730, Obj: 0.115347, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760604, Class: 0.995387, Obj: 0.432471, No Obj: 0.000290, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.684355, Class: 0.995170, Obj: 0.103552, No Obj: 0.000125, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506987, Class: 0.988523, Obj: 0.030002, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727447, Class: 0.998166, Obj: 0.212256, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.745067, Class: 0.988478, Obj: 0.014163, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.768656, Class: 0.995123, Obj: 0.143937, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.731943, Class: 0.995881, Obj: 0.191463, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767653, Class: 0.987438, Obj: 0.003054, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745169, Class: 0.995819, Obj: 0.128491, No Obj: 0.000129, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900073, Class: 0.995906, Obj: 0.033910, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735057, Class: 0.993899, Obj: 0.043388, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730587, Class: 0.995953, Obj: 0.051322, No Obj: 0.000086, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.876438, Class: 0.995277, Obj: 0.268866, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2258: 0.382787, 0.380328 avg loss, 0.001000 rate, 3.921954 seconds, 144512 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772370, Class: 0.997470, Obj: 0.022530, No Obj: 0.000066, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716962, Class: 0.997258, Obj: 0.168185, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.648236, Class: 0.998674, Obj: 0.052961, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780162, Class: 0.995522, Obj: 0.258204, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.709198, Class: 0.996219, Obj: 0.198523, No Obj: 0.000125, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737088, Class: 0.999512, Obj: 0.485159, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782689, Class: 0.998055, Obj: 0.150479, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678304, Class: 0.997851, Obj: 0.017326, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767825, Class: 0.994570, Obj: 0.067088, No Obj: 0.000171, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724694, Class: 0.995829, Obj: 0.118122, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.628461, Class: 0.995649, Obj: 0.653897, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880823, Class: 0.998021, Obj: 0.249821, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837828, Class: 0.991211, Obj: 0.149334, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2259: 0.389555, 0.381251 avg loss, 0.001000 rate, 3.909538 seconds, 144576 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642861, Class: 0.991376, Obj: 0.021839, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796457, Class: 0.997177, Obj: 0.216466, No Obj: 0.000153, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.548168, Class: 0.996428, Obj: 0.052970, No Obj: 0.000041, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675038, Class: 0.996054, Obj: 0.050498, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890348, Class: 0.999634, Obj: 0.648758, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691420, Class: 0.966707, Obj: 0.166759, No Obj: 0.000125, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756297, Class: 0.999774, Obj: 0.474555, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682874, Class: 0.994664, Obj: 0.132025, No Obj: 0.000104, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864060, Class: 0.994600, Obj: 0.623564, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.666310, Class: 0.991223, Obj: 0.141863, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686829, Class: 0.993103, Obj: 0.025409, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539357, Class: 0.993577, Obj: 0.082338, No Obj: 0.000057, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730975, Class: 0.961470, Obj: 0.023321, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694678, Class: 0.987047, Obj: 0.163488, No Obj: 0.000116, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2260: 0.468311, 0.389957 avg loss, 0.001000 rate, 3.900822 seconds, 144640 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634845, Class: 0.996276, Obj: 0.085526, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.646350, Class: 0.992737, Obj: 0.028625, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786301, Class: 0.995800, Obj: 0.231912, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910926, Class: 0.999065, Obj: 0.018199, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.560198, Class: 0.999671, Obj: 0.087825, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820590, Class: 0.992243, Obj: 0.542537, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798013, Class: 0.998193, Obj: 0.273508, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.525685, Class: 0.998783, Obj: 0.028986, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720519, Class: 0.998084, Obj: 0.097002, No Obj: 0.000135, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.851673, Class: 0.988398, Obj: 0.949876, No Obj: 0.000467, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846302, Class: 0.980420, Obj: 0.001285, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.595491, Class: 0.995271, Obj: 0.038349, No Obj: 0.000083, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697912, Class: 0.998082, Obj: 0.456762, No Obj: 0.000226, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672528, Class: 0.995641, Obj: 0.197501, No Obj: 0.000097, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.804706, Class: 0.967584, Obj: 0.546855, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.674364, Class: 0.994496, Obj: 0.016937, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645533, Class: 0.998665, Obj: 0.110941, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2261: 0.396868, 0.390648 avg loss, 0.001000 rate, 3.902176 seconds, 144704 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839061, Class: 0.999864, Obj: 0.637988, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.725759, Class: 0.996955, Obj: 0.200941, No Obj: 0.000220, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748959, Class: 0.997926, Obj: 0.075194, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781993, Class: 0.998032, Obj: 0.168102, No Obj: 0.000143, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.698704, Class: 0.923247, Obj: 0.389963, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661642, Class: 0.997860, Obj: 0.030133, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747365, Class: 0.989513, Obj: 0.041994, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.819656, Class: 0.996532, Obj: 0.125193, No Obj: 0.000078, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708478, Class: 0.995150, Obj: 0.069636, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832219, Class: 0.994854, Obj: 0.039042, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744717, Class: 0.997032, Obj: 0.049330, No Obj: 0.000132, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2262: 0.330849, 0.384668 avg loss, 0.001000 rate, 3.905669 seconds, 144768 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728240, Class: 0.996855, Obj: 0.030910, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682318, Class: 0.996397, Obj: 0.044969, No Obj: 0.000118, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728499, Class: 0.992500, Obj: 0.054308, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767728, Class: 0.994562, Obj: 0.048723, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758164, Class: 0.996046, Obj: 0.339242, No Obj: 0.000214, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822777, Class: 0.994881, Obj: 0.095424, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791707, Class: 0.997117, Obj: 0.227959, No Obj: 0.000162, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702599, Class: 0.995210, Obj: 0.256401, No Obj: 0.000227, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869597, Class: 0.997565, Obj: 0.389187, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772883, Class: 0.995284, Obj: 0.225002, No Obj: 0.000282, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858906, Class: 0.998553, Obj: 0.579016, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723232, Class: 0.998029, Obj: 0.193203, No Obj: 0.000109, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757666, Class: 0.974867, Obj: 0.359412, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.676897, Class: 0.995412, Obj: 0.104476, No Obj: 0.000172, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2263: 0.562423, 0.402444 avg loss, 0.001000 rate, 3.914759 seconds, 144832 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710371, Class: 0.987094, Obj: 0.056145, No Obj: 0.000319, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.810561, Class: 0.995388, Obj: 0.343346, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654962, Class: 0.996495, Obj: 0.205101, No Obj: 0.000104, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771899, Class: 0.996508, Obj: 0.346705, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.755608, Class: 0.994744, Obj: 0.132248, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.736624, Class: 0.939341, Obj: 0.144325, No Obj: 0.000422, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.757759, Class: 0.999159, Obj: 0.133229, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677318, Class: 0.998996, Obj: 0.395886, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774966, Class: 0.995735, Obj: 0.052274, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711622, Class: 0.996230, Obj: 0.187474, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581944, Class: 0.998893, Obj: 0.351855, No Obj: 0.000059, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.706878, Class: 0.997894, Obj: 0.452516, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.927387, Class: 0.999494, Obj: 0.649209, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777814, Class: 0.995391, Obj: 0.226035, No Obj: 0.000246, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.806767, Class: 0.994905, Obj: 0.795632, No Obj: 0.000464, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.820142, Class: 0.993573, Obj: 0.078259, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769923, Class: 0.998004, Obj: 0.373204, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2264: 0.369183, 0.399118 avg loss, 0.001000 rate, 3.923270 seconds, 144896 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841340, Class: 0.999318, Obj: 0.698995, No Obj: 0.000403, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.743977, Class: 0.996139, Obj: 0.023751, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855110, Class: 0.995312, Obj: 0.290925, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.803505, Class: 0.991454, Obj: 0.198832, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809635, Class: 0.997683, Obj: 0.408520, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.663195, Class: 0.994956, Obj: 0.045783, No Obj: 0.000100, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.815297, Class: 0.998087, Obj: 0.044594, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739746, Class: 0.996863, Obj: 0.129098, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.605885, Class: 0.990716, Obj: 0.478180, No Obj: 0.000387, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.879206, Class: 0.999377, Obj: 0.601476, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698635, Class: 0.982507, Obj: 0.261049, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787944, Class: 0.999312, Obj: 0.397872, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629278, Class: 0.998730, Obj: 0.329180, No Obj: 0.000072, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596172, Class: 0.991889, Obj: 0.000403, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837682, Class: 0.997029, Obj: 0.668614, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795442, Class: 0.995192, Obj: 0.222013, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2265: 0.382081, 0.397414 avg loss, 0.001000 rate, 3.908168 seconds, 144960 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774875, Class: 0.995642, Obj: 0.273309, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828038, Class: 0.994784, Obj: 0.524526, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658891, Class: 0.994446, Obj: 0.278669, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.690468, Class: 0.982660, Obj: 0.265154, No Obj: 0.000378, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711310, Class: 0.985686, Obj: 0.617030, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682589, Class: 0.995871, Obj: 0.065001, No Obj: 0.000080, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789326, Class: 0.993376, Obj: 0.470485, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782798, Class: 0.999172, Obj: 0.215414, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675880, Class: 0.998441, Obj: 0.098731, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811152, Class: 0.985334, Obj: 0.031107, No Obj: 0.000218, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693560, Class: 0.994146, Obj: 0.073442, No Obj: 0.000108, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776275, Class: 0.997843, Obj: 0.167319, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2266: 0.388681, 0.396541 avg loss, 0.001000 rate, 3.909057 seconds, 145024 images Loaded: 0.000079 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842617, Class: 0.992042, Obj: 0.656499, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.498622, Class: 0.997200, Obj: 0.048525, No Obj: 0.000076, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765123, Class: 0.997978, Obj: 0.154985, No Obj: 0.000166, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840316, Class: 0.998588, Obj: 0.841979, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.604509, Class: 0.992501, Obj: 0.098568, No Obj: 0.000137, .5R: 0.555556, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812875, Class: 0.997978, Obj: 0.407592, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738838, Class: 0.991940, Obj: 0.083910, No Obj: 0.000118, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.683384, Class: 0.982692, Obj: 0.085260, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.900490, Class: 0.992873, Obj: 0.037473, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765877, Class: 0.994983, Obj: 0.048649, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774112, Class: 0.998029, Obj: 0.580253, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680985, Class: 0.995374, Obj: 0.164242, No Obj: 0.000118, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.565628, Class: 0.994445, Obj: 0.172870, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696355, Class: 0.999056, Obj: 0.299776, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737245, Class: 0.998155, Obj: 0.305742, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745889, Class: 0.995835, Obj: 0.093549, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2267: 0.553910, 0.412278 avg loss, 0.001000 rate, 3.898288 seconds, 145088 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.557450, Class: 0.976653, Obj: 0.086161, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.894753, Class: 0.991560, Obj: 0.425368, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717017, Class: 0.988471, Obj: 0.218433, No Obj: 0.000153, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617479, Class: 0.997470, Obj: 0.161731, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799882, Class: 0.996815, Obj: 0.589682, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.695399, Class: 0.957587, Obj: 0.531496, No Obj: 0.000473, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652848, Class: 0.991540, Obj: 0.165621, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.655958, Class: 0.993072, Obj: 0.000989, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856974, Class: 0.998354, Obj: 0.071440, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739750, Class: 0.998195, Obj: 0.203605, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821626, Class: 0.998077, Obj: 0.159251, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800616, Class: 0.997630, Obj: 0.108231, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830758, Class: 0.994281, Obj: 0.127213, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757106, Class: 0.992754, Obj: 0.035891, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635802, Class: 0.993819, Obj: 0.090809, No Obj: 0.000180, .5R: 0.888889, .75R: 0.333333, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2268: 0.418379, 0.412888 avg loss, 0.001000 rate, 3.909898 seconds, 145152 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826811, Class: 0.996022, Obj: 0.004633, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581617, Class: 0.997039, Obj: 0.009875, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.718610, Class: 0.979055, Obj: 0.007702, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.781010, Class: 0.993726, Obj: 0.186305, No Obj: 0.000227, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.796385, Class: 0.998118, Obj: 0.062910, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696247, Class: 0.985670, Obj: 0.048976, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747079, Class: 0.993808, Obj: 0.062815, No Obj: 0.000150, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.764545, Class: 0.998948, Obj: 0.290612, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.615823, Class: 0.995724, Obj: 0.177344, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717430, Class: 0.993148, Obj: 0.158720, No Obj: 0.000091, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777507, Class: 0.991627, Obj: 0.152827, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.611725, Class: 0.996640, Obj: 0.134599, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.779318, Class: 0.998388, Obj: 0.324728, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828561, Class: 0.995398, Obj: 0.635949, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845369, Class: 0.996430, Obj: 0.125820, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764757, Class: 0.990357, Obj: 0.067395, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.753526, Class: 0.995389, Obj: 0.174829, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738472, Class: 0.997029, Obj: 0.541853, No Obj: 0.000255, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.882805, Class: 0.995640, Obj: 0.318413, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2269: 0.459126, 0.417512 avg loss, 0.001000 rate, 3.910016 seconds, 145216 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836861, Class: 0.998032, Obj: 0.280128, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845139, Class: 0.995124, Obj: 0.059454, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693977, Class: 0.997926, Obj: 0.268770, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733062, Class: 0.999138, Obj: 0.125463, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.250828, Class: 0.991524, Obj: 0.001918, No Obj: 0.000037, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567674, Class: 0.995239, Obj: 0.034227, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754251, Class: 0.999573, Obj: 0.698643, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.924198, Class: 0.999043, Obj: 0.707599, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787540, Class: 0.999505, Obj: 0.130918, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.878625, Class: 0.998734, Obj: 0.152865, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701440, Class: 0.996507, Obj: 0.085177, No Obj: 0.000085, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661699, Class: 0.997586, Obj: 0.687564, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638065, Class: 0.992756, Obj: 0.018568, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2270: 0.270075, 0.402768 avg loss, 0.001000 rate, 3.912914 seconds, 145280 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816503, Class: 0.997827, Obj: 0.320361, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.501566, Class: 0.993465, Obj: 0.161730, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.662082, Class: 0.988045, Obj: 0.006196, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809885, Class: 0.989669, Obj: 0.171523, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.762179, Class: 0.969026, Obj: 0.074372, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.699814, Class: 0.991985, Obj: 0.013282, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838114, Class: 0.996671, Obj: 0.292181, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733569, Class: 0.996763, Obj: 0.294300, No Obj: 0.000169, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.603521, Class: 0.994099, Obj: 0.365101, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.808784, Class: 0.991936, Obj: 0.054288, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841998, Class: 0.997923, Obj: 0.268592, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800106, Class: 0.994892, Obj: 0.102856, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786428, Class: 0.997498, Obj: 0.382311, No Obj: 0.000177, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.714593, Class: 0.990265, Obj: 0.007613, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679474, Class: 0.994356, Obj: 0.025890, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836383, Class: 0.998254, Obj: 0.637083, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700730, Class: 0.998478, Obj: 0.224654, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2271: 0.377508, 0.400242 avg loss, 0.001000 rate, 3.908115 seconds, 145344 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742699, Class: 0.998203, Obj: 0.040134, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.787068, Class: 0.996182, Obj: 0.328083, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828592, Class: 0.992422, Obj: 0.242568, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791285, Class: 0.992152, Obj: 0.114836, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.841109, Class: 0.995162, Obj: 0.078392, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847048, Class: 0.997460, Obj: 0.167122, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719522, Class: 0.980901, Obj: 0.005154, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.820362, Class: 0.994104, Obj: 0.006376, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946162, Class: 0.969083, Obj: 0.027511, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734747, Class: 0.992847, Obj: 0.147133, No Obj: 0.000126, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899433, Class: 0.985776, Obj: 0.027585, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707389, Class: 0.996583, Obj: 0.151773, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743589, Class: 0.993655, Obj: 0.143951, No Obj: 0.000116, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2272: 0.323497, 0.392567 avg loss, 0.001000 rate, 3.897740 seconds, 145408 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640987, Class: 0.994681, Obj: 0.109699, No Obj: 0.000107, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871957, Class: 0.998486, Obj: 0.017941, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850056, Class: 0.996839, Obj: 0.318008, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922929, Class: 0.997518, Obj: 0.442893, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732912, Class: 0.996241, Obj: 0.309397, No Obj: 0.000143, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765493, Class: 0.994043, Obj: 0.159233, No Obj: 0.000103, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783300, Class: 0.972713, Obj: 0.149555, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759465, Class: 0.993498, Obj: 0.132412, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817060, Class: 0.991560, Obj: 0.130757, No Obj: 0.000106, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.819963, Class: 0.993405, Obj: 0.165726, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.932643, Class: 0.999263, Obj: 0.415474, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720456, Class: 0.995085, Obj: 0.058189, No Obj: 0.000078, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892147, Class: 0.998992, Obj: 0.316888, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657703, Class: 0.993063, Obj: 0.155572, No Obj: 0.000112, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2273: 0.440265, 0.397337 avg loss, 0.001000 rate, 3.905264 seconds, 145472 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.826218, Class: 0.878033, Obj: 0.021019, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.708611, Class: 0.999681, Obj: 0.039580, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790146, Class: 0.987921, Obj: 0.141977, No Obj: 0.000133, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830308, Class: 0.988664, Obj: 0.275487, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653368, Class: 0.995099, Obj: 0.192268, No Obj: 0.000082, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784207, Class: 0.995722, Obj: 0.172296, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849622, Class: 0.992651, Obj: 0.023472, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796561, Class: 0.994249, Obj: 0.250684, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817537, Class: 0.994967, Obj: 0.287565, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.648039, Class: 0.994356, Obj: 0.186885, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731274, Class: 0.998553, Obj: 0.272717, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720888, Class: 0.998669, Obj: 0.163360, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792930, Class: 0.995825, Obj: 0.360011, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2274: 0.340337, 0.391637 avg loss, 0.001000 rate, 3.901378 seconds, 145536 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912052, Class: 0.996992, Obj: 0.283178, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.612959, Class: 0.997402, Obj: 0.254987, No Obj: 0.000132, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.962462, Class: 0.999429, Obj: 0.625486, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703615, Class: 0.993720, Obj: 0.086512, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805670, Class: 0.995350, Obj: 0.188391, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641344, Class: 0.983232, Obj: 0.231097, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.759091, Class: 0.994372, Obj: 0.108051, No Obj: 0.000207, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.545177, Class: 0.997159, Obj: 0.086694, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.889481, Class: 0.995612, Obj: 0.076477, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.726274, Class: 0.986600, Obj: 0.017825, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776924, Class: 0.988074, Obj: 0.037422, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726936, Class: 0.993417, Obj: 0.090862, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780843, Class: 0.992927, Obj: 0.099276, No Obj: 0.000156, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905633, Class: 0.991467, Obj: 0.234589, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670021, Class: 0.998744, Obj: 0.411359, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2275: 0.347146, 0.387188 avg loss, 0.001000 rate, 3.910056 seconds, 145600 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833938, Class: 0.999008, Obj: 0.285014, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.638499, Class: 0.996649, Obj: 0.397056, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.732794, Class: 0.999414, Obj: 0.801055, No Obj: 0.000276, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.732893, Class: 0.955578, Obj: 0.000449, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673007, Class: 0.995598, Obj: 0.174429, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767494, Class: 0.996946, Obj: 0.312915, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771713, Class: 0.998747, Obj: 0.023285, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687054, Class: 0.995856, Obj: 0.227936, No Obj: 0.000175, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.641197, Class: 0.993239, Obj: 0.096611, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.705741, Class: 0.998892, Obj: 0.359834, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737665, Class: 0.971585, Obj: 0.141720, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771307, Class: 0.990189, Obj: 0.322637, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723111, Class: 0.991235, Obj: 0.215026, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694705, Class: 0.993017, Obj: 0.294038, No Obj: 0.000145, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798209, Class: 0.996691, Obj: 0.340433, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2276: 0.294330, 0.377902 avg loss, 0.001000 rate, 3.899238 seconds, 145664 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776465, Class: 0.994227, Obj: 0.223554, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671654, Class: 0.991596, Obj: 0.045073, No Obj: 0.000126, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879039, Class: 0.976099, Obj: 0.173889, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714955, Class: 0.995870, Obj: 0.125670, No Obj: 0.000093, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862721, Class: 0.998500, Obj: 0.349523, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.719484, Class: 0.989651, Obj: 0.232998, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710843, Class: 0.976224, Obj: 0.003247, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825060, Class: 0.997408, Obj: 0.239925, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.712364, Class: 0.988688, Obj: 0.096735, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807161, Class: 0.986934, Obj: 0.010318, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.654197, Class: 0.995489, Obj: 0.003815, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902076, Class: 0.998234, Obj: 0.396442, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.679270, Class: 0.999678, Obj: 0.608643, No Obj: 0.000344, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811344, Class: 0.982695, Obj: 0.104391, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688221, Class: 0.997818, Obj: 0.233905, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2277: 0.389713, 0.379083 avg loss, 0.001000 rate, 3.907218 seconds, 145728 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.703159, Class: 0.997525, Obj: 0.404425, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746118, Class: 0.999946, Obj: 0.667105, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.427017, Class: 0.989696, Obj: 0.017972, No Obj: 0.000057, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.723981, Class: 0.996548, Obj: 0.282656, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428941, Class: 0.997109, Obj: 0.137738, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784113, Class: 0.987734, Obj: 0.040466, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720239, Class: 0.994830, Obj: 0.212058, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775018, Class: 0.992387, Obj: 0.048099, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781379, Class: 0.999531, Obj: 0.108977, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671325, Class: 0.996554, Obj: 0.009702, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783441, Class: 0.997268, Obj: 0.502232, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623254, Class: 0.994930, Obj: 0.048812, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871410, Class: 0.995674, Obj: 0.306520, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660167, Class: 0.994769, Obj: 0.052033, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2278: 0.239432, 0.365118 avg loss, 0.001000 rate, 3.899888 seconds, 145792 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713785, Class: 0.996426, Obj: 0.331450, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.835132, Class: 0.994867, Obj: 0.159772, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750401, Class: 0.996074, Obj: 0.177386, No Obj: 0.000126, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866380, Class: 0.996848, Obj: 0.305189, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770023, Class: 0.998342, Obj: 0.159861, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722700, Class: 0.998260, Obj: 0.080874, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683557, Class: 0.988096, Obj: 0.242245, No Obj: 0.000126, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707152, Class: 0.994812, Obj: 0.206897, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876455, Class: 0.997942, Obj: 0.390614, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722632, Class: 0.994132, Obj: 0.060479, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690457, Class: 0.977363, Obj: 0.009003, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.626266, Class: 0.993240, Obj: 0.006869, No Obj: 0.000033, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2279: 0.411915, 0.369798 avg loss, 0.001000 rate, 3.909361 seconds, 145856 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662816, Class: 0.996754, Obj: 0.227106, No Obj: 0.000166, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867964, Class: 0.998968, Obj: 0.062069, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774589, Class: 0.996312, Obj: 0.388317, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615465, Class: 0.997428, Obj: 0.074620, No Obj: 0.000074, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.896837, Class: 0.992114, Obj: 0.056178, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676562, Class: 0.999722, Obj: 0.154838, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728881, Class: 0.994919, Obj: 0.364235, No Obj: 0.000118, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769997, Class: 0.997330, Obj: 0.012497, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740825, Class: 0.998052, Obj: 0.141318, No Obj: 0.000096, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772713, Class: 0.995786, Obj: 0.287702, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.824251, Class: 0.997320, Obj: 0.197955, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2280: 0.350691, 0.367887 avg loss, 0.001000 rate, 3.904196 seconds, 145920 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750783, Class: 0.999906, Obj: 0.587027, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822966, Class: 0.997731, Obj: 0.347622, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725763, Class: 0.989500, Obj: 0.414602, No Obj: 0.000226, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622409, Class: 0.996547, Obj: 0.077392, No Obj: 0.000072, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.792541, Class: 0.997748, Obj: 0.739059, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619519, Class: 0.992752, Obj: 0.171056, No Obj: 0.000063, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739126, Class: 0.990797, Obj: 0.239486, No Obj: 0.000145, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649423, Class: 0.983885, Obj: 0.132014, No Obj: 0.000105, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.821393, Class: 0.997359, Obj: 0.245420, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714122, Class: 0.999648, Obj: 0.016740, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.921652, Class: 0.997211, Obj: 0.111454, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730752, Class: 0.992586, Obj: 0.066407, No Obj: 0.000044, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.661397, Class: 0.998551, Obj: 0.218319, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.902733, Class: 0.999958, Obj: 0.480383, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679489, Class: 0.991795, Obj: 0.014679, No Obj: 0.000039, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2281: 0.349250, 0.366023 avg loss, 0.001000 rate, 3.908450 seconds, 145984 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762549, Class: 0.998308, Obj: 0.675595, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.632600, Class: 0.994436, Obj: 0.038387, No Obj: 0.000088, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.661793, Class: 0.975238, Obj: 0.410432, No Obj: 0.000295, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657594, Class: 0.993129, Obj: 0.045300, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.731455, Class: 0.994773, Obj: 0.020735, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841231, Class: 0.997023, Obj: 0.291038, No Obj: 0.000125, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609247, Class: 0.997638, Obj: 0.101118, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872336, Class: 0.999949, Obj: 0.964014, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780656, Class: 0.997902, Obj: 0.009088, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.896141, Class: 0.995849, Obj: 0.385114, No Obj: 0.000439, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623317, Class: 0.996218, Obj: 0.046641, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835814, Class: 0.999480, Obj: 0.741444, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743659, Class: 0.996403, Obj: 0.073088, No Obj: 0.000084, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747310, Class: 0.979442, Obj: 0.106400, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802166, Class: 0.995773, Obj: 0.149544, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2282: 0.376179, 0.367039 avg loss, 0.001000 rate, 3.906411 seconds, 146048 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.610635, Class: 0.997303, Obj: 0.025176, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738581, Class: 0.992598, Obj: 0.100603, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746158, Class: 0.996636, Obj: 0.010589, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763719, Class: 0.988887, Obj: 0.154771, No Obj: 0.000168, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.725728, Class: 0.994285, Obj: 0.124778, No Obj: 0.000136, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844946, Class: 0.997485, Obj: 0.325079, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817242, Class: 0.994400, Obj: 0.123529, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926793, Class: 0.999091, Obj: 0.616935, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813563, Class: 0.999284, Obj: 0.253741, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762575, Class: 0.994292, Obj: 0.061600, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742608, Class: 0.997704, Obj: 0.197118, No Obj: 0.000165, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858167, Class: 0.999764, Obj: 0.430106, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733858, Class: 0.997309, Obj: 0.243239, No Obj: 0.000187, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.625813, Class: 0.984118, Obj: 0.066786, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.465388, Class: 0.979404, Obj: 0.022002, No Obj: 0.000149, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741273, Class: 0.995291, Obj: 0.160836, No Obj: 0.000151, .5R: 0.888889, .75R: 0.444444, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2283: 0.455284, 0.375863 avg loss, 0.001000 rate, 3.905538 seconds, 146112 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000295, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635010, Class: 0.995423, Obj: 0.063635, No Obj: 0.000139, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.796201, Class: 0.998854, Obj: 0.318067, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866700, Class: 0.995816, Obj: 0.450867, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.775632, Class: 0.996513, Obj: 0.260790, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713311, Class: 0.998771, Obj: 0.463596, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.796345, Class: 0.996904, Obj: 0.177338, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772297, Class: 0.999582, Obj: 0.432518, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.543321, Class: 0.993228, Obj: 0.170972, No Obj: 0.000107, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745913, Class: 0.994520, Obj: 0.103127, No Obj: 0.000091, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745704, Class: 0.999023, Obj: 0.125232, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808167, Class: 0.984914, Obj: 0.170592, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670779, Class: 0.998409, Obj: 0.243341, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682501, Class: 0.986344, Obj: 0.062532, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2284: 0.439537, 0.382231 avg loss, 0.001000 rate, 3.902755 seconds, 146176 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.849180, Class: 0.997983, Obj: 0.442233, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775471, Class: 0.999757, Obj: 0.504774, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.573621, Class: 0.992527, Obj: 0.018865, No Obj: 0.000060, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.760720, Class: 0.992278, Obj: 0.162313, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811369, Class: 0.991183, Obj: 0.798485, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780107, Class: 0.996723, Obj: 0.451608, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832301, Class: 0.997793, Obj: 0.102182, No Obj: 0.000141, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852626, Class: 0.997200, Obj: 0.292116, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.773473, Class: 0.997103, Obj: 0.156034, No Obj: 0.000137, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630597, Class: 0.996369, Obj: 0.294458, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568968, Class: 0.996426, Obj: 0.143252, No Obj: 0.000060, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.649011, Class: 0.998589, Obj: 0.276302, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699534, Class: 0.997494, Obj: 0.746481, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722773, Class: 0.997146, Obj: 0.610070, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879001, Class: 0.999916, Obj: 0.814982, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.536065, Class: 0.997009, Obj: 0.094128, No Obj: 0.000127, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2285: 0.328323, 0.376840 avg loss, 0.001000 rate, 3.904598 seconds, 146240 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787993, Class: 0.990241, Obj: 0.176182, No Obj: 0.000248, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639149, Class: 0.997687, Obj: 0.102558, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856133, Class: 0.985475, Obj: 0.510459, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.773655, Class: 0.993240, Obj: 0.297840, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740629, Class: 0.995689, Obj: 0.130960, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784649, Class: 0.999684, Obj: 0.615139, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652426, Class: 0.996148, Obj: 0.219226, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768328, Class: 0.993321, Obj: 0.164538, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726865, Class: 0.998919, Obj: 0.092819, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853471, Class: 0.997577, Obj: 0.272119, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.635322, Class: 0.995361, Obj: 0.000476, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735605, Class: 0.997886, Obj: 0.533550, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.665552, Class: 0.991506, Obj: 0.017647, No Obj: 0.000056, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756156, Class: 0.997352, Obj: 0.027471, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2286: 0.311534, 0.370310 avg loss, 0.001000 rate, 3.906587 seconds, 146304 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811245, Class: 0.993009, Obj: 0.288899, No Obj: 0.000223, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.789674, Class: 0.997204, Obj: 0.122058, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.866344, Class: 0.987919, Obj: 0.261693, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.787327, Class: 0.996698, Obj: 0.588346, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770232, Class: 0.996901, Obj: 0.190569, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809589, Class: 0.992248, Obj: 0.158882, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.836766, Class: 0.998475, Obj: 0.273898, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802019, Class: 0.995621, Obj: 0.514858, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.653814, Class: 0.995547, Obj: 0.167600, No Obj: 0.000090, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796900, Class: 0.999290, Obj: 0.672361, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751369, Class: 0.997322, Obj: 0.094424, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.746133, Class: 0.932831, Obj: 0.221513, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.556382, Class: 0.991940, Obj: 0.093716, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681809, Class: 0.995282, Obj: 0.051403, No Obj: 0.000114, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751409, Class: 0.994867, Obj: 0.104770, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637116, Class: 0.994484, Obj: 0.146552, No Obj: 0.000053, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2287: 0.397110, 0.372990 avg loss, 0.001000 rate, 3.898057 seconds, 146368 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745628, Class: 0.995043, Obj: 0.388315, No Obj: 0.000283, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.775113, Class: 0.995740, Obj: 0.053585, No Obj: 0.000078, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.636274, Class: 0.938488, Obj: 0.274891, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798714, Class: 0.988649, Obj: 0.119246, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774571, Class: 0.997001, Obj: 0.335468, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709369, Class: 0.995089, Obj: 0.135577, No Obj: 0.000120, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893124, Class: 0.999666, Obj: 0.834733, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590215, Class: 0.995925, Obj: 0.104600, No Obj: 0.000050, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797248, Class: 0.996714, Obj: 0.704597, No Obj: 0.000280, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.736181, Class: 0.996499, Obj: 0.232026, No Obj: 0.000145, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566146, Class: 0.995969, Obj: 0.275487, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.773830, Class: 0.996988, Obj: 0.451158, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756903, Class: 0.996255, Obj: 0.254941, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744650, Class: 0.996256, Obj: 0.148528, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2288: 0.398097, 0.375500 avg loss, 0.001000 rate, 3.910222 seconds, 146432 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713049, Class: 0.985538, Obj: 0.027719, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.717521, Class: 0.995847, Obj: 0.200464, No Obj: 0.000093, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774558, Class: 0.999896, Obj: 0.476032, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795340, Class: 0.988797, Obj: 0.138219, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626162, Class: 0.994629, Obj: 0.032466, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721907, Class: 0.998918, Obj: 0.211509, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739694, Class: 0.999258, Obj: 0.038037, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725112, Class: 0.996731, Obj: 0.373184, No Obj: 0.000143, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707888, Class: 0.998691, Obj: 0.031594, No Obj: 0.000038, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.776460, Class: 0.996255, Obj: 0.075638, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869706, Class: 0.995780, Obj: 0.413849, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.789590, Class: 0.994360, Obj: 0.255944, No Obj: 0.000169, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831649, Class: 0.996894, Obj: 0.046707, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711131, Class: 0.992548, Obj: 0.252142, No Obj: 0.000110, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2289: 0.332451, 0.371195 avg loss, 0.001000 rate, 3.905190 seconds, 146496 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655603, Class: 0.998105, Obj: 0.130073, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810644, Class: 0.999935, Obj: 0.895680, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651123, Class: 0.991715, Obj: 0.145524, No Obj: 0.000076, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.590710, Class: 0.988612, Obj: 0.182563, No Obj: 0.000194, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.767534, Class: 0.996617, Obj: 0.055544, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803151, Class: 0.988646, Obj: 0.027060, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618485, Class: 0.996162, Obj: 0.255926, No Obj: 0.000074, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774950, Class: 0.985004, Obj: 0.051394, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804201, Class: 0.998037, Obj: 0.273056, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724312, Class: 0.998913, Obj: 0.463888, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784959, Class: 0.997518, Obj: 0.013075, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.589002, Class: 0.996827, Obj: 0.050602, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826686, Class: 0.998597, Obj: 0.153487, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2290: 0.274156, 0.361491 avg loss, 0.001000 rate, 3.899341 seconds, 146560 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.722415, Class: 0.992954, Obj: 0.122564, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.729317, Class: 0.989912, Obj: 0.289345, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746479, Class: 0.992179, Obj: 0.126312, No Obj: 0.000148, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688661, Class: 0.998068, Obj: 0.077633, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855999, Class: 0.997677, Obj: 0.295982, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700644, Class: 0.997001, Obj: 0.135019, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826033, Class: 0.999598, Obj: 0.894387, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.548640, Class: 0.989042, Obj: 0.107427, No Obj: 0.000061, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.781009, Class: 0.999482, Obj: 0.876472, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.851329, Class: 0.999733, Obj: 0.566005, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734869, Class: 0.988540, Obj: 0.093981, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741764, Class: 0.992140, Obj: 0.465372, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.641917, Class: 0.997982, Obj: 0.054755, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782754, Class: 0.983591, Obj: 0.283752, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748282, Class: 0.993355, Obj: 0.078190, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802949, Class: 0.999537, Obj: 0.363985, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.595894, Class: 0.998058, Obj: 0.179355, No Obj: 0.000097, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2291: 0.463598, 0.371702 avg loss, 0.001000 rate, 3.908573 seconds, 146624 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740665, Class: 0.995444, Obj: 0.322170, No Obj: 0.000129, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906559, Class: 0.990751, Obj: 0.010466, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.643642, Class: 0.995864, Obj: 0.126915, No Obj: 0.000141, .5R: 0.666667, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815785, Class: 0.998147, Obj: 0.266909, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733289, Class: 0.994423, Obj: 0.148805, No Obj: 0.000165, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.718303, Class: 0.997456, Obj: 0.217985, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773711, Class: 0.999584, Obj: 0.095839, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.602736, Class: 0.999107, Obj: 0.720737, No Obj: 0.000335, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741077, Class: 0.996615, Obj: 0.152924, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769633, Class: 0.992566, Obj: 0.441350, No Obj: 0.000277, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.750673, Class: 0.998651, Obj: 0.124937, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.530497, Class: 0.992350, Obj: 0.000878, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785964, Class: 0.967067, Obj: 0.033969, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763803, Class: 0.996190, Obj: 0.121433, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2292: 0.342856, 0.368817 avg loss, 0.001000 rate, 3.904397 seconds, 146688 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.835200, Class: 0.992803, Obj: 0.342217, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646096, Class: 0.994532, Obj: 0.043811, No Obj: 0.000045, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.602382, Class: 0.978574, Obj: 0.112109, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772035, Class: 0.998644, Obj: 0.194837, No Obj: 0.000078, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935815, Class: 0.971287, Obj: 0.030097, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846624, Class: 0.996727, Obj: 0.044102, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.761226, Class: 0.998852, Obj: 0.894932, No Obj: 0.000410, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804376, Class: 0.986498, Obj: 0.043483, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.648056, Class: 0.994425, Obj: 0.056170, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720230, Class: 0.997482, Obj: 0.228564, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811728, Class: 0.998391, Obj: 0.395893, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776846, Class: 0.993920, Obj: 0.176646, No Obj: 0.000097, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.807109, Class: 0.966668, Obj: 0.053679, No Obj: 0.000388, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.674841, Class: 0.993502, Obj: 0.012532, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670785, Class: 0.994197, Obj: 0.087296, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2293: 0.317606, 0.363696 avg loss, 0.001000 rate, 3.901923 seconds, 146752 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772282, Class: 0.979666, Obj: 0.176263, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.600555, Class: 0.996485, Obj: 0.116141, No Obj: 0.000090, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710442, Class: 0.993999, Obj: 0.196838, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732624, Class: 0.990833, Obj: 0.169416, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.604857, Class: 0.995786, Obj: 0.030613, No Obj: 0.000096, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675304, Class: 0.996192, Obj: 0.014579, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849403, Class: 0.998154, Obj: 0.260218, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.778548, Class: 0.999054, Obj: 0.807480, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.459045, Class: 0.981623, Obj: 0.005226, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738290, Class: 0.991593, Obj: 0.130586, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753171, Class: 0.988244, Obj: 0.109007, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.739433, Class: 0.996849, Obj: 0.234944, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644231, Class: 0.998114, Obj: 0.332482, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2294: 0.424047, 0.369731 avg loss, 0.001000 rate, 3.905077 seconds, 146816 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.779839, Class: 0.994629, Obj: 0.555007, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748635, Class: 0.994620, Obj: 0.007131, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.749434, Class: 0.997694, Obj: 0.761216, No Obj: 0.000435, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790863, Class: 0.998619, Obj: 0.823797, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670088, Class: 0.996422, Obj: 0.186095, No Obj: 0.000099, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.953730, Class: 0.999032, Obj: 0.395749, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679910, Class: 0.997171, Obj: 0.105890, No Obj: 0.000127, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875565, Class: 0.998941, Obj: 0.104876, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721680, Class: 0.995489, Obj: 0.085911, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000373, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671719, Class: 0.990151, Obj: 0.163841, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.785063, Class: 0.997597, Obj: 0.315826, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864073, Class: 0.989749, Obj: 0.326278, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818971, Class: 0.997401, Obj: 0.312258, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819445, Class: 0.996447, Obj: 0.190024, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707952, Class: 0.998893, Obj: 0.643953, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2295: 0.348375, 0.367596 avg loss, 0.001000 rate, 3.923104 seconds, 146880 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643608, Class: 0.986327, Obj: 0.135722, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722132, Class: 0.997194, Obj: 0.173750, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000536, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800182, Class: 0.997431, Obj: 0.253691, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622591, Class: 0.989068, Obj: 0.002646, No Obj: 0.000031, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807745, Class: 0.994119, Obj: 0.159404, No Obj: 0.000156, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.718160, Class: 0.989504, Obj: 0.229117, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.467686, Class: 0.999833, Obj: 0.000281, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695186, Class: 0.994536, Obj: 0.080724, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784373, Class: 0.994004, Obj: 0.240352, No Obj: 0.000142, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886572, Class: 0.990128, Obj: 0.039664, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729027, Class: 0.996615, Obj: 0.105124, No Obj: 0.000150, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908119, Class: 0.997755, Obj: 0.360623, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740689, Class: 0.998470, Obj: 0.077302, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671030, Class: 0.993441, Obj: 0.142231, No Obj: 0.000145, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2296: 0.466854, 0.377521 avg loss, 0.001000 rate, 3.927804 seconds, 146944 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803475, Class: 0.989658, Obj: 0.042565, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.736192, Class: 0.993574, Obj: 0.236729, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604111, Class: 0.999852, Obj: 0.411661, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750858, Class: 0.997236, Obj: 0.423248, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.657188, Class: 0.990445, Obj: 0.775643, No Obj: 0.000412, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780823, Class: 0.994911, Obj: 0.132799, No Obj: 0.000221, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724898, Class: 0.997044, Obj: 0.386476, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663000, Class: 0.996344, Obj: 0.431295, No Obj: 0.000091, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.699479, Class: 0.989650, Obj: 0.078458, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807689, Class: 0.999585, Obj: 0.425205, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812730, Class: 0.999866, Obj: 0.797370, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772901, Class: 0.997622, Obj: 0.238807, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804400, Class: 0.996731, Obj: 0.256997, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.806911, Class: 0.990127, Obj: 0.148881, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783698, Class: 0.997728, Obj: 0.632981, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841500, Class: 0.998514, Obj: 0.321488, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838766, Class: 0.998116, Obj: 0.329243, No Obj: 0.000238, .5R: 1.000000, .75R: 0.875000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2297: 0.341061, 0.373875 avg loss, 0.001000 rate, 3.906872 seconds, 147008 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639292, Class: 0.989908, Obj: 0.108692, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627670, Class: 0.979998, Obj: 0.069481, No Obj: 0.000183, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773812, Class: 0.997363, Obj: 0.203111, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818942, Class: 0.999884, Obj: 0.883612, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722344, Class: 0.997002, Obj: 0.302362, No Obj: 0.000158, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775951, Class: 0.995303, Obj: 0.101503, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808759, Class: 0.999178, Obj: 0.061298, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706863, Class: 0.989421, Obj: 0.060480, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684076, Class: 0.992615, Obj: 0.355538, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765773, Class: 0.997667, Obj: 0.257633, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769968, Class: 0.999885, Obj: 0.436644, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773161, Class: 0.995888, Obj: 0.184903, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2298: 0.388862, 0.375374 avg loss, 0.001000 rate, 3.906316 seconds, 147072 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839534, Class: 0.998706, Obj: 0.299475, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689831, Class: 0.993313, Obj: 0.494615, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722116, Class: 0.993848, Obj: 0.346009, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.769091, Class: 0.998274, Obj: 0.216529, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776998, Class: 0.998729, Obj: 0.296606, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937914, Class: 0.997176, Obj: 0.324400, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767906, Class: 0.997671, Obj: 0.344466, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755538, Class: 0.998583, Obj: 0.908736, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808856, Class: 0.993837, Obj: 0.460293, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736736, Class: 0.992911, Obj: 0.217525, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944564, Class: 0.999660, Obj: 0.617702, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612771, Class: 0.997000, Obj: 0.300344, No Obj: 0.000172, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731097, Class: 0.991092, Obj: 0.115523, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797747, Class: 0.997486, Obj: 0.156562, No Obj: 0.000116, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2299: 0.316259, 0.369462 avg loss, 0.001000 rate, 3.907414 seconds, 147136 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.642745, Class: 0.991638, Obj: 0.027313, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843239, Class: 0.993246, Obj: 0.071867, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943738, Class: 0.999808, Obj: 0.686499, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648348, Class: 0.999421, Obj: 0.514043, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.703363, Class: 0.994255, Obj: 0.029746, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.688389, Class: 0.961970, Obj: 0.000437, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778219, Class: 0.994605, Obj: 0.103219, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.783598, Class: 0.997096, Obj: 0.356259, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.893090, Class: 0.999904, Obj: 0.814288, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827420, Class: 0.996873, Obj: 0.342651, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909592, Class: 0.995363, Obj: 0.846590, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834886, Class: 0.997930, Obj: 0.060877, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776836, Class: 0.998186, Obj: 0.349117, No Obj: 0.000239, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.805670, Class: 0.993492, Obj: 0.101253, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.816297, Class: 0.998652, Obj: 0.634266, No Obj: 0.000369, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.706059, Class: 0.992103, Obj: 0.268310, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726788, Class: 0.998129, Obj: 0.143066, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744478, Class: 0.995011, Obj: 0.341907, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2300: 0.282440, 0.360760 avg loss, 0.001000 rate, 3.908245 seconds, 147200 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840674, Class: 0.997408, Obj: 0.044356, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822344, Class: 0.997378, Obj: 0.354372, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796978, Class: 0.994081, Obj: 0.421974, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705537, Class: 0.991995, Obj: 0.091583, No Obj: 0.000165, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860520, Class: 0.995426, Obj: 0.342047, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715046, Class: 0.995689, Obj: 0.069640, No Obj: 0.000095, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759719, Class: 0.996447, Obj: 0.269109, No Obj: 0.000222, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689203, Class: 0.996747, Obj: 0.240608, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.844271, Class: 0.995427, Obj: 0.498737, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.755872, Class: 0.990742, Obj: 0.000212, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776647, Class: 0.996979, Obj: 0.238841, No Obj: 0.000258, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.586279, Class: 0.996942, Obj: 0.393297, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693419, Class: 0.994287, Obj: 0.123913, No Obj: 0.000128, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845042, Class: 0.999577, Obj: 0.805375, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789101, Class: 0.998007, Obj: 0.418667, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2301: 0.578518, 0.382536 avg loss, 0.001000 rate, 3.705181 seconds, 147264 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.701417, Class: 0.989939, Obj: 0.325201, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779732, Class: 0.993163, Obj: 0.238923, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819681, Class: 0.999391, Obj: 0.566093, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.747775, Class: 0.993225, Obj: 0.033664, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865121, Class: 0.999297, Obj: 0.326673, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905784, Class: 0.999127, Obj: 0.637707, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834191, Class: 0.998843, Obj: 0.346186, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694755, Class: 0.998130, Obj: 0.159321, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762733, Class: 0.998677, Obj: 0.275411, No Obj: 0.000189, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805588, Class: 0.996548, Obj: 0.724293, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794498, Class: 0.997710, Obj: 0.248241, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864557, Class: 0.997804, Obj: 0.378996, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.623466, Class: 0.995325, Obj: 0.141663, No Obj: 0.000129, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839204, Class: 0.998671, Obj: 0.885154, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662225, Class: 0.996860, Obj: 0.276393, No Obj: 0.000156, .5R: 0.750000, .75R: 0.500000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2302: 0.437801, 0.388063 avg loss, 0.001000 rate, 3.911312 seconds, 147328 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895150, Class: 0.996738, Obj: 0.387283, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693066, Class: 0.994001, Obj: 0.183571, No Obj: 0.000148, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615482, Class: 0.995997, Obj: 0.188797, No Obj: 0.000073, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845240, Class: 0.989966, Obj: 0.016413, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638568, Class: 0.990403, Obj: 0.010645, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672729, Class: 0.995699, Obj: 0.441042, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699619, Class: 0.994425, Obj: 0.167736, No Obj: 0.000135, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800676, Class: 0.995513, Obj: 0.325036, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.839759, Class: 0.997680, Obj: 0.632001, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812888, Class: 0.996253, Obj: 0.171551, No Obj: 0.000137, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825583, Class: 0.997195, Obj: 0.745329, No Obj: 0.000631, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.610768, Class: 0.990003, Obj: 0.012340, No Obj: 0.000047, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676234, Class: 0.996700, Obj: 0.111390, No Obj: 0.000053, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2303: 0.404793, 0.389736 avg loss, 0.001000 rate, 3.902870 seconds, 147392 images Loaded: 0.000054 seconds Region 82 Avg IOU: 0.838513, Class: 0.988673, Obj: 0.025499, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836806, Class: 0.999142, Obj: 0.464434, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.787687, Class: 0.991787, Obj: 0.229035, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.735683, Class: 0.980445, Obj: 0.002998, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680525, Class: 0.992600, Obj: 0.117306, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772387, Class: 0.989674, Obj: 0.021618, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812851, Class: 0.998791, Obj: 0.394466, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741363, Class: 0.998240, Obj: 0.034496, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741316, Class: 0.992695, Obj: 0.326824, No Obj: 0.000425, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.800978, Class: 0.998141, Obj: 0.171832, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602051, Class: 0.987295, Obj: 0.011238, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759288, Class: 0.994500, Obj: 0.114421, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602314, Class: 0.997165, Obj: 0.155925, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2304: 0.351402, 0.385902 avg loss, 0.001000 rate, 3.914582 seconds, 147456 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561394, Class: 0.995042, Obj: 0.040315, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.708609, Class: 0.997138, Obj: 0.374755, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.827410, Class: 0.998599, Obj: 0.210901, No Obj: 0.000245, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.817988, Class: 0.973874, Obj: 0.348465, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.671060, Class: 0.983867, Obj: 0.028769, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727846, Class: 0.996345, Obj: 0.178031, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725367, Class: 0.985172, Obj: 0.210002, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.528434, Class: 0.996781, Obj: 0.045790, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715146, Class: 0.994924, Obj: 0.246607, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701619, Class: 0.996933, Obj: 0.231426, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716444, Class: 0.991391, Obj: 0.066045, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830496, Class: 0.989216, Obj: 0.080576, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649400, Class: 0.998126, Obj: 0.115704, No Obj: 0.000105, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2305: 0.390719, 0.386384 avg loss, 0.001000 rate, 3.915409 seconds, 147520 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867162, Class: 0.999447, Obj: 0.738059, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710033, Class: 0.994336, Obj: 0.145903, No Obj: 0.000124, .5R: 0.750000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604696, Class: 0.983623, Obj: 0.029368, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718489, Class: 0.997133, Obj: 0.233118, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761546, Class: 0.994500, Obj: 0.415875, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857787, Class: 0.998837, Obj: 0.660916, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794294, Class: 0.996090, Obj: 0.188939, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651561, Class: 0.996714, Obj: 0.713329, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726339, Class: 0.994923, Obj: 0.144766, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.746027, Class: 0.990877, Obj: 0.821105, No Obj: 0.000461, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.854484, Class: 0.997665, Obj: 0.419745, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840196, Class: 0.997360, Obj: 0.177886, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850300, Class: 0.980071, Obj: 0.017241, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611107, Class: 0.988389, Obj: 0.236647, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802159, Class: 0.997685, Obj: 0.282586, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2306: 0.357461, 0.383492 avg loss, 0.001000 rate, 3.900234 seconds, 147584 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821743, Class: 0.998389, Obj: 0.564963, No Obj: 0.000346, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769689, Class: 0.994242, Obj: 0.179304, No Obj: 0.000122, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.645262, Class: 0.994789, Obj: 0.236448, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.735138, Class: 0.996691, Obj: 0.098073, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714846, Class: 0.993669, Obj: 0.152287, No Obj: 0.000184, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770225, Class: 0.994842, Obj: 0.163358, No Obj: 0.000100, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819091, Class: 0.999812, Obj: 0.880086, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791893, Class: 0.996584, Obj: 0.138374, No Obj: 0.000131, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802651, Class: 0.992305, Obj: 0.044949, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774688, Class: 0.995299, Obj: 0.047619, No Obj: 0.000073, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635825, Class: 0.999363, Obj: 0.015504, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808061, Class: 0.996445, Obj: 0.701390, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880300, Class: 0.998541, Obj: 0.291024, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2307: 0.371407, 0.382283 avg loss, 0.001000 rate, 3.904276 seconds, 147648 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809615, Class: 0.994068, Obj: 0.706195, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725451, Class: 0.994184, Obj: 0.215110, No Obj: 0.000135, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815290, Class: 0.992669, Obj: 0.385085, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757516, Class: 0.994903, Obj: 0.187642, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698028, Class: 0.998342, Obj: 0.142014, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744302, Class: 0.993391, Obj: 0.111352, No Obj: 0.000081, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796673, Class: 0.998896, Obj: 0.121638, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656135, Class: 0.995609, Obj: 0.352286, No Obj: 0.000130, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789901, Class: 0.999901, Obj: 0.343695, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.638954, Class: 0.994671, Obj: 0.101622, No Obj: 0.000107, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796286, Class: 0.994077, Obj: 0.196866, No Obj: 0.000125, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773421, Class: 0.994710, Obj: 0.378645, No Obj: 0.000223, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.688085, Class: 0.997215, Obj: 0.236087, No Obj: 0.000161, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690701, Class: 0.881483, Obj: 0.158000, No Obj: 0.000157, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682977, Class: 0.995750, Obj: 0.210168, No Obj: 0.000129, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2308: 0.529898, 0.397045 avg loss, 0.001000 rate, 3.905127 seconds, 147712 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.434809, Class: 0.968773, Obj: 0.000009, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.718331, Class: 0.995617, Obj: 0.015087, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775646, Class: 0.997518, Obj: 0.028195, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.720009, Class: 0.990489, Obj: 0.276591, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698210, Class: 0.997627, Obj: 0.217581, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843838, Class: 0.997622, Obj: 0.389534, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.833851, Class: 0.992868, Obj: 0.219084, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882205, Class: 0.983427, Obj: 0.002839, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767854, Class: 0.998518, Obj: 0.271901, No Obj: 0.000134, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919333, Class: 0.999198, Obj: 0.304174, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757387, Class: 0.997173, Obj: 0.019920, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781526, Class: 0.998885, Obj: 0.435039, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768494, Class: 0.996465, Obj: 0.246188, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823184, Class: 0.999959, Obj: 0.571023, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.431790, Class: 0.989351, Obj: 0.025017, No Obj: 0.000065, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775447, Class: 0.996374, Obj: 0.163783, No Obj: 0.000133, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2309: 0.374330, 0.394773 avg loss, 0.001000 rate, 3.902290 seconds, 147776 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801912, Class: 0.998313, Obj: 0.134639, No Obj: 0.000147, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880183, Class: 0.998038, Obj: 0.468282, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.400773, Class: 0.993441, Obj: 0.171730, No Obj: 0.000110, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749029, Class: 0.997149, Obj: 0.393089, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732677, Class: 0.997751, Obj: 0.090252, No Obj: 0.000158, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.917379, Class: 0.999050, Obj: 0.520539, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.718015, Class: 0.994250, Obj: 0.175586, No Obj: 0.000337, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787563, Class: 0.986278, Obj: 0.078246, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732885, Class: 0.997160, Obj: 0.232602, No Obj: 0.000153, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691224, Class: 0.985108, Obj: 0.091569, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.849630, Class: 0.998706, Obj: 0.311360, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.683311, Class: 0.995359, Obj: 0.028896, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860754, Class: 0.998514, Obj: 0.001060, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2310: 0.278959, 0.383192 avg loss, 0.001000 rate, 3.904710 seconds, 147840 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617317, Class: 0.995313, Obj: 0.111732, No Obj: 0.000154, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869113, Class: 0.999836, Obj: 0.448219, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721337, Class: 0.994699, Obj: 0.084037, No Obj: 0.000133, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697708, Class: 0.997972, Obj: 0.048022, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793995, Class: 0.997701, Obj: 0.244938, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653360, Class: 0.997423, Obj: 0.324365, No Obj: 0.000303, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642483, Class: 0.995566, Obj: 0.103875, No Obj: 0.000112, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.914814, Class: 0.993751, Obj: 0.351566, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800239, Class: 0.996367, Obj: 0.383150, No Obj: 0.000171, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715244, Class: 0.972542, Obj: 0.000113, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.428088, Class: 0.857719, Obj: 0.001541, No Obj: 0.000345, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682687, Class: 0.998530, Obj: 0.511755, No Obj: 0.000098, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2311: 0.449828, 0.389855 avg loss, 0.001000 rate, 3.923533 seconds, 147904 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684408, Class: 0.978179, Obj: 0.057264, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.528033, Class: 0.986626, Obj: 0.040241, No Obj: 0.000072, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849353, Class: 0.994977, Obj: 0.245501, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.765086, Class: 0.996690, Obj: 0.264193, No Obj: 0.000175, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742584, Class: 0.997479, Obj: 0.098344, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806868, Class: 0.995223, Obj: 0.141854, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.775452, Class: 0.998072, Obj: 0.290413, No Obj: 0.000190, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814366, Class: 0.999524, Obj: 0.906850, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901983, Class: 0.992485, Obj: 0.008303, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623069, Class: 0.998331, Obj: 0.072653, No Obj: 0.000148, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668438, Class: 0.989843, Obj: 0.441440, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618715, Class: 0.998839, Obj: 0.068884, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777891, Class: 0.998758, Obj: 0.256042, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758687, Class: 0.996156, Obj: 0.111001, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2312: 0.370763, 0.387946 avg loss, 0.001000 rate, 3.908905 seconds, 147968 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740002, Class: 0.997636, Obj: 0.484475, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734159, Class: 0.992630, Obj: 0.071558, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762731, Class: 0.999547, Obj: 0.917851, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747773, Class: 0.997159, Obj: 0.269760, No Obj: 0.000151, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810766, Class: 0.993111, Obj: 0.661647, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809968, Class: 0.999493, Obj: 0.087591, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785415, Class: 0.998287, Obj: 0.436205, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748460, Class: 0.995718, Obj: 0.149772, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636804, Class: 0.995973, Obj: 0.082797, No Obj: 0.000093, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856287, Class: 0.999445, Obj: 0.894963, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808430, Class: 0.997230, Obj: 0.077113, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.719808, Class: 0.978494, Obj: 0.001105, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730168, Class: 0.989204, Obj: 0.037729, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663145, Class: 0.996671, Obj: 0.139390, No Obj: 0.000146, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836673, Class: 0.997677, Obj: 0.308765, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2313: 0.380451, 0.387197 avg loss, 0.001000 rate, 3.920965 seconds, 148032 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.929763, Class: 0.994242, Obj: 0.415046, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603471, Class: 0.994750, Obj: 0.142391, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759843, Class: 0.997002, Obj: 0.144785, No Obj: 0.000106, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697607, Class: 0.994478, Obj: 0.073632, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.711050, Class: 0.997911, Obj: 0.171905, No Obj: 0.000183, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698749, Class: 0.998111, Obj: 0.151832, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787857, Class: 0.995454, Obj: 0.108214, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635429, Class: 0.978027, Obj: 0.099378, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.663477, Class: 0.998591, Obj: 0.266088, No Obj: 0.000103, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790691, Class: 0.997323, Obj: 0.206025, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642908, Class: 0.972503, Obj: 0.215148, No Obj: 0.000114, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2314: 0.505538, 0.399031 avg loss, 0.001000 rate, 3.925594 seconds, 148096 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000261, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926128, Class: 0.999621, Obj: 0.716036, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762393, Class: 0.997263, Obj: 0.061046, No Obj: 0.000053, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697795, Class: 0.997832, Obj: 0.283551, No Obj: 0.000116, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660859, Class: 0.996269, Obj: 0.286720, No Obj: 0.000103, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809414, Class: 0.997675, Obj: 0.096409, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739661, Class: 0.999978, Obj: 0.220288, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685625, Class: 0.994858, Obj: 0.116970, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766146, Class: 0.998039, Obj: 0.182104, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756724, Class: 0.995323, Obj: 0.231998, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.743312, Class: 0.997868, Obj: 0.535959, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787915, Class: 0.987732, Obj: 0.261528, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.905061, Class: 0.996984, Obj: 0.592645, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.746506, Class: 0.999132, Obj: 0.859265, No Obj: 0.000224, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772674, Class: 0.989286, Obj: 0.083896, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2315: 0.275574, 0.386685 avg loss, 0.001000 rate, 3.905906 seconds, 148160 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780852, Class: 0.997268, Obj: 0.273660, No Obj: 0.000095, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.755712, Class: 0.995845, Obj: 0.527231, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.752731, Class: 0.999685, Obj: 0.201540, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702400, Class: 0.995387, Obj: 0.049612, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.877411, Class: 0.994657, Obj: 0.870831, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745288, Class: 0.998777, Obj: 0.239193, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782225, Class: 0.999646, Obj: 0.208013, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735830, Class: 0.984514, Obj: 0.095391, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730093, Class: 0.995701, Obj: 0.326787, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650703, Class: 0.996519, Obj: 0.122111, No Obj: 0.000041, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870821, Class: 0.999845, Obj: 0.344080, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683487, Class: 0.990193, Obj: 0.096506, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756133, Class: 0.993246, Obj: 0.683403, No Obj: 0.000299, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.763916, Class: 0.999116, Obj: 0.208262, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.724287, Class: 0.999024, Obj: 0.770883, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683718, Class: 0.997756, Obj: 0.019026, No Obj: 0.000046, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2316: 0.338243, 0.381841 avg loss, 0.001000 rate, 3.922081 seconds, 148224 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660568, Class: 0.994437, Obj: 0.000237, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626509, Class: 0.997021, Obj: 0.117565, No Obj: 0.000045, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.790947, Class: 0.998442, Obj: 0.703109, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865503, Class: 0.990955, Obj: 0.206760, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.622424, Class: 0.994714, Obj: 0.037191, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853488, Class: 0.997572, Obj: 0.195077, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745470, Class: 0.997921, Obj: 0.125388, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764511, Class: 0.999199, Obj: 0.384191, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750798, Class: 0.999925, Obj: 0.463250, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703462, Class: 0.996317, Obj: 0.041568, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912331, Class: 0.998617, Obj: 0.563334, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780185, Class: 0.994328, Obj: 0.184067, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762489, Class: 0.960483, Obj: 0.320700, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.755319, Class: 0.990942, Obj: 0.123231, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2317: 0.269026, 0.370559 avg loss, 0.001000 rate, 3.906169 seconds, 148288 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858350, Class: 0.997886, Obj: 0.129482, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746799, Class: 0.994487, Obj: 0.017330, No Obj: 0.000035, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.680358, Class: 0.999233, Obj: 0.843141, No Obj: 0.000402, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676026, Class: 0.996895, Obj: 0.133190, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530140, Class: 0.995650, Obj: 0.119500, No Obj: 0.000080, .5R: 0.555556, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809735, Class: 0.993414, Obj: 0.063010, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.753422, Class: 0.998271, Obj: 0.040349, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.878668, Class: 0.998353, Obj: 0.496158, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814476, Class: 0.995768, Obj: 0.167769, No Obj: 0.000072, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778254, Class: 0.995052, Obj: 0.278992, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656843, Class: 0.983098, Obj: 0.001693, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.677281, Class: 0.996100, Obj: 0.111102, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2318: 0.362554, 0.369759 avg loss, 0.001000 rate, 3.905707 seconds, 148352 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784983, Class: 0.995395, Obj: 0.282032, No Obj: 0.000256, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622627, Class: 0.998708, Obj: 0.266408, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.602765, Class: 0.982204, Obj: 0.190231, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.845208, Class: 0.995427, Obj: 0.379456, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.523708, Class: 0.997265, Obj: 0.079907, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937857, Class: 0.998286, Obj: 0.053630, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714981, Class: 0.994875, Obj: 0.165254, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740971, Class: 0.997182, Obj: 0.228532, No Obj: 0.000049, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837941, Class: 0.995597, Obj: 0.225072, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.662840, Class: 0.998922, Obj: 0.437423, No Obj: 0.000090, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822310, Class: 0.992824, Obj: 0.255988, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762349, Class: 0.998741, Obj: 0.093407, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613329, Class: 0.993901, Obj: 0.009760, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644661, Class: 0.986619, Obj: 0.017223, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742091, Class: 0.997823, Obj: 0.103292, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2319: 0.360039, 0.368787 avg loss, 0.001000 rate, 3.901324 seconds, 148416 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798246, Class: 0.997804, Obj: 0.327202, No Obj: 0.000201, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.658653, Class: 0.997446, Obj: 0.169898, No Obj: 0.000089, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794792, Class: 0.996124, Obj: 0.222551, No Obj: 0.000148, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931628, Class: 0.998898, Obj: 0.420115, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.571322, Class: 0.996922, Obj: 0.087678, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814093, Class: 0.993640, Obj: 0.487304, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821497, Class: 0.998245, Obj: 0.202474, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897697, Class: 0.996625, Obj: 0.739875, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639791, Class: 0.995873, Obj: 0.172498, No Obj: 0.000128, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848265, Class: 0.999541, Obj: 0.790109, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751939, Class: 0.995844, Obj: 0.148042, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700117, Class: 0.999773, Obj: 0.458806, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680040, Class: 0.999283, Obj: 0.117608, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736759, Class: 0.996972, Obj: 0.029486, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774973, Class: 0.997917, Obj: 0.087379, No Obj: 0.000066, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2320: 0.386512, 0.370559 avg loss, 0.001000 rate, 3.922789 seconds, 148480 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848551, Class: 0.890395, Obj: 0.152356, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.870975, Class: 0.999303, Obj: 0.131742, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.740586, Class: 0.982161, Obj: 0.576847, No Obj: 0.000321, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.794071, Class: 0.983292, Obj: 0.033586, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678700, Class: 0.997325, Obj: 0.042836, No Obj: 0.000055, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578839, Class: 0.997296, Obj: 0.046825, No Obj: 0.000054, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.589864, Class: 0.999687, Obj: 0.054831, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.852097, Class: 0.998943, Obj: 0.241958, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861078, Class: 0.996997, Obj: 0.056569, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799033, Class: 0.994822, Obj: 0.139897, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800184, Class: 0.999003, Obj: 0.124784, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756793, Class: 0.997183, Obj: 0.108191, No Obj: 0.000112, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804799, Class: 0.998773, Obj: 0.169343, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850770, Class: 0.997050, Obj: 0.318073, No Obj: 0.000276, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.725757, Class: 0.997947, Obj: 0.087652, No Obj: 0.000144, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2321: 0.396565, 0.373160 avg loss, 0.001000 rate, 3.906186 seconds, 148544 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568268, Class: 0.996386, Obj: 0.028742, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772707, Class: 0.998255, Obj: 0.595527, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728488, Class: 0.999060, Obj: 0.211133, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933906, Class: 0.998412, Obj: 0.222872, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656098, Class: 0.998247, Obj: 0.381470, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914855, Class: 0.998513, Obj: 0.720470, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731077, Class: 0.997646, Obj: 0.294193, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693565, Class: 0.977960, Obj: 0.237495, No Obj: 0.000195, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.530113, Class: 0.989083, Obj: 0.195024, No Obj: 0.000121, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723065, Class: 0.997650, Obj: 0.415198, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689786, Class: 0.995282, Obj: 0.035707, No Obj: 0.000089, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797438, Class: 0.997702, Obj: 0.044007, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778263, Class: 0.998913, Obj: 0.020246, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704365, Class: 0.998696, Obj: 0.245208, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2322: 0.435686, 0.379413 avg loss, 0.001000 rate, 3.908589 seconds, 148608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760119, Class: 0.987376, Obj: 0.227597, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.872062, Class: 0.992284, Obj: 0.000037, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865029, Class: 0.997417, Obj: 0.175975, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602468, Class: 0.993563, Obj: 0.025038, No Obj: 0.000059, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764206, Class: 0.999890, Obj: 0.741975, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798730, Class: 0.997530, Obj: 0.038881, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829515, Class: 0.999837, Obj: 0.952400, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758953, Class: 0.998966, Obj: 0.314036, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761402, Class: 0.998440, Obj: 0.648918, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.757660, Class: 0.994326, Obj: 0.112157, No Obj: 0.000075, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699118, Class: 0.993339, Obj: 0.449582, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.543565, Class: 0.994694, Obj: 0.127194, No Obj: 0.000083, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639307, Class: 0.997147, Obj: 0.167475, No Obj: 0.000082, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.674246, Class: 0.947528, Obj: 0.002956, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812216, Class: 0.997560, Obj: 0.100420, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2323: 0.437705, 0.385242 avg loss, 0.001000 rate, 3.923902 seconds, 148672 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.846767, Class: 0.988359, Obj: 0.145621, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646011, Class: 0.993656, Obj: 0.011464, No Obj: 0.000097, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.891074, Class: 0.993816, Obj: 0.075191, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.771632, Class: 0.996917, Obj: 0.031659, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774119, Class: 0.996055, Obj: 0.174101, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.641908, Class: 0.995705, Obj: 0.163845, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.892715, Class: 0.993766, Obj: 0.490598, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.655510, Class: 0.990370, Obj: 0.097296, No Obj: 0.000054, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.540583, Class: 0.995063, Obj: 0.021961, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775140, Class: 0.993456, Obj: 0.461516, No Obj: 0.000678, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.626480, Class: 0.989330, Obj: 0.082645, No Obj: 0.000124, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.742075, Class: 0.998322, Obj: 0.415778, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558289, Class: 0.996969, Obj: 0.076867, No Obj: 0.000065, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799219, Class: 0.990178, Obj: 0.283035, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791549, Class: 0.997771, Obj: 0.217889, No Obj: 0.000170, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816125, Class: 0.992842, Obj: 0.572521, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717100, Class: 0.997353, Obj: 0.017352, No Obj: 0.000096, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892725, Class: 0.997702, Obj: 0.489108, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778203, Class: 0.998100, Obj: 0.381111, No Obj: 0.000152, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2324: 0.475375, 0.394255 avg loss, 0.001000 rate, 3.914022 seconds, 148736 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739622, Class: 0.998144, Obj: 0.073291, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.747616, Class: 0.997845, Obj: 0.017814, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.846407, Class: 0.993974, Obj: 0.155086, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734176, Class: 0.993679, Obj: 0.214861, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827004, Class: 0.986190, Obj: 0.419409, No Obj: 0.000472, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.825226, Class: 0.997625, Obj: 0.032539, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674059, Class: 0.994793, Obj: 0.059807, No Obj: 0.000073, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.806458, Class: 0.937244, Obj: 0.281035, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832662, Class: 0.992160, Obj: 0.170502, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.484844, Class: 0.999427, Obj: 0.055282, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887039, Class: 0.992673, Obj: 0.466157, No Obj: 0.000364, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782863, Class: 0.995128, Obj: 0.133471, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670784, Class: 0.995030, Obj: 0.057534, No Obj: 0.000106, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769300, Class: 0.993948, Obj: 0.597239, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847445, Class: 0.999069, Obj: 0.274976, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2325: 0.357759, 0.390605 avg loss, 0.001000 rate, 3.912709 seconds, 148800 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805595, Class: 0.997943, Obj: 0.187282, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680796, Class: 0.986227, Obj: 0.194120, No Obj: 0.000242, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.806766, Class: 0.995735, Obj: 0.227091, No Obj: 0.000297, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.684367, Class: 0.998428, Obj: 0.160593, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.778241, Class: 0.994537, Obj: 0.156817, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914280, Class: 0.998263, Obj: 0.297924, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600206, Class: 0.999374, Obj: 0.460083, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779333, Class: 0.992445, Obj: 0.267748, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821309, Class: 0.997959, Obj: 0.244206, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.765288, Class: 0.976154, Obj: 0.243448, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789543, Class: 0.999906, Obj: 0.935552, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690038, Class: 0.997807, Obj: 0.265339, No Obj: 0.000190, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499415, Class: 0.991418, Obj: 0.107740, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834682, Class: 0.992442, Obj: 0.059327, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629105, Class: 0.990279, Obj: 0.047249, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2326: 0.435231, 0.395068 avg loss, 0.001000 rate, 3.915381 seconds, 148864 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804835, Class: 0.997810, Obj: 0.590084, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.750048, Class: 0.999170, Obj: 0.445722, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781756, Class: 0.994538, Obj: 0.265795, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735143, Class: 0.995511, Obj: 0.219526, No Obj: 0.000189, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797778, Class: 0.996843, Obj: 0.324414, No Obj: 0.000277, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.537682, Class: 0.994802, Obj: 0.054570, No Obj: 0.000062, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788067, Class: 0.999542, Obj: 0.109037, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730748, Class: 0.994974, Obj: 0.209324, No Obj: 0.000185, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.776894, Class: 0.930329, Obj: 0.004861, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864979, Class: 0.998586, Obj: 0.265326, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.755074, Class: 0.997564, Obj: 0.615007, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625703, Class: 0.995288, Obj: 0.093633, No Obj: 0.000140, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851064, Class: 0.999168, Obj: 0.517416, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686094, Class: 0.996629, Obj: 0.026035, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749303, Class: 0.997584, Obj: 0.293736, No Obj: 0.000164, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2327: 0.459682, 0.401529 avg loss, 0.001000 rate, 3.916410 seconds, 148928 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.878435, Class: 0.989224, Obj: 0.469810, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.477981, Class: 0.997873, Obj: 0.154691, No Obj: 0.000089, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700557, Class: 0.995897, Obj: 0.036265, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792639, Class: 0.995262, Obj: 0.267843, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891892, Class: 0.986898, Obj: 0.074453, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798542, Class: 0.997302, Obj: 0.004545, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.549557, Class: 0.998232, Obj: 0.044340, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819971, Class: 0.997357, Obj: 0.674718, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.892677, Class: 0.997133, Obj: 0.051138, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861807, Class: 0.997585, Obj: 0.379707, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778549, Class: 0.997419, Obj: 0.221935, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755321, Class: 0.997799, Obj: 0.083579, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544193, Class: 0.995755, Obj: 0.622483, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699251, Class: 0.986896, Obj: 0.164075, No Obj: 0.000155, .5R: 1.000000, .75R: 0.375000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2328: 0.293395, 0.390716 avg loss, 0.001000 rate, 3.910815 seconds, 148992 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742682, Class: 0.999915, Obj: 0.173293, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745935, Class: 0.997323, Obj: 0.272950, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890216, Class: 0.991756, Obj: 0.287745, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674619, Class: 0.995119, Obj: 0.015140, No Obj: 0.000073, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.774635, Class: 0.969726, Obj: 0.427312, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.820932, Class: 0.998452, Obj: 0.245035, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706635, Class: 0.997333, Obj: 0.174448, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857198, Class: 0.998123, Obj: 0.350111, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831667, Class: 0.997769, Obj: 0.118658, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750900, Class: 0.999255, Obj: 0.047692, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763898, Class: 0.988523, Obj: 0.066827, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748466, Class: 0.994954, Obj: 0.292666, No Obj: 0.000161, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685373, Class: 0.983328, Obj: 0.114759, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.592980, Class: 0.994826, Obj: 0.057446, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761278, Class: 0.998011, Obj: 0.400463, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683486, Class: 0.996679, Obj: 0.227644, No Obj: 0.000149, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2329: 0.418436, 0.393488 avg loss, 0.001000 rate, 3.915667 seconds, 149056 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823075, Class: 0.998571, Obj: 0.194713, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714481, Class: 0.989580, Obj: 0.325447, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.687623, Class: 0.996792, Obj: 0.112122, No Obj: 0.000110, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777526, Class: 0.996301, Obj: 0.233804, No Obj: 0.000129, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841694, Class: 0.999167, Obj: 0.243350, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830889, Class: 0.999243, Obj: 0.709436, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700057, Class: 0.994023, Obj: 0.021176, No Obj: 0.000063, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732934, Class: 0.996512, Obj: 0.121184, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859903, Class: 0.997304, Obj: 0.490591, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.607046, Class: 0.998593, Obj: 0.171575, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758509, Class: 0.998782, Obj: 0.544917, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.839563, Class: 0.998729, Obj: 0.319572, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2330: 0.370131, 0.391152 avg loss, 0.001000 rate, 3.904194 seconds, 149120 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.670622, Class: 0.996710, Obj: 0.204940, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816307, Class: 0.997675, Obj: 0.011299, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684409, Class: 0.997381, Obj: 0.095230, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.819888, Class: 0.998521, Obj: 0.494600, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780441, Class: 0.997517, Obj: 0.112697, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741266, Class: 0.999177, Obj: 0.143900, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865892, Class: 0.999567, Obj: 0.088802, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850097, Class: 0.983413, Obj: 0.090409, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.693899, Class: 0.997343, Obj: 0.336464, No Obj: 0.000310, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.839605, Class: 0.994055, Obj: 0.034213, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628723, Class: 0.992130, Obj: 0.029113, No Obj: 0.000058, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820305, Class: 0.994395, Obj: 0.085173, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849192, Class: 0.999077, Obj: 0.195154, No Obj: 0.000184, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.616666, Class: 0.998018, Obj: 0.097264, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2331: 0.363743, 0.388411 avg loss, 0.001000 rate, 3.909972 seconds, 149184 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788207, Class: 0.999646, Obj: 0.666989, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644348, Class: 0.996639, Obj: 0.059380, No Obj: 0.000074, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738119, Class: 0.998292, Obj: 0.220380, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.602422, Class: 0.873567, Obj: 0.009533, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.782979, Class: 0.990587, Obj: 0.055043, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791223, Class: 0.994101, Obj: 0.200658, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.797395, Class: 0.994729, Obj: 0.085141, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.533608, Class: 0.999169, Obj: 0.233074, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847211, Class: 0.998032, Obj: 0.157472, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883181, Class: 0.995430, Obj: 0.318971, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734931, Class: 0.996284, Obj: 0.243849, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796591, Class: 0.967417, Obj: 0.001576, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730806, Class: 0.996680, Obj: 0.098815, No Obj: 0.000079, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816573, Class: 0.998998, Obj: 0.078543, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696493, Class: 0.994564, Obj: 0.035327, No Obj: 0.000116, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872543, Class: 0.989200, Obj: 0.348700, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688105, Class: 0.995123, Obj: 0.076285, No Obj: 0.000081, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2332: 0.461629, 0.395733 avg loss, 0.001000 rate, 3.926413 seconds, 149248 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752646, Class: 0.999601, Obj: 0.132411, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660088, Class: 0.997108, Obj: 0.202646, No Obj: 0.000162, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686855, Class: 0.996237, Obj: 0.514312, No Obj: 0.000213, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.885087, Class: 0.999723, Obj: 0.297412, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823990, Class: 0.993622, Obj: 0.024694, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.792208, Class: 0.998483, Obj: 0.356952, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.844368, Class: 0.998911, Obj: 0.360004, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686424, Class: 0.997287, Obj: 0.296805, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779654, Class: 0.989881, Obj: 0.042931, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802094, Class: 0.997925, Obj: 0.124502, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797420, Class: 0.999218, Obj: 0.110939, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794301, Class: 0.996709, Obj: 0.139438, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831637, Class: 0.996418, Obj: 0.720102, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711108, Class: 0.996957, Obj: 0.113131, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811157, Class: 0.996967, Obj: 0.000955, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665719, Class: 0.995226, Obj: 0.131214, No Obj: 0.000173, .5R: 0.818182, .75R: 0.545455, count: 11 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2333: 0.425515, 0.398711 avg loss, 0.001000 rate, 3.902812 seconds, 149312 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767119, Class: 0.999400, Obj: 0.118660, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620816, Class: 0.998622, Obj: 0.220893, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582024, Class: 0.985095, Obj: 0.014143, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800601, Class: 0.997404, Obj: 0.040331, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677738, Class: 0.990113, Obj: 0.127376, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822838, Class: 0.994621, Obj: 0.504709, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738980, Class: 0.997820, Obj: 0.185363, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661456, Class: 0.999314, Obj: 0.656778, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793755, Class: 0.995304, Obj: 0.099769, No Obj: 0.000162, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709903, Class: 0.741333, Obj: 0.095656, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.705126, Class: 0.995724, Obj: 0.165386, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819312, Class: 0.999347, Obj: 0.826900, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718860, Class: 0.996973, Obj: 0.140821, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2334: 0.316656, 0.390506 avg loss, 0.001000 rate, 3.918498 seconds, 149376 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712127, Class: 0.995897, Obj: 0.137695, No Obj: 0.000141, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858789, Class: 0.999337, Obj: 0.462621, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.810019, Class: 0.996309, Obj: 0.262916, No Obj: 0.000179, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802234, Class: 0.997689, Obj: 0.038877, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896078, Class: 0.992269, Obj: 0.114254, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813535, Class: 0.998222, Obj: 0.255665, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767107, Class: 0.994256, Obj: 0.296295, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.490267, Class: 0.998079, Obj: 0.072034, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.931780, Class: 0.943215, Obj: 0.286818, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794203, Class: 0.973349, Obj: 0.080789, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.692457, Class: 0.994888, Obj: 0.167726, No Obj: 0.000071, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598158, Class: 0.998284, Obj: 0.050088, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.706872, Class: 0.997270, Obj: 0.462620, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741171, Class: 0.996785, Obj: 0.240873, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2335: 0.338874, 0.385343 avg loss, 0.001000 rate, 3.916833 seconds, 149440 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665332, Class: 0.992933, Obj: 0.041283, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730508, Class: 0.998594, Obj: 0.164927, No Obj: 0.000196, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810505, Class: 0.991659, Obj: 0.311876, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.596763, Class: 0.994264, Obj: 0.106155, No Obj: 0.000060, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760887, Class: 0.998489, Obj: 0.293321, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806684, Class: 0.998887, Obj: 0.146066, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669342, Class: 0.995378, Obj: 0.040917, No Obj: 0.000080, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770886, Class: 0.996884, Obj: 0.067175, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730348, Class: 0.994155, Obj: 0.046269, No Obj: 0.000110, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.480560, Class: 0.995765, Obj: 0.013287, No Obj: 0.000028, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694618, Class: 0.996883, Obj: 0.074860, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784059, Class: 0.993681, Obj: 0.377652, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.564904, Class: 0.998119, Obj: 0.127704, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2336: 0.411392, 0.387948 avg loss, 0.001000 rate, 3.925909 seconds, 149504 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753876, Class: 0.996917, Obj: 0.423472, No Obj: 0.000266, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.841135, Class: 0.998769, Obj: 0.188054, No Obj: 0.000132, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794467, Class: 0.984002, Obj: 0.069237, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853493, Class: 0.997737, Obj: 0.335963, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853495, Class: 0.999129, Obj: 0.068505, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746966, Class: 0.993988, Obj: 0.096808, No Obj: 0.000115, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752368, Class: 0.996592, Obj: 0.290123, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.785271, Class: 0.997738, Obj: 0.154674, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.868761, Class: 0.996574, Obj: 0.264020, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747452, Class: 0.997053, Obj: 0.080172, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.679952, Class: 0.994653, Obj: 0.003498, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.841662, Class: 0.988552, Obj: 0.153605, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783162, Class: 0.997723, Obj: 0.165015, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794849, Class: 0.991969, Obj: 0.409229, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752654, Class: 0.990545, Obj: 0.254744, No Obj: 0.000189, .5R: 1.000000, .75R: 0.444444, count: 9 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2337: 0.322008, 0.381354 avg loss, 0.001000 rate, 3.898391 seconds, 149568 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715463, Class: 0.988482, Obj: 0.321125, No Obj: 0.000403, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.666315, Class: 0.995240, Obj: 0.229198, No Obj: 0.000209, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803604, Class: 0.991654, Obj: 0.429680, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.850166, Class: 0.998990, Obj: 0.193438, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646908, Class: 0.996994, Obj: 0.013802, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668806, Class: 0.997630, Obj: 0.174294, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809517, Class: 0.998811, Obj: 0.281027, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650500, Class: 0.984876, Obj: 0.003265, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630047, Class: 0.993238, Obj: 0.056584, No Obj: 0.000044, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797221, Class: 0.997978, Obj: 0.147503, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.669296, Class: 0.992513, Obj: 0.197734, No Obj: 0.000176, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799319, Class: 0.999431, Obj: 0.905374, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682299, Class: 0.997796, Obj: 0.345217, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687186, Class: 0.990168, Obj: 0.245447, No Obj: 0.000163, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2338: 0.500675, 0.393286 avg loss, 0.001000 rate, 3.929734 seconds, 149632 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658639, Class: 0.999970, Obj: 0.680470, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795850, Class: 0.996544, Obj: 0.274931, No Obj: 0.000139, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731256, Class: 0.998190, Obj: 0.191779, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692686, Class: 0.998728, Obj: 0.872315, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712516, Class: 0.996683, Obj: 0.045019, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683050, Class: 0.996269, Obj: 0.124298, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.462859, Class: 0.986893, Obj: 0.094632, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640187, Class: 0.996059, Obj: 0.053024, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875216, Class: 0.997966, Obj: 0.382419, No Obj: 0.000228, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.661576, Class: 0.922252, Obj: 0.000990, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733471, Class: 0.997131, Obj: 0.125098, No Obj: 0.000174, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857176, Class: 0.993700, Obj: 0.345650, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688747, Class: 0.998636, Obj: 0.006561, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2339: 0.358882, 0.389845 avg loss, 0.001000 rate, 3.897706 seconds, 149696 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791786, Class: 0.990512, Obj: 0.097594, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.539547, Class: 0.994979, Obj: 0.135808, No Obj: 0.000142, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.807644, Class: 0.993681, Obj: 0.013352, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.745309, Class: 0.996332, Obj: 0.118426, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756569, Class: 0.993000, Obj: 0.015361, No Obj: 0.000062, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811784, Class: 0.994652, Obj: 0.098002, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780300, Class: 0.996308, Obj: 0.163276, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734725, Class: 0.984388, Obj: 0.139305, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.858520, Class: 0.998285, Obj: 0.039634, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809224, Class: 0.995556, Obj: 0.120340, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.858243, Class: 0.998200, Obj: 0.111587, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520805, Class: 0.801438, Obj: 0.000645, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772866, Class: 0.997813, Obj: 0.179828, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.870007, Class: 0.995105, Obj: 0.069353, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2340: 0.331131, 0.383974 avg loss, 0.001000 rate, 3.922608 seconds, 149760 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777891, Class: 0.999169, Obj: 0.741619, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755105, Class: 0.995620, Obj: 0.067120, No Obj: 0.000123, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750593, Class: 0.998831, Obj: 0.342690, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707623, Class: 0.997433, Obj: 0.204239, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699642, Class: 0.998442, Obj: 0.375061, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.709745, Class: 0.996679, Obj: 0.324512, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.835079, Class: 0.999720, Obj: 0.718689, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680184, Class: 0.993272, Obj: 0.102868, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829402, Class: 0.974204, Obj: 0.030534, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842253, Class: 0.997753, Obj: 0.258719, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712922, Class: 0.996432, Obj: 0.313462, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748259, Class: 0.995836, Obj: 0.128808, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765402, Class: 0.993818, Obj: 0.161120, No Obj: 0.000093, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.630631, Class: 0.978669, Obj: 0.176764, No Obj: 0.000364, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.953770, Class: 0.999436, Obj: 0.548472, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2341: 0.385040, 0.384081 avg loss, 0.001000 rate, 3.920555 seconds, 149824 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683552, Class: 0.991743, Obj: 0.287331, No Obj: 0.000106, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809975, Class: 0.999726, Obj: 0.912591, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812788, Class: 0.995956, Obj: 0.024831, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629329, Class: 0.992094, Obj: 0.074998, No Obj: 0.000097, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666143, Class: 0.994758, Obj: 0.079120, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744389, Class: 0.999778, Obj: 0.157928, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686348, Class: 0.995004, Obj: 0.097184, No Obj: 0.000128, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541141, Class: 0.982561, Obj: 0.006048, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620181, Class: 0.999098, Obj: 0.450583, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.688847, Class: 0.999038, Obj: 0.846574, No Obj: 0.000360, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.756615, Class: 0.993518, Obj: 0.228793, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710306, Class: 0.987046, Obj: 0.051844, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2342: 0.367246, 0.382397 avg loss, 0.001000 rate, 3.914386 seconds, 149888 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.834159, Class: 0.988586, Obj: 0.783715, No Obj: 0.000360, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424903, Class: 0.992153, Obj: 0.016211, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740080, Class: 0.993224, Obj: 0.041464, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.895045, Class: 0.989162, Obj: 0.047364, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.630304, Class: 0.995487, Obj: 0.684964, No Obj: 0.000430, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.872042, Class: 0.969711, Obj: 0.122097, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647056, Class: 0.977426, Obj: 0.111507, No Obj: 0.000127, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.737816, Class: 0.965430, Obj: 0.083282, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.680976, Class: 0.997240, Obj: 0.806104, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654711, Class: 0.996459, Obj: 0.099022, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.750169, Class: 0.999203, Obj: 0.753472, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.793765, Class: 0.985677, Obj: 0.034464, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799891, Class: 0.996153, Obj: 0.038819, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.506709, Class: 0.991536, Obj: 0.093049, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820468, Class: 0.996198, Obj: 0.233905, No Obj: 0.000159, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774075, Class: 0.995409, Obj: 0.292946, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591006, Class: 0.995114, Obj: 0.004585, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.862105, Class: 0.978775, Obj: 0.236221, No Obj: 0.000368, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.806916, Class: 0.999707, Obj: 0.572468, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657088, Class: 0.995266, Obj: 0.314574, No Obj: 0.000173, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2343: 0.385376, 0.382695 avg loss, 0.001000 rate, 3.921765 seconds, 149952 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.702491, Class: 0.961223, Obj: 0.021954, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.880525, Class: 0.997239, Obj: 0.001378, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783386, Class: 0.992885, Obj: 0.166470, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.512984, Class: 0.934520, Obj: 0.000473, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.794233, Class: 0.999765, Obj: 0.164662, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640244, Class: 0.965264, Obj: 0.001348, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836590, Class: 0.996263, Obj: 0.370219, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842911, Class: 0.996304, Obj: 0.481839, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804477, Class: 0.998580, Obj: 0.810213, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731856, Class: 0.996146, Obj: 0.228311, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664709, Class: 0.992623, Obj: 0.097507, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908408, Class: 0.989571, Obj: 0.509640, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765334, Class: 0.991087, Obj: 0.029838, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693087, Class: 0.998241, Obj: 0.239821, No Obj: 0.000076, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2344: 0.304579, 0.374883 avg loss, 0.001000 rate, 3.909750 seconds, 150016 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831489, Class: 0.987597, Obj: 0.078250, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.618065, Class: 0.991361, Obj: 0.015676, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.620102, Class: 0.993738, Obj: 0.023661, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814256, Class: 0.996819, Obj: 0.241465, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.733239, Class: 0.994625, Obj: 0.041747, No Obj: 0.000104, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.643934, Class: 0.913203, Obj: 0.185381, No Obj: 0.000465, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738679, Class: 0.997049, Obj: 0.113078, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.796890, Class: 0.997417, Obj: 0.162505, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824002, Class: 0.997139, Obj: 0.858989, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670623, Class: 0.994574, Obj: 0.195515, No Obj: 0.000102, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790739, Class: 0.999003, Obj: 0.318931, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.944527, Class: 0.997508, Obj: 0.842667, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709265, Class: 0.991863, Obj: 0.118737, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717313, Class: 0.996515, Obj: 0.211615, No Obj: 0.000118, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685652, Class: 0.994504, Obj: 0.073583, No Obj: 0.000074, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2345 iterations) Last accuracy mAP@0.5 = 77.89 % 2345: 0.498238, 0.387219 avg loss, 0.001000 rate, 3.920715 seconds, 150080 images calculation mAP (mean average precision)... detections_count = 1466, unique_truth_count = 323 rank = 0 of ranks = 1466 rank = 100 of ranks = 1466 rank = 200 of ranks = 1466 rank = 300 of ranks = 1466 rank = 400 of ranks = 1466 rank = 500 of ranks = 1466 rank = 600 of ranks = 1466 rank = 700 of ranks = 1466 rank = 800 of ranks = 1466 rank = 900 of ranks = 1466 rank = 1000 of ranks = 1466 rank = 1100 of ranks = 1466 rank = 1200 of ranks = 1466 rank = 1300 of ranks = 1466 rank = 1400 of ranks = 1466 class_id = 0, name = lca, ap = 75.66% (TP = 186, FP = 37) for thresh = 0.25, precision = 0.83, recall = 0.58, F1-score = 0.68 for thresh = 0.25, TP = 186, FP = 37, FN = 137, average IoU = 63.22 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.756618, or 75.66 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.756618 Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752532, Class: 0.994515, Obj: 0.834291, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686252, Class: 0.995460, Obj: 0.082420, No Obj: 0.000051, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790027, Class: 0.993095, Obj: 0.098419, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.573722, Class: 0.997552, Obj: 0.028550, No Obj: 0.000034, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747038, Class: 0.982563, Obj: 0.103937, No Obj: 0.000202, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.732107, Class: 0.996760, Obj: 0.063830, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875371, Class: 0.991784, Obj: 0.417514, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678161, Class: 0.994740, Obj: 0.103459, No Obj: 0.000057, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.854021, Class: 0.995417, Obj: 0.169120, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692180, Class: 0.990775, Obj: 0.085644, No Obj: 0.000093, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788373, Class: 0.994337, Obj: 0.125212, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790769, Class: 0.995601, Obj: 0.057893, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778464, Class: 0.990875, Obj: 0.452077, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813053, Class: 0.993925, Obj: 0.356223, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880731, Class: 0.992691, Obj: 0.608088, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.528494, Class: 0.991974, Obj: 0.098482, No Obj: 0.000048, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2346: 0.397852, 0.388282 avg loss, 0.001000 rate, 3.719427 seconds, 150144 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807801, Class: 0.994776, Obj: 0.009776, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671316, Class: 0.992133, Obj: 0.113480, No Obj: 0.000040, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820826, Class: 0.986828, Obj: 0.221119, No Obj: 0.000332, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.417212, Class: 0.988731, Obj: 0.030242, No Obj: 0.000048, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624413, Class: 0.995067, Obj: 0.015701, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828201, Class: 0.995478, Obj: 0.119397, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692195, Class: 0.998269, Obj: 0.326359, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723583, Class: 0.989069, Obj: 0.064525, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671285, Class: 0.983397, Obj: 0.265430, No Obj: 0.000186, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.778544, Class: 0.986772, Obj: 0.058662, No Obj: 0.000121, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771093, Class: 0.974167, Obj: 0.001015, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708295, Class: 0.994484, Obj: 0.152139, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.687984, Class: 0.954907, Obj: 0.000539, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800160, Class: 0.996580, Obj: 0.177540, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715015, Class: 0.990606, Obj: 0.086002, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.805840, Class: 0.994635, Obj: 0.134668, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2347: 0.427937, 0.392248 avg loss, 0.001000 rate, 3.920794 seconds, 150208 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.788876, Class: 0.985873, Obj: 0.033581, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657516, Class: 0.990072, Obj: 0.018715, No Obj: 0.000066, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.824518, Class: 0.980066, Obj: 0.075438, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.712094, Class: 0.993407, Obj: 0.029347, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640439, Class: 0.993390, Obj: 0.137047, No Obj: 0.000175, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784737, Class: 0.991467, Obj: 0.000054, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.728744, Class: 0.979017, Obj: 0.333727, No Obj: 0.000549, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749643, Class: 0.998310, Obj: 0.314792, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.757294, Class: 0.995380, Obj: 0.432278, No Obj: 0.000576, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.576520, Class: 0.999726, Obj: 0.408452, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773876, Class: 0.994867, Obj: 0.268660, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.433802, Class: 0.997639, Obj: 0.058835, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738950, Class: 0.989612, Obj: 0.565970, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668776, Class: 0.992617, Obj: 0.035250, No Obj: 0.000095, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798183, Class: 0.998727, Obj: 0.090253, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842339, Class: 0.995552, Obj: 0.245371, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668174, Class: 0.994080, Obj: 0.274840, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2348: 0.405224, 0.393545 avg loss, 0.001000 rate, 3.924136 seconds, 150272 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748612, Class: 0.996517, Obj: 0.720101, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783435, Class: 0.996064, Obj: 0.347132, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782638, Class: 0.981695, Obj: 0.240892, No Obj: 0.000360, .5R: 1.000000, .75R: 0.666667, count: 6 Region 106 Avg IOU: 0.689539, Class: 0.996027, Obj: 0.238700, No Obj: 0.000102, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.747380, Class: 0.982952, Obj: 0.160191, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857003, Class: 0.999034, Obj: 0.060391, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639324, Class: 0.975059, Obj: 0.000040, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724792, Class: 0.969896, Obj: 0.355605, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763473, Class: 0.990302, Obj: 0.632381, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703822, Class: 0.994215, Obj: 0.186307, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909272, Class: 0.981853, Obj: 0.003289, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776274, Class: 0.994785, Obj: 0.254931, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791498, Class: 0.998728, Obj: 0.110267, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.623216, Class: 0.996009, Obj: 0.150844, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641825, Class: 0.996431, Obj: 0.216748, No Obj: 0.000100, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2349: 0.317987, 0.385989 avg loss, 0.001000 rate, 3.907809 seconds, 150336 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762069, Class: 0.997167, Obj: 0.149544, No Obj: 0.000092, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634304, Class: 0.999239, Obj: 0.016909, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.645313, Class: 0.992693, Obj: 0.058273, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714721, Class: 0.988040, Obj: 0.688990, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818652, Class: 0.995233, Obj: 0.152526, No Obj: 0.000150, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870559, Class: 0.998989, Obj: 0.794047, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740568, Class: 0.991307, Obj: 0.169511, No Obj: 0.000110, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851234, Class: 0.998276, Obj: 0.613486, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.880687, Class: 0.996758, Obj: 0.508963, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580765, Class: 0.995579, Obj: 0.649066, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718997, Class: 0.990827, Obj: 0.080745, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851044, Class: 0.996754, Obj: 0.438342, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771473, Class: 0.993217, Obj: 0.057055, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760736, Class: 0.993120, Obj: 0.166818, No Obj: 0.000126, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2350: 0.393097, 0.386700 avg loss, 0.001000 rate, 3.901562 seconds, 150400 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.818407, Class: 0.997456, Obj: 0.794128, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860754, Class: 0.989310, Obj: 0.149962, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731948, Class: 0.995430, Obj: 0.168759, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786128, Class: 0.997239, Obj: 0.198940, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633502, Class: 0.988602, Obj: 0.305355, No Obj: 0.000142, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714918, Class: 0.993576, Obj: 0.325492, No Obj: 0.000082, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759156, Class: 0.997586, Obj: 0.091694, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651489, Class: 0.988011, Obj: 0.017586, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.637182, Class: 0.996823, Obj: 0.243577, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766918, Class: 0.985228, Obj: 0.206447, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.656343, Class: 0.994695, Obj: 0.005526, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661652, Class: 0.994919, Obj: 0.137820, No Obj: 0.000098, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.703076, Class: 0.981458, Obj: 0.001469, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.725907, Class: 0.873540, Obj: 0.003757, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716980, Class: 0.991691, Obj: 0.071601, No Obj: 0.000073, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2351: 0.447187, 0.392749 avg loss, 0.001000 rate, 3.905395 seconds, 150464 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745057, Class: 0.996534, Obj: 0.064969, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.759521, Class: 0.994859, Obj: 0.069896, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809755, Class: 0.999730, Obj: 0.637228, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930603, Class: 0.986214, Obj: 0.526232, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798362, Class: 0.994421, Obj: 0.368474, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.801557, Class: 0.995495, Obj: 0.898992, No Obj: 0.000513, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.962882, Class: 0.985276, Obj: 0.319878, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835171, Class: 0.998502, Obj: 0.127240, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.614800, Class: 0.998454, Obj: 0.436992, No Obj: 0.000348, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775662, Class: 0.995918, Obj: 0.345524, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866141, Class: 0.998300, Obj: 0.014971, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742600, Class: 0.997658, Obj: 0.168817, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798643, Class: 0.994854, Obj: 0.864902, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694999, Class: 0.997434, Obj: 0.016132, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869226, Class: 0.985957, Obj: 0.110931, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728925, Class: 0.994881, Obj: 0.022906, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2352: 0.225754, 0.376049 avg loss, 0.001000 rate, 3.903830 seconds, 150528 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828124, Class: 0.999700, Obj: 0.872426, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699279, Class: 0.994558, Obj: 0.027250, No Obj: 0.000156, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000334, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739155, Class: 0.968491, Obj: 0.019107, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.701090, Class: 0.995069, Obj: 0.134548, No Obj: 0.000098, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.809803, Class: 0.987848, Obj: 0.403887, No Obj: 0.000773, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747270, Class: 0.997535, Obj: 0.228074, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687071, Class: 0.992322, Obj: 0.084670, No Obj: 0.000121, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748950, Class: 0.998030, Obj: 0.193610, No Obj: 0.000139, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.551837, Class: 0.993766, Obj: 0.361111, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628234, Class: 0.992306, Obj: 0.384584, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.760744, Class: 0.992852, Obj: 0.168873, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.939214, Class: 0.986068, Obj: 0.032739, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869966, Class: 0.986164, Obj: 0.698437, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749414, Class: 0.998723, Obj: 0.284028, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754132, Class: 0.998874, Obj: 0.276211, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850841, Class: 0.998691, Obj: 0.416999, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2353: 0.435063, 0.381951 avg loss, 0.001000 rate, 3.925756 seconds, 150592 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427810, Class: 0.995111, Obj: 0.006109, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881868, Class: 0.993762, Obj: 0.338777, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758594, Class: 0.995541, Obj: 0.056096, No Obj: 0.000048, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810961, Class: 0.990711, Obj: 0.210014, No Obj: 0.000378, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787582, Class: 0.997397, Obj: 0.169190, No Obj: 0.000128, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795883, Class: 0.996059, Obj: 0.127280, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759896, Class: 0.997452, Obj: 0.094625, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714976, Class: 0.996844, Obj: 0.219692, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777009, Class: 0.995775, Obj: 0.138891, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666416, Class: 0.996745, Obj: 0.103113, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2354: 0.240444, 0.367800 avg loss, 0.001000 rate, 3.905558 seconds, 150656 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817444, Class: 0.992809, Obj: 0.617041, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800438, Class: 0.975653, Obj: 0.178640, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594093, Class: 0.880427, Obj: 0.001090, No Obj: 0.000029, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792422, Class: 0.993160, Obj: 0.053815, No Obj: 0.000072, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767286, Class: 0.993157, Obj: 0.034919, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791161, Class: 0.989996, Obj: 0.023548, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686091, Class: 0.996104, Obj: 0.064944, No Obj: 0.000061, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759902, Class: 0.996741, Obj: 0.149186, No Obj: 0.000169, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.766576, Class: 0.993071, Obj: 0.015319, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685345, Class: 0.998225, Obj: 0.078375, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.778384, Class: 0.995210, Obj: 0.172074, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2355: 0.317802, 0.362800 avg loss, 0.001000 rate, 3.906141 seconds, 150720 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744240, Class: 0.992367, Obj: 0.164648, No Obj: 0.000112, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.800213, Class: 0.981278, Obj: 0.530086, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.627211, Class: 0.989164, Obj: 0.118836, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761688, Class: 0.996418, Obj: 0.032638, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716751, Class: 0.998590, Obj: 0.218161, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690000, Class: 0.991450, Obj: 0.043094, No Obj: 0.000089, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688588, Class: 0.993809, Obj: 0.013875, No Obj: 0.000053, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850062, Class: 0.989054, Obj: 0.412623, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.888529, Class: 0.998162, Obj: 0.830153, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679926, Class: 0.994741, Obj: 0.331926, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.709557, Class: 0.997877, Obj: 0.117281, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.902956, Class: 0.979533, Obj: 0.140106, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.422290, Class: 0.994559, Obj: 0.022593, No Obj: 0.000034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725105, Class: 0.999522, Obj: 0.571748, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744264, Class: 0.998759, Obj: 0.160109, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2356: 0.339653, 0.360485 avg loss, 0.001000 rate, 3.903690 seconds, 150784 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710271, Class: 0.993227, Obj: 0.271141, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.811146, Class: 0.998500, Obj: 0.175856, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575991, Class: 0.995835, Obj: 0.120733, No Obj: 0.000060, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835362, Class: 0.995457, Obj: 0.206744, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.792511, Class: 0.997430, Obj: 0.111548, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729448, Class: 0.996621, Obj: 0.519071, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669852, Class: 0.995865, Obj: 0.146823, No Obj: 0.000121, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.734913, Class: 0.998868, Obj: 0.800060, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765036, Class: 0.998503, Obj: 0.316797, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.962425, Class: 0.993697, Obj: 0.536856, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710355, Class: 0.994445, Obj: 0.252160, No Obj: 0.000103, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772000, Class: 0.967960, Obj: 0.111272, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777936, Class: 0.995645, Obj: 0.045656, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645432, Class: 0.996194, Obj: 0.216418, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.770553, Class: 0.994250, Obj: 0.128684, No Obj: 0.000165, .5R: 1.000000, .75R: 0.636364, count: 11 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2357: 0.411585, 0.365595 avg loss, 0.001000 rate, 3.903814 seconds, 150848 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856495, Class: 0.986328, Obj: 0.183983, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.700331, Class: 0.996955, Obj: 0.249446, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.869374, Class: 0.995855, Obj: 0.272006, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795514, Class: 0.994394, Obj: 0.075063, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772817, Class: 0.995895, Obj: 0.102835, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733458, Class: 0.973022, Obj: 0.005484, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736737, Class: 0.997725, Obj: 0.239995, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732812, Class: 0.997290, Obj: 0.150274, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794772, Class: 0.998275, Obj: 0.142321, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740134, Class: 0.999521, Obj: 0.354728, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811575, Class: 0.994733, Obj: 0.066685, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2358: 0.194564, 0.348492 avg loss, 0.001000 rate, 3.901972 seconds, 150912 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624303, Class: 0.993941, Obj: 0.066560, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804776, Class: 0.989534, Obj: 0.564856, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.823383, Class: 0.997624, Obj: 0.224435, No Obj: 0.000168, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925035, Class: 0.996305, Obj: 0.473442, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683833, Class: 0.997213, Obj: 0.099437, No Obj: 0.000084, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658015, Class: 0.942851, Obj: 0.000229, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763265, Class: 0.983574, Obj: 0.043979, No Obj: 0.000053, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828666, Class: 0.995619, Obj: 0.217906, No Obj: 0.000154, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811570, Class: 0.998388, Obj: 0.607545, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745907, Class: 0.996791, Obj: 0.115911, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826373, Class: 0.998885, Obj: 0.334406, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836380, Class: 0.997300, Obj: 0.138061, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688682, Class: 0.996516, Obj: 0.090176, No Obj: 0.000136, .5R: 0.750000, .75R: 0.625000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2359: 0.410868, 0.354730 avg loss, 0.001000 rate, 3.901900 seconds, 150976 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817666, Class: 0.994383, Obj: 0.307165, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847019, Class: 0.995005, Obj: 0.171092, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884608, Class: 0.984922, Obj: 0.296117, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746011, Class: 0.998177, Obj: 0.212275, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601749, Class: 0.995882, Obj: 0.319840, No Obj: 0.000073, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.695434, Class: 0.999143, Obj: 0.753352, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.748003, Class: 0.998814, Obj: 0.567873, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814065, Class: 0.998730, Obj: 0.168168, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.696153, Class: 0.994532, Obj: 0.396729, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720985, Class: 0.993274, Obj: 0.013880, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756308, Class: 0.997291, Obj: 0.070036, No Obj: 0.000069, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.771745, Class: 0.996032, Obj: 0.105945, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.956340, Class: 0.993760, Obj: 0.555896, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.935652, Class: 0.998442, Obj: 0.033244, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801440, Class: 0.986921, Obj: 0.157819, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777765, Class: 0.995548, Obj: 0.144287, No Obj: 0.000123, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2360: 0.285667, 0.347824 avg loss, 0.001000 rate, 3.904111 seconds, 151040 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788002, Class: 0.986621, Obj: 0.260663, No Obj: 0.000256, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.722005, Class: 0.996971, Obj: 0.262996, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892409, Class: 0.997883, Obj: 0.374918, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838065, Class: 0.996470, Obj: 0.244240, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860751, Class: 0.994384, Obj: 0.292457, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709587, Class: 0.997736, Obj: 0.147536, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799335, Class: 0.987444, Obj: 0.213726, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.603521, Class: 0.990056, Obj: 0.020669, No Obj: 0.000055, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761945, Class: 0.989850, Obj: 0.207694, No Obj: 0.000383, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.726835, Class: 0.998110, Obj: 0.449520, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861431, Class: 0.998435, Obj: 0.341831, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680175, Class: 0.997300, Obj: 0.058561, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778328, Class: 0.985345, Obj: 0.390595, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700945, Class: 0.993576, Obj: 0.075080, No Obj: 0.000098, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718657, Class: 0.986115, Obj: 0.607010, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650799, Class: 0.996606, Obj: 0.166354, No Obj: 0.000120, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2361: 0.480927, 0.361134 avg loss, 0.001000 rate, 3.905727 seconds, 151104 images Loaded: 0.000066 seconds Region 82 Avg IOU: 0.706993, Class: 0.983169, Obj: 0.057389, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.697020, Class: 0.962631, Obj: 0.000063, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636965, Class: 0.997032, Obj: 0.008209, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793891, Class: 0.995691, Obj: 0.045010, No Obj: 0.000085, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886017, Class: 0.991021, Obj: 0.047762, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.756049, Class: 0.999252, Obj: 0.332357, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712377, Class: 0.996489, Obj: 0.204500, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.656713, Class: 0.996813, Obj: 0.146696, No Obj: 0.000057, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.458462, Class: 0.946053, Obj: 0.000520, No Obj: 0.000026, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.734661, Class: 0.984313, Obj: 0.042905, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706999, Class: 0.993478, Obj: 0.054982, No Obj: 0.000144, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.778709, Class: 0.996194, Obj: 0.038558, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772356, Class: 0.996711, Obj: 0.059689, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760223, Class: 0.995128, Obj: 0.290935, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780204, Class: 0.997814, Obj: 0.147304, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2362: 0.385442, 0.363565 avg loss, 0.001000 rate, 3.904878 seconds, 151168 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761257, Class: 0.997651, Obj: 0.030303, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754732, Class: 0.989689, Obj: 0.099015, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.880828, Class: 0.995532, Obj: 0.193171, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738289, Class: 0.984938, Obj: 0.108090, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.645932, Class: 0.990443, Obj: 0.064167, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867828, Class: 0.999653, Obj: 0.136780, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703958, Class: 0.996532, Obj: 0.028654, No Obj: 0.000059, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905019, Class: 0.995483, Obj: 0.039257, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.505268, Class: 0.996096, Obj: 0.148842, No Obj: 0.000055, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.596155, Class: 0.998706, Obj: 0.532779, No Obj: 0.000418, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.329649, Class: 0.996219, Obj: 0.025512, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765960, Class: 0.995518, Obj: 0.494083, No Obj: 0.000415, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.710376, Class: 0.995043, Obj: 0.071593, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.778733, Class: 0.997882, Obj: 0.697931, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.850905, Class: 0.999729, Obj: 0.468418, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730969, Class: 0.999578, Obj: 0.190494, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2363: 0.340117, 0.361220 avg loss, 0.001000 rate, 3.905593 seconds, 151232 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715333, Class: 0.980133, Obj: 0.007421, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732381, Class: 0.999386, Obj: 0.399711, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.644015, Class: 0.970365, Obj: 0.001698, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719708, Class: 0.999044, Obj: 0.287621, No Obj: 0.000237, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.525389, Class: 0.998386, Obj: 0.099677, No Obj: 0.000146, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868777, Class: 0.998542, Obj: 0.167040, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.603631, Class: 0.994603, Obj: 0.215300, No Obj: 0.000133, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805309, Class: 0.993377, Obj: 0.500357, No Obj: 0.000255, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.536305, Class: 0.969757, Obj: 0.000149, No Obj: 0.000049, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886112, Class: 0.997129, Obj: 0.423892, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.698647, Class: 0.996735, Obj: 0.213324, No Obj: 0.000169, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689034, Class: 0.987992, Obj: 0.097774, No Obj: 0.000126, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.667802, Class: 0.998790, Obj: 0.181566, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783919, Class: 0.998757, Obj: 0.241351, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759905, Class: 0.997930, Obj: 0.269069, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662001, Class: 0.995124, Obj: 0.001482, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770057, Class: 0.997914, Obj: 0.276355, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2364: 0.438964, 0.368994 avg loss, 0.001000 rate, 3.909838 seconds, 151296 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.740614, Class: 0.996373, Obj: 0.676015, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.874366, Class: 0.998049, Obj: 0.073486, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750446, Class: 0.996674, Obj: 0.039763, No Obj: 0.000138, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867893, Class: 0.983844, Obj: 0.001273, No Obj: 0.000004, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763894, Class: 0.998494, Obj: 0.114869, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.750556, Class: 0.996635, Obj: 0.585438, No Obj: 0.000396, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.796479, Class: 0.995742, Obj: 0.557443, No Obj: 0.000419, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708072, Class: 0.995481, Obj: 0.097824, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791297, Class: 0.998475, Obj: 0.053519, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.755004, Class: 0.995607, Obj: 0.106311, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782936, Class: 0.963577, Obj: 0.227271, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770026, Class: 0.995102, Obj: 0.164221, No Obj: 0.000150, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851878, Class: 0.998593, Obj: 0.635152, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783720, Class: 0.994508, Obj: 0.139020, No Obj: 0.000074, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604947, Class: 0.982167, Obj: 0.031897, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.792441, Class: 0.995616, Obj: 0.119543, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871604, Class: 0.994679, Obj: 0.554088, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674498, Class: 0.993589, Obj: 0.329483, No Obj: 0.000088, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2365: 0.397287, 0.371824 avg loss, 0.001000 rate, 3.906278 seconds, 151360 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806709, Class: 0.998270, Obj: 0.247608, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738672, Class: 0.991946, Obj: 0.130669, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750876, Class: 0.996710, Obj: 0.110197, No Obj: 0.000081, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728429, Class: 0.990537, Obj: 0.102531, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.837301, Class: 0.996601, Obj: 0.161040, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831268, Class: 0.991984, Obj: 0.077712, No Obj: 0.000255, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.691526, Class: 0.985038, Obj: 0.074296, No Obj: 0.000123, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436213, Class: 0.978426, Obj: 0.002947, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569235, Class: 0.977972, Obj: 0.000385, No Obj: 0.000024, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912645, Class: 0.997075, Obj: 0.611327, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749564, Class: 0.998824, Obj: 0.193829, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827594, Class: 0.999382, Obj: 0.345005, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829480, Class: 0.996486, Obj: 0.335167, No Obj: 0.000182, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666571, Class: 0.998601, Obj: 0.229575, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2366: 0.347454, 0.369387 avg loss, 0.001000 rate, 3.909940 seconds, 151424 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.720918, Class: 0.966592, Obj: 0.005338, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807047, Class: 0.985224, Obj: 0.141490, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747186, Class: 0.996435, Obj: 0.112805, No Obj: 0.000115, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.836972, Class: 0.992067, Obj: 0.844609, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873872, Class: 0.996871, Obj: 0.172383, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808378, Class: 0.998893, Obj: 0.272944, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.530530, Class: 0.998147, Obj: 0.045864, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597099, Class: 0.997988, Obj: 0.223145, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857790, Class: 0.986957, Obj: 0.241347, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768363, Class: 0.994206, Obj: 0.252173, No Obj: 0.000179, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722005, Class: 0.994328, Obj: 0.556804, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677152, Class: 0.993107, Obj: 0.619321, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734846, Class: 0.998649, Obj: 0.110267, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874615, Class: 0.995645, Obj: 0.312037, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792933, Class: 0.997390, Obj: 0.030118, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2367: 0.358039, 0.368252 avg loss, 0.001000 rate, 3.901946 seconds, 151488 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689757, Class: 0.996710, Obj: 0.393460, No Obj: 0.000283, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.813726, Class: 0.996848, Obj: 0.253127, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852234, Class: 0.999275, Obj: 0.286679, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517692, Class: 0.961297, Obj: 0.034887, No Obj: 0.000092, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854074, Class: 0.998853, Obj: 0.544250, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683725, Class: 0.994045, Obj: 0.077894, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.733605, Class: 0.985105, Obj: 0.001703, No Obj: 0.000005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731507, Class: 0.996974, Obj: 0.201753, No Obj: 0.000181, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718003, Class: 0.999636, Obj: 0.205975, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723917, Class: 0.994789, Obj: 0.174396, No Obj: 0.000200, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688020, Class: 0.998058, Obj: 0.086325, No Obj: 0.000112, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733283, Class: 0.994845, Obj: 0.349093, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812122, Class: 0.998075, Obj: 0.326548, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2368: 0.368088, 0.368236 avg loss, 0.001000 rate, 3.903525 seconds, 151552 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685866, Class: 0.989933, Obj: 0.010899, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653711, Class: 0.997185, Obj: 0.189688, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.593207, Class: 0.917220, Obj: 0.000095, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.653128, Class: 0.999918, Obj: 0.893868, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815734, Class: 0.999686, Obj: 0.365945, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.550635, Class: 0.793420, Obj: 0.000015, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739848, Class: 0.995011, Obj: 0.015016, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770057, Class: 0.999326, Obj: 0.864520, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694997, Class: 0.996947, Obj: 0.196214, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881818, Class: 0.999840, Obj: 0.904654, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726955, Class: 0.994307, Obj: 0.144003, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678582, Class: 0.989475, Obj: 0.354976, No Obj: 0.000305, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.766278, Class: 0.999243, Obj: 0.193809, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838604, Class: 0.999541, Obj: 0.691146, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650047, Class: 0.998231, Obj: 0.249573, No Obj: 0.000088, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.831893, Class: 0.998491, Obj: 0.492624, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.613378, Class: 0.984933, Obj: 0.000037, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662564, Class: 0.995825, Obj: 0.176312, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2369: 0.314235, 0.362836 avg loss, 0.001000 rate, 3.903438 seconds, 151616 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657290, Class: 0.993316, Obj: 0.156705, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701151, Class: 0.997761, Obj: 0.131597, No Obj: 0.000082, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734504, Class: 0.996828, Obj: 0.069532, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760411, Class: 0.998714, Obj: 0.521226, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867896, Class: 0.999402, Obj: 0.273775, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.657566, Class: 0.981720, Obj: 0.000876, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.666649, Class: 0.998489, Obj: 0.581114, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768603, Class: 0.996422, Obj: 0.200735, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.723049, Class: 0.994262, Obj: 0.285736, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790803, Class: 0.996375, Obj: 0.330026, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.870416, Class: 0.998586, Obj: 0.225931, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.637655, Class: 0.956495, Obj: 0.000195, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675119, Class: 0.993270, Obj: 0.010174, No Obj: 0.000071, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.818417, Class: 0.964374, Obj: 0.018253, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716266, Class: 0.998946, Obj: 0.131412, No Obj: 0.000078, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2370: 0.364035, 0.362956 avg loss, 0.001000 rate, 3.905458 seconds, 151680 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.785383, Class: 0.959124, Obj: 0.687096, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.871878, Class: 0.996220, Obj: 0.653618, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728615, Class: 0.995965, Obj: 0.060895, No Obj: 0.000069, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851620, Class: 0.993335, Obj: 0.519479, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.824894, Class: 0.997443, Obj: 0.145473, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689269, Class: 0.998369, Obj: 0.366451, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742967, Class: 0.997922, Obj: 0.295487, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758756, Class: 0.997025, Obj: 0.246960, No Obj: 0.000160, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570211, Class: 0.981208, Obj: 0.002119, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.730015, Class: 0.996751, Obj: 0.228707, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802752, Class: 0.999909, Obj: 0.179914, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742187, Class: 0.991519, Obj: 0.101848, No Obj: 0.000070, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.760004, Class: 0.994685, Obj: 0.853224, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.907301, Class: 0.999538, Obj: 0.392293, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843648, Class: 0.988321, Obj: 0.045697, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810842, Class: 0.997768, Obj: 0.154639, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2371: 0.344269, 0.361087 avg loss, 0.001000 rate, 3.900889 seconds, 151744 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000274, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781786, Class: 0.999258, Obj: 0.165815, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675511, Class: 0.994843, Obj: 0.037589, No Obj: 0.000077, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764032, Class: 0.998358, Obj: 0.182104, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800490, Class: 0.999793, Obj: 0.578054, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758639, Class: 0.996968, Obj: 0.133838, No Obj: 0.000154, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.864929, Class: 0.993828, Obj: 0.059668, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.881742, Class: 0.989586, Obj: 0.099221, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772043, Class: 0.997704, Obj: 0.231497, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870698, Class: 0.997005, Obj: 0.386855, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613245, Class: 0.995060, Obj: 0.101202, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.695250, Class: 0.964060, Obj: 0.019656, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.753764, Class: 0.997578, Obj: 0.467361, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710507, Class: 0.996390, Obj: 0.257024, No Obj: 0.000081, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809240, Class: 0.997337, Obj: 0.100008, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2372: 0.451580, 0.370136 avg loss, 0.001000 rate, 3.908782 seconds, 151808 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817132, Class: 0.996723, Obj: 0.368270, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679135, Class: 0.998103, Obj: 0.249075, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.503193, Class: 0.993621, Obj: 0.044110, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.678206, Class: 0.991685, Obj: 0.151655, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.687167, Class: 0.994086, Obj: 0.053414, No Obj: 0.000118, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.855553, Class: 0.998713, Obj: 0.547245, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.713333, Class: 0.993683, Obj: 0.088970, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684835, Class: 0.997286, Obj: 0.149757, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.845774, Class: 0.985879, Obj: 0.022545, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.878276, Class: 0.998347, Obj: 0.286439, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701148, Class: 0.996607, Obj: 0.163122, No Obj: 0.000140, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701169, Class: 0.996402, Obj: 0.016033, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.559391, Class: 0.991206, Obj: 0.007587, No Obj: 0.000042, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.861941, Class: 0.996384, Obj: 0.106127, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736904, Class: 0.992613, Obj: 0.032211, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720626, Class: 0.997771, Obj: 0.151419, No Obj: 0.000123, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827554, Class: 0.974599, Obj: 0.160435, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.598059, Class: 0.992941, Obj: 0.006416, No Obj: 0.000059, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825979, Class: 0.999788, Obj: 0.352559, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706277, Class: 0.999217, Obj: 0.032204, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2373: 0.534758, 0.386598 avg loss, 0.001000 rate, 3.919752 seconds, 151872 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676519, Class: 0.995963, Obj: 0.164191, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795605, Class: 0.998727, Obj: 0.194617, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797960, Class: 0.994285, Obj: 0.316343, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.907125, Class: 0.998516, Obj: 0.009364, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.469210, Class: 0.990779, Obj: 0.070171, No Obj: 0.000169, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.733225, Class: 0.993916, Obj: 0.020166, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683971, Class: 0.995859, Obj: 0.118459, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.687137, Class: 0.996869, Obj: 0.443336, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667834, Class: 0.998434, Obj: 0.177424, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.846184, Class: 0.987036, Obj: 0.154814, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843886, Class: 0.986439, Obj: 0.000217, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740799, Class: 0.998391, Obj: 0.257308, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.614555, Class: 0.988625, Obj: 0.009839, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682354, Class: 0.997358, Obj: 0.214766, No Obj: 0.000165, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890073, Class: 0.993740, Obj: 0.093928, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781187, Class: 0.998833, Obj: 0.275001, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852308, Class: 0.998392, Obj: 0.758861, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739762, Class: 0.999118, Obj: 0.246981, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2374: 0.298278, 0.377766 avg loss, 0.001000 rate, 3.905630 seconds, 151936 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754652, Class: 0.984400, Obj: 0.009328, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749024, Class: 0.998164, Obj: 0.023480, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.497370, Class: 0.996866, Obj: 0.317405, No Obj: 0.000155, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703060, Class: 0.996881, Obj: 0.144964, No Obj: 0.000092, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757561, Class: 0.997912, Obj: 0.339424, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668129, Class: 0.997596, Obj: 0.155734, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665159, Class: 0.996047, Obj: 0.089273, No Obj: 0.000117, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776429, Class: 0.997421, Obj: 0.000042, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.344012, Class: 0.999338, Obj: 0.011334, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.666684, Class: 0.994396, Obj: 0.087657, No Obj: 0.000252, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.761837, Class: 0.995517, Obj: 0.163788, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719301, Class: 0.996316, Obj: 0.185087, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655378, Class: 0.993184, Obj: 0.008706, No Obj: 0.000053, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2375: 0.389135, 0.378903 avg loss, 0.001000 rate, 3.903335 seconds, 152000 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.706033, Class: 0.995553, Obj: 0.096102, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.690950, Class: 0.998589, Obj: 0.027383, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707802, Class: 0.994336, Obj: 0.253163, No Obj: 0.000128, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814567, Class: 0.999768, Obj: 0.408363, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755382, Class: 0.998919, Obj: 0.255608, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810057, Class: 0.975313, Obj: 0.125185, No Obj: 0.000160, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.775938, Class: 0.995936, Obj: 0.063022, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841390, Class: 0.994904, Obj: 0.235186, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.497255, Class: 0.995425, Obj: 0.082028, No Obj: 0.000080, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.464362, Class: 0.994371, Obj: 0.081061, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672555, Class: 0.952460, Obj: 0.123343, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.778136, Class: 0.998816, Obj: 0.383234, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.633710, Class: 0.977211, Obj: 0.025126, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779772, Class: 0.997461, Obj: 0.162490, No Obj: 0.000176, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: 0.942873, Class: 0.987083, Obj: 0.173925, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752231, Class: 0.998606, Obj: 0.212506, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2376: 0.424932, 0.383506 avg loss, 0.001000 rate, 3.906015 seconds, 152064 images Loaded: 0.000029 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753976, Class: 0.987544, Obj: 0.013235, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.663097, Class: 0.997084, Obj: 0.380650, No Obj: 0.000091, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674431, Class: 0.997094, Obj: 0.081966, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816708, Class: 0.999731, Obj: 0.158575, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760785, Class: 0.998896, Obj: 0.190592, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824492, Class: 0.998195, Obj: 0.101420, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674662, Class: 0.995867, Obj: 0.049138, No Obj: 0.000046, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868078, Class: 0.998820, Obj: 0.038405, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773874, Class: 0.996350, Obj: 0.351228, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864963, Class: 0.997813, Obj: 0.179065, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670031, Class: 0.996941, Obj: 0.159082, No Obj: 0.000132, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791484, Class: 0.984289, Obj: 0.009139, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743559, Class: 0.994148, Obj: 0.093238, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2377: 0.402007, 0.385356 avg loss, 0.001000 rate, 3.902475 seconds, 152128 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703153, Class: 0.993025, Obj: 0.112542, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.757311, Class: 0.998686, Obj: 0.125162, No Obj: 0.000127, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710685, Class: 0.996896, Obj: 0.043078, No Obj: 0.000073, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638453, Class: 0.991605, Obj: 0.030761, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679954, Class: 0.997113, Obj: 0.127337, No Obj: 0.000061, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865054, Class: 0.999654, Obj: 0.324810, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730338, Class: 0.994672, Obj: 0.091862, No Obj: 0.000125, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770924, Class: 0.996667, Obj: 0.009041, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774768, Class: 0.992542, Obj: 0.130435, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724289, Class: 0.998620, Obj: 0.101073, No Obj: 0.000094, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.778344, Class: 0.997465, Obj: 0.395538, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.901067, Class: 0.997956, Obj: 0.047059, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.693554, Class: 0.987268, Obj: 0.007604, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870995, Class: 0.967946, Obj: 0.017687, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713011, Class: 0.998065, Obj: 0.035773, No Obj: 0.000059, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2378: 0.456915, 0.392512 avg loss, 0.001000 rate, 3.923302 seconds, 152192 images Loaded: 0.000069 seconds Region 82 Avg IOU: 0.577878, Class: 0.943224, Obj: 0.045501, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650565, Class: 0.997691, Obj: 0.136157, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.754733, Class: 0.999179, Obj: 0.922619, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.713218, Class: 0.972946, Obj: 0.008060, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757789, Class: 0.991664, Obj: 0.086419, No Obj: 0.000060, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855771, Class: 0.996966, Obj: 0.193297, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707385, Class: 0.980610, Obj: 0.137466, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688706, Class: 0.997489, Obj: 0.352666, No Obj: 0.000103, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841748, Class: 0.995260, Obj: 0.388774, No Obj: 0.000289, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.749846, Class: 0.994860, Obj: 0.007504, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.694249, Class: 0.990318, Obj: 0.012196, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.796299, Class: 0.996867, Obj: 0.030679, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648555, Class: 0.994858, Obj: 0.084250, No Obj: 0.000124, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584103, Class: 0.992362, Obj: 0.022984, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748274, Class: 0.995397, Obj: 0.124068, No Obj: 0.000076, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795675, Class: 0.998109, Obj: 0.184107, No Obj: 0.000120, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2379: 0.440155, 0.397276 avg loss, 0.001000 rate, 3.903511 seconds, 152256 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685761, Class: 0.998486, Obj: 0.144246, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838072, Class: 0.999608, Obj: 0.367881, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774948, Class: 0.989543, Obj: 0.052061, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748513, Class: 0.996791, Obj: 0.350645, No Obj: 0.000121, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770912, Class: 0.996145, Obj: 0.102122, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.634058, Class: 0.990900, Obj: 0.122896, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653303, Class: 0.989571, Obj: 0.524809, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662442, Class: 0.996402, Obj: 0.068941, No Obj: 0.000130, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682575, Class: 0.996472, Obj: 0.366912, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748482, Class: 0.998701, Obj: 0.281128, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858370, Class: 0.993596, Obj: 0.319640, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.597795, Class: 0.993478, Obj: 0.025208, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.765128, Class: 0.996367, Obj: 0.104908, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.674092, Class: 0.999912, Obj: 0.587661, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739443, Class: 0.995527, Obj: 0.177686, No Obj: 0.000212, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2380: 0.419140, 0.399463 avg loss, 0.001000 rate, 3.907739 seconds, 152320 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825796, Class: 0.994013, Obj: 0.397221, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777678, Class: 0.996902, Obj: 0.123839, No Obj: 0.000169, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714124, Class: 0.997426, Obj: 0.490624, No Obj: 0.000198, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.844993, Class: 0.993255, Obj: 0.016390, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784100, Class: 0.996820, Obj: 0.052835, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708060, Class: 0.994841, Obj: 0.141940, No Obj: 0.000150, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722513, Class: 0.999928, Obj: 0.165953, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768616, Class: 0.993825, Obj: 0.107877, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831759, Class: 0.978242, Obj: 0.006354, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.787742, Class: 0.992578, Obj: 0.000588, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.724838, Class: 0.995552, Obj: 0.874605, No Obj: 0.000439, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634425, Class: 0.989641, Obj: 0.128559, No Obj: 0.000037, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750520, Class: 0.991481, Obj: 0.126207, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751304, Class: 0.998133, Obj: 0.352173, No Obj: 0.000223, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759739, Class: 0.997622, Obj: 0.055783, No Obj: 0.000126, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2381: 0.396732, 0.399190 avg loss, 0.001000 rate, 3.906949 seconds, 152384 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718248, Class: 0.995432, Obj: 0.046186, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748760, Class: 0.996930, Obj: 0.110285, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874145, Class: 0.999480, Obj: 0.614156, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838143, Class: 0.997858, Obj: 0.083803, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704459, Class: 0.990205, Obj: 0.009434, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770825, Class: 0.994491, Obj: 0.148525, No Obj: 0.000114, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.450021, Class: 0.996584, Obj: 0.008534, No Obj: 0.000021, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824214, Class: 0.998579, Obj: 0.818270, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751182, Class: 0.999490, Obj: 0.130935, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856493, Class: 0.991304, Obj: 0.336922, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724438, Class: 0.998608, Obj: 0.384283, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684553, Class: 0.995275, Obj: 0.258960, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.617086, Class: 0.998458, Obj: 0.038111, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2382: 0.261593, 0.385430 avg loss, 0.001000 rate, 3.901580 seconds, 152448 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.758948, Class: 0.994943, Obj: 0.779846, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818589, Class: 0.990118, Obj: 0.193458, No Obj: 0.000342, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672643, Class: 0.998333, Obj: 0.104566, No Obj: 0.000069, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663769, Class: 0.995903, Obj: 0.058046, No Obj: 0.000111, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732987, Class: 0.996560, Obj: 0.067012, No Obj: 0.000187, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.736350, Class: 0.998246, Obj: 0.428629, No Obj: 0.000139, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842198, Class: 0.998229, Obj: 0.185081, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729978, Class: 0.998086, Obj: 0.155427, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.757214, Class: 0.998410, Obj: 0.577235, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.752963, Class: 0.998130, Obj: 0.282782, No Obj: 0.000264, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.825398, Class: 0.997392, Obj: 0.298807, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.800766, Class: 0.999188, Obj: 0.792984, No Obj: 0.000394, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639478, Class: 0.995084, Obj: 0.047395, No Obj: 0.000117, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2383: 0.381555, 0.385042 avg loss, 0.001000 rate, 3.903118 seconds, 152512 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779917, Class: 0.998299, Obj: 0.028396, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624717, Class: 0.997324, Obj: 0.029230, No Obj: 0.000039, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.719132, Class: 0.989701, Obj: 0.192796, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.821252, Class: 0.992337, Obj: 0.469337, No Obj: 0.000426, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.739188, Class: 0.990196, Obj: 0.141689, No Obj: 0.000160, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668826, Class: 0.993477, Obj: 0.047858, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.886768, Class: 0.997218, Obj: 0.513175, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883215, Class: 0.992886, Obj: 0.572718, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764338, Class: 0.996407, Obj: 0.110641, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798866, Class: 0.996483, Obj: 0.594302, No Obj: 0.000421, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.741850, Class: 0.998917, Obj: 0.121048, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.714484, Class: 0.990181, Obj: 0.936260, No Obj: 0.000514, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718362, Class: 0.994619, Obj: 0.115237, No Obj: 0.000076, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713122, Class: 0.995754, Obj: 0.457648, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.561835, Class: 0.995761, Obj: 0.057563, No Obj: 0.000082, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888368, Class: 0.998122, Obj: 0.449801, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750052, Class: 0.992597, Obj: 0.064104, No Obj: 0.000116, .5R: 1.000000, .75R: 0.400000, count: 10 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2384: 0.482699, 0.394808 avg loss, 0.001000 rate, 3.906695 seconds, 152576 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882280, Class: 0.994493, Obj: 0.088328, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683190, Class: 0.995271, Obj: 0.063649, No Obj: 0.000081, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894708, Class: 0.999666, Obj: 0.323380, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.541890, Class: 0.974758, Obj: 0.086417, No Obj: 0.000078, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.947246, Class: 0.998376, Obj: 0.896680, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.803159, Class: 0.994748, Obj: 0.490067, No Obj: 0.000438, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.752979, Class: 0.995983, Obj: 0.242115, No Obj: 0.000132, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877613, Class: 0.973286, Obj: 0.004355, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767300, Class: 0.997040, Obj: 0.106614, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.537059, Class: 0.999341, Obj: 0.458416, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.752699, Class: 0.999538, Obj: 0.759020, No Obj: 0.000385, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683171, Class: 0.995864, Obj: 0.064758, No Obj: 0.000092, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.478325, Class: 0.774357, Obj: 0.000404, No Obj: 0.000082, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740716, Class: 0.997258, Obj: 0.158841, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622869, Class: 0.995636, Obj: 0.039959, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835541, Class: 0.995194, Obj: 0.438076, No Obj: 0.000273, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.741007, Class: 0.997585, Obj: 0.287950, No Obj: 0.000143, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2385: 0.525984, 0.407926 avg loss, 0.001000 rate, 3.900716 seconds, 152640 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761645, Class: 0.997324, Obj: 0.173388, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843702, Class: 0.992714, Obj: 0.353168, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791040, Class: 0.996990, Obj: 0.279322, No Obj: 0.000181, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.638951, Class: 0.945573, Obj: 0.048744, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.756463, Class: 0.999670, Obj: 0.327572, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703660, Class: 0.995724, Obj: 0.070708, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712940, Class: 0.995266, Obj: 0.067885, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804720, Class: 0.997525, Obj: 0.413993, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.573287, Class: 0.992847, Obj: 0.089176, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.702617, Class: 0.969975, Obj: 0.419642, No Obj: 0.000437, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.779172, Class: 0.999873, Obj: 0.260402, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743392, Class: 0.999192, Obj: 0.164734, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648919, Class: 0.991457, Obj: 0.050940, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830318, Class: 0.999846, Obj: 0.612681, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642754, Class: 0.997312, Obj: 0.142069, No Obj: 0.000080, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2386: 0.324602, 0.399593 avg loss, 0.001000 rate, 3.904787 seconds, 152704 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854905, Class: 0.998682, Obj: 0.253888, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889559, Class: 0.999091, Obj: 0.081938, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735843, Class: 0.997051, Obj: 0.100973, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748523, Class: 0.998184, Obj: 0.221652, No Obj: 0.000197, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856926, Class: 0.997617, Obj: 0.481653, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771157, Class: 0.998734, Obj: 0.379104, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871405, Class: 0.995491, Obj: 0.138631, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752938, Class: 0.996518, Obj: 0.017121, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927634, Class: 0.999968, Obj: 0.967782, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687267, Class: 0.995059, Obj: 0.071837, No Obj: 0.000121, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710074, Class: 0.997342, Obj: 0.243647, No Obj: 0.000116, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727526, Class: 0.998975, Obj: 0.092412, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.470474, Class: 0.989945, Obj: 0.029342, No Obj: 0.000103, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2387: 0.356575, 0.395292 avg loss, 0.001000 rate, 3.909782 seconds, 152768 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721097, Class: 0.997685, Obj: 0.058099, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753401, Class: 0.992286, Obj: 0.048937, No Obj: 0.000141, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822862, Class: 0.998024, Obj: 0.312675, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784988, Class: 0.995063, Obj: 0.680164, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852717, Class: 0.999228, Obj: 0.057704, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705324, Class: 0.997962, Obj: 0.240528, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.768709, Class: 0.935680, Obj: 0.283462, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.896915, Class: 0.997093, Obj: 0.158237, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.665804, Class: 0.997552, Obj: 0.106280, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000435, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678737, Class: 0.989820, Obj: 0.188803, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.546481, Class: 0.963439, Obj: 0.000164, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858766, Class: 0.999054, Obj: 0.765704, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654341, Class: 0.997083, Obj: 0.222449, No Obj: 0.000113, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2388: 0.418523, 0.397615 avg loss, 0.001000 rate, 3.920714 seconds, 152832 images Loaded: 0.000031 seconds Region 82 Avg IOU: 0.733841, Class: 0.993112, Obj: 0.270716, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.647513, Class: 0.996737, Obj: 0.163054, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742036, Class: 0.994313, Obj: 0.233741, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734579, Class: 0.995680, Obj: 0.123169, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.778852, Class: 0.943899, Obj: 0.106021, No Obj: 0.000452, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.725230, Class: 0.994546, Obj: 0.129942, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.553833, Class: 0.995754, Obj: 0.086595, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.805704, Class: 0.995302, Obj: 0.169230, No Obj: 0.000119, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779118, Class: 0.995981, Obj: 0.246981, No Obj: 0.000104, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734047, Class: 0.996130, Obj: 0.185986, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806436, Class: 0.997255, Obj: 0.114498, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.802127, Class: 0.992903, Obj: 0.082939, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809330, Class: 0.995697, Obj: 0.600389, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777533, Class: 0.998815, Obj: 0.186784, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746550, Class: 0.997396, Obj: 0.087318, No Obj: 0.000173, .5R: 0.875000, .75R: 0.750000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2389: 0.380912, 0.395944 avg loss, 0.001000 rate, 3.906018 seconds, 152896 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.870155, Class: 0.996006, Obj: 0.160536, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798775, Class: 0.996153, Obj: 0.456076, No Obj: 0.000412, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743418, Class: 0.995298, Obj: 0.193598, No Obj: 0.000179, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832217, Class: 0.998305, Obj: 0.195279, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724725, Class: 0.996944, Obj: 0.063204, No Obj: 0.000133, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.788625, Class: 0.998233, Obj: 0.762693, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.880471, Class: 0.995151, Obj: 0.104074, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797765, Class: 0.995402, Obj: 0.196403, No Obj: 0.000174, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861967, Class: 0.988938, Obj: 0.154216, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693727, Class: 0.994463, Obj: 0.078423, No Obj: 0.000191, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792003, Class: 0.996856, Obj: 0.636250, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.793765, Class: 0.996598, Obj: 0.215426, No Obj: 0.000167, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780341, Class: 0.993329, Obj: 0.010391, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635017, Class: 0.993800, Obj: 0.118137, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822060, Class: 0.998326, Obj: 0.134140, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.922267, Class: 0.937017, Obj: 0.027729, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749471, Class: 0.979895, Obj: 0.360245, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666011, Class: 0.999529, Obj: 0.014082, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2390: 0.445575, 0.400907 avg loss, 0.001000 rate, 3.903697 seconds, 152960 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748653, Class: 0.983404, Obj: 0.399792, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707632, Class: 0.997831, Obj: 0.115976, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.825778, Class: 0.998645, Obj: 0.705614, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736317, Class: 0.998691, Obj: 0.030869, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696671, Class: 0.995492, Obj: 0.040718, No Obj: 0.000098, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784806, Class: 0.994771, Obj: 0.166537, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.732902, Class: 0.998638, Obj: 0.366903, No Obj: 0.000170, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778907, Class: 0.990728, Obj: 0.288894, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.917620, Class: 0.996791, Obj: 0.553480, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.751848, Class: 0.954989, Obj: 0.000193, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801356, Class: 0.994506, Obj: 0.046789, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.686668, Class: 0.994152, Obj: 0.116946, No Obj: 0.000137, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.751210, Class: 0.970714, Obj: 0.001458, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.662460, Class: 0.997784, Obj: 0.046085, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.831354, Class: 0.997281, Obj: 0.220434, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874587, Class: 0.996922, Obj: 0.265966, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.495412, Class: 0.993146, Obj: 0.009551, No Obj: 0.000097, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2391: 0.369553, 0.397772 avg loss, 0.001000 rate, 3.907446 seconds, 153024 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622117, Class: 0.998029, Obj: 0.166839, No Obj: 0.000122, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820411, Class: 0.998171, Obj: 0.377436, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812764, Class: 0.989005, Obj: 0.443128, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699700, Class: 0.998260, Obj: 0.076664, No Obj: 0.000141, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832975, Class: 0.998685, Obj: 0.677816, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.885760, Class: 0.998167, Obj: 0.650759, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848682, Class: 0.994907, Obj: 0.261357, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753981, Class: 0.991114, Obj: 0.266768, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696870, Class: 0.998847, Obj: 0.408876, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743230, Class: 0.999264, Obj: 0.302710, No Obj: 0.000168, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740170, Class: 0.999648, Obj: 0.404666, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667868, Class: 0.992109, Obj: 0.101825, No Obj: 0.000132, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2392: 0.346648, 0.392660 avg loss, 0.001000 rate, 3.901678 seconds, 153088 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824819, Class: 0.989137, Obj: 0.192771, No Obj: 0.000441, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553760, Class: 0.996500, Obj: 0.003601, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603019, Class: 0.978133, Obj: 0.002407, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679628, Class: 0.997969, Obj: 0.191798, No Obj: 0.000186, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588062, Class: 0.996351, Obj: 0.105822, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794038, Class: 0.984436, Obj: 0.060398, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702178, Class: 0.997779, Obj: 0.293257, No Obj: 0.000120, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.748670, Class: 0.996974, Obj: 0.416342, No Obj: 0.000348, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727297, Class: 0.999189, Obj: 0.043706, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.765267, Class: 0.995142, Obj: 0.187613, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.745192, Class: 0.995359, Obj: 0.106590, No Obj: 0.000139, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.645432, Class: 0.995807, Obj: 0.208675, No Obj: 0.000152, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806697, Class: 0.988964, Obj: 0.234120, No Obj: 0.000206, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2393: 0.369031, 0.390297 avg loss, 0.001000 rate, 3.899709 seconds, 153152 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659084, Class: 0.998336, Obj: 0.059615, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852442, Class: 0.997207, Obj: 0.743103, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729933, Class: 0.999113, Obj: 0.287266, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.775454, Class: 0.993479, Obj: 0.011337, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.726233, Class: 0.972676, Obj: 0.018257, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792387, Class: 0.998322, Obj: 0.068226, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705705, Class: 0.997943, Obj: 0.143704, No Obj: 0.000081, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805420, Class: 0.991331, Obj: 0.058730, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.664072, Class: 0.995077, Obj: 0.002767, No Obj: 0.000014, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861089, Class: 0.998974, Obj: 0.267754, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755623, Class: 0.999093, Obj: 0.178304, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929352, Class: 0.994503, Obj: 0.063912, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694893, Class: 0.998338, Obj: 0.197377, No Obj: 0.000114, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769659, Class: 0.992922, Obj: 0.125157, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.893743, Class: 0.998385, Obj: 0.196689, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2394: 0.350836, 0.386351 avg loss, 0.001000 rate, 3.904699 seconds, 153216 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824178, Class: 0.987335, Obj: 0.364408, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772830, Class: 0.996701, Obj: 0.131553, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886786, Class: 0.995341, Obj: 0.934178, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813025, Class: 0.998693, Obj: 0.013641, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731012, Class: 0.997793, Obj: 0.197517, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718206, Class: 0.998660, Obj: 0.270876, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646948, Class: 0.998363, Obj: 0.266402, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781666, Class: 0.999340, Obj: 0.380389, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733053, Class: 0.996949, Obj: 0.102468, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691491, Class: 0.990647, Obj: 0.048824, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.798625, Class: 0.998545, Obj: 0.424235, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2395: 0.279683, 0.375684 avg loss, 0.001000 rate, 3.901609 seconds, 153280 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.875611, Class: 0.995475, Obj: 0.054249, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.779158, Class: 0.997195, Obj: 0.250385, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841441, Class: 0.996193, Obj: 0.032199, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.938261, Class: 0.953077, Obj: 0.045374, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.812400, Class: 0.990965, Obj: 0.295809, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754940, Class: 0.993410, Obj: 0.022746, No Obj: 0.000017, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654007, Class: 0.999694, Obj: 0.186073, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825526, Class: 0.994214, Obj: 0.459106, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.906300, Class: 0.999261, Obj: 0.388873, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687462, Class: 0.998831, Obj: 0.143440, No Obj: 0.000037, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741848, Class: 0.988604, Obj: 0.002427, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749239, Class: 0.997013, Obj: 0.177510, No Obj: 0.000084, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859021, Class: 0.998244, Obj: 0.171778, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741122, Class: 0.998966, Obj: 0.222514, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856402, Class: 0.999671, Obj: 0.506851, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795485, Class: 0.998316, Obj: 0.147808, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2396: 0.341558, 0.372271 avg loss, 0.001000 rate, 3.909740 seconds, 153344 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719814, Class: 0.999784, Obj: 0.543329, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804704, Class: 0.997975, Obj: 0.253215, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665651, Class: 0.997170, Obj: 0.060054, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566523, Class: 0.998692, Obj: 0.100533, No Obj: 0.000081, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844095, Class: 0.999308, Obj: 0.661605, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657637, Class: 0.997155, Obj: 0.098119, No Obj: 0.000053, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.568816, Class: 0.985280, Obj: 0.315547, No Obj: 0.000280, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704715, Class: 0.993409, Obj: 0.751150, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660729, Class: 0.985244, Obj: 0.011584, No Obj: 0.000026, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797219, Class: 0.999382, Obj: 0.304322, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814007, Class: 0.999111, Obj: 0.215287, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711151, Class: 0.999035, Obj: 0.344932, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.861362, Class: 0.999534, Obj: 0.326301, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857349, Class: 0.999378, Obj: 0.499526, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640444, Class: 0.993515, Obj: 0.000197, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2397: 0.315765, 0.366621 avg loss, 0.001000 rate, 3.898095 seconds, 153408 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785190, Class: 0.997590, Obj: 0.164857, No Obj: 0.000102, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641807, Class: 0.997297, Obj: 0.248011, No Obj: 0.000112, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853498, Class: 0.999367, Obj: 0.617787, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783639, Class: 0.996564, Obj: 0.156214, No Obj: 0.000113, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.756597, Class: 0.990942, Obj: 0.217203, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736189, Class: 0.994665, Obj: 0.559565, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832478, Class: 0.997289, Obj: 0.368796, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810116, Class: 0.996216, Obj: 0.096061, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.747069, Class: 0.975726, Obj: 0.000792, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812167, Class: 0.998204, Obj: 0.030679, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860222, Class: 0.999800, Obj: 0.904244, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809732, Class: 0.998859, Obj: 0.116016, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820789, Class: 0.997385, Obj: 0.126455, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2398: 0.288447, 0.358803 avg loss, 0.001000 rate, 3.906567 seconds, 153472 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752391, Class: 0.995827, Obj: 0.161922, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.773686, Class: 0.989053, Obj: 0.671897, No Obj: 0.000370, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861138, Class: 0.999503, Obj: 0.380504, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.820503, Class: 0.998874, Obj: 0.709993, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.807302, Class: 0.999650, Obj: 0.626527, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715117, Class: 0.992833, Obj: 0.099607, No Obj: 0.000082, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765239, Class: 0.997701, Obj: 0.116517, No Obj: 0.000091, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943608, Class: 0.999965, Obj: 0.304047, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788933, Class: 0.998616, Obj: 0.026986, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783818, Class: 0.995009, Obj: 0.767388, No Obj: 0.000517, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.739633, Class: 0.999514, Obj: 0.158982, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806885, Class: 0.999530, Obj: 0.986175, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.588647, Class: 0.994557, Obj: 0.038410, No Obj: 0.000025, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2399: 0.259804, 0.348903 avg loss, 0.001000 rate, 3.906613 seconds, 153536 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759329, Class: 0.999042, Obj: 0.205286, No Obj: 0.000103, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.885638, Class: 0.998013, Obj: 0.446763, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.854467, Class: 0.995909, Obj: 0.922169, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766002, Class: 0.996757, Obj: 0.222544, No Obj: 0.000159, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782907, Class: 0.996666, Obj: 0.195298, No Obj: 0.000154, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905661, Class: 0.998181, Obj: 0.013352, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713630, Class: 0.994586, Obj: 0.409210, No Obj: 0.000292, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.687938, Class: 0.992382, Obj: 0.058548, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.752595, Class: 0.999182, Obj: 0.630762, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772137, Class: 0.987198, Obj: 0.033911, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774279, Class: 0.997764, Obj: 0.126629, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776561, Class: 0.992242, Obj: 0.237495, No Obj: 0.000246, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.632957, Class: 0.993525, Obj: 0.147293, No Obj: 0.000094, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721537, Class: 0.990339, Obj: 0.214751, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732971, Class: 0.998191, Obj: 0.248165, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2400: 0.408094, 0.354823 avg loss, 0.001000 rate, 3.908429 seconds, 153600 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.925361, Class: 0.998350, Obj: 0.477030, No Obj: 0.000310, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.844267, Class: 0.999799, Obj: 0.865672, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656665, Class: 0.997424, Obj: 0.018631, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682841, Class: 0.999942, Obj: 0.458649, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691141, Class: 0.997093, Obj: 0.462398, No Obj: 0.000166, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559227, Class: 0.969495, Obj: 0.002645, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804079, Class: 0.994499, Obj: 0.138299, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730507, Class: 0.999925, Obj: 0.546704, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788512, Class: 0.999179, Obj: 0.323088, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807025, Class: 0.940620, Obj: 0.001140, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718585, Class: 0.996226, Obj: 0.150562, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.535838, Class: 0.980571, Obj: 0.000309, No Obj: 0.000004, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841829, Class: 0.997814, Obj: 0.314308, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715768, Class: 0.948371, Obj: 0.001797, No Obj: 0.000004, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784164, Class: 0.994462, Obj: 0.106495, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780442, Class: 0.998526, Obj: 0.158871, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2401: 0.321622, 0.351503 avg loss, 0.001000 rate, 3.696340 seconds, 153664 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907162, Class: 0.998708, Obj: 0.505477, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812191, Class: 0.999005, Obj: 0.431865, No Obj: 0.000170, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794879, Class: 0.999651, Obj: 0.541924, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676553, Class: 0.996821, Obj: 0.061163, No Obj: 0.000122, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840276, Class: 0.999596, Obj: 0.760259, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740854, Class: 0.993025, Obj: 0.675700, No Obj: 0.000459, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.770514, Class: 0.996782, Obj: 0.138895, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817228, Class: 0.997613, Obj: 0.147223, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788028, Class: 0.998932, Obj: 0.322335, No Obj: 0.000189, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.554108, Class: 0.946009, Obj: 0.000478, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657919, Class: 0.999359, Obj: 0.177821, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888371, Class: 0.995453, Obj: 0.691224, No Obj: 0.000463, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815962, Class: 0.998601, Obj: 0.171410, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2402: 0.386269, 0.354979 avg loss, 0.001000 rate, 3.904439 seconds, 153728 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.663962, Class: 0.998565, Obj: 0.484157, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857320, Class: 0.999557, Obj: 0.597668, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719478, Class: 0.993929, Obj: 0.259000, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727990, Class: 0.990271, Obj: 0.143513, No Obj: 0.000180, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.730792, Class: 0.995032, Obj: 0.389066, No Obj: 0.000154, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711619, Class: 0.982137, Obj: 0.027054, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895068, Class: 0.998459, Obj: 0.729416, No Obj: 0.000468, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763284, Class: 0.995131, Obj: 0.098949, No Obj: 0.000068, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848616, Class: 0.994512, Obj: 0.869947, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672784, Class: 0.993763, Obj: 0.266474, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652977, Class: 0.997387, Obj: 0.067372, No Obj: 0.000098, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831702, Class: 0.791562, Obj: 0.000120, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755534, Class: 0.993666, Obj: 0.138587, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752523, Class: 0.998114, Obj: 0.279680, No Obj: 0.000135, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2403: 0.386968, 0.358178 avg loss, 0.001000 rate, 3.899754 seconds, 153792 images Loaded: 0.000057 seconds Region 82 Avg IOU: 0.758130, Class: 0.983513, Obj: 0.104558, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601092, Class: 0.985443, Obj: 0.091450, No Obj: 0.000089, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671157, Class: 0.995563, Obj: 0.038052, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.775245, Class: 0.998155, Obj: 0.379816, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807216, Class: 0.999930, Obj: 0.280173, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848368, Class: 0.997977, Obj: 0.003365, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751185, Class: 0.995287, Obj: 0.602495, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.614033, Class: 0.996775, Obj: 0.104114, No Obj: 0.000105, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832336, Class: 0.996621, Obj: 0.574580, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766985, Class: 0.997268, Obj: 0.297857, No Obj: 0.000193, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866607, Class: 0.997740, Obj: 0.231845, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.593553, Class: 0.997348, Obj: 0.086043, No Obj: 0.000130, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816187, Class: 0.990673, Obj: 0.097626, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.736782, Class: 0.996146, Obj: 0.384003, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721395, Class: 0.988484, Obj: 0.322662, No Obj: 0.000383, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.663215, Class: 0.992895, Obj: 0.056549, No Obj: 0.000052, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2404: 0.454698, 0.367830 avg loss, 0.001000 rate, 3.902909 seconds, 153856 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849202, Class: 0.995277, Obj: 0.267103, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.871488, Class: 0.999132, Obj: 0.520066, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717117, Class: 0.995016, Obj: 0.124746, No Obj: 0.000117, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.782745, Class: 0.995647, Obj: 0.267515, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663736, Class: 0.996166, Obj: 0.334193, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679032, Class: 0.994877, Obj: 0.257054, No Obj: 0.000123, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904853, Class: 0.998060, Obj: 0.467381, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.682081, Class: 0.992888, Obj: 0.131434, No Obj: 0.000107, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.754836, Class: 0.991371, Obj: 0.052727, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623873, Class: 0.989672, Obj: 0.044196, No Obj: 0.000108, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767860, Class: 0.996577, Obj: 0.135303, No Obj: 0.000127, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665300, Class: 0.992512, Obj: 0.180119, No Obj: 0.000142, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2405: 0.453140, 0.376361 avg loss, 0.001000 rate, 3.903958 seconds, 153920 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.860773, Class: 0.991700, Obj: 0.037121, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734858, Class: 0.988072, Obj: 0.198314, No Obj: 0.000118, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768278, Class: 0.985449, Obj: 0.001169, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717552, Class: 0.990529, Obj: 0.233459, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829230, Class: 0.999101, Obj: 0.866719, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.860504, Class: 0.998790, Obj: 0.093013, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768406, Class: 0.999269, Obj: 0.363689, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.774522, Class: 0.997626, Obj: 0.312238, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.874706, Class: 0.990103, Obj: 0.439027, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814666, Class: 0.994080, Obj: 0.100631, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841317, Class: 0.999177, Obj: 0.085664, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.729869, Class: 0.996383, Obj: 0.053524, No Obj: 0.000094, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694807, Class: 0.996755, Obj: 0.151204, No Obj: 0.000150, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.834508, Class: 0.996725, Obj: 0.028585, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811367, Class: 0.993216, Obj: 0.462805, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759113, Class: 0.996900, Obj: 0.291809, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2406: 0.368441, 0.375569 avg loss, 0.001000 rate, 3.904371 seconds, 153984 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675379, Class: 0.993982, Obj: 0.234308, No Obj: 0.000115, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767842, Class: 0.999852, Obj: 0.779709, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782566, Class: 0.986276, Obj: 0.195428, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783318, Class: 0.993739, Obj: 0.036165, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661329, Class: 0.997605, Obj: 0.150566, No Obj: 0.000115, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656728, Class: 0.994948, Obj: 0.149689, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748385, Class: 0.998398, Obj: 0.106004, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584150, Class: 0.995579, Obj: 0.003405, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778503, Class: 0.996743, Obj: 0.195922, No Obj: 0.000163, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.702630, Class: 0.992315, Obj: 0.086934, No Obj: 0.000131, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869233, Class: 0.998943, Obj: 0.574856, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738664, Class: 0.998384, Obj: 0.361960, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829234, Class: 0.994392, Obj: 0.207233, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.681561, Class: 0.995252, Obj: 0.198576, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2407: 0.438974, 0.381909 avg loss, 0.001000 rate, 3.903371 seconds, 154048 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.756272, Class: 0.998422, Obj: 0.481790, No Obj: 0.000435, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766278, Class: 0.998751, Obj: 0.498956, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828019, Class: 0.998521, Obj: 0.525385, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700530, Class: 0.991677, Obj: 0.056304, No Obj: 0.000061, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880486, Class: 0.999222, Obj: 0.187304, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795640, Class: 0.996845, Obj: 0.419109, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572506, Class: 0.997271, Obj: 0.151393, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.648659, Class: 0.991844, Obj: 0.518386, No Obj: 0.000367, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.686270, Class: 0.999641, Obj: 0.881420, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.875142, Class: 0.997705, Obj: 0.113679, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729871, Class: 0.990024, Obj: 0.066435, No Obj: 0.000086, .5R: 0.875000, .75R: 0.562500, count: 16 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591298, Class: 0.999253, Obj: 0.181807, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916002, Class: 0.980977, Obj: 0.006476, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651916, Class: 0.991674, Obj: 0.075249, No Obj: 0.000084, .5R: 0.777778, .75R: 0.444444, count: 9 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2408: 0.489856, 0.392704 avg loss, 0.001000 rate, 3.903666 seconds, 154112 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759736, Class: 0.971498, Obj: 0.016508, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701606, Class: 0.995645, Obj: 0.117035, No Obj: 0.000166, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797411, Class: 0.998223, Obj: 0.720972, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812703, Class: 0.999086, Obj: 0.398422, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896638, Class: 0.999130, Obj: 0.136507, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678433, Class: 0.994428, Obj: 0.121088, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.551848, Class: 0.994151, Obj: 0.365509, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836815, Class: 0.997180, Obj: 0.014259, No Obj: 0.000037, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913763, Class: 0.998507, Obj: 0.492924, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700988, Class: 0.999603, Obj: 0.325332, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856152, Class: 0.999241, Obj: 0.322878, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.616073, Class: 0.998562, Obj: 0.009814, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782236, Class: 0.999608, Obj: 0.093640, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.470947, Class: 0.907836, Obj: 0.000088, No Obj: 0.000021, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715187, Class: 0.993660, Obj: 0.034963, No Obj: 0.000099, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2409: 0.369726, 0.390406 avg loss, 0.001000 rate, 3.904819 seconds, 154176 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.638112, Class: 0.998995, Obj: 0.637860, No Obj: 0.000378, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.810861, Class: 0.999296, Obj: 0.746424, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817508, Class: 0.996824, Obj: 0.048045, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.640629, Class: 0.998058, Obj: 0.297422, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765631, Class: 0.996522, Obj: 0.055886, No Obj: 0.000085, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743573, Class: 0.990434, Obj: 0.323797, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862572, Class: 0.998163, Obj: 0.072254, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856554, Class: 0.993425, Obj: 0.130016, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791529, Class: 0.986501, Obj: 0.004019, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.802801, Class: 0.995934, Obj: 0.143700, No Obj: 0.000132, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813950, Class: 0.994412, Obj: 0.123721, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788588, Class: 0.992967, Obj: 0.039470, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831606, Class: 0.997406, Obj: 0.082886, No Obj: 0.000141, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.714926, Class: 0.995394, Obj: 0.047307, No Obj: 0.000099, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2410: 0.357184, 0.387084 avg loss, 0.001000 rate, 3.907338 seconds, 154240 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876819, Class: 0.986834, Obj: 0.113100, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700309, Class: 0.994707, Obj: 0.115289, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745357, Class: 0.997744, Obj: 0.275059, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650209, Class: 0.992808, Obj: 0.034886, No Obj: 0.000110, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846701, Class: 0.998254, Obj: 0.583285, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822776, Class: 0.996907, Obj: 0.248277, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817904, Class: 0.997121, Obj: 0.108727, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833508, Class: 0.998943, Obj: 0.624819, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702843, Class: 0.996939, Obj: 0.105651, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876797, Class: 0.999403, Obj: 0.265913, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779081, Class: 0.995674, Obj: 0.118125, No Obj: 0.000186, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715771, Class: 0.998321, Obj: 0.268099, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.491962, Class: 0.999039, Obj: 0.650365, No Obj: 0.000298, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.742453, Class: 0.995847, Obj: 0.182395, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.697238, Class: 0.998369, Obj: 0.274347, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2411: 0.358551, 0.384231 avg loss, 0.001000 rate, 3.903476 seconds, 154304 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821868, Class: 0.996872, Obj: 0.184499, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.807369, Class: 0.961615, Obj: 0.188809, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.743047, Class: 0.999553, Obj: 0.193277, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823851, Class: 0.990538, Obj: 0.076635, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526509, Class: 0.992641, Obj: 0.014015, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731698, Class: 0.995064, Obj: 0.033249, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767101, Class: 0.984445, Obj: 0.081293, No Obj: 0.000017, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685042, Class: 0.997758, Obj: 0.009334, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.697029, Class: 0.999357, Obj: 0.697255, No Obj: 0.000369, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574705, Class: 0.993878, Obj: 0.062502, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.631562, Class: 0.989897, Obj: 0.423934, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775392, Class: 0.995636, Obj: 0.152698, No Obj: 0.000171, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742565, Class: 0.997162, Obj: 0.037632, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653749, Class: 0.995640, Obj: 0.072734, No Obj: 0.000097, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.675138, Class: 0.961744, Obj: 0.000497, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.883303, Class: 0.999302, Obj: 0.429570, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.857222, Class: 0.995110, Obj: 0.327404, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2412: 0.310028, 0.376810 avg loss, 0.001000 rate, 3.900838 seconds, 154368 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632834, Class: 0.996234, Obj: 0.441150, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773916, Class: 0.992891, Obj: 0.032787, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753614, Class: 0.998243, Obj: 0.089609, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901545, Class: 0.999252, Obj: 0.109326, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632099, Class: 0.997301, Obj: 0.028324, No Obj: 0.000036, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901749, Class: 0.998895, Obj: 0.573380, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789157, Class: 0.981633, Obj: 0.097353, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744991, Class: 0.998892, Obj: 0.266006, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853831, Class: 0.993705, Obj: 0.251589, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719474, Class: 0.996103, Obj: 0.211494, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882665, Class: 0.975008, Obj: 0.308546, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744438, Class: 0.996234, Obj: 0.000630, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644202, Class: 0.992857, Obj: 0.140726, No Obj: 0.000099, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2413: 0.304928, 0.369622 avg loss, 0.001000 rate, 3.903513 seconds, 154432 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795416, Class: 0.997645, Obj: 0.437759, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826454, Class: 0.997286, Obj: 0.326507, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.304445, Class: 0.998018, Obj: 0.001968, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672276, Class: 0.994742, Obj: 0.198834, No Obj: 0.000250, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.612620, Class: 0.996076, Obj: 0.109585, No Obj: 0.000163, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744239, Class: 0.991846, Obj: 0.062630, No Obj: 0.000169, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: 0.618659, Class: 0.985705, Obj: 0.095107, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.784182, Class: 0.992034, Obj: 0.001581, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789555, Class: 0.998031, Obj: 0.331091, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.716172, Class: 0.994263, Obj: 0.391477, No Obj: 0.000390, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.775183, Class: 0.994403, Obj: 0.111569, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.472178, Class: 0.992653, Obj: 0.066172, No Obj: 0.000072, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712251, Class: 0.999244, Obj: 0.141785, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648392, Class: 0.997675, Obj: 0.085336, No Obj: 0.000135, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772005, Class: 0.999579, Obj: 0.927650, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771521, Class: 0.996408, Obj: 0.400854, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2414: 0.470829, 0.379743 avg loss, 0.001000 rate, 3.909774 seconds, 154496 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547012, Class: 0.996464, Obj: 0.149517, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.568370, Class: 0.998453, Obj: 0.839894, No Obj: 0.000452, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.584720, Class: 0.992115, Obj: 0.367466, No Obj: 0.000289, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.566040, Class: 0.994458, Obj: 0.095372, No Obj: 0.000072, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675933, Class: 0.997383, Obj: 0.192509, No Obj: 0.000135, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735507, Class: 0.999783, Obj: 0.954889, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687201, Class: 0.997334, Obj: 0.292100, No Obj: 0.000143, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746672, Class: 0.988121, Obj: 0.016044, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710036, Class: 0.991866, Obj: 0.043784, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.800795, Class: 0.996778, Obj: 0.212211, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728188, Class: 0.999975, Obj: 0.215504, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777365, Class: 0.998202, Obj: 0.401594, No Obj: 0.000149, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775788, Class: 0.993962, Obj: 0.211175, No Obj: 0.000218, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616799, Class: 0.995228, Obj: 0.056291, No Obj: 0.000142, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2415: 0.406082, 0.382377 avg loss, 0.001000 rate, 3.904203 seconds, 154560 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795405, Class: 0.994648, Obj: 0.143127, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.535400, Class: 0.979801, Obj: 0.129616, No Obj: 0.000098, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.663853, Class: 0.946115, Obj: 0.281838, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745961, Class: 0.990364, Obj: 0.095138, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.714463, Class: 0.995025, Obj: 0.233166, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784230, Class: 0.994861, Obj: 0.361203, No Obj: 0.000307, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.823528, Class: 0.995752, Obj: 0.129910, No Obj: 0.000148, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812213, Class: 0.995860, Obj: 0.072609, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.627105, Class: 0.998205, Obj: 0.194408, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697790, Class: 0.998760, Obj: 0.135098, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800335, Class: 0.993808, Obj: 0.007965, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756246, Class: 0.991711, Obj: 0.039012, No Obj: 0.000056, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703029, Class: 0.994565, Obj: 0.169767, No Obj: 0.000275, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.613670, Class: 0.996295, Obj: 0.118487, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842676, Class: 0.989991, Obj: 0.489638, No Obj: 0.000278, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.701637, Class: 0.997376, Obj: 0.289012, No Obj: 0.000103, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2416: 0.414788, 0.385618 avg loss, 0.001000 rate, 3.902864 seconds, 154624 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735429, Class: 0.993511, Obj: 0.707148, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686645, Class: 0.994529, Obj: 0.083493, No Obj: 0.000085, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.695087, Class: 0.941342, Obj: 0.417924, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.865344, Class: 0.999942, Obj: 0.805786, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829170, Class: 0.995910, Obj: 0.169988, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880895, Class: 0.998959, Obj: 0.202233, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743624, Class: 0.995207, Obj: 0.121518, No Obj: 0.000071, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897984, Class: 0.999670, Obj: 0.647022, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672756, Class: 0.994318, Obj: 0.060182, No Obj: 0.000118, .5R: 1.000000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838502, Class: 0.928455, Obj: 0.000107, No Obj: 0.000004, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746207, Class: 0.997111, Obj: 0.283977, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.704122, Class: 0.976019, Obj: 0.003962, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763947, Class: 0.992020, Obj: 0.177864, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784487, Class: 0.995801, Obj: 0.117705, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000262, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857079, Class: 0.994017, Obj: 0.449434, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.817076, Class: 0.995784, Obj: 0.167419, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798514, Class: 0.997895, Obj: 0.201074, No Obj: 0.000158, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2417: 0.436769, 0.390733 avg loss, 0.001000 rate, 3.912372 seconds, 154688 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.701231, Class: 0.963083, Obj: 0.366558, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845422, Class: 0.998932, Obj: 0.307807, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.787547, Class: 0.990353, Obj: 0.638130, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.593017, Class: 0.995187, Obj: 0.413560, No Obj: 0.000392, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722538, Class: 0.995677, Obj: 0.046032, No Obj: 0.000113, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805833, Class: 0.941498, Obj: 0.274817, No Obj: 0.000174, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.712524, Class: 0.998824, Obj: 0.074721, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801714, Class: 0.999874, Obj: 0.347340, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768820, Class: 0.995967, Obj: 0.042850, No Obj: 0.000078, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652935, Class: 0.995954, Obj: 0.111629, No Obj: 0.000061, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.622815, Class: 0.973959, Obj: 0.100107, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822717, Class: 0.996704, Obj: 0.244835, No Obj: 0.000103, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.730748, Class: 0.944753, Obj: 0.264510, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.888574, Class: 0.997972, Obj: 0.169021, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745610, Class: 0.998993, Obj: 0.348169, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2418: 0.372646, 0.388924 avg loss, 0.001000 rate, 3.895619 seconds, 154752 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885480, Class: 0.995358, Obj: 0.295788, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714666, Class: 0.992840, Obj: 0.094379, No Obj: 0.000177, .5R: 0.875000, .75R: 0.500000, count: 16 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849142, Class: 0.996604, Obj: 0.119907, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.631241, Class: 0.997391, Obj: 0.149239, No Obj: 0.000121, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742342, Class: 0.983103, Obj: 0.234822, No Obj: 0.000239, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767294, Class: 0.996472, Obj: 0.365544, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834397, Class: 0.991341, Obj: 0.243682, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761753, Class: 0.996134, Obj: 0.179101, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.497433, Class: 0.995571, Obj: 0.255559, No Obj: 0.000213, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696543, Class: 0.989863, Obj: 0.071233, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714065, Class: 0.990572, Obj: 0.254357, No Obj: 0.000275, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.838716, Class: 0.990686, Obj: 0.080575, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853393, Class: 0.997471, Obj: 0.272784, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.779694, Class: 0.997342, Obj: 0.120480, No Obj: 0.000158, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893824, Class: 0.997412, Obj: 0.374406, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855067, Class: 0.994252, Obj: 0.195476, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2419: 0.484712, 0.398503 avg loss, 0.001000 rate, 3.902568 seconds, 154816 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.930884, Class: 0.995346, Obj: 0.145091, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782668, Class: 0.996802, Obj: 0.393282, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.566811, Class: 0.992354, Obj: 0.093144, No Obj: 0.000121, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537908, Class: 0.998196, Obj: 0.164067, No Obj: 0.000053, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754314, Class: 0.999398, Obj: 0.027223, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705418, Class: 0.995451, Obj: 0.090235, No Obj: 0.000148, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767744, Class: 0.999021, Obj: 0.789707, No Obj: 0.000405, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775629, Class: 0.997035, Obj: 0.284710, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000232, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724134, Class: 0.991663, Obj: 0.130563, No Obj: 0.000147, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847370, Class: 0.985279, Obj: 0.037256, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799965, Class: 0.997809, Obj: 0.229952, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860442, Class: 0.997090, Obj: 0.157695, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2420: 0.473845, 0.406037 avg loss, 0.001000 rate, 3.909490 seconds, 154880 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889814, Class: 0.991863, Obj: 0.098564, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707360, Class: 0.998535, Obj: 0.419300, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788379, Class: 0.993539, Obj: 0.135630, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917480, Class: 0.999880, Obj: 0.738482, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785376, Class: 0.993709, Obj: 0.133441, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922405, Class: 0.994044, Obj: 0.740838, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787461, Class: 0.993787, Obj: 0.116598, No Obj: 0.000187, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838884, Class: 0.998978, Obj: 0.420683, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.662358, Class: 0.996965, Obj: 0.197995, No Obj: 0.000122, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764944, Class: 0.997873, Obj: 0.594088, No Obj: 0.000469, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.862466, Class: 0.997019, Obj: 0.357477, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881297, Class: 0.993934, Obj: 0.186011, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790856, Class: 0.999841, Obj: 0.973036, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663873, Class: 0.996671, Obj: 0.234503, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2421: 0.290615, 0.394495 avg loss, 0.001000 rate, 3.909629 seconds, 154944 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778687, Class: 0.997069, Obj: 0.888724, No Obj: 0.000380, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759799, Class: 0.995734, Obj: 0.269565, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758210, Class: 0.995920, Obj: 0.140378, No Obj: 0.000168, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826304, Class: 0.999175, Obj: 0.830343, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680469, Class: 0.995986, Obj: 0.038009, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.524904, Class: 0.884815, Obj: 0.084224, No Obj: 0.000619, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.826000, Class: 0.988801, Obj: 0.386534, No Obj: 0.000203, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.840207, Class: 0.993989, Obj: 0.091047, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647390, Class: 0.992360, Obj: 0.143490, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642412, Class: 0.998942, Obj: 0.008628, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852184, Class: 0.999769, Obj: 0.948024, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690629, Class: 0.997072, Obj: 0.073069, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880330, Class: 0.993702, Obj: 0.724377, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681265, Class: 0.997969, Obj: 0.392345, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2422: 0.287422, 0.383788 avg loss, 0.001000 rate, 3.913246 seconds, 155008 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.740906, Class: 0.995971, Obj: 0.018508, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808237, Class: 0.996813, Obj: 0.296130, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738133, Class: 0.998004, Obj: 0.042477, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911359, Class: 0.999458, Obj: 0.690721, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782920, Class: 0.996698, Obj: 0.152997, No Obj: 0.000118, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878505, Class: 0.976401, Obj: 0.161647, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721059, Class: 0.995682, Obj: 0.121833, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892672, Class: 0.999207, Obj: 0.744057, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765941, Class: 0.997554, Obj: 0.321363, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830597, Class: 0.997671, Obj: 0.443270, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749986, Class: 0.984969, Obj: 0.005548, No Obj: 0.000004, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747385, Class: 0.998535, Obj: 0.169246, No Obj: 0.000169, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736229, Class: 0.995587, Obj: 0.151332, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2423: 0.325378, 0.377947 avg loss, 0.001000 rate, 3.905349 seconds, 155072 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.755956, Class: 0.988555, Obj: 0.000803, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736565, Class: 0.988167, Obj: 0.214706, No Obj: 0.000197, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.608698, Class: 0.996889, Obj: 0.204897, No Obj: 0.000042, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.650392, Class: 0.986191, Obj: 0.333303, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782899, Class: 0.997069, Obj: 0.077317, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656893, Class: 0.996903, Obj: 0.264037, No Obj: 0.000068, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803330, Class: 0.988920, Obj: 0.044008, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.836879, Class: 0.997267, Obj: 0.133662, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774643, Class: 0.994628, Obj: 0.011500, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.685769, Class: 0.999344, Obj: 0.957307, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591925, Class: 0.992157, Obj: 0.054558, No Obj: 0.000068, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737108, Class: 0.985081, Obj: 0.289019, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709780, Class: 0.995943, Obj: 0.099384, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.737050, Class: 0.975599, Obj: 0.017423, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.768789, Class: 0.998277, Obj: 0.644236, No Obj: 0.000388, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.812667, Class: 0.994186, Obj: 0.243493, No Obj: 0.000125, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2424: 0.409253, 0.381077 avg loss, 0.001000 rate, 3.905970 seconds, 155136 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844827, Class: 0.994644, Obj: 0.283989, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.907984, Class: 0.997306, Obj: 0.222270, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.734754, Class: 0.963114, Obj: 0.009605, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.821875, Class: 0.997629, Obj: 0.146164, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653891, Class: 0.994347, Obj: 0.157759, No Obj: 0.000065, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.557056, Class: 0.998395, Obj: 0.139375, No Obj: 0.000313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.792640, Class: 0.997993, Obj: 0.678431, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729915, Class: 0.994543, Obj: 0.110005, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.904799, Class: 0.998119, Obj: 0.405460, No Obj: 0.000370, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.708010, Class: 0.995881, Obj: 0.619494, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701222, Class: 0.996157, Obj: 0.071982, No Obj: 0.000047, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776112, Class: 0.997371, Obj: 0.137367, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.652260, Class: 0.999589, Obj: 0.486920, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871180, Class: 0.970047, Obj: 0.076220, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706960, Class: 0.994151, Obj: 0.075737, No Obj: 0.000100, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.735622, Class: 0.964580, Obj: 0.000212, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736937, Class: 0.985656, Obj: 0.225824, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.820769, Class: 0.999456, Obj: 0.210695, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888801, Class: 0.999853, Obj: 0.498448, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2425: 0.400108, 0.382980 avg loss, 0.001000 rate, 3.902863 seconds, 155200 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695384, Class: 0.995453, Obj: 0.169901, No Obj: 0.000108, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785735, Class: 0.996518, Obj: 0.189639, No Obj: 0.000081, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799717, Class: 0.997790, Obj: 0.123603, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835154, Class: 0.999290, Obj: 0.841706, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853964, Class: 0.946698, Obj: 0.047529, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913809, Class: 0.999636, Obj: 0.735789, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705234, Class: 0.989740, Obj: 0.000178, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.731915, Class: 0.995687, Obj: 0.275453, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.872480, Class: 0.986351, Obj: 0.166497, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846226, Class: 0.995295, Obj: 0.082078, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826356, Class: 0.999254, Obj: 0.868114, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770670, Class: 0.997378, Obj: 0.035516, No Obj: 0.000053, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.720165, Class: 0.994971, Obj: 0.012379, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759826, Class: 0.994339, Obj: 0.149680, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557611, Class: 0.995175, Obj: 0.076969, No Obj: 0.000087, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2426: 0.384658, 0.383148 avg loss, 0.001000 rate, 3.904298 seconds, 155264 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711079, Class: 0.997144, Obj: 0.114762, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.822802, Class: 0.995240, Obj: 0.168964, No Obj: 0.000093, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732880, Class: 0.993546, Obj: 0.242580, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659205, Class: 0.996933, Obj: 0.137780, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669315, Class: 0.991434, Obj: 0.058859, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.855859, Class: 0.997453, Obj: 0.229961, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915644, Class: 0.980365, Obj: 0.001894, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681747, Class: 0.993621, Obj: 0.037619, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779146, Class: 0.994056, Obj: 0.024880, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723051, Class: 0.998209, Obj: 0.763240, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710426, Class: 0.996827, Obj: 0.109651, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656983, Class: 0.993804, Obj: 0.223046, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689842, Class: 0.997937, Obj: 0.194098, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778168, Class: 0.995553, Obj: 0.104165, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734178, Class: 0.995890, Obj: 0.032435, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2427: 0.297244, 0.374558 avg loss, 0.001000 rate, 3.923642 seconds, 155328 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.576760, Class: 0.958558, Obj: 0.018098, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.900044, Class: 0.990749, Obj: 0.252594, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708674, Class: 0.998327, Obj: 0.152544, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866702, Class: 0.999132, Obj: 0.309435, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714085, Class: 0.994775, Obj: 0.235988, No Obj: 0.000143, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.695331, Class: 0.998262, Obj: 0.108136, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.855641, Class: 0.992770, Obj: 0.040859, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642040, Class: 0.992129, Obj: 0.122723, No Obj: 0.000139, .5R: 0.750000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768669, Class: 0.997354, Obj: 0.168633, No Obj: 0.000064, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.569602, Class: 0.995631, Obj: 0.060227, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664394, Class: 0.996643, Obj: 0.134152, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796576, Class: 0.996927, Obj: 0.012062, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718269, Class: 0.994777, Obj: 0.066589, No Obj: 0.000049, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.669714, Class: 0.987813, Obj: 0.867053, No Obj: 0.000388, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721617, Class: 0.996276, Obj: 0.191877, No Obj: 0.000176, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.816231, Class: 0.998273, Obj: 0.058594, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.834456, Class: 0.977229, Obj: 0.001209, No Obj: 0.000356, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809688, Class: 0.990461, Obj: 0.140359, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.700220, Class: 0.998033, Obj: 0.070485, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2428: 0.556425, 0.392745 avg loss, 0.001000 rate, 3.924214 seconds, 155392 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703764, Class: 0.998950, Obj: 0.256153, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821406, Class: 0.999853, Obj: 0.553576, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760511, Class: 0.964122, Obj: 0.191948, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.638039, Class: 0.992763, Obj: 0.103776, No Obj: 0.000136, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804960, Class: 0.997637, Obj: 0.171857, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868573, Class: 0.999177, Obj: 0.148010, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615765, Class: 0.995897, Obj: 0.065176, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864322, Class: 0.992352, Obj: 0.713247, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682622, Class: 0.998323, Obj: 0.106063, No Obj: 0.000108, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545066, Class: 0.998782, Obj: 0.024953, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.847025, Class: 0.999662, Obj: 0.696519, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860241, Class: 0.997370, Obj: 0.021303, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2429: 0.304081, 0.383878 avg loss, 0.001000 rate, 3.906392 seconds, 155456 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624753, Class: 0.995152, Obj: 0.084895, No Obj: 0.000070, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823739, Class: 0.997830, Obj: 0.622794, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785415, Class: 0.999524, Obj: 0.251259, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853621, Class: 0.997543, Obj: 0.891316, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.541469, Class: 0.993568, Obj: 0.113914, No Obj: 0.000104, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.481739, Class: 0.988081, Obj: 0.415636, No Obj: 0.000140, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793160, Class: 0.971099, Obj: 0.001198, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724044, Class: 0.995923, Obj: 0.156697, No Obj: 0.000115, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630908, Class: 0.991499, Obj: 0.036308, No Obj: 0.000094, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754684, Class: 0.997939, Obj: 0.149020, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.731303, Class: 0.931437, Obj: 0.330363, No Obj: 0.000685, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.718854, Class: 0.995340, Obj: 0.174158, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747465, Class: 0.994347, Obj: 0.141637, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793375, Class: 0.999811, Obj: 0.742570, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2430: 0.423736, 0.387864 avg loss, 0.001000 rate, 3.923486 seconds, 155520 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783952, Class: 0.996482, Obj: 0.140608, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774696, Class: 0.995012, Obj: 0.178663, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643327, Class: 0.994263, Obj: 0.220452, No Obj: 0.000178, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789824, Class: 0.997271, Obj: 0.205409, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784900, Class: 0.996063, Obj: 0.102876, No Obj: 0.000143, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771613, Class: 0.996064, Obj: 0.244662, No Obj: 0.000215, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.697415, Class: 0.997179, Obj: 0.270515, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.718239, Class: 0.997740, Obj: 0.075449, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788563, Class: 0.997447, Obj: 0.399798, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.604769, Class: 0.956193, Obj: 0.312721, No Obj: 0.000363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.561376, Class: 0.977020, Obj: 0.001748, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691249, Class: 0.998922, Obj: 0.216099, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809392, Class: 0.994668, Obj: 0.254752, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839598, Class: 0.997200, Obj: 0.736658, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655710, Class: 0.993054, Obj: 0.059559, No Obj: 0.000120, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2431: 0.356420, 0.384720 avg loss, 0.001000 rate, 3.905561 seconds, 155584 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763906, Class: 0.996118, Obj: 0.202361, No Obj: 0.000169, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634223, Class: 0.987384, Obj: 0.000050, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672811, Class: 0.995345, Obj: 0.098895, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629617, Class: 0.997696, Obj: 0.121777, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684018, Class: 0.994709, Obj: 0.224205, No Obj: 0.000112, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864068, Class: 0.999892, Obj: 0.221651, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662758, Class: 0.999091, Obj: 0.001942, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856534, Class: 0.999251, Obj: 0.712176, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734372, Class: 0.987475, Obj: 0.060737, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883206, Class: 0.994328, Obj: 0.811689, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744393, Class: 0.997562, Obj: 0.274281, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830095, Class: 0.985968, Obj: 0.167800, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721040, Class: 0.996157, Obj: 0.128355, No Obj: 0.000157, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676618, Class: 0.998502, Obj: 0.311884, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2432: 0.387342, 0.384982 avg loss, 0.001000 rate, 3.907731 seconds, 155648 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.754653, Class: 0.999160, Obj: 0.066682, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675712, Class: 0.992850, Obj: 0.054602, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896237, Class: 0.991685, Obj: 0.177517, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772573, Class: 0.996446, Obj: 0.498649, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787933, Class: 0.985301, Obj: 0.329301, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842304, Class: 0.985538, Obj: 0.191072, No Obj: 0.000215, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750081, Class: 0.987915, Obj: 0.015984, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.789868, Class: 0.994601, Obj: 0.360816, No Obj: 0.000166, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739965, Class: 0.996015, Obj: 0.147900, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.903029, Class: 0.998198, Obj: 0.677141, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905716, Class: 0.990156, Obj: 0.048673, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735800, Class: 0.992235, Obj: 0.041925, No Obj: 0.000053, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931573, Class: 0.998651, Obj: 0.004411, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684299, Class: 0.996279, Obj: 0.008828, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2433: 0.332670, 0.379751 avg loss, 0.001000 rate, 3.917503 seconds, 155712 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743710, Class: 0.986211, Obj: 0.018515, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808511, Class: 0.998111, Obj: 0.302868, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.671796, Class: 0.999184, Obj: 0.736719, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.827323, Class: 0.997720, Obj: 0.366913, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.695018, Class: 0.997764, Obj: 0.018496, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702102, Class: 0.999467, Obj: 0.630157, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824248, Class: 0.996872, Obj: 0.299954, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823665, Class: 0.999565, Obj: 0.542243, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586616, Class: 0.998250, Obj: 0.021714, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835062, Class: 0.999145, Obj: 0.723642, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.569128, Class: 0.992360, Obj: 0.020928, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751137, Class: 0.997737, Obj: 0.234796, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610754, Class: 0.994013, Obj: 0.007967, No Obj: 0.000033, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779981, Class: 0.996552, Obj: 0.043920, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2434: 0.250176, 0.366793 avg loss, 0.001000 rate, 3.912894 seconds, 155776 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741328, Class: 0.992413, Obj: 0.381794, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.554850, Class: 0.996537, Obj: 0.092220, No Obj: 0.000056, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873536, Class: 0.999789, Obj: 0.517803, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744145, Class: 0.995012, Obj: 0.047495, No Obj: 0.000033, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.755103, Class: 0.997797, Obj: 0.029607, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.909523, Class: 0.999455, Obj: 0.851149, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854397, Class: 0.998874, Obj: 0.496696, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891883, Class: 0.975897, Obj: 0.038133, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749838, Class: 0.993152, Obj: 0.099927, No Obj: 0.000105, .5R: 1.000000, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609986, Class: 0.994793, Obj: 0.108583, No Obj: 0.000102, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615382, Class: 0.993027, Obj: 0.002938, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746028, Class: 0.996767, Obj: 0.204701, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.611897, Class: 0.997293, Obj: 0.008349, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734113, Class: 0.993350, Obj: 0.285534, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706745, Class: 0.999443, Obj: 0.771793, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.642152, Class: 0.991827, Obj: 0.055431, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2435: 0.374598, 0.367574 avg loss, 0.001000 rate, 3.912113 seconds, 155840 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814683, Class: 0.999494, Obj: 0.080402, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763812, Class: 0.993271, Obj: 0.082499, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672166, Class: 0.996233, Obj: 0.013782, No Obj: 0.000049, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.762382, Class: 0.999576, Obj: 0.616479, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814065, Class: 0.996780, Obj: 0.065494, No Obj: 0.000101, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799470, Class: 0.995693, Obj: 0.054051, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.749903, Class: 0.999629, Obj: 0.751526, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714175, Class: 0.993650, Obj: 0.058011, No Obj: 0.000028, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846114, Class: 0.998150, Obj: 0.351941, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.651854, Class: 0.993396, Obj: 0.114675, No Obj: 0.000104, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797848, Class: 0.999114, Obj: 0.322299, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.251080, Class: 0.996412, Obj: 0.003786, No Obj: 0.000026, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.726034, Class: 0.998376, Obj: 0.125096, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852450, Class: 0.999714, Obj: 0.836803, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752199, Class: 0.996094, Obj: 0.109665, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 10 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2436: 0.439561, 0.374772 avg loss, 0.001000 rate, 3.899733 seconds, 155904 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732521, Class: 0.995000, Obj: 0.086640, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696556, Class: 0.998982, Obj: 0.129660, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688456, Class: 0.997321, Obj: 0.176598, No Obj: 0.000050, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830252, Class: 0.999917, Obj: 0.430005, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.542471, Class: 0.995421, Obj: 0.024250, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743791, Class: 0.998057, Obj: 0.204781, No Obj: 0.000261, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860331, Class: 0.999737, Obj: 0.975658, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.567234, Class: 0.992447, Obj: 0.148796, No Obj: 0.000074, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779415, Class: 0.994751, Obj: 0.067393, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786903, Class: 0.994674, Obj: 0.179721, No Obj: 0.000313, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639738, Class: 0.990379, Obj: 0.074573, No Obj: 0.000081, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826653, Class: 0.999979, Obj: 0.064216, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778665, Class: 0.983602, Obj: 0.037571, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2437: 0.467067, 0.384002 avg loss, 0.001000 rate, 3.902181 seconds, 155968 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.672006, Class: 0.994226, Obj: 0.065418, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.670880, Class: 0.997698, Obj: 0.027734, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847843, Class: 0.995558, Obj: 0.195505, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684680, Class: 0.936774, Obj: 0.083623, No Obj: 0.000057, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831215, Class: 0.993155, Obj: 0.202402, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824415, Class: 0.999843, Obj: 0.457585, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.847376, Class: 0.995342, Obj: 0.181508, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732494, Class: 0.994111, Obj: 0.042609, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.523018, Class: 0.977053, Obj: 0.003760, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774542, Class: 0.995303, Obj: 0.077006, No Obj: 0.000060, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857917, Class: 0.990086, Obj: 0.018640, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696094, Class: 0.993939, Obj: 0.088883, No Obj: 0.000121, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: 0.646349, Class: 0.995342, Obj: 0.498868, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.889033, Class: 0.997989, Obj: 0.090165, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2438: 0.401079, 0.385710 avg loss, 0.001000 rate, 3.910891 seconds, 156032 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781769, Class: 0.990518, Obj: 0.025738, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832458, Class: 0.996480, Obj: 0.135704, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757709, Class: 0.977953, Obj: 0.179351, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798808, Class: 0.995826, Obj: 0.094503, No Obj: 0.000147, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790634, Class: 0.998576, Obj: 0.067536, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717009, Class: 0.994995, Obj: 0.044055, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774100, Class: 0.992065, Obj: 0.222681, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709003, Class: 0.990669, Obj: 0.028096, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811028, Class: 0.998166, Obj: 0.329713, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664192, Class: 0.995535, Obj: 0.144100, No Obj: 0.000121, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813971, Class: 0.995228, Obj: 0.133532, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906708, Class: 0.988288, Obj: 0.008966, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714264, Class: 0.998619, Obj: 0.112464, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2439: 0.301845, 0.377323 avg loss, 0.001000 rate, 3.902792 seconds, 156096 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886404, Class: 0.999525, Obj: 0.377496, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.728114, Class: 0.998193, Obj: 0.198616, No Obj: 0.000215, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848108, Class: 0.997713, Obj: 0.029684, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852080, Class: 0.997320, Obj: 0.319062, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682507, Class: 0.999655, Obj: 0.002820, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766216, Class: 0.994964, Obj: 0.029203, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658373, Class: 0.993671, Obj: 0.066259, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790276, Class: 0.996199, Obj: 0.111858, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825800, Class: 0.999926, Obj: 0.857904, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672650, Class: 0.994847, Obj: 0.691512, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647664, Class: 0.995535, Obj: 0.128983, No Obj: 0.000096, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.726417, Class: 0.999222, Obj: 0.833766, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704980, Class: 0.994438, Obj: 0.095709, No Obj: 0.000142, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796206, Class: 0.997633, Obj: 0.245297, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2440: 0.340378, 0.373629 avg loss, 0.001000 rate, 3.921969 seconds, 156160 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873645, Class: 0.997543, Obj: 0.041906, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740307, Class: 0.998350, Obj: 0.346714, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672965, Class: 0.995692, Obj: 0.057841, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856465, Class: 0.998970, Obj: 0.380583, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788094, Class: 0.998640, Obj: 0.417584, No Obj: 0.000198, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884063, Class: 0.990821, Obj: 0.053201, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806186, Class: 0.997071, Obj: 0.064621, No Obj: 0.000151, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769830, Class: 0.996710, Obj: 0.234030, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.914969, Class: 0.998457, Obj: 0.439632, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897538, Class: 0.999924, Obj: 0.236501, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778497, Class: 0.999329, Obj: 0.100565, No Obj: 0.000134, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658490, Class: 0.999693, Obj: 0.270649, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809298, Class: 0.997594, Obj: 0.056529, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823382, Class: 0.998756, Obj: 0.060667, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810455, Class: 0.996709, Obj: 0.062814, No Obj: 0.000189, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2441: 0.328368, 0.369102 avg loss, 0.001000 rate, 3.902694 seconds, 156224 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760293, Class: 0.997638, Obj: 0.637130, No Obj: 0.000393, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.654545, Class: 0.997762, Obj: 0.083757, No Obj: 0.000138, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901197, Class: 0.971427, Obj: 0.353877, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773500, Class: 0.997772, Obj: 0.235195, No Obj: 0.000197, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836036, Class: 0.999139, Obj: 0.072348, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.884153, Class: 0.998521, Obj: 0.166851, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675887, Class: 0.994495, Obj: 0.060089, No Obj: 0.000165, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674587, Class: 0.997012, Obj: 0.206878, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.810616, Class: 0.998704, Obj: 0.213893, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.610194, Class: 0.989358, Obj: 0.022040, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766210, Class: 0.996671, Obj: 0.065059, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689423, Class: 0.994377, Obj: 0.142209, No Obj: 0.000146, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825449, Class: 0.996008, Obj: 0.052397, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717464, Class: 0.996042, Obj: 0.068682, No Obj: 0.000250, .5R: 1.000000, .75R: 0.444444, count: 9 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2442: 0.546954, 0.386888 avg loss, 0.001000 rate, 3.902732 seconds, 156288 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.765818, Class: 0.990863, Obj: 0.496218, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684631, Class: 0.996734, Obj: 0.450628, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.687076, Class: 0.998484, Obj: 0.170774, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708698, Class: 0.997740, Obj: 0.061759, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.591264, Class: 0.996720, Obj: 0.311314, No Obj: 0.000120, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876194, Class: 0.999981, Obj: 0.941124, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791089, Class: 0.997000, Obj: 0.194247, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807665, Class: 0.982939, Obj: 0.007930, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700458, Class: 0.996841, Obj: 0.070071, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836940, Class: 0.997705, Obj: 0.369604, No Obj: 0.000263, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.741120, Class: 0.997754, Obj: 0.108554, No Obj: 0.000168, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813451, Class: 0.998508, Obj: 0.160915, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672797, Class: 0.994918, Obj: 0.127586, No Obj: 0.000143, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769183, Class: 0.998244, Obj: 0.074223, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748088, Class: 0.999901, Obj: 0.739745, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742737, Class: 0.993537, Obj: 0.097291, No Obj: 0.000142, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2443: 0.425555, 0.390754 avg loss, 0.001000 rate, 3.910588 seconds, 156352 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.796895, Class: 0.994974, Obj: 0.166357, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787977, Class: 0.999266, Obj: 0.168248, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.769522, Class: 0.999577, Obj: 0.701282, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801009, Class: 0.999880, Obj: 0.627960, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.518075, Class: 0.989593, Obj: 0.163066, No Obj: 0.000091, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.866256, Class: 0.989741, Obj: 0.243882, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675164, Class: 0.995342, Obj: 0.032493, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555249, Class: 0.879722, Obj: 0.066097, No Obj: 0.000150, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.665065, Class: 0.997048, Obj: 0.079621, No Obj: 0.000124, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632093, Class: 0.995226, Obj: 0.077710, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715287, Class: 0.992739, Obj: 0.024210, No Obj: 0.000111, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653338, Class: 0.983233, Obj: 0.020753, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.622656, Class: 0.992258, Obj: 0.017712, No Obj: 0.000070, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789582, Class: 0.998696, Obj: 0.009071, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833809, Class: 0.999903, Obj: 0.473193, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753140, Class: 0.998649, Obj: 0.194721, No Obj: 0.000112, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2444: 0.541442, 0.405823 avg loss, 0.001000 rate, 3.915458 seconds, 156416 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800871, Class: 0.999896, Obj: 0.382295, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794065, Class: 0.998476, Obj: 0.167447, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854848, Class: 0.995776, Obj: 0.178890, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799295, Class: 0.997205, Obj: 0.231905, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836091, Class: 0.999689, Obj: 0.780547, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809915, Class: 0.998676, Obj: 0.223609, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789477, Class: 0.996429, Obj: 0.090069, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763627, Class: 0.992477, Obj: 0.003838, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770385, Class: 0.996252, Obj: 0.040300, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849612, Class: 0.997775, Obj: 0.212781, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815849, Class: 0.998773, Obj: 0.253720, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745019, Class: 0.996475, Obj: 0.201401, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782167, Class: 0.995803, Obj: 0.119615, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2445: 0.252884, 0.390529 avg loss, 0.001000 rate, 3.909676 seconds, 156480 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801574, Class: 0.999459, Obj: 0.311342, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746522, Class: 0.994334, Obj: 0.072524, No Obj: 0.000058, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786783, Class: 0.997322, Obj: 0.020311, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793636, Class: 0.997377, Obj: 0.073130, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809413, Class: 0.999941, Obj: 0.387530, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755612, Class: 0.999139, Obj: 0.129575, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857574, Class: 0.999380, Obj: 0.578613, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720054, Class: 0.996764, Obj: 0.030504, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.822517, Class: 0.974237, Obj: 0.064114, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.785309, Class: 0.996615, Obj: 0.445995, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.794464, Class: 0.997257, Obj: 0.274861, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703456, Class: 0.996402, Obj: 0.095415, No Obj: 0.000032, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726563, Class: 0.996692, Obj: 0.084072, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834968, Class: 0.999654, Obj: 0.494487, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713526, Class: 0.997325, Obj: 0.023613, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2446: 0.347801, 0.386256 avg loss, 0.001000 rate, 3.913354 seconds, 156544 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.887179, Class: 0.993204, Obj: 0.071883, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.780010, Class: 0.999404, Obj: 0.595868, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813792, Class: 0.998320, Obj: 0.446019, No Obj: 0.000474, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.653679, Class: 0.993836, Obj: 0.039935, No Obj: 0.000108, .5R: 0.750000, .75R: 0.333333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871776, Class: 0.998452, Obj: 0.257230, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.862034, Class: 0.998990, Obj: 0.171589, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.422430, Class: 0.998510, Obj: 0.191075, No Obj: 0.000290, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.873453, Class: 0.998764, Obj: 0.486124, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752832, Class: 0.996890, Obj: 0.070555, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689160, Class: 0.999190, Obj: 0.508724, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.776179, Class: 0.997659, Obj: 0.088796, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844944, Class: 0.999337, Obj: 0.682044, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.778522, Class: 0.995219, Obj: 0.162695, No Obj: 0.000142, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710152, Class: 0.992464, Obj: 0.059806, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771696, Class: 0.997167, Obj: 0.078610, No Obj: 0.000069, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560142, Class: 0.995744, Obj: 0.031373, No Obj: 0.000035, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2447: 0.487426, 0.396373 avg loss, 0.001000 rate, 3.902937 seconds, 156608 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.770189, Class: 0.998907, Obj: 0.525953, No Obj: 0.000490, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.677874, Class: 0.993992, Obj: 0.001922, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685614, Class: 0.996787, Obj: 0.201415, No Obj: 0.000091, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839080, Class: 0.998674, Obj: 0.284199, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.681779, Class: 0.993232, Obj: 0.034168, No Obj: 0.000091, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.674664, Class: 0.999418, Obj: 0.254317, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788318, Class: 0.996740, Obj: 0.272313, No Obj: 0.000186, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822557, Class: 0.999622, Obj: 0.796766, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821968, Class: 0.998333, Obj: 0.079739, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887727, Class: 0.999537, Obj: 0.189112, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822464, Class: 0.996335, Obj: 0.198706, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734468, Class: 0.906996, Obj: 0.057550, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845619, Class: 0.996067, Obj: 0.130185, No Obj: 0.000131, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685098, Class: 0.998344, Obj: 0.422538, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.737690, Class: 0.996050, Obj: 0.123246, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2448: 0.427718, 0.399508 avg loss, 0.001000 rate, 3.905048 seconds, 156672 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784723, Class: 0.997220, Obj: 0.081369, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695236, Class: 0.995410, Obj: 0.084246, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815947, Class: 0.990305, Obj: 0.003617, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.556222, Class: 0.993413, Obj: 0.042439, No Obj: 0.000091, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669897, Class: 0.996178, Obj: 0.111027, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841503, Class: 0.996629, Obj: 0.133874, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785879, Class: 0.998746, Obj: 0.392847, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.896590, Class: 0.998339, Obj: 0.632087, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715273, Class: 0.995666, Obj: 0.044237, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.645992, Class: 0.999183, Obj: 0.051871, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637566, Class: 0.995107, Obj: 0.204867, No Obj: 0.000108, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.751468, Class: 0.995444, Obj: 0.107989, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832504, Class: 0.997698, Obj: 0.407768, No Obj: 0.000494, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.804483, Class: 0.998256, Obj: 0.026603, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2449: 0.319196, 0.391477 avg loss, 0.001000 rate, 3.906355 seconds, 156736 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.958649, Class: 0.991756, Obj: 0.038277, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769923, Class: 0.997437, Obj: 0.211581, No Obj: 0.000164, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855530, Class: 0.994953, Obj: 0.017928, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633887, Class: 0.995764, Obj: 0.172459, No Obj: 0.000126, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942745, Class: 0.993673, Obj: 0.028064, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734121, Class: 0.981558, Obj: 0.206925, No Obj: 0.000141, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700192, Class: 0.997241, Obj: 0.111596, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747453, Class: 0.989053, Obj: 0.019858, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675074, Class: 0.996054, Obj: 0.061982, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.747171, Class: 0.982003, Obj: 0.001175, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.715212, Class: 0.994209, Obj: 0.223294, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780115, Class: 0.991408, Obj: 0.055970, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.633001, Class: 0.998487, Obj: 0.191577, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727646, Class: 0.998366, Obj: 0.183166, No Obj: 0.000103, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797350, Class: 0.999507, Obj: 0.624251, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788954, Class: 0.996936, Obj: 0.188132, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2450: 0.497136, 0.402043 avg loss, 0.001000 rate, 3.923213 seconds, 156800 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.578272, Class: 0.998497, Obj: 0.313562, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675601, Class: 0.991091, Obj: 0.023150, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.820849, Class: 0.988054, Obj: 0.541619, No Obj: 0.000374, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775810, Class: 0.996995, Obj: 0.160738, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881366, Class: 0.988462, Obj: 0.059402, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834881, Class: 0.997748, Obj: 0.293889, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815822, Class: 0.997283, Obj: 0.212784, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.845520, Class: 0.997133, Obj: 0.271432, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.836052, Class: 0.986420, Obj: 0.489160, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.901528, Class: 0.997613, Obj: 0.040657, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717220, Class: 0.991161, Obj: 0.158528, No Obj: 0.000178, .5R: 1.000000, .75R: 0.222222, count: 9 Region 82 Avg IOU: 0.791544, Class: 0.963890, Obj: 0.078671, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.788867, Class: 0.996556, Obj: 0.328670, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.807142, Class: 0.997462, Obj: 0.147915, No Obj: 0.000194, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706089, Class: 0.997578, Obj: 0.125666, No Obj: 0.000082, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838316, Class: 0.998745, Obj: 0.458255, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718550, Class: 0.995701, Obj: 0.123890, No Obj: 0.000147, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2451: 0.446012, 0.406439 avg loss, 0.001000 rate, 3.921535 seconds, 156864 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817466, Class: 0.997809, Obj: 0.107731, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.596836, Class: 0.996747, Obj: 0.268309, No Obj: 0.000135, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829757, Class: 0.996937, Obj: 0.168704, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.682704, Class: 0.999752, Obj: 0.952020, No Obj: 0.000307, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.688670, Class: 0.998968, Obj: 0.095507, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672154, Class: 0.995220, Obj: 0.240391, No Obj: 0.000147, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.663657, Class: 0.982723, Obj: 0.001114, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.788129, Class: 0.993859, Obj: 0.399270, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774474, Class: 0.997096, Obj: 0.099904, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656124, Class: 0.995585, Obj: 0.207018, No Obj: 0.000098, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860467, Class: 0.994798, Obj: 0.265922, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.816688, Class: 0.998650, Obj: 0.867694, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734214, Class: 0.998069, Obj: 0.341336, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776862, Class: 0.996660, Obj: 0.354845, No Obj: 0.000198, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2452: 0.410482, 0.406844 avg loss, 0.001000 rate, 3.926345 seconds, 156928 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.691205, Class: 0.978880, Obj: 0.025487, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.741253, Class: 0.988757, Obj: 0.306528, No Obj: 0.000408, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.831357, Class: 0.992880, Obj: 0.175250, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646213, Class: 0.989549, Obj: 0.076840, No Obj: 0.000178, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.802967, Class: 0.978015, Obj: 0.019961, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804988, Class: 0.999436, Obj: 0.521820, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684168, Class: 0.994627, Obj: 0.113734, No Obj: 0.000123, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.891176, Class: 0.960203, Obj: 0.533495, No Obj: 0.000527, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.795725, Class: 0.986847, Obj: 0.199385, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.769215, Class: 0.996504, Obj: 0.094592, No Obj: 0.000167, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854876, Class: 0.997637, Obj: 0.559862, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.618403, Class: 0.991973, Obj: 0.244174, No Obj: 0.000183, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835871, Class: 0.998196, Obj: 0.497488, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740921, Class: 0.994154, Obj: 0.263798, No Obj: 0.000174, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664458, Class: 0.995909, Obj: 0.122408, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789678, Class: 0.999815, Obj: 0.888849, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770951, Class: 0.996919, Obj: 0.216633, No Obj: 0.000202, .5R: 0.857143, .75R: 0.857143, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2453: 0.617469, 0.427906 avg loss, 0.001000 rate, 3.912208 seconds, 156992 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.701661, Class: 0.929643, Obj: 0.114337, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838853, Class: 0.993555, Obj: 0.110997, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821870, Class: 0.987183, Obj: 0.084134, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.608455, Class: 0.996262, Obj: 0.120484, No Obj: 0.000104, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658688, Class: 0.996876, Obj: 0.074140, No Obj: 0.000102, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708849, Class: 0.996096, Obj: 0.277516, No Obj: 0.000167, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.472286, Class: 0.992722, Obj: 0.075573, No Obj: 0.000067, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875320, Class: 0.998822, Obj: 0.541982, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791214, Class: 0.997786, Obj: 0.086387, No Obj: 0.000173, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725445, Class: 0.996178, Obj: 0.187875, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754995, Class: 0.969397, Obj: 0.024501, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780289, Class: 0.998326, Obj: 0.369885, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2454: 0.445034, 0.429619 avg loss, 0.001000 rate, 3.921110 seconds, 157056 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834312, Class: 0.999798, Obj: 0.567166, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784198, Class: 0.995912, Obj: 0.059146, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833428, Class: 0.989169, Obj: 0.013211, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677137, Class: 0.999127, Obj: 0.094469, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.532163, Class: 0.986349, Obj: 0.703543, No Obj: 0.000394, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825429, Class: 0.994284, Obj: 0.007211, No Obj: 0.000034, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725093, Class: 0.993633, Obj: 0.214041, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781679, Class: 0.994265, Obj: 0.212860, No Obj: 0.000162, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740970, Class: 0.981762, Obj: 0.000938, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828673, Class: 0.994267, Obj: 0.181363, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.756765, Class: 0.988592, Obj: 0.218714, No Obj: 0.000146, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.540950, Class: 0.974352, Obj: 0.004437, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730859, Class: 0.996264, Obj: 0.123776, No Obj: 0.000073, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2455: 0.341945, 0.420851 avg loss, 0.001000 rate, 3.922488 seconds, 157120 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.793295, Class: 0.999614, Obj: 0.901370, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808371, Class: 0.998634, Obj: 0.385852, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737379, Class: 0.994780, Obj: 0.089992, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885920, Class: 0.995857, Obj: 0.617047, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626060, Class: 0.983614, Obj: 0.110044, No Obj: 0.000082, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801548, Class: 0.995579, Obj: 0.612310, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699966, Class: 0.997534, Obj: 0.162304, No Obj: 0.000121, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717054, Class: 0.999416, Obj: 0.514003, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809607, Class: 0.996724, Obj: 0.015057, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719153, Class: 0.996028, Obj: 0.049116, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876245, Class: 0.998748, Obj: 0.469655, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761618, Class: 0.996857, Obj: 0.157130, No Obj: 0.000117, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711707, Class: 0.991310, Obj: 0.066687, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.969874, Class: 0.994325, Obj: 0.112659, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847108, Class: 0.998330, Obj: 0.274795, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2456: 0.362762, 0.415043 avg loss, 0.001000 rate, 3.922114 seconds, 157184 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.722223, Class: 0.997779, Obj: 0.882034, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674755, Class: 0.995526, Obj: 0.086225, No Obj: 0.000104, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895959, Class: 0.995554, Obj: 0.002897, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818786, Class: 0.998774, Obj: 0.354594, No Obj: 0.000128, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872632, Class: 0.997163, Obj: 0.728096, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787678, Class: 0.987815, Obj: 0.260391, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751311, Class: 0.998162, Obj: 0.176556, No Obj: 0.000115, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775099, Class: 0.997048, Obj: 0.123660, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877224, Class: 0.996247, Obj: 0.236748, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810045, Class: 0.997552, Obj: 0.105552, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738757, Class: 0.995438, Obj: 0.207927, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2457: 0.357939, 0.409332 avg loss, 0.001000 rate, 3.909069 seconds, 157248 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.656875, Class: 0.997097, Obj: 0.227314, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.779089, Class: 0.987040, Obj: 0.006449, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825323, Class: 0.997733, Obj: 0.035522, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812239, Class: 0.999431, Obj: 0.323837, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678541, Class: 0.991851, Obj: 0.024111, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734327, Class: 0.993965, Obj: 0.022543, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.768245, Class: 0.996951, Obj: 0.040460, No Obj: 0.000055, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783244, Class: 0.999402, Obj: 0.526359, No Obj: 0.000190, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.779718, Class: 0.996874, Obj: 0.046159, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.683160, Class: 0.978454, Obj: 0.761190, No Obj: 0.000532, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809901, Class: 0.912083, Obj: 0.036735, No Obj: 0.000085, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743632, Class: 0.998403, Obj: 0.652361, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832717, Class: 0.996348, Obj: 0.064803, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676079, Class: 0.946282, Obj: 0.000038, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698073, Class: 0.997415, Obj: 0.136561, No Obj: 0.000054, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830720, Class: 0.993022, Obj: 0.057481, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685716, Class: 0.994669, Obj: 0.085945, No Obj: 0.000116, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2458: 0.438131, 0.412212 avg loss, 0.001000 rate, 3.913292 seconds, 157312 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778506, Class: 0.998952, Obj: 0.295314, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646445, Class: 0.997514, Obj: 0.305946, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.634485, Class: 0.998196, Obj: 0.201712, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.819382, Class: 0.997668, Obj: 0.113956, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.730856, Class: 0.993982, Obj: 0.009433, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732168, Class: 0.997558, Obj: 0.052186, No Obj: 0.000093, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740724, Class: 0.996973, Obj: 0.156428, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802963, Class: 0.997490, Obj: 0.075854, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861241, Class: 0.999321, Obj: 0.042336, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839938, Class: 0.999044, Obj: 0.413765, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797227, Class: 0.999516, Obj: 0.725946, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702107, Class: 0.996634, Obj: 0.120748, No Obj: 0.000144, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.730743, Class: 0.980928, Obj: 0.380516, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.869719, Class: 0.999917, Obj: 0.904707, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813350, Class: 0.997476, Obj: 0.181361, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787616, Class: 0.997569, Obj: 0.500281, No Obj: 0.000201, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.686786, Class: 0.994911, Obj: 0.003008, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2459: 0.354018, 0.406393 avg loss, 0.001000 rate, 3.919999 seconds, 157376 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715357, Class: 0.998201, Obj: 0.135570, No Obj: 0.000181, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.692661, Class: 0.999056, Obj: 0.318201, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.891382, Class: 0.999231, Obj: 0.272476, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814654, Class: 0.999351, Obj: 0.356011, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658095, Class: 0.996033, Obj: 0.106229, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427805, Class: 0.994505, Obj: 0.072997, No Obj: 0.000034, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.593717, Class: 0.991166, Obj: 0.393248, No Obj: 0.000342, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.818661, Class: 0.995690, Obj: 0.123514, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722384, Class: 0.992907, Obj: 0.100478, No Obj: 0.000040, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777000, Class: 0.999021, Obj: 0.228560, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595022, Class: 0.997263, Obj: 0.181946, No Obj: 0.000095, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812608, Class: 0.996434, Obj: 0.145404, No Obj: 0.000183, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.685658, Class: 0.996444, Obj: 0.003757, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816005, Class: 0.997544, Obj: 0.442669, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747454, Class: 0.992635, Obj: 0.043598, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2460: 0.391193, 0.404873 avg loss, 0.001000 rate, 3.928864 seconds, 157440 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.721454, Class: 0.987116, Obj: 0.582445, No Obj: 0.000411, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738208, Class: 0.998599, Obj: 0.004497, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710554, Class: 0.997413, Obj: 0.104752, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.679099, Class: 0.998064, Obj: 0.406368, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798488, Class: 0.996938, Obj: 0.030359, No Obj: 0.000205, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.753857, Class: 0.998753, Obj: 0.100570, No Obj: 0.000118, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643263, Class: 0.998572, Obj: 0.060987, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.906904, Class: 0.998475, Obj: 0.205157, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730193, Class: 0.996334, Obj: 0.096253, No Obj: 0.000144, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739419, Class: 0.987545, Obj: 0.111626, No Obj: 0.000260, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.681410, Class: 0.993954, Obj: 0.165726, No Obj: 0.000092, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.800160, Class: 0.991100, Obj: 0.004404, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.752496, Class: 0.992582, Obj: 0.189161, No Obj: 0.000260, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.596060, Class: 0.996416, Obj: 0.022685, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.476816, Class: 0.994159, Obj: 0.370891, No Obj: 0.000360, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747209, Class: 0.998006, Obj: 0.048418, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739846, Class: 0.994021, Obj: 0.042726, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.671165, Class: 0.997878, Obj: 0.341433, No Obj: 0.000072, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2461: 0.475748, 0.411960 avg loss, 0.001000 rate, 3.907159 seconds, 157504 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780834, Class: 0.999248, Obj: 0.104185, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.606835, Class: 0.980329, Obj: 0.007923, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712005, Class: 0.998940, Obj: 0.192311, No Obj: 0.000163, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.779839, Class: 0.991982, Obj: 0.019543, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701705, Class: 0.997921, Obj: 0.284226, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690435, Class: 0.997898, Obj: 0.118921, No Obj: 0.000073, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856459, Class: 0.998081, Obj: 0.102064, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662026, Class: 0.992343, Obj: 0.162732, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.595213, Class: 0.997871, Obj: 0.076793, No Obj: 0.000063, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897727, Class: 0.999236, Obj: 0.134173, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.531851, Class: 0.997476, Obj: 0.065998, No Obj: 0.000075, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886014, Class: 0.992059, Obj: 0.009705, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734893, Class: 0.995000, Obj: 0.151785, No Obj: 0.000077, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2462: 0.460885, 0.416853 avg loss, 0.001000 rate, 3.903775 seconds, 157568 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.823964, Class: 0.997689, Obj: 0.177658, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846534, Class: 0.999128, Obj: 0.067388, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851858, Class: 0.998697, Obj: 0.180437, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743489, Class: 0.998833, Obj: 0.588724, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724563, Class: 0.999119, Obj: 0.086731, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684553, Class: 0.999059, Obj: 0.179829, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.731252, Class: 0.998749, Obj: 0.091044, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723644, Class: 0.997591, Obj: 0.012471, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719184, Class: 0.998243, Obj: 0.255026, No Obj: 0.000176, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724947, Class: 0.999619, Obj: 0.812688, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695865, Class: 0.999323, Obj: 0.279571, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683715, Class: 0.994386, Obj: 0.391743, No Obj: 0.000312, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.809570, Class: 0.995415, Obj: 0.215540, No Obj: 0.000168, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000391, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815935, Class: 0.998334, Obj: 0.027590, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769144, Class: 0.997773, Obj: 0.193953, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.607417, Class: 0.960129, Obj: 0.717004, No Obj: 0.000623, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.641245, Class: 0.999880, Obj: 0.785355, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799059, Class: 0.996053, Obj: 0.109554, No Obj: 0.000143, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2463: 0.406170, 0.415784 avg loss, 0.001000 rate, 3.926582 seconds, 157632 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.707220, Class: 0.985056, Obj: 0.146341, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.678325, Class: 0.999451, Obj: 0.030227, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840630, Class: 0.997891, Obj: 0.246409, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856084, Class: 0.996209, Obj: 0.230701, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752735, Class: 0.996782, Obj: 0.189381, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.573374, Class: 0.998871, Obj: 0.798503, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.832821, Class: 0.998155, Obj: 0.443634, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797368, Class: 0.998574, Obj: 0.220749, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738553, Class: 0.997122, Obj: 0.190013, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712629, Class: 0.997672, Obj: 0.125014, No Obj: 0.000131, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779574, Class: 0.998319, Obj: 0.500236, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.626236, Class: 0.996887, Obj: 0.043655, No Obj: 0.000068, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658378, Class: 0.992657, Obj: 0.135853, No Obj: 0.000104, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660573, Class: 0.999749, Obj: 0.171019, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806609, Class: 0.998993, Obj: 0.303642, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2464: 0.313477, 0.405554 avg loss, 0.001000 rate, 3.919665 seconds, 157696 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845756, Class: 0.996654, Obj: 0.384345, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.824718, Class: 0.997770, Obj: 0.365470, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.806938, Class: 0.993438, Obj: 0.422707, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.817037, Class: 0.997129, Obj: 0.276667, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792580, Class: 0.998685, Obj: 0.399825, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.697449, Class: 0.998436, Obj: 0.154178, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872580, Class: 0.997124, Obj: 0.294123, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.449757, Class: 0.998754, Obj: 0.004261, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799573, Class: 0.999864, Obj: 0.718063, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.610290, Class: 0.998451, Obj: 0.046088, No Obj: 0.000145, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821458, Class: 0.998823, Obj: 0.206769, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779665, Class: 0.998298, Obj: 0.088164, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.766117, Class: 0.985837, Obj: 0.833702, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.910184, Class: 0.999932, Obj: 0.317424, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717581, Class: 0.998913, Obj: 0.163141, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2465: 0.302003, 0.395199 avg loss, 0.001000 rate, 3.908066 seconds, 157760 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713648, Class: 0.997741, Obj: 0.224838, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.792725, Class: 0.923631, Obj: 0.223047, No Obj: 0.000405, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819268, Class: 0.998990, Obj: 0.177181, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765245, Class: 0.998846, Obj: 0.108445, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887997, Class: 0.993565, Obj: 0.007438, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750496, Class: 0.996445, Obj: 0.254746, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698526, Class: 0.991762, Obj: 0.000630, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898246, Class: 0.990543, Obj: 0.182963, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764255, Class: 0.997380, Obj: 0.094883, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656782, Class: 0.959015, Obj: 0.223692, No Obj: 0.000089, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899479, Class: 0.996352, Obj: 0.086356, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679987, Class: 0.996236, Obj: 0.064580, No Obj: 0.000153, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.826973, Class: 0.999505, Obj: 0.413379, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713725, Class: 0.994351, Obj: 0.424042, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2466: 0.274733, 0.383152 avg loss, 0.001000 rate, 3.913862 seconds, 157824 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761993, Class: 0.998796, Obj: 0.332019, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.680900, Class: 0.949511, Obj: 0.089391, No Obj: 0.000121, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811904, Class: 0.995568, Obj: 0.209665, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.702224, Class: 0.997277, Obj: 0.132673, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.676820, Class: 0.998178, Obj: 0.579291, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771705, Class: 0.997644, Obj: 0.166444, No Obj: 0.000111, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850937, Class: 0.997409, Obj: 0.441799, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.729980, Class: 0.996937, Obj: 0.296143, No Obj: 0.000175, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709959, Class: 0.997102, Obj: 0.205120, No Obj: 0.000155, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871136, Class: 0.994040, Obj: 0.411864, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694092, Class: 0.993235, Obj: 0.084070, No Obj: 0.000064, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855684, Class: 0.999365, Obj: 0.745582, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.580543, Class: 0.995638, Obj: 0.026252, No Obj: 0.000048, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715656, Class: 0.996468, Obj: 0.345736, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2467: 0.519634, 0.396800 avg loss, 0.001000 rate, 3.922950 seconds, 157888 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.583170, Class: 0.960903, Obj: 0.000379, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780429, Class: 0.985900, Obj: 0.035981, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794450, Class: 0.996184, Obj: 0.237631, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.851018, Class: 0.953200, Obj: 0.000101, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709962, Class: 0.996621, Obj: 0.117435, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.669569, Class: 0.998804, Obj: 0.304655, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.792392, Class: 0.988045, Obj: 0.367748, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758790, Class: 0.997803, Obj: 0.142822, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880671, Class: 0.993348, Obj: 0.359188, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.829728, Class: 0.999499, Obj: 0.500184, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697857, Class: 0.981336, Obj: 0.005013, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637891, Class: 0.995373, Obj: 0.142446, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834796, Class: 0.984177, Obj: 0.016507, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748100, Class: 0.996041, Obj: 0.115871, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799677, Class: 0.995687, Obj: 0.388965, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701267, Class: 0.997198, Obj: 0.152661, No Obj: 0.000106, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2468: 0.361917, 0.393312 avg loss, 0.001000 rate, 3.907424 seconds, 157952 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778253, Class: 0.992187, Obj: 0.290448, No Obj: 0.000309, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.606227, Class: 0.992471, Obj: 0.003305, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.892356, Class: 0.998081, Obj: 0.610240, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722938, Class: 0.995328, Obj: 0.133955, No Obj: 0.000093, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.510847, Class: 0.996844, Obj: 0.199721, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.928146, Class: 0.999598, Obj: 0.681611, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602942, Class: 0.997192, Obj: 0.327444, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658897, Class: 0.996777, Obj: 0.264294, No Obj: 0.000163, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732604, Class: 0.970510, Obj: 0.000394, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.701093, Class: 0.994396, Obj: 0.132883, No Obj: 0.000137, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735881, Class: 0.962857, Obj: 0.005780, No Obj: 0.000340, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.797960, Class: 0.995265, Obj: 0.278102, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707012, Class: 0.997854, Obj: 0.152083, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712768, Class: 0.998222, Obj: 0.208974, No Obj: 0.000163, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2469: 0.549631, 0.408944 avg loss, 0.001000 rate, 3.934344 seconds, 158016 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645358, Class: 0.998559, Obj: 0.175451, No Obj: 0.000052, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733107, Class: 0.998516, Obj: 0.186946, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878511, Class: 0.995770, Obj: 0.204331, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722793, Class: 0.998575, Obj: 0.035093, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657898, Class: 0.998156, Obj: 0.261273, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812669, Class: 0.997973, Obj: 0.214501, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804190, Class: 0.999507, Obj: 0.459588, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724011, Class: 0.997377, Obj: 0.253755, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.740068, Class: 0.996826, Obj: 0.238373, No Obj: 0.000248, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771166, Class: 0.997371, Obj: 0.074666, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640369, Class: 0.997312, Obj: 0.924644, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686068, Class: 0.996491, Obj: 0.171395, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2470: 0.311586, 0.399208 avg loss, 0.001000 rate, 3.917607 seconds, 158080 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669005, Class: 0.996599, Obj: 0.030995, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.630242, Class: 0.989595, Obj: 0.084945, No Obj: 0.000104, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806261, Class: 0.982555, Obj: 0.196846, No Obj: 0.000283, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.782179, Class: 0.994114, Obj: 0.066884, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836035, Class: 0.991961, Obj: 0.048240, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.726098, Class: 0.998525, Obj: 0.134800, No Obj: 0.000097, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815449, Class: 0.996836, Obj: 0.301407, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825699, Class: 0.993995, Obj: 0.035279, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.667386, Class: 0.962527, Obj: 0.042250, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786612, Class: 0.980505, Obj: 0.132739, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717424, Class: 0.994812, Obj: 0.216563, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747866, Class: 0.999670, Obj: 0.038545, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751187, Class: 0.995438, Obj: 0.504337, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722547, Class: 0.998371, Obj: 0.206036, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865069, Class: 0.996750, Obj: 0.029000, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2471: 0.422156, 0.401503 avg loss, 0.001000 rate, 3.922340 seconds, 158144 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.955780, Class: 0.995652, Obj: 0.156073, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759454, Class: 0.994935, Obj: 0.056887, No Obj: 0.000132, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691622, Class: 0.993306, Obj: 0.079033, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814465, Class: 0.998988, Obj: 0.305541, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636083, Class: 0.998331, Obj: 0.142441, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759712, Class: 0.994091, Obj: 0.151311, No Obj: 0.000102, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797748, Class: 0.999085, Obj: 0.829791, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.468841, Class: 0.999883, Obj: 0.091534, No Obj: 0.000066, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702166, Class: 0.994662, Obj: 0.020568, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754946, Class: 0.996706, Obj: 0.197116, No Obj: 0.000130, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821527, Class: 0.997026, Obj: 0.767682, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740952, Class: 0.995001, Obj: 0.219742, No Obj: 0.000153, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853006, Class: 0.999315, Obj: 0.454879, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.873147, Class: 0.998076, Obj: 0.545436, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887159, Class: 0.999316, Obj: 0.465344, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691639, Class: 0.997985, Obj: 0.269831, No Obj: 0.000109, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2472: 0.363397, 0.397692 avg loss, 0.001000 rate, 3.925892 seconds, 158208 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683252, Class: 0.996672, Obj: 0.048288, No Obj: 0.000067, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826854, Class: 0.995725, Obj: 0.314970, No Obj: 0.000203, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.758802, Class: 0.995804, Obj: 0.244541, No Obj: 0.000192, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.743322, Class: 0.995715, Obj: 0.055592, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814804, Class: 0.994559, Obj: 0.228146, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770685, Class: 0.996443, Obj: 0.099438, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746582, Class: 0.997452, Obj: 0.411035, No Obj: 0.000299, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.733057, Class: 0.998648, Obj: 0.262347, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769678, Class: 0.999130, Obj: 0.157071, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748948, Class: 0.995954, Obj: 0.052887, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657361, Class: 0.995492, Obj: 0.054135, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820912, Class: 0.998271, Obj: 0.206367, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.644948, Class: 0.998955, Obj: 0.610889, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.891033, Class: 0.998817, Obj: 0.676587, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.579675, Class: 0.988793, Obj: 0.026358, No Obj: 0.000063, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852050, Class: 0.989435, Obj: 0.482019, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624294, Class: 0.997309, Obj: 0.184044, No Obj: 0.000120, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2473: 0.437570, 0.401680 avg loss, 0.001000 rate, 3.919107 seconds, 158272 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.753686, Class: 0.997320, Obj: 0.147044, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.728507, Class: 0.984010, Obj: 0.162011, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768221, Class: 0.995816, Obj: 0.070739, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.578072, Class: 0.960060, Obj: 0.134230, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.830821, Class: 0.999473, Obj: 0.325233, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796997, Class: 0.996114, Obj: 0.145805, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773833, Class: 0.997148, Obj: 0.742300, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.780058, Class: 0.998323, Obj: 0.184222, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720580, Class: 0.998263, Obj: 0.203268, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731504, Class: 0.997246, Obj: 0.262314, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.875143, Class: 0.998263, Obj: 0.196922, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714982, Class: 0.985469, Obj: 0.067796, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759608, Class: 0.998510, Obj: 0.308603, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657556, Class: 0.989333, Obj: 0.076701, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.540526, Class: 0.984504, Obj: 0.124847, No Obj: 0.000076, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705740, Class: 0.996842, Obj: 0.777492, No Obj: 0.000331, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.655558, Class: 0.996520, Obj: 0.062082, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2474: 0.333196, 0.394832 avg loss, 0.001000 rate, 3.905947 seconds, 158336 images Loaded: 0.000073 seconds Region 82 Avg IOU: 0.479450, Class: 0.995721, Obj: 0.161502, No Obj: 0.000339, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.669454, Class: 0.986094, Obj: 0.453527, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802961, Class: 0.992305, Obj: 0.055209, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616553, Class: 0.959306, Obj: 0.095010, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790669, Class: 0.997410, Obj: 0.123907, No Obj: 0.000140, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.755760, Class: 0.973452, Obj: 0.029709, No Obj: 0.000292, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.754029, Class: 0.980361, Obj: 0.508344, No Obj: 0.000472, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.645772, Class: 0.990775, Obj: 0.063665, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856873, Class: 0.999571, Obj: 0.273878, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738899, Class: 0.998023, Obj: 0.231768, No Obj: 0.000133, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732263, Class: 0.996890, Obj: 0.109401, No Obj: 0.000126, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885537, Class: 0.998977, Obj: 0.227271, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753833, Class: 0.998137, Obj: 0.182600, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906756, Class: 0.975857, Obj: 0.012424, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641821, Class: 0.994208, Obj: 0.127409, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749216, Class: 0.999130, Obj: 0.140516, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2475: 0.426826, 0.398031 avg loss, 0.001000 rate, 3.903516 seconds, 158400 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761729, Class: 0.994200, Obj: 0.493471, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716684, Class: 0.998330, Obj: 0.409984, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.479339, Class: 0.993756, Obj: 0.132041, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787445, Class: 0.992667, Obj: 0.352716, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.605149, Class: 0.996454, Obj: 0.073963, No Obj: 0.000074, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739323, Class: 0.989487, Obj: 0.397417, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788823, Class: 0.995966, Obj: 0.198837, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643007, Class: 0.997982, Obj: 0.147011, No Obj: 0.000124, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878371, Class: 0.997027, Obj: 0.391658, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801285, Class: 0.998123, Obj: 0.109805, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814517, Class: 0.998129, Obj: 0.855739, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808476, Class: 0.996545, Obj: 0.175676, No Obj: 0.000196, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640539, Class: 0.995512, Obj: 0.012006, No Obj: 0.000040, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2476: 0.429860, 0.401214 avg loss, 0.001000 rate, 3.926448 seconds, 158464 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.652824, Class: 0.904604, Obj: 0.019516, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561402, Class: 0.995268, Obj: 0.169681, No Obj: 0.000106, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842844, Class: 0.989460, Obj: 0.010114, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702423, Class: 0.997789, Obj: 0.133018, No Obj: 0.000159, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.514100, Class: 0.985478, Obj: 0.358507, No Obj: 0.000379, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746139, Class: 0.998167, Obj: 0.200653, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696374, Class: 0.999138, Obj: 0.671217, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721182, Class: 0.993986, Obj: 0.857106, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763147, Class: 0.998768, Obj: 0.368492, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728919, Class: 0.999012, Obj: 0.581008, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751412, Class: 0.998776, Obj: 0.240503, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729245, Class: 0.985315, Obj: 0.307593, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.817270, Class: 0.999408, Obj: 0.253192, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.554954, Class: 0.950258, Obj: 0.241588, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864428, Class: 0.998137, Obj: 0.248974, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2477: 0.291963, 0.390289 avg loss, 0.001000 rate, 3.903329 seconds, 158528 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746464, Class: 0.995878, Obj: 0.665887, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814692, Class: 0.997095, Obj: 0.223397, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693908, Class: 0.997636, Obj: 0.128746, No Obj: 0.000103, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580321, Class: 0.983606, Obj: 0.030530, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703804, Class: 0.995080, Obj: 0.021404, No Obj: 0.000150, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719789, Class: 0.991757, Obj: 0.309813, No Obj: 0.000309, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.540194, Class: 0.998357, Obj: 0.164955, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811578, Class: 0.986220, Obj: 0.557300, No Obj: 0.000534, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.842088, Class: 0.998618, Obj: 0.111393, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866975, Class: 0.997056, Obj: 0.863604, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764543, Class: 0.995280, Obj: 0.222755, No Obj: 0.000114, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647027, Class: 0.993830, Obj: 0.036593, No Obj: 0.000079, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2478: 0.411240, 0.392384 avg loss, 0.001000 rate, 3.911048 seconds, 158592 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854058, Class: 0.994702, Obj: 0.453634, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762315, Class: 0.998435, Obj: 0.190899, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.686204, Class: 0.999193, Obj: 0.584268, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723884, Class: 0.993630, Obj: 0.068516, No Obj: 0.000084, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706544, Class: 0.992595, Obj: 0.157755, No Obj: 0.000122, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800689, Class: 0.995166, Obj: 0.036322, No Obj: 0.000062, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900508, Class: 0.989295, Obj: 0.137904, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799846, Class: 0.999343, Obj: 0.142426, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790789, Class: 0.998120, Obj: 0.043712, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846343, Class: 0.986646, Obj: 0.403500, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864482, Class: 0.996150, Obj: 0.300407, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779896, Class: 0.998741, Obj: 0.273339, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2479: 0.317729, 0.384919 avg loss, 0.001000 rate, 3.918471 seconds, 158656 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.638720, Class: 0.989635, Obj: 0.011296, No Obj: 0.000071, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.867343, Class: 0.993886, Obj: 0.210625, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.638143, Class: 0.994401, Obj: 0.124595, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701399, Class: 0.996038, Obj: 0.061080, No Obj: 0.000112, .5R: 0.909091, .75R: 0.363636, count: 11 Region 82 Avg IOU: 0.803481, Class: 0.961050, Obj: 0.223334, No Obj: 0.000460, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883345, Class: 0.998547, Obj: 0.109149, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709156, Class: 0.997179, Obj: 0.084384, No Obj: 0.000082, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.829383, Class: 0.998613, Obj: 0.104173, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695422, Class: 0.997782, Obj: 0.138773, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839804, Class: 0.997973, Obj: 0.577089, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.652110, Class: 0.985857, Obj: 0.029577, No Obj: 0.000129, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762725, Class: 0.995194, Obj: 0.230769, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.544585, Class: 0.996416, Obj: 0.067957, No Obj: 0.000089, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.763648, Class: 0.996110, Obj: 0.360071, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820162, Class: 0.999318, Obj: 0.412112, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2480: 0.587688, 0.405196 avg loss, 0.001000 rate, 3.909196 seconds, 158720 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.789646, Class: 0.990526, Obj: 0.293715, No Obj: 0.000254, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.921606, Class: 0.996071, Obj: 0.227320, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752359, Class: 0.993799, Obj: 0.075477, No Obj: 0.000049, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.854489, Class: 0.999250, Obj: 0.564870, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.726837, Class: 0.995637, Obj: 0.660574, No Obj: 0.000315, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.690753, Class: 0.994398, Obj: 0.157081, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.792230, Class: 0.993820, Obj: 0.454034, No Obj: 0.000428, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776436, Class: 0.989185, Obj: 0.064088, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778514, Class: 0.996101, Obj: 0.000563, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830372, Class: 0.989882, Obj: 0.281602, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746212, Class: 0.993944, Obj: 0.102996, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.828985, Class: 0.997108, Obj: 0.060551, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830251, Class: 0.989555, Obj: 0.360167, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804559, Class: 0.996984, Obj: 0.222268, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868761, Class: 0.999879, Obj: 0.306534, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716733, Class: 0.998892, Obj: 0.201297, No Obj: 0.000108, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733348, Class: 0.997769, Obj: 0.193451, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2481: 0.286775, 0.393353 avg loss, 0.001000 rate, 3.904298 seconds, 158784 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769744, Class: 0.989271, Obj: 0.362232, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.615034, Class: 0.987990, Obj: 0.134202, No Obj: 0.000064, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847118, Class: 0.988204, Obj: 0.668844, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786441, Class: 0.995662, Obj: 0.106740, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780387, Class: 0.994556, Obj: 0.074484, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825284, Class: 0.998930, Obj: 0.357506, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718691, Class: 0.953675, Obj: 0.001094, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793584, Class: 0.996929, Obj: 0.185772, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 12 Region 82 Avg IOU: 0.701614, Class: 0.997518, Obj: 0.512545, No Obj: 0.000385, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.909804, Class: 0.987400, Obj: 0.341088, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607313, Class: 0.996354, Obj: 0.070624, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861537, Class: 0.981335, Obj: 0.387161, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.881429, Class: 0.999347, Obj: 0.152899, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758400, Class: 0.998618, Obj: 0.104028, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.861975, Class: 0.996513, Obj: 0.222861, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.768617, Class: 0.998823, Obj: 0.799268, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.538442, Class: 0.998032, Obj: 0.033541, No Obj: 0.000077, .5R: 0.500000, .75R: 0.000000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2482: 0.375384, 0.391557 avg loss, 0.001000 rate, 3.922379 seconds, 158848 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814770, Class: 0.996172, Obj: 0.577576, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671280, Class: 0.967214, Obj: 0.026307, No Obj: 0.000107, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.887242, Class: 0.998482, Obj: 0.864153, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.829901, Class: 0.998253, Obj: 0.657921, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.751735, Class: 0.999809, Obj: 0.012707, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733638, Class: 0.995514, Obj: 0.218492, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719173, Class: 0.998450, Obj: 0.316785, No Obj: 0.000156, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.599013, Class: 0.975836, Obj: 0.035275, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.636384, Class: 0.962256, Obj: 0.009622, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725148, Class: 0.997668, Obj: 0.195553, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843294, Class: 0.997756, Obj: 0.339724, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.774719, Class: 0.997390, Obj: 0.209566, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908582, Class: 0.985742, Obj: 0.028351, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782745, Class: 0.998984, Obj: 0.202847, No Obj: 0.000127, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803702, Class: 0.994457, Obj: 0.348008, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.699377, Class: 0.994535, Obj: 0.087570, No Obj: 0.000144, .5R: 0.888889, .75R: 0.666667, count: 9 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2483: 0.484931, 0.400894 avg loss, 0.001000 rate, 3.924979 seconds, 158912 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.745568, Class: 0.999383, Obj: 0.707986, No Obj: 0.000401, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758200, Class: 0.998423, Obj: 0.208280, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659840, Class: 0.997615, Obj: 0.120146, No Obj: 0.000110, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.741339, Class: 0.991478, Obj: 0.254017, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.797445, Class: 0.997359, Obj: 0.037203, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689069, Class: 0.996635, Obj: 0.069638, No Obj: 0.000110, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854504, Class: 0.980662, Obj: 0.139426, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746480, Class: 0.987457, Obj: 0.211239, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849077, Class: 0.998299, Obj: 0.150752, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.773723, Class: 0.998583, Obj: 0.274189, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648184, Class: 0.995149, Obj: 0.073879, No Obj: 0.000056, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773186, Class: 0.996879, Obj: 0.229276, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789901, Class: 0.996876, Obj: 0.033719, No Obj: 0.000061, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690057, Class: 0.995855, Obj: 0.044627, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683056, Class: 0.994129, Obj: 0.164790, No Obj: 0.000148, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641622, Class: 0.989624, Obj: 0.174508, No Obj: 0.000122, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2484: 0.440875, 0.404892 avg loss, 0.001000 rate, 3.911926 seconds, 158976 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667975, Class: 0.993548, Obj: 0.067276, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.844632, Class: 0.998541, Obj: 0.129692, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728988, Class: 0.917162, Obj: 0.000132, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719474, Class: 0.997409, Obj: 0.167828, No Obj: 0.000100, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806255, Class: 0.991338, Obj: 0.175470, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.545926, Class: 0.998842, Obj: 0.013098, No Obj: 0.000073, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768780, Class: 0.997886, Obj: 0.241934, No Obj: 0.000151, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872192, Class: 0.985736, Obj: 0.139796, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764020, Class: 0.996605, Obj: 0.186975, No Obj: 0.000169, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746979, Class: 0.997031, Obj: 0.040905, No Obj: 0.000052, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819274, Class: 0.999848, Obj: 0.664007, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625092, Class: 0.995888, Obj: 0.045166, No Obj: 0.000112, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929466, Class: 0.998786, Obj: 0.193142, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670023, Class: 0.993970, Obj: 0.044046, No Obj: 0.000123, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2485: 0.505973, 0.415000 avg loss, 0.001000 rate, 3.918670 seconds, 159040 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.793091, Class: 0.993072, Obj: 0.391272, No Obj: 0.000409, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659907, Class: 0.992257, Obj: 0.066056, No Obj: 0.000095, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735431, Class: 0.997519, Obj: 0.480151, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798417, Class: 0.999463, Obj: 0.163032, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.961256, Class: 0.998993, Obj: 0.355548, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736268, Class: 0.996073, Obj: 0.129856, No Obj: 0.000165, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653820, Class: 0.994618, Obj: 0.044636, No Obj: 0.000115, .5R: 0.818182, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848135, Class: 0.998450, Obj: 0.058496, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824403, Class: 0.993156, Obj: 0.095296, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796691, Class: 0.998144, Obj: 0.248509, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831640, Class: 0.997911, Obj: 0.426635, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814992, Class: 0.999125, Obj: 0.456621, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.790047, Class: 0.997714, Obj: 0.756060, No Obj: 0.000688, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.753402, Class: 0.988420, Obj: 0.039554, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.556297, Class: 0.997951, Obj: 0.221620, No Obj: 0.000074, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2486: 0.450183, 0.418518 avg loss, 0.001000 rate, 3.916005 seconds, 159104 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780302, Class: 0.998264, Obj: 0.454488, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727513, Class: 0.993944, Obj: 0.146653, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889012, Class: 0.996284, Obj: 0.139976, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637783, Class: 0.997218, Obj: 0.025183, No Obj: 0.000088, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721536, Class: 0.991694, Obj: 0.080547, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667501, Class: 0.998276, Obj: 0.077483, No Obj: 0.000129, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816669, Class: 0.994882, Obj: 0.369162, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762564, Class: 0.996445, Obj: 0.135505, No Obj: 0.000165, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000528, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638550, Class: 0.991701, Obj: 0.234022, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.877370, Class: 0.999389, Obj: 0.327940, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763648, Class: 0.997922, Obj: 0.174965, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.737925, Class: 0.996361, Obj: 0.331719, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683334, Class: 0.996121, Obj: 0.030432, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2487: 0.392193, 0.415886 avg loss, 0.001000 rate, 3.904649 seconds, 159168 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.691142, Class: 0.973535, Obj: 0.032704, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.876217, Class: 0.994342, Obj: 0.017441, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591923, Class: 0.995450, Obj: 0.132705, No Obj: 0.000055, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544604, Class: 0.988001, Obj: 0.251995, No Obj: 0.000096, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766215, Class: 0.996824, Obj: 0.195790, No Obj: 0.000139, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798709, Class: 0.985821, Obj: 0.221984, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743926, Class: 0.996399, Obj: 0.204168, No Obj: 0.000214, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837249, Class: 0.989876, Obj: 0.444452, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.625655, Class: 0.999161, Obj: 0.248681, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774705, Class: 0.995121, Obj: 0.275728, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.707994, Class: 0.996827, Obj: 0.169572, No Obj: 0.000210, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734634, Class: 0.991570, Obj: 0.340906, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704753, Class: 0.996575, Obj: 0.063047, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841909, Class: 0.994907, Obj: 0.366714, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776207, Class: 0.997606, Obj: 0.033676, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2488: 0.482789, 0.422576 avg loss, 0.001000 rate, 3.926274 seconds, 159232 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.544940, Class: 0.945158, Obj: 0.555172, No Obj: 0.000631, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.837216, Class: 0.997189, Obj: 0.343954, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851869, Class: 0.999579, Obj: 0.362814, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.579566, Class: 0.881695, Obj: 0.013830, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.819427, Class: 0.998215, Obj: 0.725431, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736935, Class: 0.996261, Obj: 0.158702, No Obj: 0.000103, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787637, Class: 0.999741, Obj: 0.452069, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833838, Class: 0.998784, Obj: 0.199706, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672320, Class: 0.997554, Obj: 0.100342, No Obj: 0.000111, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.772846, Class: 0.985657, Obj: 0.061618, No Obj: 0.000546, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.653564, Class: 0.995166, Obj: 0.052093, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764145, Class: 0.998212, Obj: 0.016983, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.707380, Class: 0.985055, Obj: 0.095263, No Obj: 0.000280, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707720, Class: 0.996500, Obj: 0.149971, No Obj: 0.000100, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812572, Class: 0.991172, Obj: 0.126708, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.846858, Class: 0.997307, Obj: 0.026920, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727758, Class: 0.997761, Obj: 0.150968, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2489: 0.321441, 0.412463 avg loss, 0.001000 rate, 3.905316 seconds, 159296 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.713558, Class: 0.997833, Obj: 0.658117, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744742, Class: 0.990749, Obj: 0.255713, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.507465, Class: 0.994934, Obj: 0.010465, No Obj: 0.000076, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773772, Class: 0.996607, Obj: 0.023737, No Obj: 0.000020, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684389, Class: 0.999633, Obj: 0.317432, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782306, Class: 0.996031, Obj: 0.132958, No Obj: 0.000153, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865290, Class: 0.998724, Obj: 0.194334, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837355, Class: 0.998113, Obj: 0.154768, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880666, Class: 0.999018, Obj: 0.056698, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797396, Class: 0.986281, Obj: 0.206007, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788165, Class: 0.983896, Obj: 0.041727, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870330, Class: 0.999572, Obj: 0.171965, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.539082, Class: 0.957542, Obj: 0.350435, No Obj: 0.000508, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785484, Class: 0.994631, Obj: 0.237998, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743291, Class: 0.990698, Obj: 0.083463, No Obj: 0.000109, .5R: 0.875000, .75R: 0.750000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2490: 0.326901, 0.403906 avg loss, 0.001000 rate, 3.919424 seconds, 159360 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760364, Class: 0.998089, Obj: 0.149409, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728725, Class: 0.993030, Obj: 0.007827, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784226, Class: 0.996007, Obj: 0.011474, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.838307, Class: 0.997336, Obj: 0.107830, No Obj: 0.000396, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.763460, Class: 0.981981, Obj: 0.277415, No Obj: 0.000318, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.679336, Class: 0.993736, Obj: 0.037746, No Obj: 0.000101, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710176, Class: 0.997658, Obj: 0.436380, No Obj: 0.000280, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.798144, Class: 0.998171, Obj: 0.177257, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940604, Class: 0.992100, Obj: 0.345698, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765922, Class: 0.997479, Obj: 0.131309, No Obj: 0.000091, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710005, Class: 0.997424, Obj: 0.202792, No Obj: 0.000121, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868418, Class: 0.999751, Obj: 0.596132, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698073, Class: 0.998305, Obj: 0.236354, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2491: 0.298354, 0.393351 avg loss, 0.001000 rate, 3.913186 seconds, 159424 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.613365, Class: 0.998530, Obj: 0.539319, No Obj: 0.000364, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.817586, Class: 0.996677, Obj: 0.354994, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655159, Class: 0.997787, Obj: 0.224727, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786543, Class: 0.991468, Obj: 0.285026, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.621491, Class: 0.997764, Obj: 0.017688, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751439, Class: 0.996582, Obj: 0.099777, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827637, Class: 0.989627, Obj: 0.150884, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.706500, Class: 0.995464, Obj: 0.113682, No Obj: 0.000093, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.806939, Class: 0.971093, Obj: 0.686373, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777142, Class: 0.985308, Obj: 0.125662, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.691668, Class: 0.994902, Obj: 0.134438, No Obj: 0.000111, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.723252, Class: 0.984161, Obj: 0.370009, No Obj: 0.000501, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815591, Class: 0.997424, Obj: 0.602803, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664002, Class: 0.997528, Obj: 0.104154, No Obj: 0.000046, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2492: 0.328345, 0.386851 avg loss, 0.001000 rate, 3.901357 seconds, 159488 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925764, Class: 0.999739, Obj: 0.784464, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695086, Class: 0.996535, Obj: 0.130677, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694314, Class: 0.991531, Obj: 0.069544, No Obj: 0.000131, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.675747, Class: 0.998908, Obj: 0.928536, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706628, Class: 0.999757, Obj: 0.038420, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817725, Class: 0.975685, Obj: 0.062609, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790926, Class: 0.995327, Obj: 0.106279, No Obj: 0.000157, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820591, Class: 0.988100, Obj: 0.333238, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672412, Class: 0.998021, Obj: 0.165162, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808175, Class: 0.993953, Obj: 0.114675, No Obj: 0.000058, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.778829, Class: 0.998209, Obj: 0.119128, No Obj: 0.000433, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684621, Class: 0.969117, Obj: 0.261361, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707900, Class: 0.995222, Obj: 0.183460, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.939806, Class: 0.988387, Obj: 0.722802, No Obj: 0.000524, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.734284, Class: 0.994617, Obj: 0.448681, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636222, Class: 0.998332, Obj: 0.215002, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2493: 0.382946, 0.386460 avg loss, 0.001000 rate, 3.911468 seconds, 159552 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680688, Class: 0.996806, Obj: 0.263721, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713535, Class: 0.996774, Obj: 0.014961, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.358003, Class: 0.981604, Obj: 0.027434, No Obj: 0.000010, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824731, Class: 0.997630, Obj: 0.436253, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.788885, Class: 0.998476, Obj: 0.596670, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.779320, Class: 0.995939, Obj: 0.051007, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671756, Class: 0.996126, Obj: 0.025902, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.601120, Class: 0.994052, Obj: 0.010067, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.904870, Class: 0.996887, Obj: 0.328098, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729374, Class: 0.991669, Obj: 0.205194, No Obj: 0.000117, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698895, Class: 0.981866, Obj: 0.029842, No Obj: 0.000237, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.786552, Class: 0.995058, Obj: 0.084951, No Obj: 0.000104, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.806946, Class: 0.941582, Obj: 0.016649, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.671824, Class: 0.982488, Obj: 0.199377, No Obj: 0.000282, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.812909, Class: 0.995910, Obj: 0.122660, No Obj: 0.000120, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745418, Class: 0.987409, Obj: 0.020126, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.618931, Class: 0.997286, Obj: 0.033956, No Obj: 0.000116, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2494: 0.441441, 0.391958 avg loss, 0.001000 rate, 3.905829 seconds, 159616 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832451, Class: 0.996500, Obj: 0.138892, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798295, Class: 0.994374, Obj: 0.471867, No Obj: 0.000281, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.667256, Class: 0.997565, Obj: 0.141031, No Obj: 0.000054, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628032, Class: 0.993021, Obj: 0.014685, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859187, Class: 0.991551, Obj: 0.732814, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736048, Class: 0.996664, Obj: 0.127567, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899261, Class: 0.997159, Obj: 0.535929, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739006, Class: 0.995778, Obj: 0.218876, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.756904, Class: 0.993034, Obj: 0.137745, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.901291, Class: 0.999466, Obj: 0.460005, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761325, Class: 0.995540, Obj: 0.120615, No Obj: 0.000144, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838428, Class: 0.987859, Obj: 0.408044, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.834661, Class: 0.996422, Obj: 0.059948, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687244, Class: 0.999046, Obj: 0.122500, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2495: 0.357463, 0.388509 avg loss, 0.001000 rate, 3.917565 seconds, 159680 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732492, Class: 0.981287, Obj: 0.024130, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649024, Class: 0.998789, Obj: 0.236541, No Obj: 0.000105, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.761241, Class: 0.997617, Obj: 0.368293, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.807150, Class: 0.991875, Obj: 0.298819, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.818269, Class: 0.997379, Obj: 0.231919, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799253, Class: 0.995658, Obj: 0.087091, No Obj: 0.000102, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823412, Class: 0.973888, Obj: 0.070365, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808227, Class: 0.998235, Obj: 0.242251, No Obj: 0.000110, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.748608, Class: 0.965619, Obj: 0.286359, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.846383, Class: 0.978640, Obj: 0.578764, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745248, Class: 0.998476, Obj: 0.451232, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720746, Class: 0.996876, Obj: 0.088273, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711187, Class: 0.994726, Obj: 0.444403, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.534147, Class: 0.991607, Obj: 0.017494, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823552, Class: 0.999376, Obj: 0.934954, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740202, Class: 0.996543, Obj: 0.141778, No Obj: 0.000128, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2496: 0.367455, 0.386403 avg loss, 0.001000 rate, 3.907101 seconds, 159744 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.643023, Class: 0.995279, Obj: 0.347595, No Obj: 0.000366, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.810025, Class: 0.999409, Obj: 0.722462, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663854, Class: 0.995992, Obj: 0.036310, No Obj: 0.000138, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.698980, Class: 0.984806, Obj: 0.123809, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.703767, Class: 0.991644, Obj: 0.028943, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720097, Class: 0.995750, Obj: 0.076294, No Obj: 0.000058, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860005, Class: 0.993746, Obj: 0.422940, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739952, Class: 0.996111, Obj: 0.256663, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876569, Class: 0.961978, Obj: 0.015926, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744439, Class: 0.995816, Obj: 0.003629, No Obj: 0.000016, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819386, Class: 0.999672, Obj: 0.690429, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870676, Class: 0.998330, Obj: 0.287809, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781312, Class: 0.991156, Obj: 0.042212, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.504593, Class: 0.990093, Obj: 0.035414, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797510, Class: 0.996326, Obj: 0.130072, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879590, Class: 0.995709, Obj: 0.019594, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721222, Class: 0.996951, Obj: 0.124627, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2497: 0.464917, 0.394255 avg loss, 0.001000 rate, 3.916296 seconds, 159808 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782303, Class: 0.996499, Obj: 0.565602, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729143, Class: 0.993353, Obj: 0.335544, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766199, Class: 0.997367, Obj: 0.426669, No Obj: 0.000151, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756411, Class: 0.998279, Obj: 0.388378, No Obj: 0.000322, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848313, Class: 0.997483, Obj: 0.637381, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794604, Class: 0.998201, Obj: 0.620032, No Obj: 0.000202, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833969, Class: 0.997708, Obj: 0.319982, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.823169, Class: 0.971827, Obj: 0.013330, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.899075, Class: 0.999751, Obj: 0.718365, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672376, Class: 0.997419, Obj: 0.174202, No Obj: 0.000107, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686162, Class: 0.998133, Obj: 0.173259, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758747, Class: 0.996124, Obj: 0.383718, No Obj: 0.000276, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622057, Class: 0.995441, Obj: 0.005563, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814512, Class: 0.958411, Obj: 0.000888, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851046, Class: 0.997873, Obj: 0.036670, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2498: 0.240916, 0.378921 avg loss, 0.001000 rate, 3.916981 seconds, 159872 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652582, Class: 0.997709, Obj: 0.091312, No Obj: 0.000102, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730654, Class: 0.999308, Obj: 0.128266, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810460, Class: 0.995907, Obj: 0.214016, No Obj: 0.000154, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714962, Class: 0.997190, Obj: 0.154886, No Obj: 0.000112, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690845, Class: 0.983078, Obj: 0.068480, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828990, Class: 0.997743, Obj: 0.298950, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897475, Class: 0.994343, Obj: 0.520543, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757156, Class: 0.997292, Obj: 0.066429, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803994, Class: 0.994374, Obj: 0.437339, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.649036, Class: 0.995266, Obj: 0.084574, No Obj: 0.000109, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2499: 0.412507, 0.382279 avg loss, 0.001000 rate, 3.912004 seconds, 159936 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874295, Class: 0.996877, Obj: 0.197969, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671238, Class: 0.999490, Obj: 0.525653, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.686659, Class: 0.926194, Obj: 0.002868, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721542, Class: 0.985996, Obj: 0.302794, No Obj: 0.000274, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.868214, Class: 0.998798, Obj: 0.504382, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756012, Class: 0.998161, Obj: 0.345073, No Obj: 0.000162, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908017, Class: 0.999009, Obj: 0.847947, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832101, Class: 0.998569, Obj: 0.331196, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582376, Class: 0.997299, Obj: 0.098834, No Obj: 0.000042, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843348, Class: 0.997459, Obj: 0.557599, No Obj: 0.000469, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.759163, Class: 0.998144, Obj: 0.144100, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863009, Class: 0.990920, Obj: 0.523621, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.895687, Class: 0.999176, Obj: 0.809816, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826453, Class: 0.998254, Obj: 0.499107, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.698311, Class: 0.995383, Obj: 0.236779, No Obj: 0.000132, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2500: 0.311141, 0.375166 avg loss, 0.001000 rate, 3.925151 seconds, 160000 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759126, Class: 0.918869, Obj: 0.001160, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.574719, Class: 0.985937, Obj: 0.118502, No Obj: 0.000047, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849645, Class: 0.998666, Obj: 0.946959, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764827, Class: 0.998016, Obj: 0.095037, No Obj: 0.000077, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755691, Class: 0.987966, Obj: 0.675259, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.421511, Class: 0.998704, Obj: 0.040707, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708090, Class: 0.998842, Obj: 0.733178, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666229, Class: 0.995375, Obj: 0.153410, No Obj: 0.000186, .5R: 0.750000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776876, Class: 0.995636, Obj: 0.088238, No Obj: 0.000306, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.540685, Class: 0.995989, Obj: 0.098172, No Obj: 0.000071, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.699099, Class: 0.972643, Obj: 0.148787, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761238, Class: 0.997548, Obj: 0.117481, No Obj: 0.000060, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674951, Class: 0.986533, Obj: 0.222803, No Obj: 0.000233, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.682986, Class: 0.995497, Obj: 0.049219, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654778, Class: 0.988696, Obj: 0.041186, No Obj: 0.000088, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2501: 0.570336, 0.394683 avg loss, 0.001000 rate, 3.712396 seconds, 160064 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830405, Class: 0.999678, Obj: 0.270079, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862131, Class: 0.993283, Obj: 0.437587, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.588045, Class: 0.998685, Obj: 0.203346, No Obj: 0.000107, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692013, Class: 0.997558, Obj: 0.032747, No Obj: 0.000065, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734140, Class: 0.997933, Obj: 0.161579, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713163, Class: 0.996008, Obj: 0.083601, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781902, Class: 0.997573, Obj: 0.115934, No Obj: 0.000074, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800521, Class: 0.992873, Obj: 0.752655, No Obj: 0.000324, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659243, Class: 0.994508, Obj: 0.011612, No Obj: 0.000023, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775194, Class: 0.993705, Obj: 0.481917, No Obj: 0.000387, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707619, Class: 0.995848, Obj: 0.266442, No Obj: 0.000171, .5R: 1.000000, .75R: 0.333333, count: 9 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2502: 0.432126, 0.398427 avg loss, 0.001000 rate, 3.910856 seconds, 160128 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.607008, Class: 0.997842, Obj: 0.303999, No Obj: 0.000381, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.775856, Class: 0.991842, Obj: 0.368525, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.701825, Class: 0.992694, Obj: 0.088948, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.702930, Class: 0.997179, Obj: 0.829572, No Obj: 0.000290, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804543, Class: 0.994970, Obj: 0.146465, No Obj: 0.000047, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689371, Class: 0.996145, Obj: 0.012196, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754531, Class: 0.998164, Obj: 0.181123, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734371, Class: 0.996622, Obj: 0.209621, No Obj: 0.000170, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800967, Class: 0.973916, Obj: 0.107675, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.726865, Class: 0.996660, Obj: 0.165171, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694268, Class: 0.986349, Obj: 0.065901, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.749157, Class: 0.972235, Obj: 0.436073, No Obj: 0.000469, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711941, Class: 0.998184, Obj: 0.107696, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786779, Class: 0.998652, Obj: 0.043834, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2503: 0.380897, 0.396674 avg loss, 0.001000 rate, 3.913545 seconds, 160192 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840933, Class: 0.983052, Obj: 0.030825, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680537, Class: 0.998394, Obj: 0.170390, No Obj: 0.000084, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861179, Class: 0.999688, Obj: 0.672250, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720182, Class: 0.997638, Obj: 0.085840, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881813, Class: 0.997905, Obj: 0.678462, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720278, Class: 0.998978, Obj: 0.054770, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761584, Class: 0.996933, Obj: 0.355127, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729602, Class: 0.996342, Obj: 0.171749, No Obj: 0.000130, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662628, Class: 0.990037, Obj: 0.362969, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858271, Class: 0.999390, Obj: 0.562485, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690299, Class: 0.997985, Obj: 0.294193, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852181, Class: 0.986181, Obj: 0.247821, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712761, Class: 0.996134, Obj: 0.143276, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471701, Class: 0.996063, Obj: 0.021651, No Obj: 0.000040, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2504: 0.348048, 0.391811 avg loss, 0.001000 rate, 3.893854 seconds, 160256 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648915, Class: 0.997476, Obj: 0.026560, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764668, Class: 0.992708, Obj: 0.022902, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760260, Class: 0.996885, Obj: 0.391841, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771992, Class: 0.999503, Obj: 0.000358, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752624, Class: 0.999603, Obj: 0.337990, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630862, Class: 0.995725, Obj: 0.074779, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760425, Class: 0.995042, Obj: 0.229498, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732201, Class: 0.993713, Obj: 0.278650, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832905, Class: 0.994573, Obj: 0.203837, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.764309, Class: 0.997741, Obj: 0.214307, No Obj: 0.000159, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736937, Class: 0.997450, Obj: 0.141231, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2505: 0.282683, 0.380899 avg loss, 0.001000 rate, 3.907739 seconds, 160320 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616122, Class: 0.992332, Obj: 0.570814, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738540, Class: 0.995494, Obj: 0.108596, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646146, Class: 0.997607, Obj: 0.102604, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736191, Class: 0.998697, Obj: 0.124912, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773290, Class: 0.991008, Obj: 0.268551, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.834850, Class: 0.997286, Obj: 0.251509, No Obj: 0.000138, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799837, Class: 0.997423, Obj: 0.077663, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762775, Class: 0.994393, Obj: 0.049724, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.736193, Class: 0.995422, Obj: 0.123034, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749925, Class: 0.996716, Obj: 0.143205, No Obj: 0.000172, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799030, Class: 0.992615, Obj: 0.076259, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799027, Class: 0.998056, Obj: 0.263163, No Obj: 0.000123, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857374, Class: 0.997245, Obj: 0.684874, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767230, Class: 0.996380, Obj: 0.051213, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2506: 0.338732, 0.376682 avg loss, 0.001000 rate, 3.902223 seconds, 160384 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619775, Class: 0.998108, Obj: 0.133820, No Obj: 0.000075, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695105, Class: 0.976387, Obj: 0.045628, No Obj: 0.000136, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.585952, Class: 0.995771, Obj: 0.046106, No Obj: 0.000066, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792611, Class: 0.997929, Obj: 0.249203, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777433, Class: 0.989333, Obj: 0.030075, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748321, Class: 0.995494, Obj: 0.097355, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946020, Class: 0.997561, Obj: 0.459037, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.873366, Class: 0.998482, Obj: 0.212990, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622114, Class: 0.998613, Obj: 0.063081, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675191, Class: 0.987234, Obj: 0.117256, No Obj: 0.000059, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.696766, Class: 0.992551, Obj: 0.002945, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.639131, Class: 0.999908, Obj: 0.026741, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.605547, Class: 0.997309, Obj: 0.345655, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2507: 0.308655, 0.369879 avg loss, 0.001000 rate, 3.922431 seconds, 160448 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838581, Class: 0.999661, Obj: 0.032746, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839822, Class: 0.996778, Obj: 0.240301, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692280, Class: 0.996843, Obj: 0.119756, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804727, Class: 0.991117, Obj: 0.126733, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.646136, Class: 0.990355, Obj: 0.010129, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586074, Class: 0.996990, Obj: 0.313764, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732801, Class: 0.956288, Obj: 0.032402, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792551, Class: 0.997491, Obj: 0.310865, No Obj: 0.000137, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.662279, Class: 0.996617, Obj: 0.044089, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.787965, Class: 0.987550, Obj: 0.331284, No Obj: 0.000157, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.774908, Class: 0.992262, Obj: 0.156256, No Obj: 0.000159, .5R: 0.909091, .75R: 0.545455, count: 11 Region 82 Avg IOU: 0.756807, Class: 0.998640, Obj: 0.022321, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.640015, Class: 0.985259, Obj: 0.000206, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.728311, Class: 0.996535, Obj: 0.123546, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766100, Class: 0.997230, Obj: 0.180867, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2508: 0.385588, 0.371450 avg loss, 0.001000 rate, 3.914751 seconds, 160512 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560130, Class: 0.999393, Obj: 0.029311, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816610, Class: 0.987689, Obj: 0.013619, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739728, Class: 0.998961, Obj: 0.090895, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696388, Class: 0.995961, Obj: 0.106834, No Obj: 0.000141, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859152, Class: 0.997471, Obj: 0.372469, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782919, Class: 0.997337, Obj: 0.249238, No Obj: 0.000164, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812927, Class: 0.992027, Obj: 0.305945, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586658, Class: 0.993791, Obj: 0.078340, No Obj: 0.000059, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777148, Class: 0.997102, Obj: 0.360794, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792700, Class: 0.997056, Obj: 0.141274, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815607, Class: 0.993761, Obj: 0.358055, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849879, Class: 0.997039, Obj: 0.099488, No Obj: 0.000097, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759290, Class: 0.998479, Obj: 0.401027, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2509: 0.376467, 0.371952 avg loss, 0.001000 rate, 3.917052 seconds, 160576 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741806, Class: 0.996036, Obj: 0.159128, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829212, Class: 0.999020, Obj: 0.482421, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850218, Class: 0.998266, Obj: 0.012421, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829832, Class: 0.998937, Obj: 0.606752, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.803468, Class: 0.996780, Obj: 0.149459, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833907, Class: 0.996711, Obj: 0.403683, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659607, Class: 0.998776, Obj: 0.220280, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587130, Class: 0.989425, Obj: 0.173135, No Obj: 0.000095, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000297, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818946, Class: 0.995759, Obj: 0.627212, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728063, Class: 0.995198, Obj: 0.127074, No Obj: 0.000078, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674242, Class: 0.996584, Obj: 0.071439, No Obj: 0.000121, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2510: 0.351494, 0.369906 avg loss, 0.001000 rate, 3.923760 seconds, 160640 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728716, Class: 0.994223, Obj: 0.063255, No Obj: 0.000122, .5R: 0.909091, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698573, Class: 0.989280, Obj: 0.122952, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760912, Class: 0.999264, Obj: 0.351945, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.544776, Class: 0.984505, Obj: 0.073394, No Obj: 0.000092, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664474, Class: 0.998625, Obj: 0.188994, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.680750, Class: 0.992841, Obj: 0.044016, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.835766, Class: 0.997619, Obj: 0.108420, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701121, Class: 0.994957, Obj: 0.022643, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763465, Class: 0.992921, Obj: 0.646551, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808154, Class: 0.999134, Obj: 0.276359, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713865, Class: 0.998621, Obj: 0.141490, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.766308, Class: 0.996090, Obj: 0.117300, No Obj: 0.000150, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819682, Class: 0.994878, Obj: 0.060187, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.693796, Class: 0.999660, Obj: 0.182872, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2511: 0.407298, 0.373645 avg loss, 0.001000 rate, 3.909100 seconds, 160704 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762691, Class: 0.996306, Obj: 0.349907, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833778, Class: 0.994455, Obj: 0.036683, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798328, Class: 0.997880, Obj: 0.170267, No Obj: 0.000116, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.817994, Class: 0.999218, Obj: 0.524205, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537074, Class: 0.997727, Obj: 0.030865, No Obj: 0.000070, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805520, Class: 0.999756, Obj: 0.288139, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.608560, Class: 0.992665, Obj: 0.043905, No Obj: 0.000075, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739859, Class: 0.992295, Obj: 0.062907, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780026, Class: 0.996063, Obj: 0.126803, No Obj: 0.000152, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889832, Class: 0.990733, Obj: 0.262492, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738028, Class: 0.996922, Obj: 0.356019, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742969, Class: 0.997011, Obj: 0.622481, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765641, Class: 0.997373, Obj: 0.328480, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2512: 0.374366, 0.373717 avg loss, 0.001000 rate, 3.921326 seconds, 160768 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.661418, Class: 0.998912, Obj: 0.714964, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811900, Class: 0.999822, Obj: 0.392834, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.595584, Class: 0.996943, Obj: 0.123097, No Obj: 0.000066, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825177, Class: 0.996257, Obj: 0.120987, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612590, Class: 0.992264, Obj: 0.059160, No Obj: 0.000030, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756962, Class: 0.995182, Obj: 0.477512, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.837772, Class: 0.989403, Obj: 0.027303, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.827560, Class: 0.994176, Obj: 0.046229, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.774048, Class: 0.999808, Obj: 0.123037, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718351, Class: 0.996549, Obj: 0.087665, No Obj: 0.000135, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842612, Class: 0.994820, Obj: 0.496134, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713812, Class: 0.997740, Obj: 0.312192, No Obj: 0.000185, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753591, Class: 0.991022, Obj: 0.023042, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.692080, Class: 0.970797, Obj: 0.001264, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.813736, Class: 0.999135, Obj: 0.068590, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794869, Class: 0.992502, Obj: 0.028324, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.555851, Class: 0.996183, Obj: 0.000464, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696071, Class: 0.996150, Obj: 0.146327, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2513: 0.433593, 0.379705 avg loss, 0.001000 rate, 3.909192 seconds, 160832 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737290, Class: 0.999851, Obj: 0.870169, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807461, Class: 0.997899, Obj: 0.194780, No Obj: 0.000146, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608824, Class: 0.997111, Obj: 0.063594, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788614, Class: 0.996523, Obj: 0.150240, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614463, Class: 0.997884, Obj: 0.103930, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725324, Class: 0.985247, Obj: 0.184702, No Obj: 0.000222, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.754650, Class: 0.996398, Obj: 0.109222, No Obj: 0.000156, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886409, Class: 0.989663, Obj: 0.096859, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729418, Class: 0.994968, Obj: 0.243896, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756018, Class: 0.997192, Obj: 0.380623, No Obj: 0.000281, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.863833, Class: 0.994558, Obj: 0.256719, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719607, Class: 0.985121, Obj: 0.001224, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.805066, Class: 0.998907, Obj: 0.266748, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686002, Class: 0.986032, Obj: 0.016548, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749255, Class: 0.996315, Obj: 0.148493, No Obj: 0.000129, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2514: 0.446197, 0.386354 avg loss, 0.001000 rate, 3.921895 seconds, 160896 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861719, Class: 0.987029, Obj: 0.131829, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.623552, Class: 0.997434, Obj: 0.192344, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706915, Class: 0.998073, Obj: 0.253843, No Obj: 0.000145, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755675, Class: 0.992715, Obj: 0.005459, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768109, Class: 0.997038, Obj: 0.226961, No Obj: 0.000215, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708369, Class: 0.997930, Obj: 0.282394, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.801322, Class: 0.997763, Obj: 0.183134, No Obj: 0.000159, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729553, Class: 0.998042, Obj: 0.177345, No Obj: 0.000146, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.685969, Class: 0.992380, Obj: 0.080463, No Obj: 0.000137, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812101, Class: 0.990682, Obj: 0.518242, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745655, Class: 0.997196, Obj: 0.104075, No Obj: 0.000121, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806730, Class: 0.999557, Obj: 0.374648, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739412, Class: 0.993422, Obj: 0.212175, No Obj: 0.000204, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851620, Class: 0.999454, Obj: 0.111407, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797901, Class: 0.998191, Obj: 0.283248, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2515: 0.430862, 0.390805 avg loss, 0.001000 rate, 3.923448 seconds, 160960 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766287, Class: 0.997805, Obj: 0.621499, No Obj: 0.000427, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.813045, Class: 0.994594, Obj: 0.044913, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682452, Class: 0.996341, Obj: 0.240082, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864852, Class: 0.996731, Obj: 0.508745, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794331, Class: 0.996374, Obj: 0.004704, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732588, Class: 0.999466, Obj: 0.041780, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757500, Class: 0.997687, Obj: 0.233697, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767022, Class: 0.993423, Obj: 0.468315, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590474, Class: 0.988023, Obj: 0.051275, No Obj: 0.000136, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836478, Class: 0.991617, Obj: 0.422709, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.811755, Class: 0.997109, Obj: 0.175732, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735434, Class: 0.986660, Obj: 0.326665, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735934, Class: 0.994452, Obj: 0.072742, No Obj: 0.000101, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777158, Class: 0.996088, Obj: 0.157061, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2516: 0.459488, 0.397673 avg loss, 0.001000 rate, 3.918140 seconds, 161024 images Loaded: 0.000076 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785088, Class: 0.991252, Obj: 0.094265, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772904, Class: 0.992195, Obj: 0.180913, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632357, Class: 0.992833, Obj: 0.418808, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785593, Class: 0.999441, Obj: 0.210691, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829474, Class: 0.995517, Obj: 0.502290, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797203, Class: 0.998184, Obj: 0.168657, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789409, Class: 0.999488, Obj: 0.321040, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779728, Class: 0.996356, Obj: 0.152071, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.760904, Class: 0.961025, Obj: 0.358264, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731947, Class: 0.924606, Obj: 0.000006, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827309, Class: 0.996969, Obj: 0.070147, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906021, Class: 0.996559, Obj: 0.490054, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772171, Class: 0.950044, Obj: 0.069579, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819214, Class: 0.998739, Obj: 0.097556, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2517: 0.256128, 0.383519 avg loss, 0.001000 rate, 3.915724 seconds, 161088 images Loaded: 0.000028 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770953, Class: 0.995889, Obj: 0.270214, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729447, Class: 0.996432, Obj: 0.156336, No Obj: 0.000143, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864141, Class: 0.995860, Obj: 0.828076, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697423, Class: 0.995542, Obj: 0.002374, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.746392, Class: 0.998253, Obj: 0.324190, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.656966, Class: 0.994914, Obj: 0.243974, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.739962, Class: 0.998423, Obj: 0.118609, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843206, Class: 0.985268, Obj: 0.554044, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721824, Class: 0.999715, Obj: 0.512440, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.791109, Class: 0.983312, Obj: 0.015601, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758650, Class: 0.997563, Obj: 0.056741, No Obj: 0.000088, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.701542, Class: 0.998755, Obj: 0.254697, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738931, Class: 0.982129, Obj: 0.135349, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821876, Class: 0.998851, Obj: 0.411831, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811247, Class: 0.975321, Obj: 0.012113, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.826290, Class: 0.997737, Obj: 0.132714, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2518: 0.335498, 0.378717 avg loss, 0.001000 rate, 3.903294 seconds, 161152 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645704, Class: 0.997288, Obj: 0.018909, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777200, Class: 0.995778, Obj: 0.501009, No Obj: 0.000424, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.773278, Class: 0.996100, Obj: 0.199643, No Obj: 0.000120, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627543, Class: 0.998661, Obj: 0.521837, No Obj: 0.000297, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.681527, Class: 0.999205, Obj: 0.060266, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697883, Class: 0.997878, Obj: 0.035390, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787112, Class: 0.997887, Obj: 0.061924, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809457, Class: 0.995858, Obj: 0.145642, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777302, Class: 0.998268, Obj: 0.283396, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664854, Class: 0.998600, Obj: 0.371218, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2519: 0.257750, 0.366620 avg loss, 0.001000 rate, 3.904465 seconds, 161216 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.874597, Class: 0.993051, Obj: 0.036083, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756087, Class: 0.999755, Obj: 0.870954, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837637, Class: 0.997722, Obj: 0.104834, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847033, Class: 0.998317, Obj: 0.127648, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826502, Class: 0.998374, Obj: 0.193481, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698584, Class: 0.997600, Obj: 0.201540, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.756337, Class: 0.997129, Obj: 0.063532, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728403, Class: 0.996828, Obj: 0.061492, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.781254, Class: 0.993193, Obj: 0.411978, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.816635, Class: 0.999973, Obj: 0.621014, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783751, Class: 0.998170, Obj: 0.076620, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708513, Class: 0.990152, Obj: 0.621007, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783923, Class: 0.998397, Obj: 0.200024, No Obj: 0.000159, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701501, Class: 0.998679, Obj: 0.044643, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2520: 0.323196, 0.362278 avg loss, 0.001000 rate, 3.921070 seconds, 161280 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.768334, Class: 0.985692, Obj: 0.046801, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721720, Class: 0.994376, Obj: 0.158478, No Obj: 0.000087, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.712126, Class: 0.995816, Obj: 0.394130, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715143, Class: 0.997917, Obj: 0.211406, No Obj: 0.000087, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839529, Class: 0.991864, Obj: 0.388600, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.710795, Class: 0.998700, Obj: 0.185609, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832234, Class: 0.988081, Obj: 0.088163, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.710391, Class: 0.996823, Obj: 0.087618, No Obj: 0.000080, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666232, Class: 0.998340, Obj: 0.226703, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880247, Class: 0.998570, Obj: 0.316216, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.827567, Class: 0.998014, Obj: 0.563155, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698644, Class: 0.992511, Obj: 0.178262, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.470205, Class: 0.998814, Obj: 0.064225, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790101, Class: 0.995690, Obj: 0.749309, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698222, Class: 0.997411, Obj: 0.200703, No Obj: 0.000100, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2521: 0.403199, 0.366370 avg loss, 0.001000 rate, 3.915493 seconds, 161344 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732608, Class: 0.993227, Obj: 0.002565, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659505, Class: 0.998354, Obj: 0.077548, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758117, Class: 0.996811, Obj: 0.629747, No Obj: 0.000216, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812891, Class: 0.997755, Obj: 0.036890, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873900, Class: 0.997217, Obj: 0.556507, No Obj: 0.000338, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737470, Class: 0.993180, Obj: 0.148049, No Obj: 0.000116, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633463, Class: 0.999356, Obj: 0.544918, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779945, Class: 0.997012, Obj: 0.348943, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751390, Class: 0.996310, Obj: 0.036784, No Obj: 0.000078, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.639927, Class: 0.998618, Obj: 0.336071, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.796069, Class: 0.988328, Obj: 0.091526, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788933, Class: 0.996701, Obj: 0.125180, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.671946, Class: 0.993108, Obj: 0.004275, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.883919, Class: 0.998206, Obj: 0.077732, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726219, Class: 0.991471, Obj: 0.148375, No Obj: 0.000145, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2522: 0.367656, 0.366498 avg loss, 0.001000 rate, 3.900151 seconds, 161408 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796721, Class: 0.997864, Obj: 0.823587, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724938, Class: 0.996987, Obj: 0.056890, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747499, Class: 0.986169, Obj: 0.241227, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762693, Class: 0.994135, Obj: 0.056019, No Obj: 0.000103, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746249, Class: 0.997859, Obj: 0.272545, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814411, Class: 0.989135, Obj: 0.146368, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.634368, Class: 0.997354, Obj: 0.042357, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668470, Class: 0.977894, Obj: 0.175353, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763564, Class: 0.998091, Obj: 0.243713, No Obj: 0.000146, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806215, Class: 0.999741, Obj: 0.646934, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782816, Class: 0.996817, Obj: 0.297192, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664344, Class: 0.998765, Obj: 0.186745, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735594, Class: 0.996248, Obj: 0.218442, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2523: 0.329777, 0.362826 avg loss, 0.001000 rate, 3.923256 seconds, 161472 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897298, Class: 0.993697, Obj: 0.362994, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.645767, Class: 0.996888, Obj: 0.031439, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.782399, Class: 0.998688, Obj: 0.712736, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752929, Class: 0.997545, Obj: 0.196562, No Obj: 0.000153, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.736178, Class: 0.985239, Obj: 0.097970, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.786074, Class: 0.998161, Obj: 0.507200, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.757185, Class: 0.997483, Obj: 0.200174, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.676775, Class: 0.997384, Obj: 0.513360, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793722, Class: 0.987229, Obj: 0.065054, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763168, Class: 0.998116, Obj: 0.180272, No Obj: 0.000119, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802132, Class: 0.997925, Obj: 0.527162, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770771, Class: 0.996544, Obj: 0.221813, No Obj: 0.000183, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787651, Class: 0.999401, Obj: 0.272485, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649341, Class: 0.998093, Obj: 0.201378, No Obj: 0.000109, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805780, Class: 0.991272, Obj: 0.490614, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801980, Class: 0.996971, Obj: 0.216127, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833406, Class: 0.999578, Obj: 0.907250, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.876319, Class: 0.998938, Obj: 0.321748, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2524: 0.432193, 0.369763 avg loss, 0.001000 rate, 3.921852 seconds, 161536 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696714, Class: 0.997854, Obj: 0.293367, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806102, Class: 0.995983, Obj: 0.882770, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771270, Class: 0.998630, Obj: 0.209436, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795311, Class: 0.999751, Obj: 0.302480, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688068, Class: 0.999552, Obj: 0.216812, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.658071, Class: 0.994623, Obj: 0.149180, No Obj: 0.000142, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773175, Class: 0.981870, Obj: 0.012254, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.679344, Class: 0.998683, Obj: 0.074935, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.661936, Class: 0.984113, Obj: 0.076584, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736572, Class: 0.998710, Obj: 0.077734, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888136, Class: 0.996042, Obj: 0.325498, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838558, Class: 0.995912, Obj: 0.203763, No Obj: 0.000170, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653026, Class: 0.999657, Obj: 0.301838, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2525: 0.327710, 0.365558 avg loss, 0.001000 rate, 3.909833 seconds, 161600 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893539, Class: 0.979813, Obj: 0.006847, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750484, Class: 0.995479, Obj: 0.146819, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796105, Class: 0.998218, Obj: 0.909758, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709992, Class: 0.992387, Obj: 0.100774, No Obj: 0.000150, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754289, Class: 0.996334, Obj: 0.038714, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.666472, Class: 0.948041, Obj: 0.011737, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758714, Class: 0.989552, Obj: 0.554140, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860429, Class: 0.995360, Obj: 0.079175, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748965, Class: 0.998375, Obj: 0.250499, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785238, Class: 0.997768, Obj: 0.590753, No Obj: 0.000408, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751251, Class: 0.997761, Obj: 0.028054, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838152, Class: 0.995965, Obj: 0.325514, No Obj: 0.000233, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789703, Class: 0.996718, Obj: 0.122792, No Obj: 0.000127, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2526: 0.370010, 0.366003 avg loss, 0.001000 rate, 3.921880 seconds, 161664 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.837309, Class: 0.995899, Obj: 0.125052, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777949, Class: 0.992942, Obj: 0.215001, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655582, Class: 0.953448, Obj: 0.002621, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720984, Class: 0.998925, Obj: 0.025455, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786776, Class: 0.999278, Obj: 0.891221, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708425, Class: 0.997340, Obj: 0.120307, No Obj: 0.000129, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728970, Class: 0.999454, Obj: 0.313528, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875543, Class: 0.991469, Obj: 0.061554, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783650, Class: 0.997140, Obj: 0.503619, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.478014, Class: 0.996311, Obj: 0.231399, No Obj: 0.000106, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612237, Class: 0.996251, Obj: 0.291482, No Obj: 0.000144, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794841, Class: 0.979985, Obj: 0.061515, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716158, Class: 0.998001, Obj: 0.398271, No Obj: 0.000159, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2527: 0.336193, 0.363022 avg loss, 0.001000 rate, 3.908951 seconds, 161728 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778198, Class: 0.978841, Obj: 0.009626, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846551, Class: 0.996142, Obj: 0.043217, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784811, Class: 0.988000, Obj: 0.339712, No Obj: 0.000317, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.714030, Class: 0.995701, Obj: 0.115740, No Obj: 0.000120, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708518, Class: 0.994832, Obj: 0.443319, No Obj: 0.000395, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725280, Class: 0.995286, Obj: 0.181659, No Obj: 0.000223, .5R: 0.916667, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828168, Class: 0.996003, Obj: 0.108391, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788292, Class: 0.998742, Obj: 0.257001, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.613018, Class: 0.957316, Obj: 0.010601, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611752, Class: 0.991849, Obj: 0.153173, No Obj: 0.000153, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847134, Class: 0.997020, Obj: 0.327327, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.482049, Class: 0.994709, Obj: 0.000711, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803649, Class: 0.997188, Obj: 0.219170, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2528: 0.471876, 0.373907 avg loss, 0.001000 rate, 3.917034 seconds, 161792 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782330, Class: 0.997270, Obj: 0.161632, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652490, Class: 0.996330, Obj: 0.031261, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711995, Class: 0.997701, Obj: 0.298011, No Obj: 0.000155, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698169, Class: 0.998282, Obj: 0.307473, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805319, Class: 0.989149, Obj: 0.107939, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792047, Class: 0.996858, Obj: 0.278219, No Obj: 0.000200, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860143, Class: 0.989610, Obj: 0.015464, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.876291, Class: 0.996899, Obj: 0.646142, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860517, Class: 0.968421, Obj: 0.000865, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704347, Class: 0.996582, Obj: 0.253273, No Obj: 0.000152, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.848183, Class: 0.997968, Obj: 0.903045, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659363, Class: 0.996723, Obj: 0.379395, No Obj: 0.000130, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.826628, Class: 0.998982, Obj: 0.711213, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.793717, Class: 0.985991, Obj: 0.229613, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847708, Class: 0.998355, Obj: 0.590877, No Obj: 0.000172, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2529: 0.305101, 0.367027 avg loss, 0.001000 rate, 3.909690 seconds, 161856 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832010, Class: 0.998607, Obj: 0.402245, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804710, Class: 0.991582, Obj: 0.170205, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669971, Class: 0.996765, Obj: 0.202111, No Obj: 0.000119, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684246, Class: 0.998170, Obj: 0.288335, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757813, Class: 0.996726, Obj: 0.246968, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735701, Class: 0.991675, Obj: 0.317663, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.745579, Class: 0.996877, Obj: 0.254724, No Obj: 0.000113, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750210, Class: 0.994496, Obj: 0.181451, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751708, Class: 0.998702, Obj: 0.799033, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709665, Class: 0.998002, Obj: 0.081397, No Obj: 0.000103, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597398, Class: 0.997399, Obj: 0.335273, No Obj: 0.000123, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.816849, Class: 0.997653, Obj: 0.329956, No Obj: 0.000409, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689352, Class: 0.994673, Obj: 0.051972, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2530: 0.392753, 0.369599 avg loss, 0.001000 rate, 3.915101 seconds, 161920 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846237, Class: 0.994137, Obj: 0.635526, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.609867, Class: 0.995957, Obj: 0.240706, No Obj: 0.000133, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745978, Class: 0.995615, Obj: 0.351716, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696211, Class: 0.992046, Obj: 0.219473, No Obj: 0.000211, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.717256, Class: 0.997886, Obj: 0.386591, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.911206, Class: 0.996098, Obj: 0.250404, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791825, Class: 0.996223, Obj: 0.084076, No Obj: 0.000157, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779750, Class: 0.999558, Obj: 0.771481, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829654, Class: 0.998614, Obj: 0.557846, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.747333, Class: 0.960344, Obj: 0.000287, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.847556, Class: 0.987978, Obj: 0.046295, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725334, Class: 0.991047, Obj: 0.047952, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.775010, Class: 0.998742, Obj: 0.112250, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2531: 0.283390, 0.360978 avg loss, 0.001000 rate, 3.927583 seconds, 161984 images Loaded: 0.000083 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777585, Class: 0.998017, Obj: 0.088568, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.831856, Class: 0.997375, Obj: 0.327696, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735874, Class: 0.997218, Obj: 0.056203, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843809, Class: 0.996458, Obj: 0.375714, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.647549, Class: 0.996296, Obj: 0.150796, No Obj: 0.000182, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812430, Class: 0.991468, Obj: 0.490809, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.785246, Class: 0.996836, Obj: 0.084313, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868807, Class: 0.995932, Obj: 0.565969, No Obj: 0.000338, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723837, Class: 0.995018, Obj: 0.088888, No Obj: 0.000091, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916903, Class: 0.999943, Obj: 0.596351, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.494786, Class: 0.994858, Obj: 0.002834, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802801, Class: 0.992026, Obj: 0.002658, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767213, Class: 0.997945, Obj: 0.324637, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.826070, Class: 0.997090, Obj: 0.016522, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.677016, Class: 0.993431, Obj: 0.478176, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708213, Class: 0.996422, Obj: 0.019424, No Obj: 0.000091, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2532: 0.448534, 0.369734 avg loss, 0.001000 rate, 3.928481 seconds, 162048 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721346, Class: 0.994389, Obj: 0.180518, No Obj: 0.000081, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.741322, Class: 0.998168, Obj: 0.086479, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739505, Class: 0.991820, Obj: 0.071519, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807296, Class: 0.997868, Obj: 0.327684, No Obj: 0.000179, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772534, Class: 0.993387, Obj: 0.516925, No Obj: 0.000226, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.845749, Class: 0.998448, Obj: 0.149008, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839978, Class: 0.989301, Obj: 0.017277, No Obj: 0.000278, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.777087, Class: 0.997366, Obj: 0.369034, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661899, Class: 0.997180, Obj: 0.117469, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759242, Class: 0.997763, Obj: 0.119920, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.906531, Class: 0.997276, Obj: 0.235208, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795329, Class: 0.996309, Obj: 0.172906, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.823851, Class: 0.997661, Obj: 0.106266, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883636, Class: 0.997858, Obj: 0.344302, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698696, Class: 0.995980, Obj: 0.261164, No Obj: 0.000191, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2533: 0.471047, 0.379865 avg loss, 0.001000 rate, 3.918574 seconds, 162112 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840718, Class: 0.998275, Obj: 0.578712, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753772, Class: 0.994634, Obj: 0.138019, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796226, Class: 0.992095, Obj: 0.046478, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.750852, Class: 0.995352, Obj: 0.151283, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853615, Class: 0.999693, Obj: 0.446059, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633822, Class: 0.999260, Obj: 0.123141, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934315, Class: 0.984359, Obj: 0.278446, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.906531, Class: 0.998683, Obj: 0.409500, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829979, Class: 0.999629, Obj: 0.237720, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762829, Class: 0.995403, Obj: 0.118827, No Obj: 0.000142, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791138, Class: 0.975815, Obj: 0.020128, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689552, Class: 0.997120, Obj: 0.338242, No Obj: 0.000157, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674605, Class: 0.998162, Obj: 0.301133, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852985, Class: 0.986539, Obj: 0.154385, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707857, Class: 0.995597, Obj: 0.235888, No Obj: 0.000156, .5R: 0.666667, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2534: 0.398664, 0.381745 avg loss, 0.001000 rate, 3.911246 seconds, 162176 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.692946, Class: 0.947585, Obj: 0.318952, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.884238, Class: 0.999602, Obj: 0.523646, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.707875, Class: 0.994960, Obj: 0.077763, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567591, Class: 0.998754, Obj: 0.144549, No Obj: 0.000027, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779405, Class: 0.997702, Obj: 0.832744, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738594, Class: 0.996063, Obj: 0.099129, No Obj: 0.000085, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636945, Class: 0.992909, Obj: 0.039508, No Obj: 0.000102, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774818, Class: 0.998694, Obj: 0.366505, No Obj: 0.000131, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679440, Class: 0.998757, Obj: 0.251198, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716423, Class: 0.996359, Obj: 0.195058, No Obj: 0.000129, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777228, Class: 0.997322, Obj: 0.075007, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756789, Class: 0.997299, Obj: 0.312258, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763242, Class: 0.979403, Obj: 0.149439, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.669092, Class: 0.996593, Obj: 0.142021, No Obj: 0.000150, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2535: 0.493840, 0.392955 avg loss, 0.001000 rate, 3.925697 seconds, 162240 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.655908, Class: 0.999182, Obj: 0.462445, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870054, Class: 0.999111, Obj: 0.828413, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662919, Class: 0.994887, Obj: 0.111889, No Obj: 0.000136, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755900, Class: 0.998754, Obj: 0.353093, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923197, Class: 0.999736, Obj: 0.899386, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704117, Class: 0.998872, Obj: 0.103756, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738407, Class: 0.888057, Obj: 0.333509, No Obj: 0.000306, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.698241, Class: 0.996107, Obj: 0.221771, No Obj: 0.000166, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703510, Class: 0.991392, Obj: 0.871322, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748629, Class: 0.998467, Obj: 0.273839, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885716, Class: 0.999606, Obj: 0.589940, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698576, Class: 0.997128, Obj: 0.157626, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671025, Class: 0.995884, Obj: 0.322956, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.888038, Class: 0.998728, Obj: 0.464697, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.859402, Class: 0.986359, Obj: 0.734065, No Obj: 0.000371, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786797, Class: 0.998622, Obj: 0.189796, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2536: 0.381495, 0.391809 avg loss, 0.001000 rate, 3.911703 seconds, 162304 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921569, Class: 0.992186, Obj: 0.016139, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797665, Class: 0.996907, Obj: 0.268740, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679344, Class: 0.994696, Obj: 0.005293, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790655, Class: 0.996021, Obj: 0.082363, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835613, Class: 0.996930, Obj: 0.243564, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747908, Class: 0.997701, Obj: 0.081118, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830503, Class: 0.999592, Obj: 0.165067, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883478, Class: 0.998011, Obj: 0.180550, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.551051, Class: 0.971752, Obj: 0.003976, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.714030, Class: 0.988693, Obj: 0.296828, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.739363, Class: 0.997633, Obj: 0.013003, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733541, Class: 0.998711, Obj: 0.109513, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720359, Class: 0.990686, Obj: 0.832568, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761416, Class: 0.997787, Obj: 0.024883, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2537: 0.237776, 0.376406 avg loss, 0.001000 rate, 3.919929 seconds, 162368 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622704, Class: 0.998754, Obj: 0.012752, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699562, Class: 0.997296, Obj: 0.354168, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.663315, Class: 0.986425, Obj: 0.001256, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730211, Class: 0.998128, Obj: 0.177364, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795665, Class: 0.988162, Obj: 0.092863, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735277, Class: 0.996955, Obj: 0.359206, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.634278, Class: 0.957002, Obj: 0.349893, No Obj: 0.000548, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.889397, Class: 0.998732, Obj: 0.462951, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655577, Class: 0.996532, Obj: 0.099839, No Obj: 0.000133, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905614, Class: 0.999598, Obj: 0.347248, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812032, Class: 0.997211, Obj: 0.195126, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829763, Class: 0.997872, Obj: 0.024086, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.680227, Class: 0.993653, Obj: 0.055246, No Obj: 0.000091, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.771251, Class: 0.990259, Obj: 0.845648, No Obj: 0.000346, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.748513, Class: 0.997442, Obj: 0.323842, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688494, Class: 0.999316, Obj: 0.335393, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2538: 0.355030, 0.374268 avg loss, 0.001000 rate, 3.913582 seconds, 162432 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737882, Class: 0.938080, Obj: 0.002357, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708634, Class: 0.995436, Obj: 0.097626, No Obj: 0.000115, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.547443, Class: 0.967722, Obj: 0.000408, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735855, Class: 0.998502, Obj: 0.242097, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810234, Class: 0.997974, Obj: 0.279347, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777919, Class: 0.996067, Obj: 0.107316, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.634468, Class: 0.999432, Obj: 0.308053, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783082, Class: 0.979086, Obj: 0.004671, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796718, Class: 0.994851, Obj: 0.104835, No Obj: 0.000157, .5R: 0.888889, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763871, Class: 0.998507, Obj: 0.044162, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747308, Class: 0.999563, Obj: 0.085538, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.743382, Class: 0.999168, Obj: 0.349236, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772831, Class: 0.997913, Obj: 0.303717, No Obj: 0.000205, .5R: 1.000000, .75R: 0.666667, count: 9 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2539: 0.432474, 0.380089 avg loss, 0.001000 rate, 3.901338 seconds, 162496 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769586, Class: 0.975360, Obj: 0.015827, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739712, Class: 0.996991, Obj: 0.015929, No Obj: 0.000057, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871982, Class: 0.999694, Obj: 0.649492, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716951, Class: 0.995281, Obj: 0.073060, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792792, Class: 0.998200, Obj: 0.148793, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798165, Class: 0.997584, Obj: 0.225643, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.665641, Class: 0.997570, Obj: 0.432331, No Obj: 0.000434, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.841732, Class: 0.987806, Obj: 0.262569, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.620053, Class: 0.992878, Obj: 0.090898, No Obj: 0.000082, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708775, Class: 0.997902, Obj: 0.437426, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.794665, Class: 0.998620, Obj: 0.148102, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708693, Class: 0.998418, Obj: 0.117195, No Obj: 0.000109, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757096, Class: 0.998143, Obj: 0.155104, No Obj: 0.000171, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686801, Class: 0.996770, Obj: 0.086330, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783688, Class: 0.997507, Obj: 0.180602, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2540: 0.459423, 0.388022 avg loss, 0.001000 rate, 3.922298 seconds, 162560 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665471, Class: 0.994980, Obj: 0.068477, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.774292, Class: 0.994323, Obj: 0.091196, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.880454, Class: 0.995778, Obj: 0.240759, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.789008, Class: 0.994430, Obj: 0.043761, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.938304, Class: 0.995314, Obj: 0.576765, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728048, Class: 0.995489, Obj: 0.112861, No Obj: 0.000086, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781360, Class: 0.996698, Obj: 0.577831, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810228, Class: 0.999975, Obj: 0.095308, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769278, Class: 0.991738, Obj: 0.174523, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.825209, Class: 0.997642, Obj: 0.010448, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755184, Class: 0.997302, Obj: 0.401704, No Obj: 0.000330, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.762111, Class: 0.995877, Obj: 0.148104, No Obj: 0.000153, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675716, Class: 0.983510, Obj: 0.246847, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847929, Class: 0.997428, Obj: 0.372006, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785506, Class: 0.997708, Obj: 0.579443, No Obj: 0.000304, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.756673, Class: 0.998841, Obj: 0.100781, No Obj: 0.000155, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2541: 0.387925, 0.388012 avg loss, 0.001000 rate, 3.906581 seconds, 162624 images Loaded: 0.000054 seconds Region 82 Avg IOU: 0.749849, Class: 0.942864, Obj: 0.023418, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.500658, Class: 0.920088, Obj: 0.000118, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681477, Class: 0.997385, Obj: 0.144815, No Obj: 0.000141, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.493389, Class: 0.993488, Obj: 0.179260, No Obj: 0.000144, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844431, Class: 0.997884, Obj: 0.157071, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818853, Class: 0.989562, Obj: 0.087517, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758951, Class: 0.995263, Obj: 0.119378, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713676, Class: 0.994879, Obj: 0.135217, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808316, Class: 0.996105, Obj: 0.210360, No Obj: 0.000177, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763548, Class: 0.997962, Obj: 0.246780, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713150, Class: 0.987269, Obj: 0.073219, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793040, Class: 0.998629, Obj: 0.237166, No Obj: 0.000116, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874256, Class: 0.998777, Obj: 0.737673, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797870, Class: 0.998729, Obj: 0.257647, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2542: 0.463151, 0.395526 avg loss, 0.001000 rate, 3.921933 seconds, 162688 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532335, Class: 0.999282, Obj: 0.135327, No Obj: 0.000091, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.690584, Class: 0.994501, Obj: 0.098484, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732050, Class: 0.994538, Obj: 0.024962, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684986, Class: 0.998386, Obj: 0.318307, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768561, Class: 0.993597, Obj: 0.184824, No Obj: 0.000357, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.697682, Class: 0.997545, Obj: 0.200643, No Obj: 0.000161, .5R: 1.000000, .75R: 0.111111, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801116, Class: 0.996829, Obj: 0.184680, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.801332, Class: 0.998690, Obj: 0.383955, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764888, Class: 0.997354, Obj: 0.365777, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761986, Class: 0.997388, Obj: 0.159247, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792759, Class: 0.997795, Obj: 0.238375, No Obj: 0.000172, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851278, Class: 0.989445, Obj: 0.221248, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813568, Class: 0.997251, Obj: 0.204271, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2543: 0.453213, 0.401295 avg loss, 0.001000 rate, 3.904127 seconds, 162752 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840250, Class: 0.998299, Obj: 0.316507, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.694857, Class: 0.998652, Obj: 0.149924, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915330, Class: 0.994990, Obj: 0.384774, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767013, Class: 0.998636, Obj: 0.183112, No Obj: 0.000156, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843174, Class: 0.998672, Obj: 0.046554, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695457, Class: 0.998964, Obj: 0.298572, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675119, Class: 0.998563, Obj: 0.115343, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.587647, Class: 0.979655, Obj: 0.028484, No Obj: 0.000097, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.851925, Class: 0.993279, Obj: 0.096065, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.613352, Class: 0.989496, Obj: 0.193084, No Obj: 0.000189, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797186, Class: 0.992578, Obj: 0.275355, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780657, Class: 0.996926, Obj: 0.218255, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887154, Class: 0.997629, Obj: 0.389464, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672866, Class: 0.986304, Obj: 0.052507, No Obj: 0.000124, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740256, Class: 0.996557, Obj: 0.060353, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2544: 0.563740, 0.417539 avg loss, 0.001000 rate, 3.923624 seconds, 162816 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752090, Class: 0.995268, Obj: 0.197466, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767417, Class: 0.998137, Obj: 0.151985, No Obj: 0.000166, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705564, Class: 0.987487, Obj: 0.001007, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.674779, Class: 0.984347, Obj: 0.444988, No Obj: 0.000618, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.827408, Class: 0.999881, Obj: 0.907604, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779036, Class: 0.987906, Obj: 0.069698, No Obj: 0.000127, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790309, Class: 0.992914, Obj: 0.148414, No Obj: 0.000355, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.733320, Class: 0.997356, Obj: 0.185694, No Obj: 0.000112, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761413, Class: 0.999242, Obj: 0.306173, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.791149, Class: 0.970644, Obj: 0.115882, No Obj: 0.000351, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.868997, Class: 0.974261, Obj: 0.001184, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.703664, Class: 0.990078, Obj: 0.081837, No Obj: 0.000172, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677399, Class: 0.995988, Obj: 0.502102, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659393, Class: 0.998577, Obj: 0.177279, No Obj: 0.000165, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872855, Class: 0.994833, Obj: 0.386080, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.822363, Class: 0.993150, Obj: 0.011577, No Obj: 0.000051, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2545: 0.453442, 0.421129 avg loss, 0.001000 rate, 3.948949 seconds, 162880 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841628, Class: 0.997535, Obj: 0.848989, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749980, Class: 0.992902, Obj: 0.336616, No Obj: 0.000286, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.609706, Class: 0.997750, Obj: 0.114391, No Obj: 0.000109, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889443, Class: 0.999520, Obj: 0.801973, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690948, Class: 0.999843, Obj: 0.061400, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733658, Class: 0.999912, Obj: 0.145173, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637206, Class: 0.995804, Obj: 0.116210, No Obj: 0.000171, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739655, Class: 0.996274, Obj: 0.172486, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744214, Class: 0.998890, Obj: 0.237858, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827412, Class: 0.999717, Obj: 0.602397, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.823915, Class: 0.996386, Obj: 0.029119, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806424, Class: 0.997504, Obj: 0.329269, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.735723, Class: 0.999326, Obj: 0.381752, No Obj: 0.000154, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2546: 0.415161, 0.420533 avg loss, 0.001000 rate, 3.924956 seconds, 162944 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744162, Class: 0.990384, Obj: 0.044981, No Obj: 0.000260, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683421, Class: 0.996624, Obj: 0.138964, No Obj: 0.000151, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786960, Class: 0.991076, Obj: 0.287332, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.802098, Class: 0.998852, Obj: 0.079834, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817839, Class: 0.987391, Obj: 0.089898, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831692, Class: 0.997952, Obj: 0.203235, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815479, Class: 0.997611, Obj: 0.250261, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728632, Class: 0.995998, Obj: 0.106978, No Obj: 0.000138, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750340, Class: 0.996710, Obj: 0.170422, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860795, Class: 0.999411, Obj: 0.488825, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748121, Class: 0.993434, Obj: 0.166013, No Obj: 0.000162, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883605, Class: 0.999884, Obj: 0.783368, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.588141, Class: 0.998645, Obj: 0.033893, No Obj: 0.000084, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793038, Class: 0.994135, Obj: 0.648908, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784733, Class: 0.998070, Obj: 0.177586, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2547: 0.470870, 0.425566 avg loss, 0.001000 rate, 3.901927 seconds, 163008 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.746489, Class: 0.998555, Obj: 0.137116, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769925, Class: 0.999634, Obj: 0.367375, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695455, Class: 0.998197, Obj: 0.295499, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.870187, Class: 0.997833, Obj: 0.047777, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.669523, Class: 0.992973, Obj: 0.003810, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771305, Class: 0.994612, Obj: 0.516156, No Obj: 0.000351, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.645065, Class: 0.993317, Obj: 0.022038, No Obj: 0.000177, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730085, Class: 0.991484, Obj: 0.155959, No Obj: 0.000399, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.773977, Class: 0.995141, Obj: 0.044318, No Obj: 0.000085, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713364, Class: 0.998626, Obj: 0.288988, No Obj: 0.000202, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.701261, Class: 0.997963, Obj: 0.141913, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.790388, Class: 0.964037, Obj: 0.074376, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.824484, Class: 0.989908, Obj: 0.584482, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764810, Class: 0.999048, Obj: 0.117345, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794222, Class: 0.996425, Obj: 0.287274, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769703, Class: 0.980625, Obj: 0.159878, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.617289, Class: 0.998396, Obj: 0.218270, No Obj: 0.000085, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2548: 0.457852, 0.428795 avg loss, 0.001000 rate, 3.917096 seconds, 163072 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807354, Class: 0.998733, Obj: 0.258784, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543776, Class: 0.999669, Obj: 0.020383, No Obj: 0.000054, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826471, Class: 0.996253, Obj: 0.551660, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674954, Class: 0.994072, Obj: 0.210772, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886853, Class: 0.965466, Obj: 0.012341, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713317, Class: 0.997312, Obj: 0.134641, No Obj: 0.000102, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764306, Class: 0.999898, Obj: 0.983871, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653313, Class: 0.998266, Obj: 0.191523, No Obj: 0.000111, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665127, Class: 0.996197, Obj: 0.068214, No Obj: 0.000072, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000407, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838353, Class: 0.998412, Obj: 0.420183, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.775511, Class: 0.992635, Obj: 0.112942, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913803, Class: 0.993225, Obj: 0.323310, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.598008, Class: 0.985489, Obj: 0.186079, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2549: 0.394435, 0.425359 avg loss, 0.001000 rate, 3.914641 seconds, 163136 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.864158, Class: 0.990746, Obj: 0.441282, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620272, Class: 0.995533, Obj: 0.238492, No Obj: 0.000074, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755901, Class: 0.998886, Obj: 0.169435, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742491, Class: 0.998831, Obj: 0.108237, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.825228, Class: 0.933072, Obj: 0.195948, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747869, Class: 0.987652, Obj: 0.040042, No Obj: 0.000244, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639853, Class: 0.995424, Obj: 0.021978, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641563, Class: 0.996821, Obj: 0.049582, No Obj: 0.000066, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745722, Class: 0.995946, Obj: 0.095669, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812849, Class: 0.995843, Obj: 0.083888, No Obj: 0.000090, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806095, Class: 0.994301, Obj: 0.364364, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.821698, Class: 0.999241, Obj: 0.032501, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704713, Class: 0.963636, Obj: 0.002228, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746251, Class: 0.997922, Obj: 0.226792, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2550: 0.433903, 0.426213 avg loss, 0.001000 rate, 3.923720 seconds, 163200 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.624849, Class: 0.962118, Obj: 0.021671, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.867758, Class: 0.999279, Obj: 0.878119, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676775, Class: 0.995507, Obj: 0.025293, No Obj: 0.000048, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854751, Class: 0.995823, Obj: 0.202361, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.587176, Class: 0.998409, Obj: 0.050681, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791359, Class: 0.998376, Obj: 0.187470, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850715, Class: 0.994193, Obj: 0.289131, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.710537, Class: 0.996739, Obj: 0.074205, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917262, Class: 0.982130, Obj: 0.019780, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.569185, Class: 0.997639, Obj: 0.108011, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742640, Class: 0.994013, Obj: 0.038126, No Obj: 0.000029, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.746428, Class: 0.998617, Obj: 0.280921, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.810849, Class: 0.996035, Obj: 0.640291, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750658, Class: 0.992131, Obj: 0.021357, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827649, Class: 0.999797, Obj: 0.911254, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761199, Class: 0.998917, Obj: 0.149708, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2551: 0.395713, 0.423163 avg loss, 0.001000 rate, 3.911521 seconds, 163264 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881392, Class: 0.995877, Obj: 0.862313, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697858, Class: 0.995654, Obj: 0.153893, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761423, Class: 0.993924, Obj: 0.141448, No Obj: 0.000117, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834364, Class: 0.995454, Obj: 0.402936, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.749114, Class: 0.998730, Obj: 0.068331, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886682, Class: 0.995837, Obj: 0.094293, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757798, Class: 0.996447, Obj: 0.061965, No Obj: 0.000047, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.874551, Class: 0.994008, Obj: 0.019899, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886117, Class: 0.997557, Obj: 0.489323, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795095, Class: 0.996585, Obj: 0.064896, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742790, Class: 0.996170, Obj: 0.078646, No Obj: 0.000088, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812638, Class: 0.999883, Obj: 0.597352, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.546923, Class: 0.996981, Obj: 0.055397, No Obj: 0.000068, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2552: 0.351266, 0.415974 avg loss, 0.001000 rate, 3.907878 seconds, 163328 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.847217, Class: 0.983298, Obj: 0.223257, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752187, Class: 0.997560, Obj: 0.247179, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800410, Class: 0.996432, Obj: 0.042822, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813706, Class: 0.997477, Obj: 0.623848, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799945, Class: 0.996155, Obj: 0.152698, No Obj: 0.000129, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672941, Class: 0.995367, Obj: 0.033885, No Obj: 0.000037, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796792, Class: 0.999123, Obj: 0.577675, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730521, Class: 0.998842, Obj: 0.206049, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.833385, Class: 0.971851, Obj: 0.131953, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.861737, Class: 0.994898, Obj: 0.496649, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743683, Class: 0.988447, Obj: 0.000093, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749118, Class: 0.981377, Obj: 0.556525, No Obj: 0.000348, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.772613, Class: 0.995571, Obj: 0.049240, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818613, Class: 0.996188, Obj: 0.110554, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.696517, Class: 0.997579, Obj: 0.418526, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2553: 0.315699, 0.405946 avg loss, 0.001000 rate, 3.900265 seconds, 163392 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698120, Class: 0.996158, Obj: 0.043764, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785645, Class: 0.991652, Obj: 0.520775, No Obj: 0.000187, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.666677, Class: 0.996431, Obj: 0.177684, No Obj: 0.000117, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.703965, Class: 0.997758, Obj: 0.189015, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.892308, Class: 0.999225, Obj: 0.687205, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741139, Class: 0.995734, Obj: 0.028868, No Obj: 0.000061, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610888, Class: 0.996273, Obj: 0.009120, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731092, Class: 0.996052, Obj: 0.454812, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.764403, Class: 0.998827, Obj: 0.046362, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862417, Class: 0.998113, Obj: 0.405199, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774767, Class: 0.994303, Obj: 0.060739, No Obj: 0.000060, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773381, Class: 0.989268, Obj: 0.001772, No Obj: 0.000022, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820092, Class: 0.992306, Obj: 0.294412, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.789789, Class: 0.997141, Obj: 0.055813, No Obj: 0.000109, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2554: 0.359934, 0.401345 avg loss, 0.001000 rate, 3.908127 seconds, 163456 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843318, Class: 0.998038, Obj: 0.152823, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670996, Class: 0.989930, Obj: 0.006371, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789215, Class: 0.991460, Obj: 0.010820, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738044, Class: 0.997580, Obj: 0.197575, No Obj: 0.000134, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801561, Class: 0.996258, Obj: 0.564654, No Obj: 0.000223, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.836605, Class: 0.998769, Obj: 0.112499, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710606, Class: 0.990822, Obj: 0.097512, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.808721, Class: 0.988827, Obj: 0.066958, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.580402, Class: 0.959816, Obj: 0.001475, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806918, Class: 0.992983, Obj: 0.235403, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660249, Class: 0.998850, Obj: 0.058136, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776869, Class: 0.996361, Obj: 0.123615, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686431, Class: 0.997994, Obj: 0.188500, No Obj: 0.000189, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600835, Class: 0.996531, Obj: 0.210723, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2555: 0.377044, 0.398915 avg loss, 0.001000 rate, 3.900849 seconds, 163520 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723065, Class: 0.976491, Obj: 0.058322, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.656946, Class: 0.985237, Obj: 0.115716, No Obj: 0.000094, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729385, Class: 0.996264, Obj: 0.239968, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780503, Class: 0.996325, Obj: 0.217416, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785536, Class: 0.998360, Obj: 0.650286, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.588396, Class: 0.996051, Obj: 0.051486, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891387, Class: 0.995021, Obj: 0.163064, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.789677, Class: 0.996708, Obj: 0.303905, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809168, Class: 0.997063, Obj: 0.483168, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.676687, Class: 0.995945, Obj: 0.168211, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.937166, Class: 0.991202, Obj: 0.231741, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842196, Class: 0.988471, Obj: 0.098161, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745582, Class: 0.995690, Obj: 0.235842, No Obj: 0.000090, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.897279, Class: 0.995776, Obj: 0.240768, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826663, Class: 0.998538, Obj: 0.409285, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.669554, Class: 0.999264, Obj: 0.344761, No Obj: 0.000135, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2556: 0.351498, 0.394173 avg loss, 0.001000 rate, 3.910232 seconds, 163584 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809884, Class: 0.993806, Obj: 0.153598, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655052, Class: 0.996861, Obj: 0.012055, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875228, Class: 0.989386, Obj: 0.011932, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785266, Class: 0.997658, Obj: 0.219510, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566355, Class: 0.992714, Obj: 0.041185, No Obj: 0.000023, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.738274, Class: 0.999595, Obj: 0.119467, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766121, Class: 0.995897, Obj: 0.069440, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805459, Class: 0.995644, Obj: 0.395741, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803591, Class: 0.985357, Obj: 0.093003, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848552, Class: 0.997609, Obj: 0.246305, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792466, Class: 0.992659, Obj: 0.224359, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.730976, Class: 0.991955, Obj: 0.218572, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.896993, Class: 0.998466, Obj: 0.488039, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827723, Class: 0.999858, Obj: 0.917518, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813576, Class: 0.999648, Obj: 0.083047, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2557: 0.272859, 0.382042 avg loss, 0.001000 rate, 3.913562 seconds, 163648 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723012, Class: 0.994806, Obj: 0.061646, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.827636, Class: 0.996047, Obj: 0.161982, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762779, Class: 0.999025, Obj: 0.119845, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746061, Class: 0.999608, Obj: 0.134269, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742455, Class: 0.995926, Obj: 0.118916, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864276, Class: 0.995686, Obj: 0.354376, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.723819, Class: 0.992999, Obj: 0.270911, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.825359, Class: 0.998855, Obj: 0.142003, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717796, Class: 0.995302, Obj: 0.048722, No Obj: 0.000120, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777289, Class: 0.996063, Obj: 0.113401, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.515492, Class: 0.988539, Obj: 0.052428, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778587, Class: 0.996803, Obj: 0.146014, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907650, Class: 0.997191, Obj: 0.233316, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618831, Class: 0.997597, Obj: 0.146200, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2558: 0.326842, 0.376522 avg loss, 0.001000 rate, 3.918538 seconds, 163712 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.842657, Class: 0.997710, Obj: 0.041407, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866077, Class: 0.989249, Obj: 0.302487, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733024, Class: 0.996962, Obj: 0.127445, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795458, Class: 0.995878, Obj: 0.152661, No Obj: 0.000092, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814977, Class: 0.999671, Obj: 0.298689, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748929, Class: 0.994415, Obj: 0.141467, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783667, Class: 0.997428, Obj: 0.102669, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.834844, Class: 0.999586, Obj: 0.334492, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.640417, Class: 0.990091, Obj: 0.249065, No Obj: 0.000240, .5R: 0.500000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.870589, Class: 0.996342, Obj: 0.068560, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.492249, Class: 0.998874, Obj: 0.123729, No Obj: 0.000020, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831472, Class: 0.993964, Obj: 0.106947, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683056, Class: 0.993683, Obj: 0.109119, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748539, Class: 0.983411, Obj: 0.335239, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.700632, Class: 0.996906, Obj: 0.060594, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2559: 0.378529, 0.376722 avg loss, 0.001000 rate, 3.914205 seconds, 163776 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754205, Class: 0.923890, Obj: 0.000230, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650657, Class: 0.993959, Obj: 0.029192, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671041, Class: 0.995739, Obj: 0.089320, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852517, Class: 0.998289, Obj: 0.666963, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796858, Class: 0.997349, Obj: 0.116160, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.834758, Class: 0.987313, Obj: 0.064772, No Obj: 0.000437, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.759621, Class: 0.972354, Obj: 0.002285, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848190, Class: 0.994247, Obj: 0.144224, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656058, Class: 0.992851, Obj: 0.010499, No Obj: 0.000038, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870642, Class: 0.999303, Obj: 0.104062, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798876, Class: 0.996103, Obj: 0.265090, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669941, Class: 0.996025, Obj: 0.057098, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806095, Class: 0.987565, Obj: 0.222373, No Obj: 0.000296, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.683596, Class: 0.997696, Obj: 0.303754, No Obj: 0.000135, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2560: 0.362231, 0.375273 avg loss, 0.001000 rate, 3.906173 seconds, 163840 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804393, Class: 0.999206, Obj: 0.775250, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693422, Class: 0.999029, Obj: 0.279940, No Obj: 0.000154, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859217, Class: 0.981371, Obj: 0.099955, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761170, Class: 0.998097, Obj: 0.174679, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814847, Class: 0.995046, Obj: 0.701946, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.849636, Class: 0.998072, Obj: 0.216384, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.758283, Class: 0.997889, Obj: 0.012939, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.867094, Class: 0.999787, Obj: 0.811403, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731816, Class: 0.996076, Obj: 0.297861, No Obj: 0.000183, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650118, Class: 0.993480, Obj: 0.506001, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.835011, Class: 0.995737, Obj: 0.212123, No Obj: 0.000146, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807600, Class: 0.985835, Obj: 0.255234, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836777, Class: 0.995985, Obj: 0.336590, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814001, Class: 0.996033, Obj: 0.480268, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.674284, Class: 0.999086, Obj: 0.019337, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.770619, Class: 0.996875, Obj: 0.558808, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811726, Class: 0.997686, Obj: 0.189170, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2561: 0.333056, 0.371052 avg loss, 0.001000 rate, 3.902936 seconds, 163904 images Loaded: 0.000028 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825308, Class: 0.999483, Obj: 0.236594, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786128, Class: 0.994811, Obj: 0.236249, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.826744, Class: 0.990785, Obj: 0.798747, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789173, Class: 0.999104, Obj: 0.330131, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865197, Class: 0.984943, Obj: 0.303725, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828506, Class: 0.997668, Obj: 0.228199, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773332, Class: 0.974485, Obj: 0.311745, No Obj: 0.000338, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.773567, Class: 0.998457, Obj: 0.021922, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674111, Class: 0.997433, Obj: 0.137282, No Obj: 0.000123, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724519, Class: 0.996369, Obj: 0.528872, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744173, Class: 0.999076, Obj: 0.081301, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758110, Class: 0.995599, Obj: 0.273267, No Obj: 0.000186, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756278, Class: 0.999219, Obj: 0.647030, No Obj: 0.000195, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652529, Class: 0.995331, Obj: 0.058985, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2562: 0.314655, 0.365412 avg loss, 0.001000 rate, 3.923667 seconds, 163968 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878318, Class: 0.997895, Obj: 0.661603, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787311, Class: 0.995257, Obj: 0.069542, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848935, Class: 0.998156, Obj: 0.122688, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796394, Class: 0.995659, Obj: 0.424404, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826104, Class: 0.996951, Obj: 0.329893, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.780926, Class: 0.992133, Obj: 0.016317, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674882, Class: 0.993205, Obj: 0.060635, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772195, Class: 0.996498, Obj: 0.175470, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718171, Class: 0.995757, Obj: 0.875586, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685689, Class: 0.997580, Obj: 0.189521, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813791, Class: 0.992013, Obj: 0.415527, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746033, Class: 0.997436, Obj: 0.288995, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893990, Class: 0.997703, Obj: 0.020996, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612072, Class: 0.988988, Obj: 0.027767, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851381, Class: 0.998909, Obj: 0.542255, No Obj: 0.000440, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.607824, Class: 0.994699, Obj: 0.215292, No Obj: 0.000142, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2563: 0.416152, 0.370486 avg loss, 0.001000 rate, 3.912890 seconds, 164032 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766787, Class: 0.958691, Obj: 0.372832, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724040, Class: 0.994492, Obj: 0.222046, No Obj: 0.000114, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793805, Class: 0.997083, Obj: 0.235856, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644248, Class: 0.996494, Obj: 0.237569, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828888, Class: 0.988037, Obj: 0.408432, No Obj: 0.000303, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725417, Class: 0.997419, Obj: 0.153900, No Obj: 0.000133, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761978, Class: 0.996517, Obj: 0.393519, No Obj: 0.000391, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707562, Class: 0.995167, Obj: 0.074883, No Obj: 0.000056, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.772202, Class: 0.990191, Obj: 0.051845, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781176, Class: 0.992196, Obj: 0.151469, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827061, Class: 0.999126, Obj: 0.173699, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.273547, Class: 0.994103, Obj: 0.151219, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729089, Class: 0.995976, Obj: 0.016599, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2564: 0.439423, 0.377380 avg loss, 0.001000 rate, 3.920681 seconds, 164096 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838915, Class: 0.997103, Obj: 0.477474, No Obj: 0.000566, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.734038, Class: 0.996404, Obj: 0.068046, No Obj: 0.000116, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699643, Class: 0.996911, Obj: 0.152962, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.620568, Class: 0.997760, Obj: 0.320952, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806843, Class: 0.996482, Obj: 0.412542, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614459, Class: 0.996848, Obj: 0.123161, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871450, Class: 0.978935, Obj: 0.160525, No Obj: 0.000381, .5R: 1.000000, .75R: 0.833333, count: 6 Region 106 Avg IOU: 0.821826, Class: 0.993729, Obj: 0.209679, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575476, Class: 0.995968, Obj: 0.033822, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.572716, Class: 0.993044, Obj: 0.013449, No Obj: 0.000078, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.667965, Class: 0.999290, Obj: 0.251555, No Obj: 0.000259, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638166, Class: 0.991926, Obj: 0.143304, No Obj: 0.000087, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.551756, Class: 0.957509, Obj: 0.000713, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.672606, Class: 0.998266, Obj: 0.096042, No Obj: 0.000322, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705151, Class: 0.997390, Obj: 0.317113, No Obj: 0.000172, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2565: 0.431264, 0.382768 avg loss, 0.001000 rate, 3.922044 seconds, 164160 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647974, Class: 0.999198, Obj: 0.139617, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830189, Class: 0.998850, Obj: 0.819376, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689169, Class: 0.996774, Obj: 0.104608, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699528, Class: 0.994050, Obj: 0.435489, No Obj: 0.000232, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725773, Class: 0.997172, Obj: 0.262413, No Obj: 0.000104, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643813, Class: 0.990849, Obj: 0.520847, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.743488, Class: 0.996921, Obj: 0.152836, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694907, Class: 0.997893, Obj: 0.067860, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680451, Class: 0.993232, Obj: 0.330088, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.575528, Class: 0.999335, Obj: 0.076107, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607193, Class: 0.997169, Obj: 0.183897, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2566: 0.246833, 0.369175 avg loss, 0.001000 rate, 3.903073 seconds, 164224 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.675433, Class: 0.991267, Obj: 0.007533, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.756008, Class: 0.997279, Obj: 0.522101, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602420, Class: 0.996746, Obj: 0.045474, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811191, Class: 0.995214, Obj: 0.118089, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.784005, Class: 0.997744, Obj: 0.030064, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832714, Class: 0.997865, Obj: 0.786054, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766404, Class: 0.996010, Obj: 0.119603, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834213, Class: 0.997202, Obj: 0.371839, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783385, Class: 0.997614, Obj: 0.289086, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677060, Class: 0.994167, Obj: 0.053547, No Obj: 0.000094, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824390, Class: 0.996781, Obj: 0.178920, No Obj: 0.000103, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.817745, Class: 0.996292, Obj: 0.459688, No Obj: 0.000480, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.902906, Class: 0.989509, Obj: 0.555673, No Obj: 0.000419, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.898803, Class: 0.996971, Obj: 0.191771, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813879, Class: 0.985321, Obj: 0.100806, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.853984, Class: 0.998669, Obj: 0.283034, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2567: 0.392893, 0.371546 avg loss, 0.001000 rate, 3.925171 seconds, 164288 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.622510, Class: 0.999461, Obj: 0.757647, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790960, Class: 0.995043, Obj: 0.417179, No Obj: 0.000437, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.636553, Class: 0.995541, Obj: 0.071795, No Obj: 0.000086, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717921, Class: 0.997921, Obj: 0.181525, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749701, Class: 0.994447, Obj: 0.336584, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.791924, Class: 0.998494, Obj: 0.455378, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728040, Class: 0.985380, Obj: 0.045462, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737610, Class: 0.994234, Obj: 0.217815, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750224, Class: 0.997008, Obj: 0.249003, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.892752, Class: 0.996738, Obj: 0.301371, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594586, Class: 0.996119, Obj: 0.090658, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747582, Class: 0.994382, Obj: 0.344390, No Obj: 0.000402, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.900702, Class: 0.999252, Obj: 0.222248, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2568: 0.301112, 0.364503 avg loss, 0.001000 rate, 3.904850 seconds, 164352 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697083, Class: 0.983388, Obj: 0.058231, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.559530, Class: 0.998400, Obj: 0.002444, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.897864, Class: 0.999108, Obj: 0.324858, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852570, Class: 0.999060, Obj: 0.939643, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766363, Class: 0.996768, Obj: 0.428122, No Obj: 0.000255, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787593, Class: 0.993681, Obj: 0.135903, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749786, Class: 0.983094, Obj: 0.093869, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718388, Class: 0.997797, Obj: 0.003703, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860190, Class: 0.998748, Obj: 0.335286, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808609, Class: 0.994477, Obj: 0.193974, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639824, Class: 0.994767, Obj: 0.079562, No Obj: 0.000220, .5R: 0.625000, .75R: 0.500000, count: 16 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829763, Class: 0.995677, Obj: 0.397672, No Obj: 0.000324, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.712802, Class: 0.994681, Obj: 0.102813, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2569: 0.551362, 0.383189 avg loss, 0.001000 rate, 3.909422 seconds, 164416 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700628, Class: 0.997718, Obj: 0.206590, No Obj: 0.000118, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.428744, Class: 0.996913, Obj: 0.014495, No Obj: 0.000046, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.876868, Class: 0.998364, Obj: 0.454136, No Obj: 0.000403, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660782, Class: 0.993524, Obj: 0.147895, No Obj: 0.000221, .5R: 0.800000, .75R: 0.400000, count: 15 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810763, Class: 0.993176, Obj: 0.333709, No Obj: 0.000427, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.547086, Class: 0.995638, Obj: 0.021723, No Obj: 0.000031, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.808350, Class: 0.987345, Obj: 0.155873, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729548, Class: 0.997075, Obj: 0.121688, No Obj: 0.000185, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783055, Class: 0.994733, Obj: 0.329747, No Obj: 0.000214, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864753, Class: 0.997822, Obj: 0.377909, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778480, Class: 0.999588, Obj: 0.074235, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.821398, Class: 0.997146, Obj: 0.399070, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.861529, Class: 0.995951, Obj: 0.602986, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.414656, Class: 0.999244, Obj: 0.318887, No Obj: 0.000084, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2570: 0.604138, 0.405284 avg loss, 0.001000 rate, 3.923599 seconds, 164480 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816257, Class: 0.995310, Obj: 0.781881, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720441, Class: 0.998235, Obj: 0.284972, No Obj: 0.000143, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909087, Class: 0.981239, Obj: 0.053676, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712914, Class: 0.998760, Obj: 0.243027, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703234, Class: 0.992098, Obj: 0.060161, No Obj: 0.000144, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753277, Class: 0.996606, Obj: 0.218634, No Obj: 0.000144, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753121, Class: 0.999102, Obj: 0.296905, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.697751, Class: 0.995119, Obj: 0.265102, No Obj: 0.000211, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844907, Class: 0.998124, Obj: 0.266506, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766402, Class: 0.996547, Obj: 0.283208, No Obj: 0.000150, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673959, Class: 0.992273, Obj: 0.203269, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715834, Class: 0.993607, Obj: 0.060379, No Obj: 0.000139, .5R: 0.750000, .75R: 0.625000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2571: 0.445619, 0.409317 avg loss, 0.001000 rate, 3.906741 seconds, 164544 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756612, Class: 0.996658, Obj: 0.138986, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.697059, Class: 0.985336, Obj: 0.514063, No Obj: 0.000574, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754514, Class: 0.992834, Obj: 0.253040, No Obj: 0.000191, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834248, Class: 0.996925, Obj: 0.273212, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624083, Class: 0.995643, Obj: 0.150352, No Obj: 0.000226, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784219, Class: 0.997835, Obj: 0.301066, No Obj: 0.000232, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.738847, Class: 0.995499, Obj: 0.148270, No Obj: 0.000228, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899065, Class: 0.994186, Obj: 0.298188, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712954, Class: 0.997547, Obj: 0.232682, No Obj: 0.000148, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.698304, Class: 0.980870, Obj: 0.000350, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699853, Class: 0.973644, Obj: 0.002952, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629624, Class: 0.993966, Obj: 0.054861, No Obj: 0.000117, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: 0.767669, Class: 0.993490, Obj: 0.240445, No Obj: 0.000326, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.742218, Class: 0.998538, Obj: 0.047109, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680946, Class: 0.996469, Obj: 0.087403, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676098, Class: 0.998165, Obj: 0.217282, No Obj: 0.000090, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2572: 0.639423, 0.432328 avg loss, 0.001000 rate, 3.910701 seconds, 164608 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682639, Class: 0.996431, Obj: 0.136865, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553760, Class: 0.997605, Obj: 0.095346, No Obj: 0.000128, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835101, Class: 0.999070, Obj: 0.916670, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644602, Class: 0.998096, Obj: 0.330627, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888891, Class: 0.996772, Obj: 0.858930, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716602, Class: 0.995358, Obj: 0.288419, No Obj: 0.000137, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606941, Class: 0.993901, Obj: 0.239589, No Obj: 0.000213, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764271, Class: 0.997225, Obj: 0.389151, No Obj: 0.000129, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737673, Class: 0.966814, Obj: 0.003662, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653505, Class: 0.996244, Obj: 0.185586, No Obj: 0.000126, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.590366, Class: 0.992704, Obj: 0.096370, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614735, Class: 0.995620, Obj: 0.114821, No Obj: 0.000152, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2573: 0.544030, 0.443498 avg loss, 0.001000 rate, 3.916410 seconds, 164672 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.892699, Class: 0.997036, Obj: 0.032431, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724420, Class: 0.996513, Obj: 0.403573, No Obj: 0.000170, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698304, Class: 0.987761, Obj: 0.004934, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.747829, Class: 0.996943, Obj: 0.168149, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702456, Class: 0.993487, Obj: 0.062197, No Obj: 0.000113, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.880506, Class: 0.936573, Obj: 0.000289, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.669865, Class: 0.999884, Obj: 0.070571, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756631, Class: 0.994089, Obj: 0.007636, No Obj: 0.000071, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632063, Class: 0.945330, Obj: 0.000226, No Obj: 0.000003, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744367, Class: 0.999500, Obj: 0.065455, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749626, Class: 0.998599, Obj: 0.040067, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.812721, Class: 0.995497, Obj: 0.335194, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915116, Class: 0.993207, Obj: 0.052571, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748683, Class: 0.998959, Obj: 0.469716, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2574: 0.289233, 0.428072 avg loss, 0.001000 rate, 3.910390 seconds, 164736 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.705804, Class: 0.993661, Obj: 0.004230, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.851437, Class: 0.989185, Obj: 0.120239, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719841, Class: 0.995511, Obj: 0.224958, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578593, Class: 0.999928, Obj: 0.024448, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690825, Class: 0.996507, Obj: 0.189302, No Obj: 0.000125, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625854, Class: 0.988908, Obj: 0.177622, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.867347, Class: 0.999452, Obj: 0.886592, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759534, Class: 0.992991, Obj: 0.164245, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654005, Class: 0.995333, Obj: 0.163688, No Obj: 0.000138, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.685813, Class: 0.994594, Obj: 0.003475, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.708788, Class: 0.999550, Obj: 0.249429, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.631565, Class: 0.995305, Obj: 0.204159, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.842302, Class: 0.999404, Obj: 0.860466, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.715382, Class: 0.998685, Obj: 0.578157, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.752689, Class: 0.989481, Obj: 0.137546, No Obj: 0.000157, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.724584, Class: 0.995559, Obj: 0.054736, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2575: 0.425899, 0.427854 avg loss, 0.001000 rate, 3.905445 seconds, 164800 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689699, Class: 0.997468, Obj: 0.034518, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.813464, Class: 0.992008, Obj: 0.567799, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905306, Class: 0.999861, Obj: 0.749169, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863201, Class: 0.999492, Obj: 0.717403, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662923, Class: 0.996733, Obj: 0.180085, No Obj: 0.000150, .5R: 0.700000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673387, Class: 0.994823, Obj: 0.092302, No Obj: 0.000046, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819015, Class: 0.999666, Obj: 0.443363, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696520, Class: 0.991472, Obj: 0.006980, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695863, Class: 0.994313, Obj: 0.174323, No Obj: 0.000137, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766664, Class: 0.999571, Obj: 0.097660, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730354, Class: 0.994797, Obj: 0.120742, No Obj: 0.000108, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720225, Class: 0.999562, Obj: 0.001188, No Obj: 0.000005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796284, Class: 0.992001, Obj: 0.155747, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2576: 0.382254, 0.423294 avg loss, 0.001000 rate, 3.901880 seconds, 164864 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.752967, Class: 0.958043, Obj: 0.043276, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.788992, Class: 0.997540, Obj: 0.625789, No Obj: 0.000237, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.820942, Class: 0.994397, Obj: 0.034898, No Obj: 0.000059, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.586236, Class: 0.984001, Obj: 0.003196, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739776, Class: 0.997704, Obj: 0.106869, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.676766, Class: 0.974264, Obj: 0.138569, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789395, Class: 0.980023, Obj: 0.081179, No Obj: 0.000166, .5R: 0.800000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.795286, Class: 0.996768, Obj: 0.050930, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863961, Class: 0.983988, Obj: 0.108718, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.804012, Class: 0.997956, Obj: 0.068657, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732227, Class: 0.994877, Obj: 0.043000, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.645928, Class: 0.997493, Obj: 0.194216, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667567, Class: 0.996652, Obj: 0.058695, No Obj: 0.000083, .5R: 0.900000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716275, Class: 0.997435, Obj: 0.047988, No Obj: 0.000047, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891839, Class: 0.999532, Obj: 0.631485, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614135, Class: 0.995987, Obj: 0.099465, No Obj: 0.000100, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2577: 0.507684, 0.431733 avg loss, 0.001000 rate, 3.926948 seconds, 164928 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682746, Class: 0.996610, Obj: 0.251707, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759648, Class: 0.995813, Obj: 0.055260, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.751144, Class: 0.990634, Obj: 0.034776, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.769746, Class: 0.994962, Obj: 0.068189, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734510, Class: 0.996276, Obj: 0.064995, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776418, Class: 0.996139, Obj: 0.104714, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653532, Class: 0.995249, Obj: 0.028245, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747556, Class: 0.988633, Obj: 0.156654, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.771741, Class: 0.996021, Obj: 0.229740, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670965, Class: 0.996913, Obj: 0.014376, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673580, Class: 0.997121, Obj: 0.075436, No Obj: 0.000085, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.790769, Class: 0.993198, Obj: 0.809117, No Obj: 0.000510, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777769, Class: 0.997642, Obj: 0.336231, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769802, Class: 0.996480, Obj: 0.539285, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.545120, Class: 0.991912, Obj: 0.602708, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.873237, Class: 0.999899, Obj: 0.425471, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704872, Class: 0.997773, Obj: 0.079273, No Obj: 0.000088, .5R: 1.000000, .75R: 0.375000, count: 8 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2578: 0.364811, 0.425041 avg loss, 0.001000 rate, 3.906721 seconds, 164992 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630247, Class: 0.995660, Obj: 0.058247, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.456828, Class: 0.997931, Obj: 0.000630, No Obj: 0.000013, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709552, Class: 0.995394, Obj: 0.058220, No Obj: 0.000100, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794994, Class: 0.990080, Obj: 0.194569, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766572, Class: 0.997176, Obj: 0.115831, No Obj: 0.000081, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827926, Class: 0.992047, Obj: 0.364457, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581972, Class: 0.996874, Obj: 0.129738, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655819, Class: 0.989839, Obj: 0.236424, No Obj: 0.000129, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.904447, Class: 0.997939, Obj: 0.069727, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790566, Class: 0.992432, Obj: 0.533618, No Obj: 0.000263, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.796268, Class: 0.997745, Obj: 0.222264, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675630, Class: 0.993290, Obj: 0.434746, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699808, Class: 0.984765, Obj: 0.084103, No Obj: 0.000081, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773158, Class: 0.982012, Obj: 0.227570, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767445, Class: 0.996503, Obj: 0.122950, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2579: 0.338373, 0.416374 avg loss, 0.001000 rate, 3.905236 seconds, 165056 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638116, Class: 0.993282, Obj: 0.011066, No Obj: 0.000051, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807382, Class: 0.995892, Obj: 0.430459, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832960, Class: 0.997772, Obj: 0.382609, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820614, Class: 0.998476, Obj: 0.218920, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.765779, Class: 0.988359, Obj: 0.017149, No Obj: 0.000119, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821409, Class: 0.999394, Obj: 0.687596, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783428, Class: 0.995233, Obj: 0.107020, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816786, Class: 0.998992, Obj: 0.195045, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764531, Class: 0.986996, Obj: 0.000960, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769971, Class: 0.993248, Obj: 0.326756, No Obj: 0.000214, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823628, Class: 0.998821, Obj: 0.005235, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780821, Class: 0.997621, Obj: 0.246493, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857415, Class: 0.998806, Obj: 0.137042, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2580: 0.372948, 0.412032 avg loss, 0.001000 rate, 3.919541 seconds, 165120 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796041, Class: 0.991854, Obj: 0.462667, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735975, Class: 0.985279, Obj: 0.190628, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778905, Class: 0.983815, Obj: 0.248431, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758578, Class: 0.996293, Obj: 0.082224, No Obj: 0.000153, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.519965, Class: 0.988607, Obj: 0.779513, No Obj: 0.000469, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790550, Class: 0.999543, Obj: 0.073871, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640886, Class: 0.992622, Obj: 0.170517, No Obj: 0.000116, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783633, Class: 0.995538, Obj: 0.547725, No Obj: 0.000371, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.801724, Class: 0.995791, Obj: 0.269248, No Obj: 0.000288, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786863, Class: 0.988975, Obj: 0.218135, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756398, Class: 0.997342, Obj: 0.178903, No Obj: 0.000136, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724361, Class: 0.998382, Obj: 0.321971, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741566, Class: 0.995335, Obj: 0.120627, No Obj: 0.000125, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754464, Class: 0.999800, Obj: 0.870980, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552676, Class: 0.996246, Obj: 0.258183, No Obj: 0.000090, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2581: 0.403799, 0.411208 avg loss, 0.001000 rate, 3.902887 seconds, 165184 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.626221, Class: 0.972195, Obj: 0.428704, No Obj: 0.000722, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764833, Class: 0.995057, Obj: 0.114012, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847038, Class: 0.999353, Obj: 0.835422, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706315, Class: 0.995391, Obj: 0.225579, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735656, Class: 0.995042, Obj: 0.620820, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726179, Class: 0.996509, Obj: 0.065547, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000299, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815954, Class: 0.995525, Obj: 0.630791, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.888438, Class: 0.998859, Obj: 0.483972, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798262, Class: 0.991105, Obj: 0.439852, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804251, Class: 0.995918, Obj: 0.267021, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823637, Class: 0.987206, Obj: 0.393194, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.634436, Class: 0.995596, Obj: 0.101992, No Obj: 0.000144, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821306, Class: 0.992795, Obj: 0.746789, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725197, Class: 0.995449, Obj: 0.002792, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859241, Class: 0.997479, Obj: 0.059317, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808125, Class: 0.998594, Obj: 0.338136, No Obj: 0.000157, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2582: 0.372650, 0.407353 avg loss, 0.001000 rate, 3.904950 seconds, 165248 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727298, Class: 0.996837, Obj: 0.198240, No Obj: 0.000081, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.766118, Class: 0.993911, Obj: 0.306689, No Obj: 0.000320, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.866350, Class: 0.998782, Obj: 0.455636, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721388, Class: 0.998044, Obj: 0.258921, No Obj: 0.000240, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860657, Class: 0.997751, Obj: 0.497438, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797060, Class: 0.995269, Obj: 0.015478, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761451, Class: 0.999069, Obj: 0.256440, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795745, Class: 0.998550, Obj: 0.245854, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782603, Class: 0.995723, Obj: 0.114337, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921771, Class: 0.999290, Obj: 0.790847, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772592, Class: 0.997355, Obj: 0.069785, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914488, Class: 0.991037, Obj: 0.633654, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849818, Class: 0.999388, Obj: 0.523433, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2583: 0.270539, 0.393671 avg loss, 0.001000 rate, 3.908459 seconds, 165312 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837138, Class: 0.999128, Obj: 0.855903, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752976, Class: 0.986826, Obj: 0.036219, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654172, Class: 0.998130, Obj: 0.376240, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644681, Class: 0.997432, Obj: 0.259179, No Obj: 0.000107, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779351, Class: 0.998169, Obj: 0.220590, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771147, Class: 0.997708, Obj: 0.161413, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804460, Class: 0.993846, Obj: 0.231746, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823506, Class: 0.989412, Obj: 0.396141, No Obj: 0.000271, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.789536, Class: 0.996496, Obj: 0.180997, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795489, Class: 0.997062, Obj: 0.195125, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.711615, Class: 0.998813, Obj: 0.829834, No Obj: 0.000472, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681586, Class: 0.978380, Obj: 0.011531, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689942, Class: 0.996298, Obj: 0.125625, No Obj: 0.000126, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789053, Class: 0.998359, Obj: 0.267491, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2584: 0.337337, 0.388038 avg loss, 0.001000 rate, 3.902860 seconds, 165376 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.888098, Class: 0.998274, Obj: 0.938879, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.892475, Class: 0.999194, Obj: 0.927069, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701045, Class: 0.997364, Obj: 0.254770, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827143, Class: 0.988864, Obj: 0.398580, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750180, Class: 0.998209, Obj: 0.177977, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798574, Class: 0.997637, Obj: 0.358198, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.532803, Class: 0.995575, Obj: 0.021838, No Obj: 0.000073, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.787978, Class: 0.999536, Obj: 0.928550, No Obj: 0.000335, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.847450, Class: 0.998597, Obj: 0.431666, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812307, Class: 0.998695, Obj: 0.119601, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781032, Class: 0.996060, Obj: 0.188035, No Obj: 0.000171, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819728, Class: 0.997021, Obj: 0.007730, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685686, Class: 0.998755, Obj: 0.036971, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800851, Class: 0.998223, Obj: 0.107299, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740434, Class: 0.998472, Obj: 0.246858, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2585: 0.337450, 0.382979 avg loss, 0.001000 rate, 3.903631 seconds, 165440 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732601, Class: 0.995675, Obj: 0.093038, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794624, Class: 0.998019, Obj: 0.268952, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714900, Class: 0.994994, Obj: 0.041387, No Obj: 0.000063, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800320, Class: 0.995995, Obj: 0.158419, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708883, Class: 0.986741, Obj: 0.343581, No Obj: 0.000372, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.738901, Class: 0.998579, Obj: 0.023306, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.744750, Class: 0.954805, Obj: 0.501843, No Obj: 0.000321, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.684985, Class: 0.979815, Obj: 0.029616, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.859198, Class: 0.997470, Obj: 0.314519, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597505, Class: 0.997755, Obj: 0.314129, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.722524, Class: 0.997879, Obj: 0.051893, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.932383, Class: 0.983843, Obj: 0.034429, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759081, Class: 0.997313, Obj: 0.200398, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702518, Class: 0.992953, Obj: 0.195052, No Obj: 0.000133, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2586: 0.312527, 0.375934 avg loss, 0.001000 rate, 3.924570 seconds, 165504 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785690, Class: 0.995583, Obj: 0.187300, No Obj: 0.000088, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810335, Class: 0.995874, Obj: 0.338603, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.676865, Class: 0.993252, Obj: 0.023839, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743332, Class: 0.995314, Obj: 0.281357, No Obj: 0.000089, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895251, Class: 0.999051, Obj: 0.337845, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742464, Class: 0.998963, Obj: 0.080101, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602050, Class: 0.997425, Obj: 0.147532, No Obj: 0.000087, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630487, Class: 0.998785, Obj: 0.144709, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772647, Class: 0.998688, Obj: 0.275998, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822600, Class: 0.999930, Obj: 0.791190, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650514, Class: 0.995496, Obj: 0.046810, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2587: 0.329035, 0.371244 avg loss, 0.001000 rate, 3.923389 seconds, 165568 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.861899, Class: 0.995965, Obj: 0.747722, No Obj: 0.000338, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625852, Class: 0.997158, Obj: 0.025280, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899525, Class: 0.984698, Obj: 0.249439, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673838, Class: 0.996698, Obj: 0.148215, No Obj: 0.000108, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795151, Class: 0.975800, Obj: 0.135212, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652445, Class: 0.995932, Obj: 0.295142, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750531, Class: 0.993545, Obj: 0.026781, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742432, Class: 0.997886, Obj: 0.099037, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585259, Class: 0.995475, Obj: 0.067713, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685838, Class: 0.984955, Obj: 0.095141, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729344, Class: 0.998072, Obj: 0.114710, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637603, Class: 0.999121, Obj: 0.042543, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751408, Class: 0.994292, Obj: 0.102498, No Obj: 0.000103, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2588: 0.392199, 0.373339 avg loss, 0.001000 rate, 3.906731 seconds, 165632 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895257, Class: 0.998282, Obj: 0.271741, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691299, Class: 0.994662, Obj: 0.054117, No Obj: 0.000090, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.900915, Class: 0.999396, Obj: 0.552219, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713645, Class: 0.995810, Obj: 0.137955, No Obj: 0.000109, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750190, Class: 0.997948, Obj: 0.484367, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683882, Class: 0.993409, Obj: 0.008570, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712344, Class: 0.998061, Obj: 0.044049, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699932, Class: 0.992750, Obj: 0.548297, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706580, Class: 0.995965, Obj: 0.073855, No Obj: 0.000076, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819204, Class: 0.999529, Obj: 0.533948, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645152, Class: 0.996481, Obj: 0.020786, No Obj: 0.000091, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684127, Class: 0.986144, Obj: 0.321642, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680274, Class: 0.989579, Obj: 0.007502, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.768588, Class: 0.999348, Obj: 0.188370, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2589: 0.429732, 0.378979 avg loss, 0.001000 rate, 3.924526 seconds, 165696 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.869296, Class: 0.998609, Obj: 0.524937, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830238, Class: 0.998064, Obj: 0.938213, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780465, Class: 0.997751, Obj: 0.073648, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863176, Class: 0.992145, Obj: 0.355470, No Obj: 0.000379, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.853397, Class: 0.997212, Obj: 0.155232, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640882, Class: 0.989505, Obj: 0.123623, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755516, Class: 0.991645, Obj: 0.124012, No Obj: 0.000106, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905193, Class: 0.997136, Obj: 0.412440, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.529365, Class: 0.997415, Obj: 0.199776, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769697, Class: 0.980237, Obj: 0.377658, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716524, Class: 0.993759, Obj: 0.060182, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854550, Class: 0.999762, Obj: 0.299192, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811049, Class: 0.997879, Obj: 0.137248, No Obj: 0.000099, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722353, Class: 0.994565, Obj: 0.134430, No Obj: 0.000072, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831836, Class: 0.994152, Obj: 0.251501, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629029, Class: 0.994011, Obj: 0.083799, No Obj: 0.000089, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2590: 0.499421, 0.391023 avg loss, 0.001000 rate, 3.923972 seconds, 165760 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.630199, Class: 0.997757, Obj: 0.146463, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867443, Class: 0.995355, Obj: 0.008731, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761599, Class: 0.993605, Obj: 0.086537, No Obj: 0.000093, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.710242, Class: 0.934731, Obj: 0.000267, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.733507, Class: 0.999844, Obj: 0.025288, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785612, Class: 0.995883, Obj: 0.074890, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896735, Class: 0.990816, Obj: 0.017316, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825732, Class: 0.996112, Obj: 0.149093, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772719, Class: 0.996197, Obj: 0.187700, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864995, Class: 0.997418, Obj: 0.120169, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717323, Class: 0.981030, Obj: 0.538799, No Obj: 0.000334, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.680048, Class: 0.995769, Obj: 0.104808, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793930, Class: 0.991043, Obj: 0.526361, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2591: 0.319963, 0.383917 avg loss, 0.001000 rate, 3.912989 seconds, 165824 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754742, Class: 0.991797, Obj: 0.089789, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.745353, Class: 0.970379, Obj: 0.193457, No Obj: 0.000405, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.801893, Class: 0.999388, Obj: 0.689438, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.537596, Class: 0.994053, Obj: 0.057258, No Obj: 0.000086, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838489, Class: 0.995116, Obj: 0.442098, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766776, Class: 0.997039, Obj: 0.138053, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746482, Class: 0.996581, Obj: 0.063441, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.658289, Class: 0.996410, Obj: 0.021722, No Obj: 0.000100, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.729953, Class: 0.994570, Obj: 0.155357, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717224, Class: 0.991809, Obj: 0.088813, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795224, Class: 0.996591, Obj: 0.194129, No Obj: 0.000154, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696184, Class: 0.997382, Obj: 0.090223, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.688900, Class: 0.977008, Obj: 0.010231, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638042, Class: 0.994644, Obj: 0.100412, No Obj: 0.000051, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2592: 0.463285, 0.391854 avg loss, 0.001000 rate, 3.900004 seconds, 165888 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.910523, Class: 0.978726, Obj: 0.040161, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763090, Class: 0.995423, Obj: 0.218496, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784828, Class: 0.992344, Obj: 0.549752, No Obj: 0.000299, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.789102, Class: 0.995083, Obj: 0.147786, No Obj: 0.000122, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.842077, Class: 0.999091, Obj: 0.789973, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580230, Class: 0.997940, Obj: 0.229979, No Obj: 0.000071, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.726432, Class: 0.856580, Obj: 0.003814, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628762, Class: 0.991360, Obj: 0.108085, No Obj: 0.000111, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884288, Class: 0.992512, Obj: 0.279776, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769213, Class: 0.996860, Obj: 0.037494, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.844063, Class: 0.952547, Obj: 0.174114, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.418440, Class: 0.993371, Obj: 0.003351, No Obj: 0.000049, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745382, Class: 0.981396, Obj: 0.181597, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.809411, Class: 0.997518, Obj: 0.170512, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.894875, Class: 0.998785, Obj: 0.636090, No Obj: 0.000614, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803952, Class: 0.994987, Obj: 0.048490, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2593: 0.437055, 0.396374 avg loss, 0.001000 rate, 3.904351 seconds, 165952 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827191, Class: 0.970476, Obj: 0.360596, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598974, Class: 0.993442, Obj: 0.090540, No Obj: 0.000075, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899629, Class: 0.976999, Obj: 0.008188, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.576888, Class: 0.983891, Obj: 0.002749, No Obj: 0.000063, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767410, Class: 0.993550, Obj: 0.342960, No Obj: 0.000249, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.634544, Class: 0.997882, Obj: 0.185340, No Obj: 0.000094, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813590, Class: 0.992506, Obj: 0.015586, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754704, Class: 0.994980, Obj: 0.080602, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765582, Class: 0.991658, Obj: 0.199349, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712227, Class: 0.993482, Obj: 0.107798, No Obj: 0.000104, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.686901, Class: 0.997186, Obj: 0.378370, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810852, Class: 0.998569, Obj: 0.516138, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.860836, Class: 0.997318, Obj: 0.105644, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.946025, Class: 0.999347, Obj: 0.658192, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690769, Class: 0.994956, Obj: 0.160324, No Obj: 0.000190, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806165, Class: 0.997927, Obj: 0.041798, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641611, Class: 0.997028, Obj: 0.149109, No Obj: 0.000139, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2594: 0.473685, 0.404105 avg loss, 0.001000 rate, 3.905067 seconds, 166016 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822727, Class: 0.996247, Obj: 0.127166, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.524300, Class: 0.991676, Obj: 0.033230, No Obj: 0.000079, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643092, Class: 0.980279, Obj: 0.541598, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.635695, Class: 0.996357, Obj: 0.143708, No Obj: 0.000115, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.803459, Class: 0.986702, Obj: 0.399628, No Obj: 0.000669, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.727278, Class: 0.986196, Obj: 0.033326, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.856536, Class: 0.998785, Obj: 0.243004, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653649, Class: 0.999070, Obj: 0.347160, No Obj: 0.000143, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.792584, Class: 0.997419, Obj: 0.441860, No Obj: 0.000399, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677027, Class: 0.990641, Obj: 0.158353, No Obj: 0.000169, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914935, Class: 0.983578, Obj: 0.131504, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646659, Class: 0.995639, Obj: 0.197708, No Obj: 0.000182, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748363, Class: 0.998479, Obj: 0.679927, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700251, Class: 0.994196, Obj: 0.033837, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807001, Class: 0.992597, Obj: 0.081017, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769621, Class: 0.997923, Obj: 0.464077, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2595: 0.474006, 0.411095 avg loss, 0.001000 rate, 3.912086 seconds, 166080 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761181, Class: 0.997466, Obj: 0.162999, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741590, Class: 0.996362, Obj: 0.125355, No Obj: 0.000141, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000462, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607075, Class: 0.998519, Obj: 0.083748, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.789323, Class: 0.994608, Obj: 0.157335, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784211, Class: 0.995656, Obj: 0.224984, No Obj: 0.000186, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770620, Class: 0.995482, Obj: 0.123013, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825670, Class: 0.991048, Obj: 0.030154, No Obj: 0.000018, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776180, Class: 0.995961, Obj: 0.218950, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.755539, Class: 0.997672, Obj: 0.510537, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846188, Class: 0.988564, Obj: 0.753904, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562066, Class: 0.993842, Obj: 0.160113, No Obj: 0.000120, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2596: 0.426854, 0.412671 avg loss, 0.001000 rate, 3.920027 seconds, 166144 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000310, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772724, Class: 0.980524, Obj: 0.012782, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.646022, Class: 0.996775, Obj: 0.088068, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854348, Class: 0.995640, Obj: 0.522169, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.772852, Class: 0.996146, Obj: 0.092649, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.774550, Class: 0.998259, Obj: 0.335221, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777005, Class: 0.986955, Obj: 0.085030, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.636899, Class: 0.986515, Obj: 0.101155, No Obj: 0.000073, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807466, Class: 0.991315, Obj: 0.367195, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759318, Class: 0.994686, Obj: 0.248664, No Obj: 0.000173, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847557, Class: 0.998453, Obj: 0.362719, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734197, Class: 0.996756, Obj: 0.230453, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.867994, Class: 0.994278, Obj: 0.302498, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817141, Class: 0.998268, Obj: 0.305551, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842370, Class: 0.993475, Obj: 0.237350, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783625, Class: 0.996462, Obj: 0.045757, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2597: 0.341064, 0.405510 avg loss, 0.001000 rate, 3.905590 seconds, 166208 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726580, Class: 0.984239, Obj: 0.412322, No Obj: 0.000393, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.741714, Class: 0.999598, Obj: 0.222974, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756583, Class: 0.993997, Obj: 0.148411, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812921, Class: 0.996757, Obj: 0.192828, No Obj: 0.000178, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764929, Class: 0.997277, Obj: 0.912672, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607364, Class: 0.997536, Obj: 0.083639, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.879241, Class: 0.989383, Obj: 0.482587, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525910, Class: 0.996588, Obj: 0.034141, No Obj: 0.000027, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705313, Class: 0.997801, Obj: 0.113161, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.892293, Class: 0.998991, Obj: 0.488599, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729159, Class: 0.998191, Obj: 0.148224, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.846878, Class: 0.999140, Obj: 0.516366, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790884, Class: 0.997393, Obj: 0.218250, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2598: 0.331472, 0.398106 avg loss, 0.001000 rate, 3.906112 seconds, 166272 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.970400, Class: 0.983678, Obj: 0.215179, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801358, Class: 0.989205, Obj: 0.373992, No Obj: 0.000414, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.412218, Class: 0.977811, Obj: 0.000110, No Obj: 0.000062, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807293, Class: 0.970732, Obj: 0.359218, No Obj: 0.000279, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.691616, Class: 0.992970, Obj: 0.178260, No Obj: 0.000135, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.648752, Class: 0.998581, Obj: 0.730444, No Obj: 0.000397, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.911146, Class: 0.997195, Obj: 0.064978, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764939, Class: 0.998467, Obj: 0.249832, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799974, Class: 0.990451, Obj: 0.264947, No Obj: 0.000395, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.738575, Class: 0.996544, Obj: 0.226197, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846295, Class: 0.998238, Obj: 0.238492, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753005, Class: 0.999111, Obj: 0.033699, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716046, Class: 0.997200, Obj: 0.273884, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880647, Class: 0.990108, Obj: 0.445827, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.668083, Class: 0.986959, Obj: 0.085730, No Obj: 0.000057, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658770, Class: 0.994069, Obj: 0.298186, No Obj: 0.000084, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715557, Class: 0.997767, Obj: 0.163266, No Obj: 0.000139, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2599: 0.456917, 0.403988 avg loss, 0.001000 rate, 3.914696 seconds, 166336 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.716771, Class: 0.995650, Obj: 0.124296, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698686, Class: 0.993964, Obj: 0.103532, No Obj: 0.000096, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737417, Class: 0.996219, Obj: 0.038183, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748018, Class: 0.996880, Obj: 0.203158, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858362, Class: 0.994571, Obj: 0.935777, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692424, Class: 0.997835, Obj: 0.056483, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799197, Class: 0.997587, Obj: 0.166093, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.741885, Class: 0.998030, Obj: 0.580887, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758685, Class: 0.997194, Obj: 0.184596, No Obj: 0.000157, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.563828, Class: 0.958695, Obj: 0.047451, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.895701, Class: 0.999427, Obj: 0.961048, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705334, Class: 0.997452, Obj: 0.085396, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837480, Class: 0.993731, Obj: 0.438792, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816218, Class: 0.997774, Obj: 0.105390, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2600: 0.329104, 0.396499 avg loss, 0.001000 rate, 3.912693 seconds, 166400 images Loaded: 0.000335 seconds Region 82 Avg IOU: 0.497173, Class: 0.995198, Obj: 0.002478, No Obj: 0.000068, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.864684, Class: 0.971830, Obj: 0.184314, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744888, Class: 0.997691, Obj: 0.039082, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772142, Class: 0.998206, Obj: 0.193722, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701880, Class: 0.993373, Obj: 0.177205, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.909721, Class: 0.995564, Obj: 0.460147, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861532, Class: 0.996077, Obj: 0.023578, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677746, Class: 0.989866, Obj: 0.237461, No Obj: 0.000296, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811330, Class: 0.995788, Obj: 0.099126, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769922, Class: 0.990686, Obj: 0.371456, No Obj: 0.000238, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.583202, Class: 0.993810, Obj: 0.014065, No Obj: 0.000048, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.620086, Class: 0.978103, Obj: 0.040948, No Obj: 0.000295, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.832162, Class: 0.999436, Obj: 0.987817, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.468190, Class: 0.988759, Obj: 0.041037, No Obj: 0.000023, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723185, Class: 0.978405, Obj: 0.010304, No Obj: 0.000016, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2601: 0.237178, 0.380567 avg loss, 0.001000 rate, 3.703947 seconds, 166464 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533430, Class: 0.995924, Obj: 0.141903, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757123, Class: 0.998274, Obj: 0.915801, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653868, Class: 0.994717, Obj: 0.034557, No Obj: 0.000056, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664603, Class: 0.994965, Obj: 0.110420, No Obj: 0.000095, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763078, Class: 0.985370, Obj: 0.398762, No Obj: 0.000623, .5R: 1.000000, .75R: 0.500000, count: 6 Region 106 Avg IOU: 0.678950, Class: 0.988199, Obj: 0.031608, No Obj: 0.000079, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.933503, Class: 0.975060, Obj: 0.633118, No Obj: 0.000335, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.790412, Class: 0.999343, Obj: 0.517932, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.282494, Class: 0.996813, Obj: 0.010567, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733156, Class: 0.995174, Obj: 0.079141, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763257, Class: 0.980810, Obj: 0.221107, No Obj: 0.000285, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.704905, Class: 0.998976, Obj: 0.056057, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.742783, Class: 0.993810, Obj: 0.028850, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607514, Class: 0.996212, Obj: 0.021280, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2602: 0.473730, 0.389883 avg loss, 0.001000 rate, 3.913826 seconds, 166528 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.660871, Class: 0.996574, Obj: 0.503214, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823834, Class: 0.998452, Obj: 0.611983, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708559, Class: 0.997080, Obj: 0.236754, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.730931, Class: 0.996915, Obj: 0.639281, No Obj: 0.000373, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572516, Class: 0.999141, Obj: 0.091487, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.752715, Class: 0.997966, Obj: 0.219669, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639941, Class: 0.993067, Obj: 0.074999, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787113, Class: 0.996642, Obj: 0.359021, No Obj: 0.000158, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856495, Class: 0.998397, Obj: 0.469738, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.541037, Class: 0.991444, Obj: 0.111678, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728383, Class: 0.988437, Obj: 0.108614, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839168, Class: 0.998838, Obj: 0.591245, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814173, Class: 0.997990, Obj: 0.820113, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.906369, Class: 0.997543, Obj: 0.476775, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763970, Class: 0.998045, Obj: 0.613244, No Obj: 0.000399, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809272, Class: 0.994476, Obj: 0.178005, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2603: 0.318154, 0.382710 avg loss, 0.001000 rate, 3.909183 seconds, 166592 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694968, Class: 0.997331, Obj: 0.217310, No Obj: 0.000088, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837174, Class: 0.993526, Obj: 0.534298, No Obj: 0.000459, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.594819, Class: 0.995134, Obj: 0.240071, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.557759, Class: 0.994449, Obj: 0.016201, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795516, Class: 0.997429, Obj: 0.216440, No Obj: 0.000103, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.630398, Class: 0.984962, Obj: 0.583742, No Obj: 0.000369, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780718, Class: 0.996841, Obj: 0.886215, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785145, Class: 0.994364, Obj: 0.244714, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808967, Class: 0.998985, Obj: 0.719537, No Obj: 0.000437, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.791257, Class: 0.998076, Obj: 0.026343, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773041, Class: 0.997033, Obj: 0.237956, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.888372, Class: 0.999157, Obj: 0.690633, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731001, Class: 0.963409, Obj: 0.067597, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824003, Class: 0.998322, Obj: 0.219472, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664787, Class: 0.992856, Obj: 0.047809, No Obj: 0.000038, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2604: 0.301613, 0.374601 avg loss, 0.001000 rate, 3.895934 seconds, 166656 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703062, Class: 0.996694, Obj: 0.098243, No Obj: 0.000353, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.828248, Class: 0.989531, Obj: 0.145128, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926552, Class: 0.998795, Obj: 0.935711, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752348, Class: 0.995597, Obj: 0.228031, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888679, Class: 0.998469, Obj: 0.586348, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748919, Class: 0.993400, Obj: 0.061528, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747917, Class: 0.992873, Obj: 0.160123, No Obj: 0.000117, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747265, Class: 0.976813, Obj: 0.098485, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.811935, Class: 0.999303, Obj: 0.499552, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812045, Class: 0.993872, Obj: 0.265957, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748570, Class: 0.996165, Obj: 0.342338, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.774981, Class: 0.961488, Obj: 0.010545, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.824024, Class: 0.994441, Obj: 0.600273, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734405, Class: 0.997721, Obj: 0.244258, No Obj: 0.000094, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2605: 0.333078, 0.370448 avg loss, 0.001000 rate, 3.924026 seconds, 166720 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784457, Class: 0.996610, Obj: 0.136089, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617239, Class: 0.999247, Obj: 0.011085, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688113, Class: 0.997384, Obj: 0.148497, No Obj: 0.000123, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672417, Class: 0.993424, Obj: 0.128166, No Obj: 0.000135, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.711814, Class: 0.993413, Obj: 0.746077, No Obj: 0.000405, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.863835, Class: 0.997860, Obj: 0.379059, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790810, Class: 0.996884, Obj: 0.391645, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621783, Class: 0.994222, Obj: 0.065701, No Obj: 0.000070, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637274, Class: 0.980980, Obj: 0.246282, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.671760, Class: 0.993505, Obj: 0.101284, No Obj: 0.000160, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852722, Class: 0.989712, Obj: 0.267359, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686603, Class: 0.996876, Obj: 0.203642, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766916, Class: 0.997664, Obj: 0.136488, No Obj: 0.000162, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2606: 0.449169, 0.378320 avg loss, 0.001000 rate, 3.913085 seconds, 166784 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822346, Class: 0.996368, Obj: 0.630504, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619419, Class: 0.996226, Obj: 0.246915, No Obj: 0.000153, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643733, Class: 0.995394, Obj: 0.083442, No Obj: 0.000105, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816525, Class: 0.999635, Obj: 0.275970, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659083, Class: 0.997824, Obj: 0.077516, No Obj: 0.000097, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810681, Class: 0.993267, Obj: 0.079150, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731290, Class: 0.996314, Obj: 0.318682, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700425, Class: 0.999815, Obj: 0.823614, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.513605, Class: 0.996185, Obj: 0.052671, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2607: 0.275936, 0.368082 avg loss, 0.001000 rate, 3.901646 seconds, 166848 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706262, Class: 0.996642, Obj: 0.293217, No Obj: 0.000189, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795832, Class: 0.996889, Obj: 0.107709, No Obj: 0.000146, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728599, Class: 0.995780, Obj: 0.165990, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843377, Class: 0.967841, Obj: 0.287279, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.438542, Class: 0.996560, Obj: 0.131424, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.573015, Class: 0.995484, Obj: 0.073133, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852997, Class: 0.993851, Obj: 0.864251, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727550, Class: 0.994974, Obj: 0.069940, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614220, Class: 0.989233, Obj: 0.207747, No Obj: 0.000092, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708114, Class: 0.992863, Obj: 0.015478, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.829928, Class: 0.998287, Obj: 0.209678, No Obj: 0.000131, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.648502, Class: 0.991789, Obj: 0.838009, No Obj: 0.000391, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.552182, Class: 0.985721, Obj: 0.081764, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.608785, Class: 0.993597, Obj: 0.180660, No Obj: 0.000155, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2608: 0.495074, 0.380781 avg loss, 0.001000 rate, 3.906162 seconds, 166912 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873536, Class: 0.992261, Obj: 0.388686, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825510, Class: 0.996404, Obj: 0.209176, No Obj: 0.000173, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758560, Class: 0.998023, Obj: 0.393160, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855851, Class: 0.999674, Obj: 0.425156, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674107, Class: 0.987211, Obj: 0.040690, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.498165, Class: 0.993955, Obj: 0.841851, No Obj: 0.000436, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687709, Class: 0.993498, Obj: 0.158957, No Obj: 0.000094, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638109, Class: 0.993719, Obj: 0.524661, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721943, Class: 0.996951, Obj: 0.258900, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.704187, Class: 0.992082, Obj: 0.001053, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754451, Class: 0.999145, Obj: 0.268208, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753735, Class: 0.994435, Obj: 0.136536, No Obj: 0.000214, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.526214, Class: 0.885183, Obj: 0.000002, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666465, Class: 0.996859, Obj: 0.145185, No Obj: 0.000091, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800340, Class: 0.990161, Obj: 0.053105, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.403157, Class: 0.992837, Obj: 0.030901, No Obj: 0.000073, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2609: 0.388390, 0.381542 avg loss, 0.001000 rate, 3.903918 seconds, 166976 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922393, Class: 0.974150, Obj: 0.022573, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675660, Class: 0.995060, Obj: 0.104516, No Obj: 0.000181, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615510, Class: 0.997248, Obj: 0.026526, No Obj: 0.000073, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670590, Class: 0.827479, Obj: 0.254931, No Obj: 0.000237, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.737513, Class: 0.939883, Obj: 0.000636, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.900563, Class: 0.993247, Obj: 0.004499, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737054, Class: 0.996009, Obj: 0.072635, No Obj: 0.000119, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835506, Class: 0.998573, Obj: 0.592910, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709611, Class: 0.998616, Obj: 0.077246, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794636, Class: 0.982074, Obj: 0.067608, No Obj: 0.000173, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.734416, Class: 0.996883, Obj: 0.329426, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750024, Class: 0.997601, Obj: 0.145899, No Obj: 0.000094, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760286, Class: 0.984714, Obj: 0.128401, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779158, Class: 0.994732, Obj: 0.190726, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2610: 0.474028, 0.390791 avg loss, 0.001000 rate, 3.901631 seconds, 167040 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.843791, Class: 0.998870, Obj: 0.310040, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684879, Class: 0.997480, Obj: 0.507636, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774366, Class: 0.995009, Obj: 0.180285, No Obj: 0.000155, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644484, Class: 0.995047, Obj: 0.073226, No Obj: 0.000151, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685940, Class: 0.990896, Obj: 0.145753, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768201, Class: 0.999146, Obj: 0.220105, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863880, Class: 0.996347, Obj: 0.240944, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786085, Class: 0.994172, Obj: 0.457594, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.596958, Class: 0.996390, Obj: 0.112986, No Obj: 0.000101, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.691066, Class: 0.933372, Obj: 0.007708, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.739931, Class: 0.991544, Obj: 0.389742, No Obj: 0.000204, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.641547, Class: 0.985629, Obj: 0.093043, No Obj: 0.000107, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798893, Class: 0.998722, Obj: 0.202140, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.732598, Class: 0.995527, Obj: 0.007802, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.880936, Class: 0.998452, Obj: 0.147684, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687590, Class: 0.996927, Obj: 0.355190, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2611: 0.432364, 0.394948 avg loss, 0.001000 rate, 3.902410 seconds, 167104 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888493, Class: 0.998692, Obj: 0.574379, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679336, Class: 0.996541, Obj: 0.142515, No Obj: 0.000136, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748968, Class: 0.991845, Obj: 0.114383, No Obj: 0.000099, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.688051, Class: 0.969814, Obj: 0.250409, No Obj: 0.000706, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.803192, Class: 0.983354, Obj: 0.157266, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.760688, Class: 0.990373, Obj: 0.041629, No Obj: 0.000054, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761591, Class: 0.999888, Obj: 0.873036, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717719, Class: 0.998296, Obj: 0.164209, No Obj: 0.000085, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859701, Class: 0.999847, Obj: 0.722940, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.571300, Class: 0.997396, Obj: 0.014162, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.837907, Class: 0.991967, Obj: 0.141572, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.873367, Class: 0.991730, Obj: 0.202042, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764783, Class: 0.994097, Obj: 0.110618, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763670, Class: 0.996104, Obj: 0.571865, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.821160, Class: 0.998015, Obj: 0.326432, No Obj: 0.000158, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760446, Class: 0.999714, Obj: 0.217516, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772510, Class: 0.997771, Obj: 0.222952, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2612: 0.367776, 0.392231 avg loss, 0.001000 rate, 3.908575 seconds, 167168 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788346, Class: 0.993853, Obj: 0.187688, No Obj: 0.000232, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.677801, Class: 0.996149, Obj: 0.118981, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638950, Class: 0.996536, Obj: 0.016752, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734363, Class: 0.992560, Obj: 0.264730, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459154, Class: 0.991395, Obj: 0.025895, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878152, Class: 0.999774, Obj: 0.843820, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816201, Class: 0.994096, Obj: 0.169424, No Obj: 0.000175, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809617, Class: 0.997863, Obj: 0.162730, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808532, Class: 0.996524, Obj: 0.591122, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.630985, Class: 0.997595, Obj: 0.044278, No Obj: 0.000089, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818607, Class: 0.992752, Obj: 0.041258, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.634879, Class: 0.996632, Obj: 0.039930, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744446, Class: 0.999324, Obj: 0.325236, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784512, Class: 0.996936, Obj: 0.096120, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2613: 0.424466, 0.395454 avg loss, 0.001000 rate, 3.917302 seconds, 167232 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716755, Class: 0.996742, Obj: 0.079071, No Obj: 0.000035, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773257, Class: 0.999785, Obj: 0.006661, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820981, Class: 0.998075, Obj: 0.259294, No Obj: 0.000161, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.593908, Class: 0.998993, Obj: 0.829947, No Obj: 0.000417, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736961, Class: 0.997585, Obj: 0.185327, No Obj: 0.000086, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695894, Class: 0.993611, Obj: 0.108027, No Obj: 0.000084, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.752367, Class: 0.997641, Obj: 0.258316, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738952, Class: 0.995279, Obj: 0.185525, No Obj: 0.000140, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658997, Class: 0.999361, Obj: 0.544761, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.643852, Class: 0.995695, Obj: 0.084055, No Obj: 0.000113, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737398, Class: 0.997630, Obj: 0.199241, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703459, Class: 0.997561, Obj: 0.159692, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898776, Class: 0.996647, Obj: 0.365648, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.626531, Class: 0.994506, Obj: 0.270193, No Obj: 0.000126, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2614 iterations) Last accuracy mAP@0.5 = 75.66 % 2614: 0.498788, 0.405788 avg loss, 0.001000 rate, 3.906541 seconds, 167296 images calculation mAP (mean average precision)... detections_count = 1678, unique_truth_count = 323 rank = 0 of ranks = 1678 rank = 100 of ranks = 1678 rank = 200 of ranks = 1678 rank = 300 of ranks = 1678 rank = 400 of ranks = 1678 rank = 500 of ranks = 1678 rank = 600 of ranks = 1678 rank = 700 of ranks = 1678 rank = 800 of ranks = 1678 rank = 900 of ranks = 1678 rank = 1000 of ranks = 1678 rank = 1100 of ranks = 1678 rank = 1200 of ranks = 1678 rank = 1300 of ranks = 1678 rank = 1400 of ranks = 1678 rank = 1500 of ranks = 1678 rank = 1600 of ranks = 1678 class_id = 0, name = lca, ap = 73.78% (TP = 183, FP = 36) for thresh = 0.25, precision = 0.84, recall = 0.57, F1-score = 0.68 for thresh = 0.25, TP = 183, FP = 36, FN = 140, average IoU = 61.73 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.737832, or 73.78 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.737832 Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745529, Class: 0.995049, Obj: 0.102010, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.511884, Class: 0.933316, Obj: 0.011404, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865340, Class: 0.999588, Obj: 0.133624, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741902, Class: 0.993661, Obj: 0.082914, No Obj: 0.000104, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734310, Class: 0.981224, Obj: 0.000616, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788797, Class: 0.997640, Obj: 0.104562, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828919, Class: 0.993622, Obj: 0.118497, No Obj: 0.000114, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653411, Class: 0.990570, Obj: 0.006927, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.822032, Class: 0.997915, Obj: 0.006451, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720301, Class: 0.996297, Obj: 0.081859, No Obj: 0.000062, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840823, Class: 0.999238, Obj: 0.101096, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2615: 0.247045, 0.389913 avg loss, 0.001000 rate, 3.692639 seconds, 167360 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731436, Class: 0.993115, Obj: 0.139740, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650063, Class: 0.998394, Obj: 0.033665, No Obj: 0.000061, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.764387, Class: 0.991768, Obj: 0.435864, No Obj: 0.000391, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651582, Class: 0.995215, Obj: 0.107217, No Obj: 0.000098, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643616, Class: 0.997685, Obj: 0.135480, No Obj: 0.000058, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748828, Class: 0.997222, Obj: 0.159210, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.776661, Class: 0.997198, Obj: 0.082048, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802923, Class: 0.999438, Obj: 0.098481, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807251, Class: 0.996433, Obj: 0.316343, No Obj: 0.000131, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.795048, Class: 0.997660, Obj: 0.066826, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694315, Class: 0.984532, Obj: 0.081587, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.482457, Class: 0.993715, Obj: 0.171875, No Obj: 0.000067, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.737050, Class: 0.999503, Obj: 0.876216, No Obj: 0.000376, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807223, Class: 0.997849, Obj: 0.906799, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704095, Class: 0.999261, Obj: 0.211890, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2616: 0.442028, 0.395125 avg loss, 0.001000 rate, 3.921063 seconds, 167424 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826162, Class: 0.991734, Obj: 0.009663, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.900510, Class: 0.996365, Obj: 0.035650, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677082, Class: 0.992511, Obj: 0.355693, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792447, Class: 0.998012, Obj: 0.190570, No Obj: 0.000162, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.722209, Class: 0.959556, Obj: 0.253198, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786517, Class: 0.997675, Obj: 0.278189, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671513, Class: 0.996502, Obj: 0.031701, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739961, Class: 0.999290, Obj: 0.625861, No Obj: 0.000185, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.789780, Class: 0.997547, Obj: 0.340237, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692122, Class: 0.993845, Obj: 0.128813, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811127, Class: 0.997611, Obj: 0.216250, No Obj: 0.000078, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689456, Class: 0.999017, Obj: 0.786039, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657617, Class: 0.996181, Obj: 0.113971, No Obj: 0.000131, .5R: 0.750000, .75R: 0.375000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2617: 0.394489, 0.395061 avg loss, 0.001000 rate, 3.911546 seconds, 167488 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729211, Class: 0.986187, Obj: 0.140700, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751428, Class: 0.997414, Obj: 0.246392, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816589, Class: 0.967028, Obj: 0.271177, No Obj: 0.000283, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.687714, Class: 0.997643, Obj: 0.157572, No Obj: 0.000159, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917217, Class: 0.999931, Obj: 0.766483, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863374, Class: 0.997568, Obj: 0.309753, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799486, Class: 0.998268, Obj: 0.686542, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817230, Class: 0.997315, Obj: 0.294613, No Obj: 0.000193, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737289, Class: 0.982640, Obj: 0.264827, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.611360, Class: 0.996407, Obj: 0.001945, No Obj: 0.000033, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684869, Class: 0.998193, Obj: 0.143732, No Obj: 0.000100, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676575, Class: 0.999512, Obj: 0.470086, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.693871, Class: 0.995584, Obj: 0.258758, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829152, Class: 0.990456, Obj: 0.606613, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658662, Class: 0.996542, Obj: 0.221705, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2618: 0.352975, 0.390853 avg loss, 0.001000 rate, 3.907889 seconds, 167552 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782274, Class: 0.994346, Obj: 0.013073, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696244, Class: 0.996115, Obj: 0.079469, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912827, Class: 0.999287, Obj: 0.877045, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832790, Class: 0.996490, Obj: 0.265443, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.427607, Class: 0.999696, Obj: 0.072040, No Obj: 0.000050, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737173, Class: 0.998048, Obj: 0.470007, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776973, Class: 0.995249, Obj: 0.108116, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772112, Class: 0.998076, Obj: 0.419510, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785709, Class: 0.995885, Obj: 0.129875, No Obj: 0.000144, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711028, Class: 0.999451, Obj: 0.701656, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.692564, Class: 0.994668, Obj: 0.073766, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615953, Class: 0.997483, Obj: 0.251684, No Obj: 0.000162, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605112, Class: 0.993759, Obj: 0.004514, No Obj: 0.000068, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2619: 0.402022, 0.391970 avg loss, 0.001000 rate, 3.906203 seconds, 167616 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756999, Class: 0.996429, Obj: 0.222806, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821043, Class: 0.997762, Obj: 0.437345, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764867, Class: 0.993006, Obj: 0.254428, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756082, Class: 0.996855, Obj: 0.175426, No Obj: 0.000115, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886978, Class: 0.993150, Obj: 0.824554, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724722, Class: 0.997739, Obj: 0.435591, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736278, Class: 0.970293, Obj: 0.000476, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.589423, Class: 0.995498, Obj: 0.104956, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559503, Class: 0.995494, Obj: 0.080057, No Obj: 0.000067, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.764713, Class: 0.997894, Obj: 0.519581, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866153, Class: 0.999603, Obj: 0.064099, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778739, Class: 0.997979, Obj: 0.404672, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644137, Class: 0.997785, Obj: 0.088981, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2620: 0.278183, 0.380591 avg loss, 0.001000 rate, 3.903759 seconds, 167680 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598346, Class: 0.999799, Obj: 0.036792, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.881585, Class: 0.996954, Obj: 0.205284, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718364, Class: 0.998709, Obj: 0.063397, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.703828, Class: 0.994633, Obj: 0.049018, No Obj: 0.000352, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743509, Class: 0.995028, Obj: 0.200650, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.556653, Class: 0.971342, Obj: 0.107289, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795813, Class: 0.998537, Obj: 0.046759, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816997, Class: 0.996626, Obj: 0.516010, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.744514, Class: 0.995876, Obj: 0.154549, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828033, Class: 0.999946, Obj: 0.915823, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775571, Class: 0.998353, Obj: 0.179438, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865150, Class: 0.961735, Obj: 0.001818, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729111, Class: 0.998779, Obj: 0.250687, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2621: 0.262902, 0.368822 avg loss, 0.001000 rate, 3.906596 seconds, 167744 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.775089, Class: 0.997529, Obj: 0.310599, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785086, Class: 0.999739, Obj: 0.260784, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620046, Class: 0.991899, Obj: 0.313860, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.578341, Class: 0.989118, Obj: 0.001026, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732400, Class: 0.991295, Obj: 0.356827, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.843304, Class: 0.998343, Obj: 0.780446, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776217, Class: 0.997338, Obj: 0.043763, No Obj: 0.000043, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869379, Class: 0.998358, Obj: 0.193963, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867589, Class: 0.999801, Obj: 0.900587, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631441, Class: 0.990718, Obj: 0.000027, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710085, Class: 0.996053, Obj: 0.223472, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914749, Class: 0.989012, Obj: 0.004569, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659836, Class: 0.993578, Obj: 0.255177, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2622: 0.228373, 0.354777 avg loss, 0.001000 rate, 3.899018 seconds, 167808 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807215, Class: 0.997389, Obj: 0.520130, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732615, Class: 0.991771, Obj: 0.349353, No Obj: 0.000111, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699482, Class: 0.997825, Obj: 0.232687, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740429, Class: 0.999790, Obj: 0.850923, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786254, Class: 0.998206, Obj: 0.315682, No Obj: 0.000183, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811087, Class: 0.999753, Obj: 0.739314, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741723, Class: 0.998373, Obj: 0.181961, No Obj: 0.000135, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860514, Class: 0.999877, Obj: 0.434455, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.597532, Class: 0.997183, Obj: 0.072166, No Obj: 0.000071, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891060, Class: 0.997213, Obj: 0.169008, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726055, Class: 0.996212, Obj: 0.203791, No Obj: 0.000096, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792867, Class: 0.993905, Obj: 0.218683, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.805612, Class: 0.997965, Obj: 0.652377, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.761671, Class: 0.999191, Obj: 0.384299, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.619357, Class: 0.996580, Obj: 0.013576, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2623: 0.418553, 0.361155 avg loss, 0.001000 rate, 3.920635 seconds, 167872 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818467, Class: 0.997476, Obj: 0.377806, No Obj: 0.000182, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.740117, Class: 0.997987, Obj: 0.095472, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.817489, Class: 0.999775, Obj: 0.676599, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810060, Class: 0.996875, Obj: 0.262684, No Obj: 0.000129, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808012, Class: 0.995608, Obj: 0.264983, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.627336, Class: 0.993362, Obj: 0.077475, No Obj: 0.000044, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760361, Class: 0.998390, Obj: 0.165161, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.933141, Class: 0.995672, Obj: 0.242893, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723974, Class: 0.997189, Obj: 0.098653, No Obj: 0.000034, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742317, Class: 0.996775, Obj: 0.035301, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719106, Class: 0.994036, Obj: 0.060031, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744005, Class: 0.992514, Obj: 0.039118, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843197, Class: 0.998736, Obj: 0.021466, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2624: 0.292605, 0.354300 avg loss, 0.001000 rate, 3.902877 seconds, 167936 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658842, Class: 0.997887, Obj: 0.201814, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764794, Class: 0.993560, Obj: 0.066650, No Obj: 0.000140, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.894330, Class: 0.969647, Obj: 0.573155, No Obj: 0.000459, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.675718, Class: 0.995862, Obj: 0.008662, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.629322, Class: 0.993776, Obj: 0.143018, No Obj: 0.000076, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633276, Class: 0.996375, Obj: 0.127335, No Obj: 0.000113, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791000, Class: 0.991291, Obj: 0.594113, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.830377, Class: 0.997263, Obj: 0.032632, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.921183, Class: 0.999483, Obj: 0.652646, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821722, Class: 0.999189, Obj: 0.326178, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720728, Class: 0.996545, Obj: 0.176976, No Obj: 0.000063, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2625: 0.338698, 0.352740 avg loss, 0.001000 rate, 3.923973 seconds, 168000 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611931, Class: 0.997870, Obj: 0.251197, No Obj: 0.000110, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.790999, Class: 0.992154, Obj: 0.003828, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.672418, Class: 0.999506, Obj: 0.013716, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653909, Class: 0.996378, Obj: 0.193960, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763210, Class: 0.997781, Obj: 0.472113, No Obj: 0.000178, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.667940, Class: 0.988643, Obj: 0.019497, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813684, Class: 0.998015, Obj: 0.234392, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793664, Class: 0.999898, Obj: 0.894805, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637205, Class: 0.996712, Obj: 0.109619, No Obj: 0.000154, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861930, Class: 0.974959, Obj: 0.098276, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819344, Class: 0.998516, Obj: 0.303500, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715402, Class: 0.990416, Obj: 0.301007, No Obj: 0.000300, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.528769, Class: 0.995431, Obj: 0.001660, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854806, Class: 0.999434, Obj: 0.167373, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.820296, Class: 0.997165, Obj: 0.402159, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2626: 0.400041, 0.357470 avg loss, 0.001000 rate, 3.924706 seconds, 168064 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.721521, Class: 0.994344, Obj: 0.346806, No Obj: 0.000600, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687271, Class: 0.996248, Obj: 0.229676, No Obj: 0.000149, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.826346, Class: 0.908715, Obj: 0.007345, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.881440, Class: 0.999644, Obj: 0.604213, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661571, Class: 0.989817, Obj: 0.161112, No Obj: 0.000180, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754789, Class: 0.995392, Obj: 0.135149, No Obj: 0.000086, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631096, Class: 0.999713, Obj: 0.354168, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638245, Class: 0.998396, Obj: 0.328991, No Obj: 0.000144, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810723, Class: 0.995546, Obj: 0.132902, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668296, Class: 0.993071, Obj: 0.130839, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.618365, Class: 0.995597, Obj: 0.175756, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681837, Class: 0.997158, Obj: 0.418284, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.870884, Class: 0.998467, Obj: 0.587582, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858026, Class: 0.996311, Obj: 0.287380, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.492202, Class: 0.989778, Obj: 0.011301, No Obj: 0.000079, .5R: 0.333333, .75R: 0.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2627: 0.497971, 0.371520 avg loss, 0.001000 rate, 3.916394 seconds, 168128 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.837232, Class: 0.989569, Obj: 0.243890, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783941, Class: 0.999865, Obj: 0.794965, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701962, Class: 0.985759, Obj: 0.056564, No Obj: 0.000045, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815986, Class: 0.999336, Obj: 0.114084, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646314, Class: 0.994146, Obj: 0.035194, No Obj: 0.000078, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833107, Class: 0.999239, Obj: 0.259210, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694170, Class: 0.997762, Obj: 0.105140, No Obj: 0.000120, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751228, Class: 0.997865, Obj: 0.160130, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.854271, Class: 0.986971, Obj: 0.163319, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.614186, Class: 0.999379, Obj: 0.001163, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661516, Class: 0.993653, Obj: 0.076603, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830254, Class: 0.994675, Obj: 0.117228, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720103, Class: 0.986081, Obj: 0.061879, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823118, Class: 0.993200, Obj: 0.029714, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.630457, Class: 0.991074, Obj: 0.088820, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2628: 0.524174, 0.386785 avg loss, 0.001000 rate, 3.927113 seconds, 168192 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.749072, Class: 0.996937, Obj: 0.686560, No Obj: 0.000378, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.958698, Class: 0.999821, Obj: 0.926850, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753554, Class: 0.996651, Obj: 0.172105, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900402, Class: 0.999585, Obj: 0.807391, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.350641, Class: 0.990367, Obj: 0.021799, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701020, Class: 0.981670, Obj: 0.255831, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.877515, Class: 0.998923, Obj: 0.036706, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628032, Class: 0.999788, Obj: 0.399092, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690877, Class: 0.996095, Obj: 0.128349, No Obj: 0.000171, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701243, Class: 0.997964, Obj: 0.143905, No Obj: 0.000107, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793669, Class: 0.996734, Obj: 0.237124, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706793, Class: 0.998593, Obj: 0.518567, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737015, Class: 0.996286, Obj: 0.120140, No Obj: 0.000095, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797466, Class: 0.981966, Obj: 0.218245, No Obj: 0.000191, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.778761, Class: 0.998611, Obj: 0.133242, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2629: 0.399437, 0.388050 avg loss, 0.001000 rate, 3.919444 seconds, 168256 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859008, Class: 0.994919, Obj: 0.306697, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.754673, Class: 0.998123, Obj: 0.257934, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819100, Class: 0.994131, Obj: 0.268577, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780330, Class: 0.998338, Obj: 0.173541, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874530, Class: 0.994303, Obj: 0.447276, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747734, Class: 0.997556, Obj: 0.188313, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722740, Class: 0.997767, Obj: 0.199314, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841626, Class: 0.996688, Obj: 0.545478, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.695091, Class: 0.997826, Obj: 0.180617, No Obj: 0.000187, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847646, Class: 0.999270, Obj: 0.599273, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705637, Class: 0.997409, Obj: 0.086722, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830833, Class: 0.998918, Obj: 0.124901, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639853, Class: 0.992983, Obj: 0.065592, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.972096, Class: 0.988523, Obj: 0.036626, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691642, Class: 0.996897, Obj: 0.159114, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2630: 0.313138, 0.380559 avg loss, 0.001000 rate, 3.921310 seconds, 168320 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.600221, Class: 0.986405, Obj: 0.001166, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569284, Class: 0.999423, Obj: 0.141799, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800629, Class: 0.993903, Obj: 0.302811, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726453, Class: 0.995957, Obj: 0.222313, No Obj: 0.000183, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.717082, Class: 0.996001, Obj: 0.063475, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.824475, Class: 0.997554, Obj: 0.039746, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.906748, Class: 0.998516, Obj: 0.229679, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654063, Class: 0.998313, Obj: 0.197520, No Obj: 0.000107, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.591518, Class: 0.986137, Obj: 0.037657, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712836, Class: 0.992078, Obj: 0.019642, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716442, Class: 0.999454, Obj: 0.191779, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809632, Class: 0.998473, Obj: 0.064339, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2631: 0.296187, 0.372122 avg loss, 0.001000 rate, 3.906575 seconds, 168384 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.711642, Class: 0.999499, Obj: 0.513730, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.879198, Class: 0.994662, Obj: 0.055736, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791714, Class: 0.997805, Obj: 0.133411, No Obj: 0.000166, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794549, Class: 0.997991, Obj: 0.085785, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.546835, Class: 0.993430, Obj: 0.013151, No Obj: 0.000088, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.697770, Class: 0.994110, Obj: 0.037724, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.657342, Class: 0.983024, Obj: 0.067690, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719835, Class: 0.995374, Obj: 0.049921, No Obj: 0.000132, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.752594, Class: 0.986326, Obj: 0.733374, No Obj: 0.000450, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.939266, Class: 0.994541, Obj: 0.790958, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739208, Class: 0.995972, Obj: 0.075147, No Obj: 0.000154, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.764816, Class: 0.996833, Obj: 0.877883, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664015, Class: 0.995391, Obj: 0.126242, No Obj: 0.000092, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.730814, Class: 0.991869, Obj: 0.392908, No Obj: 0.000172, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814505, Class: 0.999538, Obj: 0.747552, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715840, Class: 0.998794, Obj: 0.264973, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.863273, Class: 0.992586, Obj: 0.235101, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675854, Class: 0.992041, Obj: 0.065202, No Obj: 0.000172, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769237, Class: 0.983009, Obj: 0.642617, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719497, Class: 0.994878, Obj: 0.119647, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2632: 0.578158, 0.392726 avg loss, 0.001000 rate, 3.926505 seconds, 168448 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811549, Class: 0.999040, Obj: 0.310554, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.693849, Class: 0.998092, Obj: 0.165177, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786646, Class: 0.998466, Obj: 0.822957, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756067, Class: 0.999099, Obj: 0.243743, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676132, Class: 0.995912, Obj: 0.085262, No Obj: 0.000086, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920642, Class: 0.999417, Obj: 0.434277, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739749, Class: 0.987376, Obj: 0.277165, No Obj: 0.000120, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863078, Class: 0.987834, Obj: 0.098936, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748260, Class: 0.995612, Obj: 0.042445, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856091, Class: 0.999665, Obj: 0.150873, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684793, Class: 0.994523, Obj: 0.096387, No Obj: 0.000144, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834970, Class: 0.999784, Obj: 0.788124, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.419743, Class: 0.991428, Obj: 0.095384, No Obj: 0.000073, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840653, Class: 0.976647, Obj: 0.160491, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770835, Class: 0.996934, Obj: 0.199960, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2633: 0.466089, 0.400062 avg loss, 0.001000 rate, 3.916142 seconds, 168512 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778965, Class: 0.999529, Obj: 0.244690, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673670, Class: 0.996779, Obj: 0.263534, No Obj: 0.000104, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633283, Class: 0.996186, Obj: 0.025270, No Obj: 0.000040, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.666502, Class: 0.993896, Obj: 0.262785, No Obj: 0.000454, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.761980, Class: 0.981191, Obj: 0.027841, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.762408, Class: 0.993385, Obj: 0.032112, No Obj: 0.000154, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796854, Class: 0.983917, Obj: 0.028964, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.616285, Class: 0.994081, Obj: 0.006951, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000328, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795898, Class: 0.989476, Obj: 0.429138, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780862, Class: 0.996557, Obj: 0.137208, No Obj: 0.000104, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793624, Class: 0.998771, Obj: 0.369288, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666899, Class: 0.995737, Obj: 0.070530, No Obj: 0.000098, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686038, Class: 0.991303, Obj: 0.097876, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802528, Class: 0.998821, Obj: 0.109150, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805514, Class: 0.999845, Obj: 0.815827, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780735, Class: 0.999281, Obj: 0.130125, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2634: 0.586604, 0.418716 avg loss, 0.001000 rate, 3.913600 seconds, 168576 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759235, Class: 0.999796, Obj: 0.576590, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691379, Class: 0.996781, Obj: 0.001648, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885041, Class: 0.998400, Obj: 0.684372, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756303, Class: 0.997646, Obj: 0.137373, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833784, Class: 0.995942, Obj: 0.573287, No Obj: 0.000366, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.878520, Class: 0.997795, Obj: 0.034877, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798686, Class: 0.996287, Obj: 0.098583, No Obj: 0.000101, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873659, Class: 0.995787, Obj: 0.035925, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802964, Class: 0.998336, Obj: 0.274733, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.581820, Class: 0.980186, Obj: 0.000357, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655483, Class: 0.998926, Obj: 0.244335, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2635: 0.247665, 0.401611 avg loss, 0.001000 rate, 3.908134 seconds, 168640 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.831559, Class: 0.999660, Obj: 0.567722, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823344, Class: 0.996844, Obj: 0.529641, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870028, Class: 0.997357, Obj: 0.086479, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.782187, Class: 0.998075, Obj: 0.103118, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805254, Class: 0.996225, Obj: 0.761642, No Obj: 0.000421, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.645189, Class: 0.992893, Obj: 0.047813, No Obj: 0.000129, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.887203, Class: 0.996070, Obj: 0.056305, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823125, Class: 0.990606, Obj: 0.705797, No Obj: 0.000511, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.654774, Class: 0.998565, Obj: 0.168056, No Obj: 0.000124, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.850236, Class: 0.999406, Obj: 0.632601, No Obj: 0.000419, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.770081, Class: 0.990667, Obj: 0.346520, No Obj: 0.000359, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.715815, Class: 0.996358, Obj: 0.156686, No Obj: 0.000146, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734488, Class: 0.998624, Obj: 0.211104, No Obj: 0.000152, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.401456, Class: 0.952447, Obj: 0.000096, No Obj: 0.000026, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807036, Class: 0.997165, Obj: 0.139897, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.652183, Class: 0.984360, Obj: 0.061708, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.856249, Class: 0.997688, Obj: 0.282720, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626148, Class: 0.994853, Obj: 0.040497, No Obj: 0.000094, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2636: 0.485249, 0.409975 avg loss, 0.001000 rate, 3.916215 seconds, 168704 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.637586, Class: 0.998275, Obj: 0.521320, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789520, Class: 0.988726, Obj: 0.011955, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732587, Class: 0.996673, Obj: 0.130125, No Obj: 0.000148, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883448, Class: 0.996713, Obj: 0.552037, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774308, Class: 0.997490, Obj: 0.106186, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746986, Class: 0.999962, Obj: 0.121496, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.843131, Class: 0.998144, Obj: 0.239674, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848001, Class: 0.996129, Obj: 0.185115, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680086, Class: 0.982586, Obj: 0.007382, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761292, Class: 0.998326, Obj: 0.224091, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756956, Class: 0.997845, Obj: 0.113131, No Obj: 0.000085, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793352, Class: 0.999124, Obj: 0.558122, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745297, Class: 0.998117, Obj: 0.114389, No Obj: 0.000108, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846327, Class: 0.999596, Obj: 0.753196, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698654, Class: 0.987604, Obj: 0.122660, No Obj: 0.000124, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2637: 0.392873, 0.408265 avg loss, 0.001000 rate, 3.922694 seconds, 168768 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734592, Class: 0.991416, Obj: 0.089827, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771072, Class: 0.997899, Obj: 0.197392, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863902, Class: 0.997807, Obj: 0.959043, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617530, Class: 0.997687, Obj: 0.020523, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753248, Class: 0.980914, Obj: 0.257738, No Obj: 0.000322, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.782403, Class: 0.995362, Obj: 0.069241, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703342, Class: 0.981845, Obj: 0.592983, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693308, Class: 0.996096, Obj: 0.092488, No Obj: 0.000136, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.784751, Class: 0.995335, Obj: 0.261087, No Obj: 0.000413, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.860750, Class: 0.989324, Obj: 0.458344, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.773877, Class: 0.996175, Obj: 0.210079, No Obj: 0.000173, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.741314, Class: 0.994445, Obj: 0.807796, No Obj: 0.000404, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704605, Class: 0.994344, Obj: 0.145904, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674965, Class: 0.997373, Obj: 0.146037, No Obj: 0.000095, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762142, Class: 0.988404, Obj: 0.467025, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710851, Class: 0.997645, Obj: 0.214582, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.899597, Class: 0.995360, Obj: 0.395915, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727831, Class: 0.996844, Obj: 0.217658, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2638: 0.544297, 0.421868 avg loss, 0.001000 rate, 3.922790 seconds, 168832 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.744685, Class: 0.943420, Obj: 0.002443, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787467, Class: 0.998617, Obj: 0.444763, No Obj: 0.000148, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875230, Class: 0.997602, Obj: 0.775979, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718096, Class: 0.997085, Obj: 0.102900, No Obj: 0.000068, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795139, Class: 0.994943, Obj: 0.145400, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689796, Class: 0.994293, Obj: 0.128874, No Obj: 0.000079, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635903, Class: 0.996247, Obj: 0.209604, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905634, Class: 0.998085, Obj: 0.511355, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727098, Class: 0.996298, Obj: 0.065835, No Obj: 0.000101, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868149, Class: 0.995274, Obj: 0.027624, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855412, Class: 0.993223, Obj: 0.620015, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750529, Class: 0.999081, Obj: 0.101066, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2639: 0.280966, 0.407778 avg loss, 0.001000 rate, 3.919385 seconds, 168896 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661863, Class: 0.995543, Obj: 0.367698, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.779739, Class: 0.995526, Obj: 0.012385, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730173, Class: 0.995636, Obj: 0.653477, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759822, Class: 0.998554, Obj: 0.280190, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842357, Class: 0.983776, Obj: 0.000318, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645969, Class: 0.997348, Obj: 0.133553, No Obj: 0.000119, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861204, Class: 0.991321, Obj: 0.404620, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.788231, Class: 0.996338, Obj: 0.168401, No Obj: 0.000100, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756553, Class: 0.998323, Obj: 0.140634, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805391, Class: 0.999770, Obj: 0.607794, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705930, Class: 0.997289, Obj: 0.166453, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.703257, Class: 0.988963, Obj: 0.052523, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.877871, Class: 0.986405, Obj: 0.102288, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.893005, Class: 0.997688, Obj: 0.202592, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2640: 0.279837, 0.394984 avg loss, 0.001000 rate, 3.906737 seconds, 168960 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740598, Class: 0.995728, Obj: 0.121674, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718124, Class: 0.997483, Obj: 0.071176, No Obj: 0.000133, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766984, Class: 0.999798, Obj: 0.444004, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.874811, Class: 0.998240, Obj: 0.030705, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.816237, Class: 0.991674, Obj: 0.005726, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.725007, Class: 0.999913, Obj: 0.678741, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.172782, Class: 0.998029, Obj: 0.023654, No Obj: 0.000045, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811178, Class: 0.977934, Obj: 0.011005, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629419, Class: 0.997842, Obj: 0.077868, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752921, Class: 0.999391, Obj: 0.950918, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793214, Class: 0.997698, Obj: 0.260131, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.624464, Class: 0.949770, Obj: 0.195684, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.732575, Class: 0.983687, Obj: 0.138048, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696674, Class: 0.990527, Obj: 0.006330, No Obj: 0.000032, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773648, Class: 0.998875, Obj: 0.303470, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2641: 0.393236, 0.394809 avg loss, 0.001000 rate, 3.909601 seconds, 169024 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737095, Class: 0.998332, Obj: 0.798544, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693802, Class: 0.997152, Obj: 0.284094, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820191, Class: 0.986017, Obj: 0.264256, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.832377, Class: 0.998031, Obj: 0.126864, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742630, Class: 0.992018, Obj: 0.162512, No Obj: 0.000302, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.702612, Class: 0.989387, Obj: 0.073466, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770474, Class: 0.996134, Obj: 0.676701, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746533, Class: 0.995072, Obj: 0.108328, No Obj: 0.000099, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865917, Class: 0.997259, Obj: 0.136118, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727310, Class: 0.997607, Obj: 0.290949, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754522, Class: 0.995943, Obj: 0.282969, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727457, Class: 0.981409, Obj: 0.051309, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.788785, Class: 0.997150, Obj: 0.188226, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2642: 0.307634, 0.386091 avg loss, 0.001000 rate, 3.919907 seconds, 169088 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801546, Class: 0.999012, Obj: 0.212226, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872874, Class: 0.999747, Obj: 0.349824, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776836, Class: 0.992351, Obj: 0.237341, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832039, Class: 0.995071, Obj: 0.208092, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.799472, Class: 0.994813, Obj: 0.029431, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708056, Class: 0.995310, Obj: 0.211289, No Obj: 0.000169, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.801733, Class: 0.984860, Obj: 0.347593, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635267, Class: 0.994765, Obj: 0.006359, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.827249, Class: 0.995585, Obj: 0.058970, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.910937, Class: 0.956734, Obj: 0.000696, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865826, Class: 0.999569, Obj: 0.203734, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744725, Class: 0.990421, Obj: 0.314324, No Obj: 0.000210, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641878, Class: 0.983792, Obj: 0.035099, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.753641, Class: 0.997232, Obj: 0.084457, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813387, Class: 0.980378, Obj: 0.377105, No Obj: 0.000196, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.696645, Class: 0.995127, Obj: 0.268882, No Obj: 0.000142, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2643: 0.383032, 0.385785 avg loss, 0.001000 rate, 3.915431 seconds, 169152 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.842415, Class: 0.998958, Obj: 0.636743, No Obj: 0.000465, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758104, Class: 0.999644, Obj: 0.881986, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695158, Class: 0.994412, Obj: 0.042884, No Obj: 0.000088, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691196, Class: 0.997635, Obj: 0.022160, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801752, Class: 0.994954, Obj: 0.288485, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.623942, Class: 0.998653, Obj: 0.148579, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852808, Class: 0.999714, Obj: 0.908985, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714607, Class: 0.996203, Obj: 0.380602, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776441, Class: 0.986108, Obj: 0.014281, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.874426, Class: 0.998446, Obj: 0.637386, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816062, Class: 0.998095, Obj: 0.836987, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.594742, Class: 0.995024, Obj: 0.217098, No Obj: 0.000112, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838953, Class: 0.990661, Obj: 0.131463, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801009, Class: 0.997546, Obj: 0.405911, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556858, Class: 0.994887, Obj: 0.064522, No Obj: 0.000100, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2644: 0.388170, 0.386024 avg loss, 0.001000 rate, 3.916994 seconds, 169216 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768432, Class: 0.997095, Obj: 0.184490, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.535749, Class: 0.978090, Obj: 0.002175, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772395, Class: 0.996136, Obj: 0.281124, No Obj: 0.000152, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829948, Class: 0.997767, Obj: 0.617905, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762684, Class: 0.991828, Obj: 0.052868, No Obj: 0.000151, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728678, Class: 0.999775, Obj: 0.567128, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609569, Class: 0.996868, Obj: 0.160444, No Obj: 0.000080, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655404, Class: 0.993549, Obj: 0.308013, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.647454, Class: 0.995852, Obj: 0.219646, No Obj: 0.000078, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781133, Class: 0.990225, Obj: 0.076587, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666326, Class: 0.976602, Obj: 0.096760, No Obj: 0.000174, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754337, Class: 0.998206, Obj: 0.579211, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666541, Class: 0.997766, Obj: 0.287555, No Obj: 0.000204, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559689, Class: 0.999330, Obj: 0.085607, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2645: 0.498876, 0.397309 avg loss, 0.001000 rate, 3.921801 seconds, 169280 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.755257, Class: 0.960673, Obj: 0.276047, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835645, Class: 0.994966, Obj: 0.296577, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751588, Class: 0.995384, Obj: 0.297290, No Obj: 0.000216, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.774846, Class: 0.998638, Obj: 0.323809, No Obj: 0.000138, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.555188, Class: 0.937393, Obj: 0.004488, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.744238, Class: 0.998586, Obj: 0.008978, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709251, Class: 0.996004, Obj: 0.223772, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813740, Class: 0.991609, Obj: 0.148512, No Obj: 0.000121, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873186, Class: 0.999785, Obj: 0.807369, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667324, Class: 0.994009, Obj: 0.099533, No Obj: 0.000104, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738026, Class: 0.993915, Obj: 0.139262, No Obj: 0.000129, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2646: 0.307615, 0.388340 avg loss, 0.001000 rate, 3.919381 seconds, 169344 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751979, Class: 0.990397, Obj: 0.043716, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708978, Class: 0.994017, Obj: 0.008623, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692635, Class: 0.971299, Obj: 0.240207, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689144, Class: 0.991392, Obj: 0.227736, No Obj: 0.000134, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.860482, Class: 0.999471, Obj: 0.833356, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671747, Class: 0.994210, Obj: 0.015595, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.741869, Class: 0.996004, Obj: 0.008525, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840588, Class: 0.970328, Obj: 0.240884, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.811985, Class: 0.996724, Obj: 0.228347, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.780615, Class: 0.993932, Obj: 0.165625, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.844377, Class: 0.985101, Obj: 0.028485, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811237, Class: 0.996550, Obj: 0.415521, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867020, Class: 0.992103, Obj: 0.195360, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698004, Class: 0.997925, Obj: 0.087891, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796425, Class: 0.995407, Obj: 0.432135, No Obj: 0.000298, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.753355, Class: 0.993619, Obj: 0.168158, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738835, Class: 0.997881, Obj: 0.128643, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2647: 0.399546, 0.389460 avg loss, 0.001000 rate, 3.913508 seconds, 169408 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754866, Class: 0.975239, Obj: 0.157662, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.855183, Class: 0.994998, Obj: 0.343111, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806451, Class: 0.998609, Obj: 0.558901, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709987, Class: 0.999408, Obj: 0.622116, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818880, Class: 0.996784, Obj: 0.139908, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772403, Class: 0.998395, Obj: 0.641451, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781817, Class: 0.997163, Obj: 0.229556, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773175, Class: 0.992569, Obj: 0.500094, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739304, Class: 0.991596, Obj: 0.133813, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.609436, Class: 0.996565, Obj: 0.003821, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728579, Class: 0.961835, Obj: 0.007776, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.804998, Class: 0.997482, Obj: 0.181511, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715900, Class: 0.993976, Obj: 0.140196, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702740, Class: 0.997578, Obj: 0.437149, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2648: 0.246845, 0.375199 avg loss, 0.001000 rate, 3.921071 seconds, 169472 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.779182, Class: 0.998562, Obj: 0.565397, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801065, Class: 0.996641, Obj: 0.262627, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828500, Class: 0.993118, Obj: 0.299386, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.787022, Class: 0.975672, Obj: 0.000304, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805455, Class: 0.999002, Obj: 0.679299, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746831, Class: 0.995986, Obj: 0.044465, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902211, Class: 0.977606, Obj: 0.313036, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768503, Class: 0.997897, Obj: 0.506027, No Obj: 0.000239, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871518, Class: 0.999837, Obj: 0.863319, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675584, Class: 0.993931, Obj: 0.129022, No Obj: 0.000111, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781129, Class: 0.996111, Obj: 0.174267, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919376, Class: 0.985120, Obj: 0.175394, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755879, Class: 0.997089, Obj: 0.405320, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.727964, Class: 0.999116, Obj: 0.341291, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807759, Class: 0.990879, Obj: 0.894199, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721820, Class: 0.994544, Obj: 0.232961, No Obj: 0.000156, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790798, Class: 0.992396, Obj: 0.105441, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762592, Class: 0.997376, Obj: 0.309281, No Obj: 0.000212, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2649: 0.334388, 0.371118 avg loss, 0.001000 rate, 3.904953 seconds, 169536 images Loaded: 0.000068 seconds Region 82 Avg IOU: 0.762586, Class: 0.942443, Obj: 0.000261, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818806, Class: 0.995476, Obj: 0.226988, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833157, Class: 0.993095, Obj: 0.753167, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701083, Class: 0.996398, Obj: 0.198935, No Obj: 0.000134, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.502526, Class: 0.794703, Obj: 0.000177, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.459657, Class: 0.998838, Obj: 0.013798, No Obj: 0.000052, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.591100, Class: 0.997490, Obj: 0.570654, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674249, Class: 0.997904, Obj: 0.322977, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904049, Class: 0.994769, Obj: 0.402208, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.631116, Class: 0.990282, Obj: 0.090557, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.732620, Class: 0.956627, Obj: 0.041337, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.739442, Class: 0.991209, Obj: 0.331212, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758152, Class: 0.995583, Obj: 0.010217, No Obj: 0.000023, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641772, Class: 0.995798, Obj: 0.153114, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.805722, Class: 0.978783, Obj: 0.028302, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.373316, Class: 0.994015, Obj: 0.005489, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2650: 0.356577, 0.369664 avg loss, 0.001000 rate, 3.908556 seconds, 169600 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737113, Class: 0.988525, Obj: 0.494284, No Obj: 0.000325, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710211, Class: 0.997296, Obj: 0.400803, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685562, Class: 0.996362, Obj: 0.149154, No Obj: 0.000047, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656716, Class: 0.995524, Obj: 0.111607, No Obj: 0.000085, .5R: 0.857143, .75R: 0.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768683, Class: 0.998414, Obj: 0.254796, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.632149, Class: 0.998821, Obj: 0.421805, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.863089, Class: 0.998115, Obj: 0.140861, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742695, Class: 0.995259, Obj: 0.169628, No Obj: 0.000146, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.804147, Class: 0.997625, Obj: 0.674377, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774032, Class: 0.996472, Obj: 0.406399, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815917, Class: 0.988008, Obj: 0.475647, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789557, Class: 0.994560, Obj: 0.199668, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670026, Class: 0.997665, Obj: 0.116798, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2651: 0.377380, 0.370435 avg loss, 0.001000 rate, 3.910157 seconds, 169664 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669653, Class: 0.996296, Obj: 0.142605, No Obj: 0.000061, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818746, Class: 0.990065, Obj: 0.048018, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640589, Class: 0.996852, Obj: 0.199322, No Obj: 0.000113, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556854, Class: 0.994346, Obj: 0.178315, No Obj: 0.000061, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.564615, Class: 0.993353, Obj: 0.021441, No Obj: 0.000038, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.823322, Class: 0.998097, Obj: 0.129311, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.835922, Class: 0.999752, Obj: 0.419652, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713303, Class: 0.994835, Obj: 0.071886, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.892322, Class: 0.993248, Obj: 0.150598, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793853, Class: 0.996538, Obj: 0.264082, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676422, Class: 0.992980, Obj: 0.033027, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798316, Class: 0.997982, Obj: 0.277860, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.753057, Class: 0.997719, Obj: 0.053947, No Obj: 0.000294, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761116, Class: 0.995216, Obj: 0.334007, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2652: 0.406288, 0.374021 avg loss, 0.001000 rate, 3.928511 seconds, 169728 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775484, Class: 0.998332, Obj: 0.585990, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.561167, Class: 0.996751, Obj: 0.012924, No Obj: 0.000045, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773820, Class: 0.999226, Obj: 0.686835, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859493, Class: 0.997651, Obj: 0.435277, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.595103, Class: 0.991388, Obj: 0.004148, No Obj: 0.000068, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637414, Class: 0.997130, Obj: 0.267623, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727270, Class: 0.970276, Obj: 0.170932, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.745066, Class: 0.998540, Obj: 0.733087, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819199, Class: 0.996868, Obj: 0.221774, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.761053, Class: 0.982920, Obj: 0.397634, No Obj: 0.000389, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.682572, Class: 0.943263, Obj: 0.052128, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.649989, Class: 0.995405, Obj: 0.244285, No Obj: 0.000093, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.860984, Class: 0.996721, Obj: 0.530473, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813880, Class: 0.997102, Obj: 0.250755, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.824810, Class: 0.993867, Obj: 0.136296, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929540, Class: 0.995422, Obj: 0.066070, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845988, Class: 0.996840, Obj: 0.292353, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2653: 0.347789, 0.371397 avg loss, 0.001000 rate, 3.919547 seconds, 169792 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810843, Class: 0.986221, Obj: 0.278251, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.844158, Class: 0.998432, Obj: 0.308353, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.745684, Class: 0.996114, Obj: 0.429404, No Obj: 0.000403, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.841844, Class: 0.998934, Obj: 0.133723, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826212, Class: 0.995622, Obj: 0.181243, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.648426, Class: 0.984205, Obj: 0.862222, No Obj: 0.000743, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.729161, Class: 0.991693, Obj: 0.045018, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687138, Class: 0.998430, Obj: 0.202617, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630958, Class: 0.965996, Obj: 0.156971, No Obj: 0.000125, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768905, Class: 0.994042, Obj: 0.013240, No Obj: 0.000036, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786911, Class: 0.993801, Obj: 0.232254, No Obj: 0.000087, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.790653, Class: 0.996418, Obj: 0.147466, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692437, Class: 0.995371, Obj: 0.120349, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892363, Class: 0.998602, Obj: 0.868668, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802105, Class: 0.991905, Obj: 0.110884, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.592434, Class: 0.999449, Obj: 0.857895, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.878350, Class: 0.992314, Obj: 0.139103, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671828, Class: 0.996922, Obj: 0.220605, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2654: 0.406087, 0.374866 avg loss, 0.001000 rate, 3.906512 seconds, 169856 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.762200, Class: 0.997209, Obj: 0.075232, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756840, Class: 0.997644, Obj: 0.284109, No Obj: 0.000202, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813126, Class: 0.984336, Obj: 0.327855, No Obj: 0.000273, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814587, Class: 0.996039, Obj: 0.110276, No Obj: 0.000172, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000332, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642921, Class: 0.984765, Obj: 0.309538, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800287, Class: 0.977167, Obj: 0.000477, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771648, Class: 0.996374, Obj: 0.198355, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.686846, Class: 0.995593, Obj: 0.030314, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741353, Class: 0.997883, Obj: 0.062440, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884144, Class: 0.984165, Obj: 0.329502, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.590632, Class: 0.996840, Obj: 0.073134, No Obj: 0.000068, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628928, Class: 0.990437, Obj: 0.031691, No Obj: 0.000070, .5R: 0.818182, .75R: 0.272727, count: 11 Region 82 Avg IOU: 0.655309, Class: 0.998654, Obj: 0.552556, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674333, Class: 0.991979, Obj: 0.085121, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2655: 0.532559, 0.390636 avg loss, 0.001000 rate, 3.900702 seconds, 169920 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702984, Class: 0.996759, Obj: 0.112158, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694658, Class: 0.922687, Obj: 0.000020, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718461, Class: 0.997780, Obj: 0.061950, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.634698, Class: 0.969333, Obj: 0.187140, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736719, Class: 0.968861, Obj: 0.002205, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720042, Class: 0.991767, Obj: 0.018127, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688724, Class: 0.989226, Obj: 0.070622, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.835179, Class: 0.997062, Obj: 0.287927, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.694255, Class: 0.997631, Obj: 0.483776, No Obj: 0.000523, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.824161, Class: 0.993693, Obj: 0.265927, No Obj: 0.000359, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.768048, Class: 0.997553, Obj: 0.232059, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.592822, Class: 0.988900, Obj: 0.052720, No Obj: 0.000161, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.798364, Class: 0.995983, Obj: 0.060500, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792133, Class: 0.995587, Obj: 0.130046, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767247, Class: 0.992138, Obj: 0.175031, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742369, Class: 0.997472, Obj: 0.070776, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753754, Class: 0.994723, Obj: 0.225882, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558943, Class: 0.997246, Obj: 0.113805, No Obj: 0.000045, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2656: 0.376407, 0.389213 avg loss, 0.001000 rate, 3.919571 seconds, 169984 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752486, Class: 0.996720, Obj: 0.242502, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722632, Class: 0.995076, Obj: 0.073156, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854375, Class: 0.999410, Obj: 0.092492, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723973, Class: 0.996288, Obj: 0.201289, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849143, Class: 0.999478, Obj: 0.025493, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.429614, Class: 0.992043, Obj: 0.010662, No Obj: 0.000085, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687685, Class: 0.998840, Obj: 0.246994, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.757116, Class: 0.996897, Obj: 0.196654, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.875704, Class: 0.995075, Obj: 0.257106, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.814823, Class: 0.999706, Obj: 0.784161, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686397, Class: 0.996415, Obj: 0.288706, No Obj: 0.000198, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848019, Class: 0.999147, Obj: 0.473727, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.633661, Class: 0.995129, Obj: 0.109890, No Obj: 0.000148, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919989, Class: 0.999391, Obj: 0.748101, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841791, Class: 0.998730, Obj: 0.454462, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2657: 0.374169, 0.387708 avg loss, 0.001000 rate, 3.911040 seconds, 170048 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721180, Class: 0.976162, Obj: 0.032910, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657377, Class: 0.997613, Obj: 0.146740, No Obj: 0.000133, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.791569, Class: 0.996239, Obj: 0.162659, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659724, Class: 0.996328, Obj: 0.225588, No Obj: 0.000119, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822719, Class: 0.995976, Obj: 0.400371, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.698090, Class: 0.998437, Obj: 0.142360, No Obj: 0.000174, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707295, Class: 0.996282, Obj: 0.207977, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740840, Class: 0.997071, Obj: 0.276366, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741338, Class: 0.996908, Obj: 0.278991, No Obj: 0.000127, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.855121, Class: 0.996799, Obj: 0.204033, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.560029, Class: 0.995349, Obj: 0.086128, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737644, Class: 0.996174, Obj: 0.138268, No Obj: 0.000125, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.780207, Class: 0.990790, Obj: 0.002997, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824804, Class: 0.997934, Obj: 0.262138, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743878, Class: 0.997761, Obj: 0.306886, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2658: 0.434687, 0.392406 avg loss, 0.001000 rate, 3.917997 seconds, 170112 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692488, Class: 0.993937, Obj: 0.154926, No Obj: 0.000122, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765876, Class: 0.998143, Obj: 0.319356, No Obj: 0.000145, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866798, Class: 0.996198, Obj: 0.135295, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805336, Class: 0.998285, Obj: 0.390229, No Obj: 0.000152, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766081, Class: 0.985895, Obj: 0.106121, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.840792, Class: 0.997733, Obj: 0.062101, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708722, Class: 0.996163, Obj: 0.116949, No Obj: 0.000172, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753532, Class: 0.992455, Obj: 0.452560, No Obj: 0.000303, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.636743, Class: 0.996813, Obj: 0.034443, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775026, Class: 0.996321, Obj: 0.526691, No Obj: 0.000327, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.712734, Class: 0.997082, Obj: 0.248129, No Obj: 0.000116, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2659: 0.401068, 0.393272 avg loss, 0.001000 rate, 3.927279 seconds, 170176 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.538978, Class: 0.995328, Obj: 0.087050, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846671, Class: 0.997827, Obj: 0.163542, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.448301, Class: 0.990194, Obj: 0.018951, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832608, Class: 0.993064, Obj: 0.528731, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.839849, Class: 0.997243, Obj: 0.299738, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834192, Class: 0.999102, Obj: 0.919511, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793144, Class: 0.996371, Obj: 0.236051, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632076, Class: 0.997145, Obj: 0.090218, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740900, Class: 0.982575, Obj: 0.002663, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824055, Class: 0.999016, Obj: 0.109790, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673095, Class: 0.996845, Obj: 0.148924, No Obj: 0.000125, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664822, Class: 0.995333, Obj: 0.035695, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.817004, Class: 0.994943, Obj: 0.054383, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2660: 0.361371, 0.390082 avg loss, 0.001000 rate, 3.918383 seconds, 170240 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.713645, Class: 0.994348, Obj: 0.053466, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.892676, Class: 0.994943, Obj: 0.345162, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856059, Class: 0.998811, Obj: 0.540412, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707792, Class: 0.995133, Obj: 0.003245, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.654585, Class: 0.995892, Obj: 0.107895, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824914, Class: 0.979492, Obj: 0.006886, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.521156, Class: 0.990670, Obj: 0.057449, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.568433, Class: 0.978549, Obj: 0.012213, No Obj: 0.000479, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.797949, Class: 0.993039, Obj: 0.132734, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708565, Class: 0.994604, Obj: 0.129110, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.763951, Class: 0.996639, Obj: 0.620300, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877363, Class: 0.997950, Obj: 0.433805, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831593, Class: 0.997213, Obj: 0.256707, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.730383, Class: 0.960546, Obj: 0.756001, No Obj: 0.000575, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793073, Class: 0.998194, Obj: 0.368956, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706980, Class: 0.996894, Obj: 0.223876, No Obj: 0.000088, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855694, Class: 0.997554, Obj: 0.743122, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711094, Class: 0.994896, Obj: 0.134191, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2661: 0.350256, 0.386100 avg loss, 0.001000 rate, 3.917221 seconds, 170304 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887303, Class: 0.999403, Obj: 0.541100, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833606, Class: 0.998592, Obj: 0.296964, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.852292, Class: 0.994745, Obj: 0.314790, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695458, Class: 0.995794, Obj: 0.084869, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000460, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781517, Class: 0.993524, Obj: 0.243559, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.645098, Class: 0.992078, Obj: 0.219086, No Obj: 0.000043, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654411, Class: 0.997719, Obj: 0.042132, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739719, Class: 0.990748, Obj: 0.543162, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830419, Class: 0.997416, Obj: 0.310062, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820490, Class: 0.995242, Obj: 0.610830, No Obj: 0.000499, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.810538, Class: 0.996846, Obj: 0.122267, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925130, Class: 0.999393, Obj: 0.523468, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645128, Class: 0.989949, Obj: 0.000009, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2662: 0.290790, 0.376569 avg loss, 0.001000 rate, 3.911722 seconds, 170368 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673651, Class: 0.997238, Obj: 0.173808, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.759782, Class: 0.998551, Obj: 0.422368, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674830, Class: 0.997909, Obj: 0.255759, No Obj: 0.000105, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.803293, Class: 0.999301, Obj: 0.926917, No Obj: 0.000568, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705833, Class: 0.998553, Obj: 0.408534, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766829, Class: 0.976680, Obj: 0.073229, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727720, Class: 0.997588, Obj: 0.222962, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783033, Class: 0.990866, Obj: 0.001013, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784965, Class: 0.994980, Obj: 0.134177, No Obj: 0.000101, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670416, Class: 0.994533, Obj: 0.115845, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674658, Class: 0.995862, Obj: 0.245500, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.790380, Class: 0.994549, Obj: 0.239268, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732048, Class: 0.995997, Obj: 0.074947, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719474, Class: 0.961514, Obj: 0.061850, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815175, Class: 0.998667, Obj: 0.367275, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2663: 0.313946, 0.370306 avg loss, 0.001000 rate, 3.930845 seconds, 170432 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774340, Class: 0.998073, Obj: 0.060566, No Obj: 0.000037, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837655, Class: 0.999130, Obj: 0.365167, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.772927, Class: 0.998287, Obj: 0.232607, No Obj: 0.000154, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637423, Class: 0.999236, Obj: 0.216996, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.761448, Class: 0.949617, Obj: 0.370568, No Obj: 0.000503, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818995, Class: 0.996998, Obj: 0.186555, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809404, Class: 0.998827, Obj: 0.037037, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.711688, Class: 0.961701, Obj: 0.427492, No Obj: 0.000675, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741900, Class: 0.995814, Obj: 0.043684, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791743, Class: 0.998721, Obj: 0.147124, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766236, Class: 0.999718, Obj: 0.382679, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734411, Class: 0.997052, Obj: 0.040841, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814775, Class: 0.997437, Obj: 0.253163, No Obj: 0.000134, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2664: 0.285064, 0.361782 avg loss, 0.001000 rate, 3.930042 seconds, 170496 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664538, Class: 0.996341, Obj: 0.129619, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830266, Class: 0.988354, Obj: 0.106776, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790164, Class: 0.982153, Obj: 0.248677, No Obj: 0.000286, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.616824, Class: 0.993901, Obj: 0.000672, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831316, Class: 0.999571, Obj: 0.911267, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800420, Class: 0.996517, Obj: 0.123724, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873510, Class: 0.997429, Obj: 0.099456, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000392, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762129, Class: 0.990488, Obj: 0.352906, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762871, Class: 0.998440, Obj: 0.236778, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.490870, Class: 0.981217, Obj: 0.131135, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826236, Class: 0.997266, Obj: 0.186556, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742194, Class: 0.996688, Obj: 0.114747, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2665: 0.356922, 0.361296 avg loss, 0.001000 rate, 3.930362 seconds, 170560 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.756750, Class: 0.990471, Obj: 0.481946, No Obj: 0.000488, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.639376, Class: 0.999839, Obj: 0.303456, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828793, Class: 0.999398, Obj: 0.434462, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841972, Class: 0.981229, Obj: 0.058218, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.762239, Class: 0.998818, Obj: 0.120179, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726984, Class: 0.995288, Obj: 0.023657, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.805434, Class: 0.998882, Obj: 0.446793, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898451, Class: 0.992889, Obj: 0.058742, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735325, Class: 0.992216, Obj: 0.050109, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799654, Class: 0.998657, Obj: 0.105912, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789930, Class: 0.999819, Obj: 0.828885, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732360, Class: 0.997464, Obj: 0.142089, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875125, Class: 0.995754, Obj: 0.142943, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784051, Class: 0.996640, Obj: 0.177512, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844939, Class: 0.994357, Obj: 0.410020, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800313, Class: 0.997617, Obj: 0.084444, No Obj: 0.000080, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2666: 0.245383, 0.349705 avg loss, 0.001000 rate, 3.920908 seconds, 170624 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785207, Class: 0.998373, Obj: 0.236848, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683756, Class: 0.994584, Obj: 0.086987, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.873751, Class: 0.996281, Obj: 0.011753, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766220, Class: 0.994278, Obj: 0.264769, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724943, Class: 0.996186, Obj: 0.155020, No Obj: 0.000075, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827399, Class: 0.979563, Obj: 0.006592, No Obj: 0.000004, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765945, Class: 0.999172, Obj: 0.213637, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833031, Class: 0.999938, Obj: 0.315685, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826310, Class: 0.997279, Obj: 0.299677, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688211, Class: 0.999347, Obj: 0.371830, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695272, Class: 0.997420, Obj: 0.167261, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2667: 0.204559, 0.335190 avg loss, 0.001000 rate, 3.912433 seconds, 170688 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.793183, Class: 0.985191, Obj: 0.248165, No Obj: 0.000475, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.761833, Class: 0.992294, Obj: 0.300389, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705388, Class: 0.997300, Obj: 0.014655, No Obj: 0.000043, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710960, Class: 0.979760, Obj: 0.024985, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537198, Class: 0.998673, Obj: 0.027596, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840614, Class: 0.995794, Obj: 0.384128, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755261, Class: 0.995902, Obj: 0.078679, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.609975, Class: 0.988956, Obj: 0.166440, No Obj: 0.000155, .5R: 0.636364, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875730, Class: 0.997737, Obj: 0.313870, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838007, Class: 0.998303, Obj: 0.176561, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652951, Class: 0.995952, Obj: 0.069855, No Obj: 0.000080, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799362, Class: 0.997836, Obj: 0.215285, No Obj: 0.000123, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849921, Class: 0.997825, Obj: 0.347112, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.752707, Class: 0.999128, Obj: 0.384961, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2668: 0.529749, 0.354646 avg loss, 0.001000 rate, 3.926648 seconds, 170752 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000346, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688349, Class: 0.997353, Obj: 0.248913, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.697543, Class: 0.997062, Obj: 0.281461, No Obj: 0.000141, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.707054, Class: 0.997363, Obj: 0.663217, No Obj: 0.000418, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.768080, Class: 0.997331, Obj: 0.365151, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828406, Class: 0.995403, Obj: 0.404482, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673184, Class: 0.994305, Obj: 0.311268, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.694383, Class: 0.992168, Obj: 0.132126, No Obj: 0.000095, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834736, Class: 0.996952, Obj: 0.316789, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875536, Class: 0.999073, Obj: 0.712636, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672810, Class: 0.999832, Obj: 0.250743, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749361, Class: 0.996404, Obj: 0.180999, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603151, Class: 0.983498, Obj: 0.251415, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805959, Class: 0.990850, Obj: 0.077863, No Obj: 0.000147, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2669: 0.327915, 0.351973 avg loss, 0.001000 rate, 3.909088 seconds, 170816 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.640137, Class: 0.959711, Obj: 0.484474, No Obj: 0.000777, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.879495, Class: 0.995355, Obj: 0.201705, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812490, Class: 0.996582, Obj: 0.000902, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897218, Class: 0.995973, Obj: 0.226182, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788782, Class: 0.990826, Obj: 0.200288, No Obj: 0.000113, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895611, Class: 0.996664, Obj: 0.334992, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.613938, Class: 0.992649, Obj: 0.240633, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547191, Class: 0.998347, Obj: 0.172229, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743205, Class: 0.991055, Obj: 0.242457, No Obj: 0.000199, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835992, Class: 0.998793, Obj: 0.461898, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728648, Class: 0.995246, Obj: 0.310278, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.635118, Class: 0.998570, Obj: 0.594209, No Obj: 0.000288, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775993, Class: 0.994733, Obj: 0.006463, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742633, Class: 0.995043, Obj: 0.235559, No Obj: 0.000233, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2670: 0.323245, 0.349100 avg loss, 0.001000 rate, 3.911783 seconds, 170880 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726361, Class: 0.998840, Obj: 0.594790, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724768, Class: 0.995924, Obj: 0.435440, No Obj: 0.000187, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942511, Class: 0.997469, Obj: 0.482712, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668696, Class: 0.998695, Obj: 0.114355, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765310, Class: 0.985959, Obj: 0.093272, No Obj: 0.000254, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.879566, Class: 0.999041, Obj: 0.199159, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795438, Class: 0.999798, Obj: 0.422990, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834065, Class: 0.998491, Obj: 0.525685, No Obj: 0.000414, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.765576, Class: 0.997085, Obj: 0.330340, No Obj: 0.000195, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758223, Class: 0.999785, Obj: 0.437572, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758259, Class: 0.995957, Obj: 0.186472, No Obj: 0.000207, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725562, Class: 0.997067, Obj: 0.219767, No Obj: 0.000118, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.741676, Class: 0.998218, Obj: 0.589827, No Obj: 0.000405, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751459, Class: 0.971667, Obj: 0.000530, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727844, Class: 0.974256, Obj: 0.028775, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2671: 0.369131, 0.351103 avg loss, 0.001000 rate, 3.924023 seconds, 170944 images Loaded: 0.000112 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754529, Class: 0.999927, Obj: 0.205584, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711672, Class: 0.998798, Obj: 0.484136, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933363, Class: 0.999365, Obj: 0.541936, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684418, Class: 0.994024, Obj: 0.222630, No Obj: 0.000130, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801906, Class: 0.997281, Obj: 0.658529, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.571859, Class: 0.991216, Obj: 0.106906, No Obj: 0.000082, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.727344, Class: 0.995726, Obj: 0.466482, No Obj: 0.000706, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648940, Class: 0.988762, Obj: 0.139209, No Obj: 0.000112, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826504, Class: 0.998393, Obj: 0.387082, No Obj: 0.000237, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.842452, Class: 0.996523, Obj: 0.193538, No Obj: 0.000147, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816002, Class: 0.999301, Obj: 0.388132, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724250, Class: 0.995734, Obj: 0.010509, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610252, Class: 0.997693, Obj: 0.068609, No Obj: 0.000123, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749120, Class: 0.990978, Obj: 0.034445, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.823469, Class: 0.998286, Obj: 0.190095, No Obj: 0.000230, .5R: 1.000000, .75R: 0.888889, count: 9 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2672: 0.462341, 0.362227 avg loss, 0.001000 rate, 3.922655 seconds, 171008 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827950, Class: 0.999676, Obj: 0.689764, No Obj: 0.000356, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.613183, Class: 0.995964, Obj: 0.138001, No Obj: 0.000132, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760893, Class: 0.998154, Obj: 0.487995, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739287, Class: 0.997513, Obj: 0.313472, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.499684, Class: 0.984980, Obj: 0.046763, No Obj: 0.000082, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840209, Class: 0.997630, Obj: 0.190227, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756256, Class: 0.995587, Obj: 0.267876, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.648106, Class: 0.991854, Obj: 0.259358, No Obj: 0.000697, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.895604, Class: 0.996186, Obj: 0.025156, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.654404, Class: 0.997319, Obj: 0.030370, No Obj: 0.000083, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584154, Class: 0.998315, Obj: 0.400110, No Obj: 0.000060, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755422, Class: 0.995597, Obj: 0.025867, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721916, Class: 0.992391, Obj: 0.150895, No Obj: 0.000113, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720327, Class: 0.995720, Obj: 0.283526, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.830480, Class: 0.992472, Obj: 0.455243, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2673: 0.372770, 0.363281 avg loss, 0.001000 rate, 3.921781 seconds, 171072 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829358, Class: 0.999464, Obj: 0.497208, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.813856, Class: 0.999795, Obj: 0.277769, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795903, Class: 0.996553, Obj: 0.598810, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732650, Class: 0.996563, Obj: 0.357376, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709200, Class: 0.998071, Obj: 0.245999, No Obj: 0.000089, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.802180, Class: 0.996731, Obj: 0.368395, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843209, Class: 0.995766, Obj: 0.105397, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728865, Class: 0.998080, Obj: 0.479499, No Obj: 0.000149, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.915126, Class: 0.991950, Obj: 0.120430, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691062, Class: 0.984244, Obj: 0.002760, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711416, Class: 0.996243, Obj: 0.193422, No Obj: 0.000103, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892957, Class: 0.999947, Obj: 0.929100, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867807, Class: 0.996849, Obj: 0.084804, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2674: 0.261859, 0.353139 avg loss, 0.001000 rate, 3.924344 seconds, 171136 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750456, Class: 0.994352, Obj: 0.466662, No Obj: 0.000396, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760248, Class: 0.996688, Obj: 0.262721, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.540611, Class: 0.993360, Obj: 0.287429, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778302, Class: 0.994223, Obj: 0.105821, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715877, Class: 0.998718, Obj: 0.144717, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.909841, Class: 0.996392, Obj: 0.222547, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.788869, Class: 0.994658, Obj: 0.273111, No Obj: 0.000492, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.750878, Class: 0.996592, Obj: 0.068992, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731934, Class: 0.996696, Obj: 0.272865, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761708, Class: 0.992447, Obj: 0.019931, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675697, Class: 0.995812, Obj: 0.009046, No Obj: 0.000056, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793294, Class: 0.998119, Obj: 0.493175, No Obj: 0.000249, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669665, Class: 0.992606, Obj: 0.062517, No Obj: 0.000097, .5R: 0.777778, .75R: 0.333333, count: 9 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2675: 0.385482, 0.356373 avg loss, 0.001000 rate, 3.918091 seconds, 171200 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818133, Class: 0.989324, Obj: 0.220350, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643683, Class: 0.994011, Obj: 0.004448, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847739, Class: 0.993974, Obj: 0.351502, No Obj: 0.000385, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700560, Class: 0.997178, Obj: 0.242290, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.724010, Class: 0.997906, Obj: 0.049570, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720385, Class: 0.998195, Obj: 0.287589, No Obj: 0.000098, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698305, Class: 0.998658, Obj: 0.094983, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910483, Class: 0.997118, Obj: 0.588727, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.597346, Class: 0.949892, Obj: 0.268430, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.923237, Class: 0.986064, Obj: 0.063567, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692258, Class: 0.994499, Obj: 0.131994, No Obj: 0.000104, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732736, Class: 0.998654, Obj: 0.244189, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795713, Class: 0.997091, Obj: 0.188476, No Obj: 0.000154, .5R: 0.888889, .75R: 0.666667, count: 9 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2676: 0.304181, 0.351154 avg loss, 0.001000 rate, 3.915080 seconds, 171264 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843490, Class: 0.997559, Obj: 0.835165, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752758, Class: 0.998290, Obj: 0.140490, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725531, Class: 0.997620, Obj: 0.412284, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711531, Class: 0.998468, Obj: 0.303053, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693365, Class: 0.997816, Obj: 0.097905, No Obj: 0.000067, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756016, Class: 0.996213, Obj: 0.246051, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836368, Class: 0.976058, Obj: 0.120460, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809880, Class: 0.997919, Obj: 0.153656, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842573, Class: 0.985680, Obj: 0.001478, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720361, Class: 0.996513, Obj: 0.070482, No Obj: 0.000101, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590227, Class: 0.986809, Obj: 0.001231, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840978, Class: 0.997942, Obj: 0.140756, No Obj: 0.000103, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780231, Class: 0.987311, Obj: 0.133449, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651335, Class: 0.990181, Obj: 0.064444, No Obj: 0.000042, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2677: 0.402353, 0.356274 avg loss, 0.001000 rate, 3.918973 seconds, 171328 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.757573, Class: 0.990373, Obj: 0.288916, No Obj: 0.000340, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606404, Class: 0.986353, Obj: 0.053724, No Obj: 0.000031, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906283, Class: 0.995226, Obj: 0.266346, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769811, Class: 0.997069, Obj: 0.024456, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.781883, Class: 0.995987, Obj: 0.066424, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731812, Class: 0.996217, Obj: 0.147137, No Obj: 0.000168, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762886, Class: 0.997358, Obj: 0.163286, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861125, Class: 0.998440, Obj: 0.058122, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730108, Class: 0.996193, Obj: 0.275421, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.625171, Class: 0.982533, Obj: 0.004334, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.804718, Class: 0.997488, Obj: 0.408685, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.906364, Class: 0.997655, Obj: 0.487980, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.812054, Class: 0.997813, Obj: 0.142096, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.614395, Class: 0.995811, Obj: 0.000316, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767984, Class: 0.998628, Obj: 0.207985, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891223, Class: 0.992886, Obj: 0.637435, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2678: 0.394491, 0.360096 avg loss, 0.001000 rate, 3.924849 seconds, 171392 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870026, Class: 0.990067, Obj: 0.001239, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821925, Class: 0.996811, Obj: 0.081872, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734019, Class: 0.997501, Obj: 0.286760, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881974, Class: 0.991171, Obj: 0.029597, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878016, Class: 0.994916, Obj: 0.294677, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.701202, Class: 0.994394, Obj: 0.101262, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796210, Class: 0.998553, Obj: 0.136899, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716528, Class: 0.995345, Obj: 0.019892, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813459, Class: 0.997140, Obj: 0.110359, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700269, Class: 0.996786, Obj: 0.123520, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.866176, Class: 0.996376, Obj: 0.461131, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814056, Class: 0.989069, Obj: 0.356854, No Obj: 0.000335, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.662957, Class: 0.991349, Obj: 0.081022, No Obj: 0.000017, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2679: 0.303676, 0.354454 avg loss, 0.001000 rate, 3.925384 seconds, 171456 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.824600, Class: 0.992736, Obj: 0.033260, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657963, Class: 0.994736, Obj: 0.220495, No Obj: 0.000074, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915808, Class: 0.989691, Obj: 0.612291, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813709, Class: 0.997995, Obj: 0.134040, No Obj: 0.000120, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.767085, Class: 0.998801, Obj: 0.808462, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657067, Class: 0.998077, Obj: 0.139880, No Obj: 0.000093, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666515, Class: 0.995874, Obj: 0.096174, No Obj: 0.000044, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919186, Class: 0.981543, Obj: 0.098959, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741687, Class: 0.999475, Obj: 0.207385, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841223, Class: 0.996656, Obj: 0.098129, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815043, Class: 0.999830, Obj: 0.497407, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809453, Class: 0.995805, Obj: 0.192937, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.816448, Class: 0.995172, Obj: 0.164131, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2680: 0.290306, 0.348039 avg loss, 0.001000 rate, 3.923939 seconds, 171520 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846321, Class: 0.999099, Obj: 0.616274, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795864, Class: 0.998508, Obj: 0.466283, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779791, Class: 0.996875, Obj: 0.169576, No Obj: 0.000249, .5R: 1.000000, .75R: 0.666667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843980, Class: 0.993497, Obj: 0.274203, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762205, Class: 0.996082, Obj: 0.096486, No Obj: 0.000095, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815294, Class: 0.994186, Obj: 0.096642, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.581440, Class: 0.992469, Obj: 0.053795, No Obj: 0.000103, .5R: 0.500000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.818624, Class: 0.992175, Obj: 0.135746, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.817844, Class: 0.993369, Obj: 0.164724, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.831892, Class: 0.998263, Obj: 0.023341, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.831333, Class: 0.998336, Obj: 0.086006, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811225, Class: 0.998408, Obj: 0.263831, No Obj: 0.000179, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831115, Class: 0.995449, Obj: 0.000857, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736658, Class: 0.998962, Obj: 0.291730, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685538, Class: 0.991056, Obj: 0.156653, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755691, Class: 0.995620, Obj: 0.230275, No Obj: 0.000224, .5R: 0.800000, .75R: 0.600000, count: 10 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2681: 0.485387, 0.361774 avg loss, 0.001000 rate, 3.924455 seconds, 171584 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853074, Class: 0.997906, Obj: 0.345094, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.644474, Class: 0.996572, Obj: 0.158092, No Obj: 0.000212, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703715, Class: 0.996609, Obj: 0.278005, No Obj: 0.000113, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900726, Class: 0.976953, Obj: 0.000117, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741427, Class: 0.996654, Obj: 0.207112, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.766878, Class: 0.989724, Obj: 0.545262, No Obj: 0.000368, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833910, Class: 0.997799, Obj: 0.067685, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799417, Class: 0.995376, Obj: 0.565108, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798225, Class: 0.999013, Obj: 0.365461, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620525, Class: 0.996333, Obj: 0.299700, No Obj: 0.000173, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768421, Class: 0.996355, Obj: 0.205944, No Obj: 0.000190, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829376, Class: 0.997923, Obj: 0.356729, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793449, Class: 0.997551, Obj: 0.542268, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2682: 0.442589, 0.369855 avg loss, 0.001000 rate, 3.932770 seconds, 171648 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713762, Class: 0.996995, Obj: 0.168916, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739494, Class: 0.992987, Obj: 0.761927, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.533370, Class: 0.999000, Obj: 0.064304, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608596, Class: 0.989183, Obj: 0.201779, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769655, Class: 0.996069, Obj: 0.282300, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840587, Class: 0.997229, Obj: 0.261500, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738054, Class: 0.997612, Obj: 0.528243, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857976, Class: 0.998175, Obj: 0.596714, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752536, Class: 0.996931, Obj: 0.294045, No Obj: 0.000290, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755416, Class: 0.998224, Obj: 0.070623, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.898235, Class: 0.985657, Obj: 0.344456, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661610, Class: 0.996393, Obj: 0.251717, No Obj: 0.000181, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2683: 0.309907, 0.363861 avg loss, 0.001000 rate, 3.905098 seconds, 171712 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822090, Class: 0.990435, Obj: 0.213707, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642216, Class: 0.990698, Obj: 0.157602, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864214, Class: 0.984009, Obj: 0.016559, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737212, Class: 0.997650, Obj: 0.185178, No Obj: 0.000171, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749524, Class: 0.998788, Obj: 0.221002, No Obj: 0.000143, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.715838, Class: 0.997847, Obj: 0.279509, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.894196, Class: 0.975543, Obj: 0.456213, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867829, Class: 0.997675, Obj: 0.032986, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814084, Class: 0.993867, Obj: 0.316369, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.707572, Class: 0.996528, Obj: 0.188200, No Obj: 0.000138, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777943, Class: 0.994549, Obj: 0.023805, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713250, Class: 0.995823, Obj: 0.030020, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807567, Class: 0.999780, Obj: 0.702962, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760395, Class: 0.999086, Obj: 0.200916, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757340, Class: 0.989361, Obj: 0.119825, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.811252, Class: 0.998157, Obj: 0.129964, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2684: 0.386583, 0.366133 avg loss, 0.001000 rate, 3.903796 seconds, 171776 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.712096, Class: 0.986200, Obj: 0.035629, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666548, Class: 0.994897, Obj: 0.060714, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865680, Class: 0.989230, Obj: 0.075505, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771286, Class: 0.997294, Obj: 0.006998, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778740, Class: 0.997487, Obj: 0.257698, No Obj: 0.000126, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690012, Class: 0.993066, Obj: 0.425991, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.835270, Class: 0.995139, Obj: 0.382778, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732316, Class: 0.997743, Obj: 0.309580, No Obj: 0.000190, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768929, Class: 0.996479, Obj: 0.035280, No Obj: 0.000026, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.684408, Class: 0.996162, Obj: 0.126464, No Obj: 0.000123, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783131, Class: 0.998155, Obj: 0.732057, No Obj: 0.000281, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.725275, Class: 0.996749, Obj: 0.293853, No Obj: 0.000192, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.635279, Class: 0.993191, Obj: 0.012754, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788124, Class: 0.978811, Obj: 0.195334, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721788, Class: 0.995927, Obj: 0.084988, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2685: 0.366132, 0.366133 avg loss, 0.001000 rate, 3.903627 seconds, 171840 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.763525, Class: 0.992042, Obj: 0.542151, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.759786, Class: 0.968974, Obj: 0.059083, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753677, Class: 0.999216, Obj: 0.745584, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733287, Class: 0.997608, Obj: 0.254053, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787666, Class: 0.999353, Obj: 0.263987, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832967, Class: 0.992007, Obj: 0.121137, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843509, Class: 0.997274, Obj: 0.332215, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000270, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855092, Class: 0.998996, Obj: 0.760764, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784297, Class: 0.998338, Obj: 0.320423, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792315, Class: 0.998404, Obj: 0.127473, No Obj: 0.000129, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.644740, Class: 0.993635, Obj: 0.104756, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.802803, Class: 0.991887, Obj: 0.279220, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805716, Class: 0.995403, Obj: 0.187089, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838793, Class: 0.995403, Obj: 0.007368, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754802, Class: 0.994043, Obj: 0.026160, No Obj: 0.000091, .5R: 0.875000, .75R: 0.750000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2686: 0.243002, 0.353820 avg loss, 0.001000 rate, 3.919968 seconds, 171904 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832680, Class: 0.990398, Obj: 0.159206, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657505, Class: 0.993603, Obj: 0.097238, No Obj: 0.000115, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777210, Class: 0.995717, Obj: 0.083370, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791533, Class: 0.995040, Obj: 0.195504, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752755, Class: 0.994860, Obj: 0.056352, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.704839, Class: 0.992241, Obj: 0.358972, No Obj: 0.000477, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799329, Class: 0.996486, Obj: 0.185750, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545485, Class: 0.994825, Obj: 0.148179, No Obj: 0.000071, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741284, Class: 0.928928, Obj: 0.184316, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.868092, Class: 0.996923, Obj: 0.073248, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893630, Class: 0.999634, Obj: 0.305551, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740914, Class: 0.997381, Obj: 0.227497, No Obj: 0.000159, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.767211, Class: 0.993987, Obj: 0.074000, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647515, Class: 0.996624, Obj: 0.169040, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2687: 0.431938, 0.361631 avg loss, 0.001000 rate, 3.911540 seconds, 171968 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679890, Class: 0.995908, Obj: 0.175243, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710357, Class: 0.996121, Obj: 0.073938, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824990, Class: 0.999306, Obj: 0.077666, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722355, Class: 0.996153, Obj: 0.240148, No Obj: 0.000161, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655537, Class: 0.995273, Obj: 0.008177, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752288, Class: 0.995387, Obj: 0.249719, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819907, Class: 0.990593, Obj: 0.022312, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836882, Class: 0.995300, Obj: 0.218562, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730661, Class: 0.973581, Obj: 0.177914, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.785525, Class: 0.995706, Obj: 0.049831, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783487, Class: 0.996537, Obj: 0.187821, No Obj: 0.000116, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.763297, Class: 0.996800, Obj: 0.472140, No Obj: 0.000437, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824712, Class: 0.997939, Obj: 0.208584, No Obj: 0.000170, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2688: 0.375604, 0.363029 avg loss, 0.001000 rate, 3.921012 seconds, 172032 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.750622, Class: 0.997437, Obj: 0.389855, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742789, Class: 0.996366, Obj: 0.211572, No Obj: 0.000085, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776862, Class: 0.998638, Obj: 0.201558, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717969, Class: 0.996011, Obj: 0.275726, No Obj: 0.000200, .5R: 1.000000, .75R: 0.181818, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801781, Class: 0.997932, Obj: 0.374319, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.582022, Class: 0.997322, Obj: 0.140117, No Obj: 0.000139, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846458, Class: 0.993020, Obj: 0.077711, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.650817, Class: 0.993841, Obj: 0.006264, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.672441, Class: 0.994436, Obj: 0.069725, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.738451, Class: 0.999394, Obj: 0.570926, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807698, Class: 0.996545, Obj: 0.198776, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727410, Class: 0.994321, Obj: 0.260664, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000370, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787432, Class: 0.994452, Obj: 0.202085, No Obj: 0.000300, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.926086, Class: 0.997470, Obj: 0.297250, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678854, Class: 0.993669, Obj: 0.354353, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2689: 0.437655, 0.370491 avg loss, 0.001000 rate, 3.910380 seconds, 172096 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805769, Class: 0.999044, Obj: 0.076004, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813998, Class: 0.994485, Obj: 0.155548, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400429, Class: 0.995733, Obj: 0.016824, No Obj: 0.000020, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799153, Class: 0.996050, Obj: 0.302415, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714805, Class: 0.994356, Obj: 0.285364, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782416, Class: 0.999761, Obj: 0.862408, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620973, Class: 0.998777, Obj: 0.253196, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.768240, Class: 0.996813, Obj: 0.656785, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749603, Class: 0.996014, Obj: 0.212836, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.697399, Class: 0.996650, Obj: 0.152802, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765150, Class: 0.999847, Obj: 0.880933, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712581, Class: 0.996218, Obj: 0.232081, No Obj: 0.000141, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840595, Class: 0.998785, Obj: 0.753942, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857585, Class: 0.997773, Obj: 0.256692, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766802, Class: 0.997228, Obj: 0.245337, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2690: 0.305567, 0.363999 avg loss, 0.001000 rate, 3.914206 seconds, 172160 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611971, Class: 0.977011, Obj: 0.055764, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814918, Class: 0.998537, Obj: 0.218613, No Obj: 0.000154, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.731955, Class: 0.996004, Obj: 0.481052, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.753010, Class: 0.995419, Obj: 0.396683, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752032, Class: 0.992434, Obj: 0.151567, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922745, Class: 0.993531, Obj: 0.751884, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628080, Class: 0.993166, Obj: 0.032213, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838965, Class: 0.995119, Obj: 0.415991, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660614, Class: 0.995051, Obj: 0.126297, No Obj: 0.000123, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741727, Class: 0.996938, Obj: 0.197240, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747729, Class: 0.997595, Obj: 0.190685, No Obj: 0.000095, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748849, Class: 0.988419, Obj: 0.004327, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823219, Class: 0.997942, Obj: 0.248789, No Obj: 0.000146, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.587100, Class: 0.968816, Obj: 0.073303, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.869874, Class: 0.999476, Obj: 0.469435, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740388, Class: 0.997310, Obj: 0.270784, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2691: 0.420774, 0.369676 avg loss, 0.001000 rate, 3.926917 seconds, 172224 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810721, Class: 0.999004, Obj: 0.562337, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709475, Class: 0.942402, Obj: 0.000277, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806847, Class: 0.994779, Obj: 0.108445, No Obj: 0.000109, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751748, Class: 0.999370, Obj: 0.367722, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729192, Class: 0.992788, Obj: 0.392955, No Obj: 0.000190, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649037, Class: 0.991686, Obj: 0.005848, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722181, Class: 0.997321, Obj: 0.176667, No Obj: 0.000128, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.801811, Class: 0.997741, Obj: 0.368806, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707807, Class: 0.995705, Obj: 0.037947, No Obj: 0.000042, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739889, Class: 0.997001, Obj: 0.240303, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796475, Class: 0.999052, Obj: 0.276431, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724463, Class: 0.999562, Obj: 0.399059, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827222, Class: 0.999330, Obj: 0.198447, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2692: 0.312238, 0.363933 avg loss, 0.001000 rate, 3.917603 seconds, 172288 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682358, Class: 0.999161, Obj: 0.006553, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794396, Class: 0.995658, Obj: 0.214814, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.828509, Class: 0.990469, Obj: 0.435895, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516183, Class: 0.995224, Obj: 0.031960, No Obj: 0.000069, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754806, Class: 0.952858, Obj: 0.028563, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.720475, Class: 0.996155, Obj: 0.222845, No Obj: 0.000139, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810779, Class: 0.993888, Obj: 0.246347, No Obj: 0.000367, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.658823, Class: 0.997832, Obj: 0.016165, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744449, Class: 0.999839, Obj: 0.133005, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.626669, Class: 0.997573, Obj: 0.431945, No Obj: 0.000096, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791444, Class: 0.998564, Obj: 0.409315, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798273, Class: 0.998147, Obj: 0.376013, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.785152, Class: 0.996606, Obj: 0.169947, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.810133, Class: 0.999497, Obj: 0.171014, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736477, Class: 0.996654, Obj: 0.143645, No Obj: 0.000137, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750579, Class: 0.985138, Obj: 0.211090, No Obj: 0.000215, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.744357, Class: 0.999078, Obj: 0.186935, No Obj: 0.000180, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2693: 0.439284, 0.371468 avg loss, 0.001000 rate, 3.912234 seconds, 172352 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729957, Class: 0.995220, Obj: 0.170672, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802172, Class: 0.993720, Obj: 0.220356, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831070, Class: 0.998663, Obj: 0.479298, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689252, Class: 0.992494, Obj: 0.046072, No Obj: 0.000095, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836848, Class: 0.979652, Obj: 0.004356, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811830, Class: 0.999232, Obj: 0.260835, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776413, Class: 0.996754, Obj: 0.224476, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674955, Class: 0.996713, Obj: 0.183383, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783884, Class: 0.998487, Obj: 0.392408, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855653, Class: 0.997095, Obj: 0.256386, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680479, Class: 0.997360, Obj: 0.094292, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709803, Class: 0.999530, Obj: 0.352018, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719411, Class: 0.922289, Obj: 0.019630, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2694: 0.279090, 0.362230 avg loss, 0.001000 rate, 3.912391 seconds, 172416 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790726, Class: 0.997420, Obj: 0.189465, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808130, Class: 0.997306, Obj: 0.468185, No Obj: 0.000217, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.759449, Class: 0.994586, Obj: 0.137335, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.837242, Class: 0.997144, Obj: 0.405638, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.844641, Class: 0.997760, Obj: 0.389018, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644842, Class: 0.997335, Obj: 0.177756, No Obj: 0.000080, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806656, Class: 0.999654, Obj: 0.797723, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640578, Class: 0.993704, Obj: 0.235632, No Obj: 0.000102, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895504, Class: 0.952955, Obj: 0.007345, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642239, Class: 0.993627, Obj: 0.139863, No Obj: 0.000138, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633224, Class: 0.994617, Obj: 0.063233, No Obj: 0.000104, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806937, Class: 0.998326, Obj: 0.393327, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728831, Class: 0.995413, Obj: 0.240289, No Obj: 0.000130, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692349, Class: 0.988211, Obj: 0.017156, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2695: 0.385729, 0.364580 avg loss, 0.001000 rate, 3.903951 seconds, 172480 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700711, Class: 0.995499, Obj: 0.227062, No Obj: 0.000115, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.760378, Class: 0.994199, Obj: 0.025638, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855280, Class: 0.992924, Obj: 0.587145, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710405, Class: 0.998560, Obj: 0.160544, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735984, Class: 0.997918, Obj: 0.440060, No Obj: 0.000142, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564778, Class: 0.996426, Obj: 0.273083, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774402, Class: 0.998176, Obj: 0.429998, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854434, Class: 0.999575, Obj: 0.488061, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880695, Class: 0.997828, Obj: 0.590890, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.859981, Class: 0.998712, Obj: 0.466909, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791345, Class: 0.987536, Obj: 0.006421, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774270, Class: 0.996634, Obj: 0.159448, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762959, Class: 0.712410, Obj: 0.000106, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694373, Class: 0.998510, Obj: 0.103966, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2696: 0.271359, 0.355258 avg loss, 0.001000 rate, 3.918511 seconds, 172544 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695289, Class: 0.994824, Obj: 0.452021, No Obj: 0.000288, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797924, Class: 0.999112, Obj: 0.455461, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852412, Class: 0.999803, Obj: 0.750505, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747865, Class: 0.998567, Obj: 0.253572, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623091, Class: 0.997792, Obj: 0.140926, No Obj: 0.000055, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.724719, Class: 0.971238, Obj: 0.014137, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.813385, Class: 0.990943, Obj: 0.428900, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.591746, Class: 0.993396, Obj: 0.146909, No Obj: 0.000048, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721177, Class: 0.993319, Obj: 0.089393, No Obj: 0.000068, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.789165, Class: 0.992089, Obj: 0.069631, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.774357, Class: 0.984877, Obj: 0.057452, No Obj: 0.000256, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.870020, Class: 0.999799, Obj: 0.429372, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802691, Class: 0.995031, Obj: 0.158618, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710789, Class: 0.996287, Obj: 0.287339, No Obj: 0.000117, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2697: 0.427820, 0.362514 avg loss, 0.001000 rate, 3.913441 seconds, 172608 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675314, Class: 0.995692, Obj: 0.096218, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608282, Class: 0.994692, Obj: 0.034389, No Obj: 0.000108, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.848477, Class: 0.998046, Obj: 0.617840, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719437, Class: 0.997642, Obj: 0.239954, No Obj: 0.000134, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791212, Class: 0.990683, Obj: 0.319332, No Obj: 0.000320, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.734390, Class: 0.996556, Obj: 0.212404, No Obj: 0.000082, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800500, Class: 0.998572, Obj: 0.583566, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750761, Class: 0.998283, Obj: 0.110833, No Obj: 0.000121, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846319, Class: 0.998657, Obj: 0.506231, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.732555, Class: 0.996752, Obj: 0.256941, No Obj: 0.000163, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688759, Class: 0.997746, Obj: 0.305222, No Obj: 0.000141, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740473, Class: 0.999200, Obj: 0.168636, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839783, Class: 0.997953, Obj: 0.679600, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712831, Class: 0.997118, Obj: 0.004864, No Obj: 0.000023, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2698: 0.499058, 0.376168 avg loss, 0.001000 rate, 3.922134 seconds, 172672 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741291, Class: 0.995575, Obj: 0.555414, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673300, Class: 0.994380, Obj: 0.051590, No Obj: 0.000116, .5R: 0.909091, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923757, Class: 0.994885, Obj: 0.030416, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782597, Class: 0.997648, Obj: 0.253985, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.622537, Class: 0.997505, Obj: 0.198491, No Obj: 0.000329, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.848570, Class: 0.999025, Obj: 0.835861, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709734, Class: 0.996772, Obj: 0.236017, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856630, Class: 0.981448, Obj: 0.024400, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758289, Class: 0.995879, Obj: 0.138083, No Obj: 0.000045, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000201, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781560, Class: 0.990907, Obj: 0.078340, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725107, Class: 0.995233, Obj: 0.160219, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826854, Class: 0.997551, Obj: 0.414380, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.619355, Class: 0.993899, Obj: 0.107659, No Obj: 0.000073, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.364869, Class: 0.993245, Obj: 0.000250, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2699: 0.390426, 0.377594 avg loss, 0.001000 rate, 3.921874 seconds, 172736 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917719, Class: 0.983939, Obj: 0.015033, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729938, Class: 0.997548, Obj: 0.144728, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759470, Class: 0.995071, Obj: 0.325898, No Obj: 0.000354, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699377, Class: 0.997930, Obj: 0.155757, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.898911, Class: 0.996670, Obj: 0.056931, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796699, Class: 0.998500, Obj: 0.092114, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735964, Class: 0.998948, Obj: 0.171106, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.773108, Class: 0.999227, Obj: 0.837264, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818701, Class: 0.990804, Obj: 0.579630, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767337, Class: 0.995270, Obj: 0.118331, No Obj: 0.000172, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710537, Class: 0.996095, Obj: 0.012322, No Obj: 0.000039, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806773, Class: 0.995938, Obj: 0.041183, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2700: 0.307898, 0.370625 avg loss, 0.001000 rate, 3.928072 seconds, 172800 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865842, Class: 0.997358, Obj: 0.324775, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.623927, Class: 0.999575, Obj: 0.247952, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.712455, Class: 0.986322, Obj: 0.016267, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730566, Class: 0.998900, Obj: 0.244339, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715826, Class: 0.998223, Obj: 0.348180, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.749113, Class: 0.945335, Obj: 0.662231, No Obj: 0.000369, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751040, Class: 0.994703, Obj: 0.043416, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740765, Class: 0.987198, Obj: 0.030570, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767450, Class: 0.997963, Obj: 0.319907, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863535, Class: 0.994797, Obj: 0.597382, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660481, Class: 0.996449, Obj: 0.191820, No Obj: 0.000094, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724005, Class: 0.996709, Obj: 0.143671, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885245, Class: 0.990816, Obj: 0.047154, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.674928, Class: 0.996997, Obj: 0.155243, No Obj: 0.000134, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2701: 0.332884, 0.366851 avg loss, 0.001000 rate, 3.707551 seconds, 172864 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775795, Class: 0.997067, Obj: 0.259018, No Obj: 0.000141, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.903055, Class: 0.996984, Obj: 0.360059, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.759984, Class: 0.982801, Obj: 0.399769, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656720, Class: 0.995108, Obj: 0.067873, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908706, Class: 0.999819, Obj: 0.804453, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813135, Class: 0.996580, Obj: 0.137265, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749903, Class: 0.996658, Obj: 0.313714, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.731808, Class: 0.988926, Obj: 0.418495, No Obj: 0.000626, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.726230, Class: 0.995908, Obj: 0.014980, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712251, Class: 0.992553, Obj: 0.123591, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793958, Class: 0.996640, Obj: 0.499856, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.648800, Class: 0.993306, Obj: 0.195148, No Obj: 0.000163, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876845, Class: 0.998079, Obj: 0.066183, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647145, Class: 0.994394, Obj: 0.052624, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638519, Class: 0.995561, Obj: 0.080771, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2702: 0.410918, 0.371257 avg loss, 0.001000 rate, 3.930099 seconds, 172928 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.776996, Class: 0.998851, Obj: 0.893294, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.936934, Class: 0.998695, Obj: 0.413329, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809008, Class: 0.997552, Obj: 0.571639, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748162, Class: 0.997979, Obj: 0.212020, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780606, Class: 0.993515, Obj: 0.117718, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741644, Class: 0.999057, Obj: 0.358799, No Obj: 0.000142, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726751, Class: 0.999536, Obj: 0.223333, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718724, Class: 0.998040, Obj: 0.161171, No Obj: 0.000194, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752237, Class: 0.998333, Obj: 0.045391, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602034, Class: 0.991445, Obj: 0.173822, No Obj: 0.000127, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.674938, Class: 0.997910, Obj: 0.115741, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.649722, Class: 0.999879, Obj: 0.769019, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720508, Class: 0.996192, Obj: 0.279648, No Obj: 0.000191, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816022, Class: 0.995373, Obj: 0.020743, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753314, Class: 0.995379, Obj: 0.038916, No Obj: 0.000078, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2703: 0.423812, 0.376513 avg loss, 0.001000 rate, 3.914353 seconds, 172992 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802949, Class: 0.998079, Obj: 0.147854, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.799655, Class: 0.997104, Obj: 0.193100, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692871, Class: 0.988257, Obj: 0.102735, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833654, Class: 0.988656, Obj: 0.603407, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.937485, Class: 0.999757, Obj: 0.126666, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.769258, Class: 0.907045, Obj: 0.104525, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783486, Class: 0.995656, Obj: 0.070923, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.679638, Class: 0.994356, Obj: 0.056938, No Obj: 0.000131, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.667524, Class: 0.993395, Obj: 0.131988, No Obj: 0.000367, .5R: 1.000000, .75R: 0.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658427, Class: 0.994303, Obj: 0.105009, No Obj: 0.000093, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763338, Class: 0.997206, Obj: 0.149948, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850235, Class: 0.998603, Obj: 0.042101, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683372, Class: 0.991123, Obj: 0.254716, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763916, Class: 0.997090, Obj: 0.410866, No Obj: 0.000094, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2704: 0.342069, 0.373068 avg loss, 0.001000 rate, 3.907257 seconds, 173056 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.747291, Class: 0.982373, Obj: 0.585551, No Obj: 0.000461, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610415, Class: 0.999296, Obj: 0.296078, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686332, Class: 0.997878, Obj: 0.272672, No Obj: 0.000083, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737560, Class: 0.990868, Obj: 0.157549, No Obj: 0.000184, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.671407, Class: 0.995683, Obj: 0.047623, No Obj: 0.000082, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655874, Class: 0.996967, Obj: 0.226637, No Obj: 0.000157, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670478, Class: 0.996913, Obj: 0.037934, No Obj: 0.000132, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848289, Class: 0.995525, Obj: 0.144117, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880413, Class: 0.996229, Obj: 0.043338, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.329011, Class: 0.992974, Obj: 0.001119, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839743, Class: 0.998655, Obj: 0.253752, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2705: 0.398695, 0.375631 avg loss, 0.001000 rate, 3.906341 seconds, 173120 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.656613, Class: 0.997409, Obj: 0.451724, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814706, Class: 0.999198, Obj: 0.653036, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837560, Class: 0.997678, Obj: 0.227127, No Obj: 0.000112, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803959, Class: 0.993383, Obj: 0.110819, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.662206, Class: 0.993874, Obj: 0.192690, No Obj: 0.000074, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.787033, Class: 0.967490, Obj: 0.328076, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731321, Class: 0.999660, Obj: 0.780632, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.779652, Class: 0.997581, Obj: 0.076348, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672007, Class: 0.997442, Obj: 0.237786, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687246, Class: 0.993913, Obj: 0.000276, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741226, Class: 0.999017, Obj: 0.399886, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806538, Class: 0.997038, Obj: 0.082672, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831007, Class: 0.995501, Obj: 0.163430, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662048, Class: 0.989931, Obj: 0.011914, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718165, Class: 0.988957, Obj: 0.022924, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770543, Class: 0.994653, Obj: 0.004718, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.814396, Class: 0.997603, Obj: 0.688156, No Obj: 0.000396, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690359, Class: 0.993712, Obj: 0.179792, No Obj: 0.000067, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2706: 0.322250, 0.370293 avg loss, 0.001000 rate, 3.913404 seconds, 173184 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.682683, Class: 0.968713, Obj: 0.147309, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784721, Class: 0.974259, Obj: 0.019391, No Obj: 0.000031, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.617275, Class: 0.989097, Obj: 0.040999, No Obj: 0.000075, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871651, Class: 0.999117, Obj: 0.599476, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782183, Class: 0.996946, Obj: 0.236819, No Obj: 0.000142, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822717, Class: 0.998272, Obj: 0.163213, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727467, Class: 0.999439, Obj: 0.615016, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793833, Class: 0.986784, Obj: 0.016954, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.906167, Class: 0.998967, Obj: 0.502963, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.766090, Class: 0.993242, Obj: 0.459376, No Obj: 0.000474, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883915, Class: 0.998339, Obj: 0.260881, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925046, Class: 0.999215, Obj: 0.328907, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824961, Class: 0.996988, Obj: 0.405185, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841067, Class: 0.997471, Obj: 0.247265, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779301, Class: 0.997190, Obj: 0.209845, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2707: 0.287868, 0.362050 avg loss, 0.001000 rate, 3.913763 seconds, 173248 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780684, Class: 0.995529, Obj: 0.325500, No Obj: 0.000205, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687641, Class: 0.998734, Obj: 0.218028, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794041, Class: 0.999635, Obj: 0.692407, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738267, Class: 0.997568, Obj: 0.154105, No Obj: 0.000147, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840152, Class: 0.996293, Obj: 0.159647, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.904821, Class: 0.998132, Obj: 0.091884, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883768, Class: 0.999239, Obj: 0.412440, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757834, Class: 0.997733, Obj: 0.261363, No Obj: 0.000138, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795634, Class: 0.999067, Obj: 0.012784, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742339, Class: 0.998300, Obj: 0.050326, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830155, Class: 0.997644, Obj: 0.367504, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779896, Class: 0.998435, Obj: 0.176380, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2708: 0.325347, 0.358380 avg loss, 0.001000 rate, 3.904410 seconds, 173312 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650094, Class: 0.996892, Obj: 0.100301, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663453, Class: 0.997917, Obj: 0.096159, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715627, Class: 0.996862, Obj: 0.498258, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642871, Class: 0.996891, Obj: 0.248334, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791452, Class: 0.999535, Obj: 0.221316, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718081, Class: 0.993714, Obj: 0.045329, No Obj: 0.000155, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682686, Class: 0.985552, Obj: 0.034990, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.767142, Class: 0.998408, Obj: 0.204066, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696773, Class: 0.997558, Obj: 0.025670, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566315, Class: 0.995884, Obj: 0.023711, No Obj: 0.000067, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775532, Class: 0.999404, Obj: 0.384867, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.699132, Class: 0.994431, Obj: 0.119938, No Obj: 0.000133, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2709: 0.490883, 0.371630 avg loss, 0.001000 rate, 3.919679 seconds, 173376 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805643, Class: 0.998686, Obj: 0.369739, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717750, Class: 0.996608, Obj: 0.124588, No Obj: 0.000096, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932828, Class: 0.978136, Obj: 0.112920, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.460893, Class: 0.991360, Obj: 0.004148, No Obj: 0.000033, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668263, Class: 0.991742, Obj: 0.125904, No Obj: 0.000120, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602767, Class: 0.981634, Obj: 0.000772, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655262, Class: 0.996934, Obj: 0.067147, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698138, Class: 0.998001, Obj: 0.207853, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.838054, Class: 0.997394, Obj: 0.108909, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851361, Class: 0.997873, Obj: 0.292690, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.369352, Class: 0.994713, Obj: 0.001216, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823997, Class: 0.998426, Obj: 0.228500, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752548, Class: 0.997525, Obj: 0.079978, No Obj: 0.000091, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2710: 0.428896, 0.377357 avg loss, 0.001000 rate, 3.928325 seconds, 173440 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669946, Class: 0.999033, Obj: 0.340044, No Obj: 0.000136, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808046, Class: 0.994428, Obj: 0.247193, No Obj: 0.000290, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.670920, Class: 0.987626, Obj: 0.092880, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728097, Class: 0.997709, Obj: 0.027831, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688919, Class: 0.996469, Obj: 0.019978, No Obj: 0.000106, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854480, Class: 0.999040, Obj: 0.602511, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655242, Class: 0.993064, Obj: 0.105978, No Obj: 0.000123, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753225, Class: 0.999064, Obj: 0.668610, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653029, Class: 0.999065, Obj: 0.009216, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880826, Class: 0.999413, Obj: 0.349519, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702936, Class: 0.997835, Obj: 0.176261, No Obj: 0.000195, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766328, Class: 0.993701, Obj: 0.031288, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643554, Class: 0.994794, Obj: 0.093302, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2711: 0.398464, 0.379468 avg loss, 0.001000 rate, 3.910320 seconds, 173504 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.769580, Class: 0.988887, Obj: 0.533454, No Obj: 0.000310, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.707163, Class: 0.977158, Obj: 0.006677, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.725708, Class: 0.989285, Obj: 0.177069, No Obj: 0.000124, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752195, Class: 0.999719, Obj: 0.922294, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661751, Class: 0.990774, Obj: 0.222773, No Obj: 0.000124, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799307, Class: 0.999958, Obj: 0.634127, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756696, Class: 0.997541, Obj: 0.201973, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804627, Class: 0.997854, Obj: 0.208245, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749307, Class: 0.996776, Obj: 0.182206, No Obj: 0.000081, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829058, Class: 0.996694, Obj: 0.656235, No Obj: 0.000471, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.770798, Class: 0.997618, Obj: 0.251093, No Obj: 0.000211, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715752, Class: 0.999406, Obj: 0.579246, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690903, Class: 0.998141, Obj: 0.178417, No Obj: 0.000092, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847493, Class: 0.999419, Obj: 0.745054, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.868638, Class: 0.999617, Obj: 0.182772, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2712: 0.383849, 0.379906 avg loss, 0.001000 rate, 3.919774 seconds, 173568 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835331, Class: 0.982067, Obj: 0.010776, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642978, Class: 0.994322, Obj: 0.010746, No Obj: 0.000082, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747289, Class: 0.995437, Obj: 0.028238, No Obj: 0.000050, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730918, Class: 0.999589, Obj: 0.457308, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674624, Class: 0.996875, Obj: 0.376163, No Obj: 0.000196, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.611075, Class: 0.997636, Obj: 0.188275, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787519, Class: 0.994523, Obj: 0.283502, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808736, Class: 0.998744, Obj: 0.227522, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664583, Class: 0.996418, Obj: 0.083378, No Obj: 0.000074, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683281, Class: 0.997770, Obj: 0.002879, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759345, Class: 0.988006, Obj: 0.252022, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768326, Class: 0.997905, Obj: 0.168056, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752643, Class: 0.958366, Obj: 0.002307, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.553536, Class: 0.995316, Obj: 0.026146, No Obj: 0.000074, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2713: 0.377672, 0.379682 avg loss, 0.001000 rate, 3.902225 seconds, 173632 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806988, Class: 0.997131, Obj: 0.305319, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.766138, Class: 0.995249, Obj: 0.071229, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756892, Class: 0.992891, Obj: 0.742335, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673981, Class: 0.992046, Obj: 0.162081, No Obj: 0.000143, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657543, Class: 0.997700, Obj: 0.151074, No Obj: 0.000076, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.555555, Class: 0.993237, Obj: 0.015777, No Obj: 0.000037, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.564929, Class: 0.993667, Obj: 0.029874, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.915942, Class: 0.985152, Obj: 0.371486, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791252, Class: 0.998058, Obj: 0.417414, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850868, Class: 0.996828, Obj: 0.354890, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587508, Class: 0.998083, Obj: 0.161656, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733706, Class: 0.999598, Obj: 0.157816, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730517, Class: 0.998320, Obj: 0.145554, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2714: 0.484245, 0.390139 avg loss, 0.001000 rate, 3.927694 seconds, 173696 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778885, Class: 0.986733, Obj: 0.388083, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880177, Class: 0.999212, Obj: 0.180207, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743782, Class: 0.992978, Obj: 0.148692, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824904, Class: 0.997258, Obj: 0.068374, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834893, Class: 0.998977, Obj: 0.344567, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.891166, Class: 0.964661, Obj: 0.000101, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.760932, Class: 0.998026, Obj: 0.051458, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854529, Class: 0.994944, Obj: 0.077848, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809474, Class: 0.996002, Obj: 0.397434, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721393, Class: 0.995936, Obj: 0.078616, No Obj: 0.000120, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806506, Class: 0.998978, Obj: 0.305147, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748437, Class: 0.998629, Obj: 0.256184, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852018, Class: 0.986853, Obj: 0.893747, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.610014, Class: 0.986209, Obj: 0.089580, No Obj: 0.000098, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862540, Class: 0.997224, Obj: 0.188997, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2715: 0.279323, 0.379057 avg loss, 0.001000 rate, 3.909089 seconds, 173760 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867331, Class: 0.996438, Obj: 0.270675, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750300, Class: 0.998678, Obj: 0.321017, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800298, Class: 0.998294, Obj: 0.099741, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720053, Class: 0.995769, Obj: 0.135747, No Obj: 0.000136, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685378, Class: 0.997061, Obj: 0.215394, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.613436, Class: 0.997766, Obj: 0.882727, No Obj: 0.000396, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728938, Class: 0.999618, Obj: 0.538746, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755388, Class: 0.996434, Obj: 0.124114, No Obj: 0.000192, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769892, Class: 0.996031, Obj: 0.137910, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790220, Class: 0.994319, Obj: 0.103882, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.829882, Class: 0.997374, Obj: 0.229085, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764356, Class: 0.996568, Obj: 0.067098, No Obj: 0.000220, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.677226, Class: 0.996041, Obj: 0.079068, No Obj: 0.000151, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782153, Class: 0.996065, Obj: 0.220326, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2716: 0.450066, 0.386158 avg loss, 0.001000 rate, 3.921054 seconds, 173824 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859582, Class: 0.992296, Obj: 0.495873, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738072, Class: 0.993224, Obj: 0.244949, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594339, Class: 0.999216, Obj: 0.198031, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.655752, Class: 0.996415, Obj: 0.526802, No Obj: 0.000328, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.931725, Class: 0.989626, Obj: 0.452762, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742845, Class: 0.996741, Obj: 0.231616, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.585900, Class: 0.986523, Obj: 0.093360, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815043, Class: 0.994449, Obj: 0.110411, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838398, Class: 0.999250, Obj: 0.527978, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.754373, Class: 0.997107, Obj: 0.129287, No Obj: 0.000214, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790378, Class: 0.998763, Obj: 0.266472, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855330, Class: 0.994045, Obj: 0.324107, No Obj: 0.000472, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.764666, Class: 0.997140, Obj: 0.184467, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.709635, Class: 0.977030, Obj: 0.100887, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831002, Class: 0.988216, Obj: 0.148409, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778951, Class: 0.995908, Obj: 0.212595, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2717: 0.391691, 0.386711 avg loss, 0.001000 rate, 3.907458 seconds, 173888 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.715407, Class: 0.989018, Obj: 0.321031, No Obj: 0.000406, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543375, Class: 0.994954, Obj: 0.179342, No Obj: 0.000077, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821130, Class: 0.995863, Obj: 0.172545, No Obj: 0.000186, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753348, Class: 0.998308, Obj: 0.491504, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876986, Class: 0.995755, Obj: 0.185475, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796906, Class: 0.998359, Obj: 0.363853, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741630, Class: 0.995264, Obj: 0.346523, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.841158, Class: 0.976717, Obj: 0.004087, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782088, Class: 0.994428, Obj: 0.663724, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.652403, Class: 0.994199, Obj: 0.042026, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770929, Class: 0.977309, Obj: 0.105173, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805988, Class: 0.997254, Obj: 0.297946, No Obj: 0.000131, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855692, Class: 0.996469, Obj: 0.221304, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.819590, Class: 0.997946, Obj: 0.096771, No Obj: 0.000087, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2718: 0.302486, 0.378289 avg loss, 0.001000 rate, 3.903050 seconds, 173952 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775422, Class: 0.988760, Obj: 0.315456, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754563, Class: 0.999499, Obj: 0.270260, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870897, Class: 0.995139, Obj: 0.289138, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822234, Class: 0.999244, Obj: 0.745269, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820418, Class: 0.993438, Obj: 0.320989, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.895130, Class: 0.996999, Obj: 0.219937, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649266, Class: 0.998459, Obj: 0.214492, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.705633, Class: 0.997997, Obj: 0.037121, No Obj: 0.000102, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733302, Class: 0.991831, Obj: 0.150402, No Obj: 0.000314, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.776044, Class: 0.993555, Obj: 0.106875, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680444, Class: 0.993449, Obj: 0.070831, No Obj: 0.000042, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898359, Class: 0.997297, Obj: 0.633572, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744256, Class: 0.996896, Obj: 0.161136, No Obj: 0.000149, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683835, Class: 0.991562, Obj: 0.040091, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807881, Class: 0.998300, Obj: 0.321447, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2719: 0.317142, 0.372174 avg loss, 0.001000 rate, 3.923909 seconds, 174016 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.761050, Class: 0.940821, Obj: 0.270570, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829255, Class: 0.998267, Obj: 0.522797, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860236, Class: 0.997739, Obj: 0.737109, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663398, Class: 0.995580, Obj: 0.163943, No Obj: 0.000136, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905723, Class: 0.997900, Obj: 0.218912, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810318, Class: 0.996204, Obj: 0.141137, No Obj: 0.000163, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910445, Class: 0.991750, Obj: 0.307742, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814478, Class: 0.997895, Obj: 0.178455, No Obj: 0.000152, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724935, Class: 0.997897, Obj: 0.102334, No Obj: 0.000176, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857142, Class: 0.997959, Obj: 0.356343, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696514, Class: 0.997572, Obj: 0.271646, No Obj: 0.000150, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621399, Class: 0.995023, Obj: 0.108384, No Obj: 0.000191, .5R: 0.785714, .75R: 0.285714, count: 14 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813780, Class: 0.999062, Obj: 0.617476, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750938, Class: 0.996640, Obj: 0.004870, No Obj: 0.000037, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2720: 0.553989, 0.390356 avg loss, 0.001000 rate, 3.922135 seconds, 174080 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865305, Class: 0.994407, Obj: 0.304412, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730681, Class: 0.997806, Obj: 0.154157, No Obj: 0.000123, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746941, Class: 0.999126, Obj: 0.477130, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799470, Class: 0.998803, Obj: 0.346269, No Obj: 0.000200, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784780, Class: 0.995888, Obj: 0.499044, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.755520, Class: 0.991272, Obj: 0.187175, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813932, Class: 0.998858, Obj: 0.236978, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769243, Class: 0.996064, Obj: 0.089768, No Obj: 0.000128, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656177, Class: 0.995043, Obj: 0.184312, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847630, Class: 0.998791, Obj: 0.299545, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855044, Class: 0.997758, Obj: 0.593219, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624065, Class: 0.995151, Obj: 0.230296, No Obj: 0.000051, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796471, Class: 0.999320, Obj: 0.115013, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727719, Class: 0.999105, Obj: 0.208695, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2721: 0.321977, 0.383518 avg loss, 0.001000 rate, 3.916189 seconds, 174144 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874696, Class: 0.989166, Obj: 0.122942, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850216, Class: 0.998228, Obj: 0.438297, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678930, Class: 0.997982, Obj: 0.071913, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730073, Class: 0.996670, Obj: 0.386947, No Obj: 0.000323, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744397, Class: 0.998376, Obj: 0.078036, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.701458, Class: 0.991584, Obj: 0.154015, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860344, Class: 0.997947, Obj: 0.300915, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.920391, Class: 0.998779, Obj: 0.315372, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892637, Class: 0.984803, Obj: 0.596060, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787743, Class: 0.998331, Obj: 0.072616, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798426, Class: 0.999423, Obj: 0.466065, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747808, Class: 0.998948, Obj: 0.182950, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2722: 0.187232, 0.363889 avg loss, 0.001000 rate, 3.910110 seconds, 174208 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717076, Class: 0.981768, Obj: 0.116487, No Obj: 0.000191, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567687, Class: 0.993622, Obj: 0.039265, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749519, Class: 0.994933, Obj: 0.014502, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851872, Class: 0.999334, Obj: 0.642398, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715473, Class: 0.995425, Obj: 0.206442, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.820336, Class: 0.998689, Obj: 0.671039, No Obj: 0.000495, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712063, Class: 0.998322, Obj: 0.014628, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855863, Class: 0.994165, Obj: 0.436484, No Obj: 0.000590, .5R: 1.000000, .75R: 1.000000, count: 7 Region 106 Avg IOU: 0.747082, Class: 0.996327, Obj: 0.166246, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837411, Class: 0.998577, Obj: 0.120895, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774224, Class: 0.998968, Obj: 0.286798, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756399, Class: 0.999101, Obj: 0.213137, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783665, Class: 0.997104, Obj: 0.218143, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790802, Class: 0.996895, Obj: 0.248064, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2723: 0.400948, 0.367595 avg loss, 0.001000 rate, 3.919432 seconds, 174272 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811374, Class: 0.991905, Obj: 0.138384, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774928, Class: 0.998884, Obj: 0.104152, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775764, Class: 0.999744, Obj: 0.050581, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648336, Class: 0.982073, Obj: 0.008053, No Obj: 0.000064, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.687126, Class: 0.994517, Obj: 0.019896, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726469, Class: 0.998763, Obj: 0.063240, No Obj: 0.000067, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892696, Class: 0.998880, Obj: 0.561630, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671643, Class: 0.998324, Obj: 0.006102, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912156, Class: 0.999680, Obj: 0.449018, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.568614, Class: 0.999717, Obj: 0.016012, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799557, Class: 0.999502, Obj: 0.378498, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735876, Class: 0.995542, Obj: 0.168056, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730689, Class: 0.999798, Obj: 0.499850, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745255, Class: 0.995245, Obj: 0.148430, No Obj: 0.000132, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823207, Class: 0.998744, Obj: 0.675708, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632046, Class: 0.962628, Obj: 0.111663, No Obj: 0.000117, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2724: 0.375518, 0.368387 avg loss, 0.001000 rate, 3.923612 seconds, 174336 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727099, Class: 0.994363, Obj: 0.108005, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579662, Class: 0.996617, Obj: 0.066819, No Obj: 0.000031, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876033, Class: 0.991789, Obj: 0.598818, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691302, Class: 0.985623, Obj: 0.108101, No Obj: 0.000103, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765454, Class: 0.993571, Obj: 0.129474, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.633897, Class: 0.994293, Obj: 0.031344, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663470, Class: 0.997330, Obj: 0.127167, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.598680, Class: 0.990814, Obj: 0.241258, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.841264, Class: 0.997554, Obj: 0.369006, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842939, Class: 0.998727, Obj: 0.500988, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802316, Class: 0.998351, Obj: 0.264687, No Obj: 0.000166, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000258, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800342, Class: 0.994021, Obj: 0.208032, No Obj: 0.000249, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.794768, Class: 0.993938, Obj: 0.038791, No Obj: 0.000072, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2725: 0.460376, 0.377586 avg loss, 0.001000 rate, 3.926656 seconds, 174400 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801668, Class: 0.999462, Obj: 0.715620, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782535, Class: 0.995714, Obj: 0.188555, No Obj: 0.000131, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642862, Class: 0.999614, Obj: 0.882086, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.845702, Class: 0.997473, Obj: 0.088356, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.643710, Class: 0.943463, Obj: 0.129496, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.896942, Class: 0.992269, Obj: 0.197391, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712499, Class: 0.999331, Obj: 0.289564, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.657207, Class: 0.994081, Obj: 0.283540, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768306, Class: 0.995354, Obj: 0.123116, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945701, Class: 0.991956, Obj: 0.078702, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688570, Class: 0.991870, Obj: 0.179977, No Obj: 0.000068, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827428, Class: 0.997770, Obj: 0.512313, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.765163, Class: 0.998596, Obj: 0.023935, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788704, Class: 0.996894, Obj: 0.131144, No Obj: 0.000069, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665941, Class: 0.997846, Obj: 0.154981, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2726: 0.289812, 0.368809 avg loss, 0.001000 rate, 3.910281 seconds, 174464 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838732, Class: 0.996329, Obj: 0.147228, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.751099, Class: 0.995254, Obj: 0.507718, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746615, Class: 0.989187, Obj: 0.058177, No Obj: 0.000058, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.818182, Class: 0.963544, Obj: 0.115556, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.831473, Class: 0.999298, Obj: 0.052516, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761604, Class: 0.995299, Obj: 0.109049, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821301, Class: 0.993813, Obj: 0.004296, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628453, Class: 0.996078, Obj: 0.129775, No Obj: 0.000132, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.647283, Class: 0.998011, Obj: 0.098643, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798371, Class: 0.996246, Obj: 0.155384, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.814482, Class: 0.985266, Obj: 0.066254, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.857064, Class: 0.993975, Obj: 0.341597, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636815, Class: 0.992772, Obj: 0.024147, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2727: 0.344488, 0.366377 avg loss, 0.001000 rate, 3.921874 seconds, 174528 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696949, Class: 0.996074, Obj: 0.087534, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.906674, Class: 0.996807, Obj: 0.361361, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763840, Class: 0.980613, Obj: 0.027015, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806223, Class: 0.995976, Obj: 0.191163, No Obj: 0.000120, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850050, Class: 0.991902, Obj: 0.016507, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709152, Class: 0.995871, Obj: 0.008617, No Obj: 0.000112, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753573, Class: 0.998188, Obj: 0.190192, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.776313, Class: 0.998520, Obj: 0.130031, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864063, Class: 0.997334, Obj: 0.863720, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769503, Class: 0.996595, Obj: 0.032471, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621626, Class: 0.997020, Obj: 0.136502, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852290, Class: 0.987267, Obj: 0.218353, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2728: 0.281142, 0.357853 avg loss, 0.001000 rate, 3.921626 seconds, 174592 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.721856, Class: 0.999000, Obj: 0.823258, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858936, Class: 0.990729, Obj: 0.667663, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826813, Class: 0.997036, Obj: 0.153300, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667334, Class: 0.989895, Obj: 0.073291, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728486, Class: 0.997552, Obj: 0.197798, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798287, Class: 0.996581, Obj: 0.146326, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714621, Class: 0.998933, Obj: 0.493777, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772597, Class: 0.999718, Obj: 0.033819, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911537, Class: 0.995042, Obj: 0.053456, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794227, Class: 0.992312, Obj: 0.373714, No Obj: 0.000224, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754937, Class: 0.997457, Obj: 0.160734, No Obj: 0.000148, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713023, Class: 0.995023, Obj: 0.426501, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2729: 0.286828, 0.350751 avg loss, 0.001000 rate, 3.905625 seconds, 174656 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827962, Class: 0.995882, Obj: 0.600135, No Obj: 0.000362, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.633579, Class: 0.998096, Obj: 0.234070, No Obj: 0.000125, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824869, Class: 0.999960, Obj: 0.841004, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786803, Class: 0.995751, Obj: 0.253894, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855812, Class: 0.997875, Obj: 0.374733, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840792, Class: 0.998957, Obj: 0.375845, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.693311, Class: 0.994930, Obj: 0.100363, No Obj: 0.000155, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755877, Class: 0.996851, Obj: 0.265700, No Obj: 0.000185, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877955, Class: 0.999682, Obj: 0.721178, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805322, Class: 0.998775, Obj: 0.508084, No Obj: 0.000207, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813999, Class: 0.993640, Obj: 0.332601, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735245, Class: 0.997175, Obj: 0.014931, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.855815, Class: 0.998494, Obj: 0.584559, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827291, Class: 0.998079, Obj: 0.428364, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702977, Class: 0.996775, Obj: 0.197662, No Obj: 0.000191, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2730: 0.345549, 0.350231 avg loss, 0.001000 rate, 3.926278 seconds, 174720 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750035, Class: 0.998629, Obj: 0.431563, No Obj: 0.000173, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.575585, Class: 0.995705, Obj: 0.013906, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771152, Class: 0.994796, Obj: 0.399950, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752191, Class: 0.995303, Obj: 0.202364, No Obj: 0.000149, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799892, Class: 0.998765, Obj: 0.123126, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773457, Class: 0.994408, Obj: 0.600411, No Obj: 0.000365, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797004, Class: 0.998424, Obj: 0.218240, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803654, Class: 0.998501, Obj: 0.280760, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882934, Class: 0.999664, Obj: 0.676915, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816848, Class: 0.994156, Obj: 0.031489, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.958221, Class: 0.989774, Obj: 0.273615, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792619, Class: 0.995618, Obj: 0.407699, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669460, Class: 0.998643, Obj: 0.437675, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.916907, Class: 0.999349, Obj: 0.074284, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2731: 0.257288, 0.340936 avg loss, 0.001000 rate, 3.919326 seconds, 174784 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686117, Class: 0.997478, Obj: 0.130791, No Obj: 0.000119, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719452, Class: 0.997936, Obj: 0.224319, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812154, Class: 0.993286, Obj: 0.225421, No Obj: 0.000187, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.729422, Class: 0.995917, Obj: 0.169903, No Obj: 0.000119, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714126, Class: 0.998166, Obj: 0.272286, No Obj: 0.000145, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.855908, Class: 0.995250, Obj: 0.114193, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.910476, Class: 0.999076, Obj: 0.358699, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797211, Class: 0.992941, Obj: 0.492450, No Obj: 0.000397, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.688943, Class: 0.998478, Obj: 0.132718, No Obj: 0.000133, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.548216, Class: 0.959712, Obj: 0.000160, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738535, Class: 0.996695, Obj: 0.313121, No Obj: 0.000198, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602982, Class: 0.997248, Obj: 0.192095, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2732: 0.346129, 0.341456 avg loss, 0.001000 rate, 3.926410 seconds, 174848 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.847297, Class: 0.994990, Obj: 0.144704, No Obj: 0.000439, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.803102, Class: 0.991945, Obj: 0.284154, No Obj: 0.000320, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.754065, Class: 0.994508, Obj: 0.129357, No Obj: 0.000092, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.737117, Class: 0.921363, Obj: 0.156812, No Obj: 0.000336, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659568, Class: 0.996705, Obj: 0.127004, No Obj: 0.000119, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775686, Class: 0.994791, Obj: 0.359064, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.695037, Class: 0.999205, Obj: 0.602318, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.777583, Class: 0.999752, Obj: 0.636678, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.849390, Class: 0.997973, Obj: 0.224840, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578938, Class: 0.996271, Obj: 0.251613, No Obj: 0.000075, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679693, Class: 0.993757, Obj: 0.002431, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690573, Class: 0.997766, Obj: 0.170306, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626405, Class: 0.992643, Obj: 0.116863, No Obj: 0.000060, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731135, Class: 0.990171, Obj: 0.064926, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2733: 0.358269, 0.343137 avg loss, 0.001000 rate, 3.909427 seconds, 174912 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.807341, Class: 0.997998, Obj: 0.254532, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639123, Class: 0.997705, Obj: 0.250092, No Obj: 0.000145, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.631323, Class: 0.997809, Obj: 0.394021, No Obj: 0.000314, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.832017, Class: 0.994943, Obj: 0.324173, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.587443, Class: 0.997513, Obj: 0.145857, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.744323, Class: 0.981129, Obj: 0.602743, No Obj: 0.000762, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.902515, Class: 0.992674, Obj: 0.026247, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670518, Class: 0.996962, Obj: 0.099341, No Obj: 0.000122, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915715, Class: 0.998620, Obj: 0.937069, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792202, Class: 0.998404, Obj: 0.131607, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707635, Class: 0.998375, Obj: 0.150836, No Obj: 0.000125, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723604, Class: 0.995103, Obj: 0.573743, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670392, Class: 0.998040, Obj: 0.089731, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682520, Class: 0.999493, Obj: 0.712933, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714088, Class: 0.998874, Obj: 0.155500, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809888, Class: 0.998993, Obj: 0.349284, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2734: 0.338746, 0.342698 avg loss, 0.001000 rate, 3.900225 seconds, 174976 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787286, Class: 0.999497, Obj: 0.872286, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677829, Class: 0.996891, Obj: 0.173460, No Obj: 0.000097, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760275, Class: 0.996751, Obj: 0.089138, No Obj: 0.000112, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776518, Class: 0.997136, Obj: 0.128150, No Obj: 0.000126, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743394, Class: 0.996820, Obj: 0.062023, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.829413, Class: 0.980088, Obj: 0.003115, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869849, Class: 0.992757, Obj: 0.605780, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802296, Class: 0.995298, Obj: 0.167066, No Obj: 0.000078, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588544, Class: 0.999102, Obj: 0.015970, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766510, Class: 0.999755, Obj: 0.406631, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709765, Class: 0.996749, Obj: 0.058901, No Obj: 0.000102, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832255, Class: 0.997597, Obj: 0.175261, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2735: 0.386673, 0.347095 avg loss, 0.001000 rate, 3.909951 seconds, 175040 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558740, Class: 0.993111, Obj: 0.025416, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907483, Class: 0.999346, Obj: 0.740418, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782415, Class: 0.992813, Obj: 0.094905, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.871722, Class: 0.998143, Obj: 0.119825, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876650, Class: 0.999069, Obj: 0.831773, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697250, Class: 0.994461, Obj: 0.056806, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742262, Class: 0.998061, Obj: 0.840464, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.804010, Class: 0.998871, Obj: 0.303532, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.884624, Class: 0.999181, Obj: 0.791023, No Obj: 0.000349, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789906, Class: 0.981763, Obj: 0.010221, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697830, Class: 0.995756, Obj: 0.003080, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761007, Class: 0.991316, Obj: 0.040883, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.782618, Class: 0.990954, Obj: 0.052846, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.857059, Class: 0.995913, Obj: 0.075403, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.891126, Class: 0.996404, Obj: 0.678961, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754210, Class: 0.996969, Obj: 0.116452, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2736: 0.329724, 0.345358 avg loss, 0.001000 rate, 3.920665 seconds, 175104 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778159, Class: 0.996283, Obj: 0.296630, No Obj: 0.000342, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.739971, Class: 0.997806, Obj: 0.140053, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744385, Class: 0.990075, Obj: 0.478705, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700738, Class: 0.997108, Obj: 0.103977, No Obj: 0.000087, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855497, Class: 0.999815, Obj: 0.893951, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784054, Class: 0.997254, Obj: 0.124364, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.582455, Class: 0.994646, Obj: 0.267679, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.729295, Class: 0.969577, Obj: 0.000143, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709546, Class: 0.987914, Obj: 0.001851, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846865, Class: 0.996113, Obj: 0.015808, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700475, Class: 0.993995, Obj: 0.110755, No Obj: 0.000134, .5R: 0.818182, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735082, Class: 0.997412, Obj: 0.099889, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728185, Class: 0.984546, Obj: 0.020401, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664445, Class: 0.996397, Obj: 0.208746, No Obj: 0.000055, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2737: 0.409110, 0.351733 avg loss, 0.001000 rate, 3.922325 seconds, 175168 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799350, Class: 0.997147, Obj: 0.515464, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624171, Class: 0.996778, Obj: 0.247034, No Obj: 0.000060, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904288, Class: 0.998159, Obj: 0.054612, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.583394, Class: 0.993063, Obj: 0.018893, No Obj: 0.000044, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805008, Class: 0.996216, Obj: 0.083771, No Obj: 0.000034, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714809, Class: 0.999631, Obj: 0.491771, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786321, Class: 0.998987, Obj: 0.744014, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759159, Class: 0.993905, Obj: 0.049483, No Obj: 0.000077, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.824846, Class: 0.976323, Obj: 0.101486, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.854650, Class: 0.998607, Obj: 0.525287, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714616, Class: 0.996743, Obj: 0.096038, No Obj: 0.000114, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707430, Class: 0.997454, Obj: 0.143756, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.806865, Class: 0.995163, Obj: 0.905578, No Obj: 0.000399, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.737162, Class: 0.994817, Obj: 0.405494, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.439785, Class: 0.993824, Obj: 0.013357, No Obj: 0.000048, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2738: 0.368979, 0.353458 avg loss, 0.001000 rate, 3.912269 seconds, 175232 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811062, Class: 0.996763, Obj: 0.460424, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.818403, Class: 0.997544, Obj: 0.252025, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680034, Class: 0.987600, Obj: 0.635328, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.697138, Class: 0.996461, Obj: 0.114820, No Obj: 0.000094, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746033, Class: 0.998542, Obj: 0.555050, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606594, Class: 0.994955, Obj: 0.079427, No Obj: 0.000065, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.517703, Class: 0.949849, Obj: 0.071833, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736229, Class: 0.996398, Obj: 0.054991, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000333, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778340, Class: 0.982618, Obj: 0.041762, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809848, Class: 0.993435, Obj: 0.002782, No Obj: 0.000023, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916269, Class: 0.999680, Obj: 0.717601, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765588, Class: 0.997496, Obj: 0.346142, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.581339, Class: 0.984314, Obj: 0.072692, No Obj: 0.000102, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774722, Class: 0.992826, Obj: 0.093627, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635583, Class: 0.998048, Obj: 0.863321, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820188, Class: 0.995592, Obj: 0.143958, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2739: 0.364204, 0.354533 avg loss, 0.001000 rate, 3.901844 seconds, 175296 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839789, Class: 0.997111, Obj: 0.014208, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735027, Class: 0.981579, Obj: 0.060065, No Obj: 0.000076, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743544, Class: 0.998733, Obj: 0.139730, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740174, Class: 0.997017, Obj: 0.184963, No Obj: 0.000145, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746279, Class: 0.997310, Obj: 0.136218, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833937, Class: 0.989924, Obj: 0.461342, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777961, Class: 0.996394, Obj: 0.290651, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.681220, Class: 0.988906, Obj: 0.012272, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779365, Class: 0.995494, Obj: 0.148362, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701450, Class: 0.995005, Obj: 0.160622, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.696523, Class: 0.994626, Obj: 0.681321, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844811, Class: 0.996562, Obj: 0.273218, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742926, Class: 0.997186, Obj: 0.187365, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2740: 0.387101, 0.357789 avg loss, 0.001000 rate, 3.917572 seconds, 175360 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743967, Class: 0.996858, Obj: 0.403988, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706813, Class: 0.997948, Obj: 0.096698, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781869, Class: 0.995737, Obj: 0.023180, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.897925, Class: 0.983296, Obj: 0.932390, No Obj: 0.000560, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632920, Class: 0.994741, Obj: 0.165388, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797295, Class: 0.990422, Obj: 0.264453, No Obj: 0.000326, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.665853, Class: 0.994469, Obj: 0.110875, No Obj: 0.000090, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698464, Class: 0.992088, Obj: 0.034607, No Obj: 0.000048, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631205, Class: 0.996473, Obj: 0.008239, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.782070, Class: 0.994826, Obj: 0.018628, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.888181, Class: 0.998174, Obj: 0.035685, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818268, Class: 0.991636, Obj: 0.252186, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2741: 0.344759, 0.356486 avg loss, 0.001000 rate, 3.912689 seconds, 175424 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.924360, Class: 0.999645, Obj: 0.344277, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.572677, Class: 0.998649, Obj: 0.214796, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776769, Class: 0.994660, Obj: 0.215157, No Obj: 0.000160, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727137, Class: 0.995231, Obj: 0.424738, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.698647, Class: 0.993922, Obj: 0.141335, No Obj: 0.000114, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824116, Class: 0.991006, Obj: 0.078197, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745924, Class: 0.998342, Obj: 0.290120, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642089, Class: 0.994101, Obj: 0.690961, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726827, Class: 0.997422, Obj: 0.226091, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870468, Class: 0.994219, Obj: 0.162576, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.864299, Class: 0.997555, Obj: 0.208617, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632724, Class: 0.990552, Obj: 0.868873, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748268, Class: 0.997378, Obj: 0.235242, No Obj: 0.000104, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.426144, Class: 0.997933, Obj: 0.005154, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766031, Class: 0.994847, Obj: 0.138040, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2742: 0.329569, 0.353795 avg loss, 0.001000 rate, 3.923498 seconds, 175488 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941027, Class: 0.997921, Obj: 0.301301, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693478, Class: 0.995372, Obj: 0.162394, No Obj: 0.000133, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.788772, Class: 0.966325, Obj: 0.014201, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.576199, Class: 0.977795, Obj: 0.010372, No Obj: 0.000132, .5R: 0.750000, .75R: 0.000000, count: 4 Region 106 Avg IOU: 0.750501, Class: 0.976733, Obj: 0.186894, No Obj: 0.000099, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822750, Class: 0.999801, Obj: 0.974519, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779684, Class: 0.996831, Obj: 0.139630, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870966, Class: 0.980831, Obj: 0.003783, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847989, Class: 0.998428, Obj: 0.481468, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.865192, Class: 0.994684, Obj: 0.938222, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.767218, Class: 0.977716, Obj: 0.000096, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699131, Class: 0.995300, Obj: 0.046092, No Obj: 0.000072, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.669624, Class: 0.993669, Obj: 0.335278, No Obj: 0.000482, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.834618, Class: 0.994197, Obj: 0.162502, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716709, Class: 0.996845, Obj: 0.103800, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769889, Class: 0.997089, Obj: 0.603750, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.535224, Class: 0.998502, Obj: 0.170305, No Obj: 0.000097, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944314, Class: 0.999498, Obj: 0.749583, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708585, Class: 0.996766, Obj: 0.525389, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2743: 0.445228, 0.362938 avg loss, 0.001000 rate, 3.917198 seconds, 175552 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768260, Class: 0.997036, Obj: 0.542708, No Obj: 0.000218, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828573, Class: 0.994851, Obj: 0.359099, No Obj: 0.000439, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.761667, Class: 0.996004, Obj: 0.033866, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792255, Class: 0.999771, Obj: 0.623534, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734151, Class: 0.996193, Obj: 0.629274, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717350, Class: 0.993945, Obj: 0.062957, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.777700, Class: 0.998128, Obj: 0.093991, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.609244, Class: 0.998734, Obj: 0.461624, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.836761, Class: 0.998854, Obj: 0.434392, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.672673, Class: 0.986617, Obj: 0.001116, No Obj: 0.000005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780430, Class: 0.996906, Obj: 0.328310, No Obj: 0.000246, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.714293, Class: 0.996202, Obj: 0.085971, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768303, Class: 0.996393, Obj: 0.125443, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.626968, Class: 0.998244, Obj: 0.692209, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797896, Class: 0.994205, Obj: 0.154904, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2744: 0.289266, 0.355571 avg loss, 0.001000 rate, 3.918675 seconds, 175616 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.764174, Class: 0.995022, Obj: 0.236987, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786777, Class: 0.996939, Obj: 0.134166, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799841, Class: 0.998985, Obj: 0.716436, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.827313, Class: 0.995812, Obj: 0.077919, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789424, Class: 0.997767, Obj: 0.332511, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818503, Class: 0.997337, Obj: 0.103972, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.555376, Class: 0.998081, Obj: 0.016407, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741641, Class: 0.992142, Obj: 0.195460, No Obj: 0.000133, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824227, Class: 0.997101, Obj: 0.272609, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.650251, Class: 0.998765, Obj: 0.131252, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652878, Class: 0.996856, Obj: 0.308975, No Obj: 0.000168, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921069, Class: 0.986862, Obj: 0.010981, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807213, Class: 0.997407, Obj: 0.525612, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2745: 0.298677, 0.349882 avg loss, 0.001000 rate, 3.902093 seconds, 175680 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718852, Class: 0.966538, Obj: 0.479193, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.684620, Class: 0.995479, Obj: 0.179772, No Obj: 0.000256, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792253, Class: 0.998548, Obj: 0.482043, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753531, Class: 0.996487, Obj: 0.326113, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831230, Class: 0.993129, Obj: 0.303303, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.712380, Class: 0.998392, Obj: 0.191032, No Obj: 0.000140, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732317, Class: 0.998159, Obj: 0.332606, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768983, Class: 0.996145, Obj: 0.271998, No Obj: 0.000141, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785521, Class: 0.998776, Obj: 0.612199, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743432, Class: 0.997535, Obj: 0.123891, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.723616, Class: 0.990926, Obj: 0.000723, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.626889, Class: 0.986063, Obj: 0.000883, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.628221, Class: 0.994610, Obj: 0.174130, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.553400, Class: 0.987405, Obj: 0.300324, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805017, Class: 0.992052, Obj: 0.036295, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696032, Class: 0.996145, Obj: 0.222532, No Obj: 0.000211, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701214, Class: 0.993358, Obj: 0.039019, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788493, Class: 0.997862, Obj: 0.361311, No Obj: 0.000156, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2746: 0.485214, 0.363415 avg loss, 0.001000 rate, 3.922712 seconds, 175744 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764494, Class: 0.998059, Obj: 0.424964, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869050, Class: 0.998803, Obj: 0.365214, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710711, Class: 0.992584, Obj: 0.075092, No Obj: 0.000066, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699297, Class: 0.998407, Obj: 0.004847, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798028, Class: 0.995229, Obj: 0.197209, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754920, Class: 0.996397, Obj: 0.048751, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801472, Class: 0.999640, Obj: 0.601208, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827190, Class: 0.999089, Obj: 0.379789, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849896, Class: 0.997281, Obj: 0.684829, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.782447, Class: 0.997248, Obj: 0.037781, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.699088, Class: 0.991000, Obj: 0.009742, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756534, Class: 0.997603, Obj: 0.383351, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822233, Class: 0.990752, Obj: 0.080757, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657268, Class: 0.994189, Obj: 0.207195, No Obj: 0.000207, .5R: 0.900000, .75R: 0.300000, count: 10 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2747: 0.342742, 0.361347 avg loss, 0.001000 rate, 3.921743 seconds, 175808 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.844761, Class: 0.998168, Obj: 0.436136, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798699, Class: 0.996045, Obj: 0.413879, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685170, Class: 0.991744, Obj: 0.117533, No Obj: 0.000147, .5R: 0.916667, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804787, Class: 0.991479, Obj: 0.509516, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742447, Class: 0.998742, Obj: 0.215770, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739445, Class: 0.996632, Obj: 0.307497, No Obj: 0.000174, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863837, Class: 0.996972, Obj: 0.860731, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648420, Class: 0.994425, Obj: 0.089289, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880463, Class: 0.998072, Obj: 0.315464, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635271, Class: 0.994720, Obj: 0.110572, No Obj: 0.000102, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000272, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838430, Class: 0.996628, Obj: 0.170312, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.798945, Class: 0.990614, Obj: 0.328974, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655336, Class: 0.996716, Obj: 0.027528, No Obj: 0.000060, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.872020, Class: 0.946952, Obj: 0.001215, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794336, Class: 0.990621, Obj: 0.149976, No Obj: 0.000130, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.703210, Class: 0.994659, Obj: 0.242403, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2748: 0.508389, 0.376052 avg loss, 0.001000 rate, 3.926103 seconds, 175872 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844449, Class: 0.971685, Obj: 0.048300, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716928, Class: 0.996369, Obj: 0.072567, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793050, Class: 0.989142, Obj: 0.005631, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552151, Class: 0.992952, Obj: 0.009057, No Obj: 0.000057, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759617, Class: 0.999323, Obj: 0.916187, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623685, Class: 0.996608, Obj: 0.023553, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.760062, Class: 0.984679, Obj: 0.000457, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.851191, Class: 0.982550, Obj: 0.130220, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787290, Class: 0.996565, Obj: 0.125238, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722246, Class: 0.997847, Obj: 0.441069, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752165, Class: 0.995654, Obj: 0.114567, No Obj: 0.000113, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589564, Class: 0.996323, Obj: 0.360502, No Obj: 0.000070, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726079, Class: 0.999084, Obj: 0.397235, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733584, Class: 0.992703, Obj: 0.221172, No Obj: 0.000140, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761352, Class: 0.995597, Obj: 0.672180, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802741, Class: 0.996222, Obj: 0.337008, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2749: 0.380997, 0.376546 avg loss, 0.001000 rate, 3.922232 seconds, 175936 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.865410, Class: 0.994131, Obj: 0.745925, No Obj: 0.000498, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697706, Class: 0.995133, Obj: 0.046350, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759366, Class: 0.996703, Obj: 0.324952, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667522, Class: 0.998100, Obj: 0.187508, No Obj: 0.000087, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845496, Class: 0.989459, Obj: 0.423874, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.774766, Class: 0.997076, Obj: 0.248405, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820265, Class: 0.998180, Obj: 0.379505, No Obj: 0.000193, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.697308, Class: 0.999655, Obj: 0.813281, No Obj: 0.000400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.905354, Class: 0.999317, Obj: 0.831064, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.573435, Class: 0.993378, Obj: 0.135589, No Obj: 0.000121, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783131, Class: 0.991867, Obj: 0.016902, No Obj: 0.000026, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771584, Class: 0.989046, Obj: 0.301455, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729320, Class: 0.994581, Obj: 0.238840, No Obj: 0.000090, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771879, Class: 0.995771, Obj: 0.393173, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2750: 0.345119, 0.373403 avg loss, 0.001000 rate, 3.929242 seconds, 176000 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817609, Class: 0.999050, Obj: 0.084883, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851690, Class: 0.998138, Obj: 0.103984, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837402, Class: 0.998088, Obj: 0.744948, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.664455, Class: 0.994989, Obj: 0.015193, No Obj: 0.000084, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.855790, Class: 0.985622, Obj: 0.324114, No Obj: 0.000412, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.666457, Class: 0.998285, Obj: 0.036812, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777193, Class: 0.989810, Obj: 0.018395, No Obj: 0.000069, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873114, Class: 0.998279, Obj: 0.476745, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757166, Class: 0.995604, Obj: 0.025138, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806813, Class: 0.998949, Obj: 0.148236, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722759, Class: 0.996038, Obj: 0.173752, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799205, Class: 0.988789, Obj: 0.520158, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.584468, Class: 0.995157, Obj: 0.073607, No Obj: 0.000075, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765987, Class: 0.997591, Obj: 0.176918, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651384, Class: 0.999230, Obj: 0.606552, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.790060, Class: 0.997443, Obj: 0.185816, No Obj: 0.000136, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2751: 0.417011, 0.377764 avg loss, 0.001000 rate, 3.926258 seconds, 176064 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664642, Class: 0.867860, Obj: 0.367714, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.683409, Class: 0.990523, Obj: 0.156669, No Obj: 0.000073, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743811, Class: 0.999175, Obj: 0.679077, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771141, Class: 0.998878, Obj: 0.127598, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820933, Class: 0.982878, Obj: 0.073641, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702952, Class: 0.997384, Obj: 0.048023, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650839, Class: 0.960949, Obj: 0.000470, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612639, Class: 0.992551, Obj: 0.077910, No Obj: 0.000047, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942125, Class: 0.999843, Obj: 0.794536, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800749, Class: 0.997985, Obj: 0.513599, No Obj: 0.000207, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831180, Class: 0.998438, Obj: 0.530190, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702770, Class: 0.997790, Obj: 0.393553, No Obj: 0.000120, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807488, Class: 0.993746, Obj: 0.174667, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733842, Class: 0.992934, Obj: 0.190226, No Obj: 0.000108, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758015, Class: 0.996640, Obj: 0.313361, No Obj: 0.000198, .5R: 1.000000, .75R: 0.700000, count: 10 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2752: 0.368993, 0.376887 avg loss, 0.001000 rate, 3.929101 seconds, 176128 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878570, Class: 0.983102, Obj: 0.322826, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797978, Class: 0.995298, Obj: 0.128149, No Obj: 0.000154, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774673, Class: 0.898759, Obj: 0.000122, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737985, Class: 0.995938, Obj: 0.254838, No Obj: 0.000178, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878854, Class: 0.999397, Obj: 0.803362, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786123, Class: 0.998494, Obj: 0.133821, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803900, Class: 0.998961, Obj: 0.257652, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820045, Class: 0.994394, Obj: 0.181062, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713805, Class: 0.997622, Obj: 0.075118, No Obj: 0.000135, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.891312, Class: 0.995481, Obj: 0.385595, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814606, Class: 0.999052, Obj: 0.523737, No Obj: 0.000352, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.893512, Class: 0.998004, Obj: 0.170227, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891366, Class: 0.999711, Obj: 0.959694, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722947, Class: 0.999355, Obj: 0.008581, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748662, Class: 0.995006, Obj: 0.657818, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700154, Class: 0.998871, Obj: 0.251170, No Obj: 0.000093, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2753: 0.312813, 0.370480 avg loss, 0.001000 rate, 3.920461 seconds, 176192 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850106, Class: 0.982645, Obj: 0.001080, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683759, Class: 0.997051, Obj: 0.263990, No Obj: 0.000265, .5R: 0.900000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770365, Class: 0.992562, Obj: 0.096789, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707660, Class: 0.994580, Obj: 0.131324, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.708113, Class: 0.997942, Obj: 0.528045, No Obj: 0.000433, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.843113, Class: 0.999622, Obj: 0.338348, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700365, Class: 0.994053, Obj: 0.152311, No Obj: 0.000185, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841038, Class: 0.998574, Obj: 0.683425, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.580842, Class: 0.996576, Obj: 0.033853, No Obj: 0.000128, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884466, Class: 0.998142, Obj: 0.749029, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675981, Class: 0.998348, Obj: 0.177520, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723046, Class: 0.998033, Obj: 0.316306, No Obj: 0.000163, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812707, Class: 0.994202, Obj: 0.899935, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591267, Class: 0.995090, Obj: 0.006683, No Obj: 0.000074, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692083, Class: 0.985636, Obj: 0.247977, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751814, Class: 0.998391, Obj: 0.307705, No Obj: 0.000217, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2754: 0.431748, 0.376607 avg loss, 0.001000 rate, 3.909693 seconds, 176256 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809578, Class: 0.995076, Obj: 0.139966, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790826, Class: 0.997730, Obj: 0.475909, No Obj: 0.000459, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.795726, Class: 0.997257, Obj: 0.290485, No Obj: 0.000187, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747613, Class: 0.962119, Obj: 0.000014, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699727, Class: 0.996830, Obj: 0.256321, No Obj: 0.000292, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773941, Class: 0.993088, Obj: 0.538704, No Obj: 0.000200, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660130, Class: 0.995456, Obj: 0.003334, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631815, Class: 0.974171, Obj: 0.037841, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744927, Class: 0.998359, Obj: 0.250896, No Obj: 0.000158, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797847, Class: 0.998965, Obj: 0.612857, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689934, Class: 0.999123, Obj: 0.336802, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672510, Class: 0.994837, Obj: 0.279693, No Obj: 0.000120, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888892, Class: 0.999657, Obj: 0.804611, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770948, Class: 0.996119, Obj: 0.431968, No Obj: 0.000218, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2755: 0.415989, 0.380545 avg loss, 0.001000 rate, 3.919983 seconds, 176320 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702278, Class: 0.996595, Obj: 0.031931, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.607889, Class: 0.995407, Obj: 0.047562, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766823, Class: 0.997800, Obj: 0.321080, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.491868, Class: 0.996716, Obj: 0.124470, No Obj: 0.000134, .5R: 0.428571, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877888, Class: 0.999738, Obj: 0.074423, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790495, Class: 0.998064, Obj: 0.155165, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844584, Class: 0.996419, Obj: 0.439537, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779735, Class: 0.998892, Obj: 0.265493, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.966279, Class: 0.997180, Obj: 0.411898, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763360, Class: 0.997729, Obj: 0.209107, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658357, Class: 0.987692, Obj: 0.608267, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.776558, Class: 0.997721, Obj: 0.177956, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870455, Class: 0.998546, Obj: 0.501285, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.875476, Class: 0.996472, Obj: 0.302328, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.707803, Class: 0.988747, Obj: 0.012648, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747535, Class: 0.998500, Obj: 0.348520, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2756: 0.401590, 0.382649 avg loss, 0.001000 rate, 3.932889 seconds, 176384 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727067, Class: 0.999581, Obj: 0.284347, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756711, Class: 0.982057, Obj: 0.002266, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.640730, Class: 0.992912, Obj: 0.108527, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821146, Class: 0.994528, Obj: 0.177199, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.620980, Class: 0.991755, Obj: 0.043699, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819866, Class: 0.987726, Obj: 0.021741, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.634956, Class: 0.995682, Obj: 0.094009, No Obj: 0.000152, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.695885, Class: 0.993561, Obj: 0.655680, No Obj: 0.000566, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.797239, Class: 0.992902, Obj: 0.338704, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657967, Class: 0.997168, Obj: 0.263829, No Obj: 0.000126, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678120, Class: 0.997244, Obj: 0.347490, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842734, Class: 0.991457, Obj: 0.205520, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.551367, Class: 0.997896, Obj: 0.205011, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942466, Class: 0.999338, Obj: 0.426480, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757377, Class: 0.996134, Obj: 0.447079, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2757: 0.439901, 0.388375 avg loss, 0.001000 rate, 3.921269 seconds, 176448 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.926286, Class: 0.998715, Obj: 0.294458, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.573567, Class: 0.995539, Obj: 0.405559, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.773980, Class: 0.998820, Obj: 0.449716, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.953330, Class: 0.996846, Obj: 0.320368, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676480, Class: 0.990974, Obj: 0.034502, No Obj: 0.000083, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730184, Class: 0.997238, Obj: 0.239717, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718259, Class: 0.995457, Obj: 0.194129, No Obj: 0.000193, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876545, Class: 0.999178, Obj: 0.237935, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.714683, Class: 0.999209, Obj: 0.035939, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705913, Class: 0.982435, Obj: 0.291442, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.454422, Class: 0.998745, Obj: 0.019609, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810210, Class: 0.998895, Obj: 0.475454, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.593616, Class: 0.994972, Obj: 0.248962, No Obj: 0.000135, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837830, Class: 0.999760, Obj: 0.492488, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663423, Class: 0.995717, Obj: 0.154546, No Obj: 0.000112, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2758: 0.393789, 0.388916 avg loss, 0.001000 rate, 3.923343 seconds, 176512 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806987, Class: 0.998283, Obj: 0.446184, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.697604, Class: 0.997088, Obj: 0.026231, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844477, Class: 0.998412, Obj: 0.791003, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767124, Class: 0.997960, Obj: 0.103295, No Obj: 0.000072, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.849202, Class: 0.957802, Obj: 0.362765, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677494, Class: 0.994112, Obj: 0.171418, No Obj: 0.000091, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684808, Class: 0.993309, Obj: 0.003762, No Obj: 0.000023, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.764416, Class: 0.994365, Obj: 0.333230, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.869838, Class: 0.980691, Obj: 0.001801, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846732, Class: 0.996086, Obj: 0.251937, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778619, Class: 0.997112, Obj: 0.202028, No Obj: 0.000150, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680266, Class: 0.996866, Obj: 0.270188, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763913, Class: 0.997614, Obj: 0.069140, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2759: 0.275472, 0.377572 avg loss, 0.001000 rate, 3.911343 seconds, 176576 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.517953, Class: 0.991897, Obj: 0.040944, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734359, Class: 0.998133, Obj: 0.060517, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766394, Class: 0.992745, Obj: 0.111621, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589175, Class: 0.995944, Obj: 0.011534, No Obj: 0.000034, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.772353, Class: 0.997668, Obj: 0.212431, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798471, Class: 0.999732, Obj: 0.152968, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738455, Class: 0.997747, Obj: 0.163929, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.712884, Class: 0.969631, Obj: 0.573574, No Obj: 0.000441, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703070, Class: 0.996183, Obj: 0.057305, No Obj: 0.000095, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813128, Class: 0.996281, Obj: 0.459893, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765577, Class: 0.997287, Obj: 0.068993, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772732, Class: 0.997517, Obj: 0.305558, No Obj: 0.000423, .5R: 1.000000, .75R: 0.666667, count: 6 Region 106 Avg IOU: 0.746400, Class: 0.998289, Obj: 0.461925, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.665667, Class: 0.993554, Obj: 0.072758, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649151, Class: 0.994333, Obj: 0.033605, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.771028, Class: 0.998602, Obj: 0.631731, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710314, Class: 0.998043, Obj: 0.168456, No Obj: 0.000115, .5R: 1.000000, .75R: 0.375000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2760: 0.489328, 0.388747 avg loss, 0.001000 rate, 3.926402 seconds, 176640 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808980, Class: 0.994072, Obj: 0.282323, No Obj: 0.000253, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714817, Class: 0.995348, Obj: 0.080080, No Obj: 0.000089, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.741784, Class: 0.998353, Obj: 0.275192, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717449, Class: 0.999020, Obj: 0.050634, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673331, Class: 0.994134, Obj: 0.052145, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919838, Class: 0.985666, Obj: 0.119434, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771354, Class: 0.999559, Obj: 0.062810, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753349, Class: 0.994549, Obj: 0.287117, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722847, Class: 0.995317, Obj: 0.109290, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830015, Class: 0.993726, Obj: 0.232439, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.664886, Class: 0.996004, Obj: 0.007117, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722947, Class: 0.994702, Obj: 0.135237, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686855, Class: 0.996683, Obj: 0.016092, No Obj: 0.000052, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727650, Class: 0.998449, Obj: 0.117403, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2761: 0.348253, 0.384698 avg loss, 0.001000 rate, 3.921336 seconds, 176704 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729497, Class: 0.995560, Obj: 0.052297, No Obj: 0.000070, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859289, Class: 0.998165, Obj: 0.078993, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.948422, Class: 0.996491, Obj: 0.456876, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780795, Class: 0.998250, Obj: 0.304501, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.961099, Class: 0.999737, Obj: 0.350794, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618247, Class: 0.994741, Obj: 0.011552, No Obj: 0.000085, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836378, Class: 0.997120, Obj: 0.415761, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.764426, Class: 0.997670, Obj: 0.187757, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923826, Class: 0.996693, Obj: 0.604388, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.882211, Class: 0.997614, Obj: 0.065336, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570794, Class: 0.993892, Obj: 0.188170, No Obj: 0.000026, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.821019, Class: 0.999508, Obj: 0.860872, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808411, Class: 0.989256, Obj: 0.184637, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746620, Class: 0.997477, Obj: 0.081567, No Obj: 0.000096, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2762: 0.329139, 0.379142 avg loss, 0.001000 rate, 3.914494 seconds, 176768 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720513, Class: 0.998001, Obj: 0.052452, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703371, Class: 0.996535, Obj: 0.064729, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662550, Class: 0.998412, Obj: 0.018524, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799168, Class: 0.998501, Obj: 0.022461, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729023, Class: 0.986000, Obj: 0.206488, No Obj: 0.000119, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717622, Class: 0.999352, Obj: 0.036088, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757859, Class: 0.993057, Obj: 0.212452, No Obj: 0.000288, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.727599, Class: 0.995398, Obj: 0.118067, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648204, Class: 0.997037, Obj: 0.101646, No Obj: 0.000067, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816041, Class: 0.989133, Obj: 0.109184, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865373, Class: 0.999257, Obj: 0.099265, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2763: 0.299496, 0.371177 avg loss, 0.001000 rate, 3.933532 seconds, 176832 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.529570, Class: 0.993274, Obj: 0.201460, No Obj: 0.000416, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722213, Class: 0.996876, Obj: 0.068043, No Obj: 0.000041, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851176, Class: 0.999873, Obj: 0.365573, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790649, Class: 0.997303, Obj: 0.218962, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670585, Class: 0.995980, Obj: 0.542374, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783314, Class: 0.997752, Obj: 0.089697, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.806175, Class: 0.963954, Obj: 0.001181, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777367, Class: 0.975286, Obj: 0.154212, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.858272, Class: 0.998457, Obj: 0.397162, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786041, Class: 0.992294, Obj: 0.445801, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794444, Class: 0.986416, Obj: 0.031484, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795740, Class: 0.998108, Obj: 0.445759, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818112, Class: 0.976057, Obj: 0.086021, No Obj: 0.000078, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.857324, Class: 0.997236, Obj: 0.222448, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.679927, Class: 0.986911, Obj: 0.127051, No Obj: 0.000278, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.710645, Class: 0.997489, Obj: 0.110913, No Obj: 0.000126, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.796919, Class: 0.998897, Obj: 0.276231, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.839104, Class: 0.992826, Obj: 0.430664, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2764: 0.322590, 0.366319 avg loss, 0.001000 rate, 3.923846 seconds, 176896 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787384, Class: 0.997210, Obj: 0.331808, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.745613, Class: 0.997940, Obj: 0.174975, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862366, Class: 0.995025, Obj: 0.325467, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640399, Class: 0.995083, Obj: 0.148363, No Obj: 0.000063, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.759331, Class: 0.999204, Obj: 0.524403, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777828, Class: 0.998387, Obj: 0.350274, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737263, Class: 0.998445, Obj: 0.270913, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880632, Class: 0.998093, Obj: 0.010939, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601794, Class: 0.997871, Obj: 0.093915, No Obj: 0.000087, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.890375, Class: 0.999349, Obj: 0.893126, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497095, Class: 0.990379, Obj: 0.014365, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758765, Class: 0.998381, Obj: 0.053794, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2765: 0.256855, 0.355372 avg loss, 0.001000 rate, 3.912696 seconds, 176960 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737027, Class: 0.998581, Obj: 0.377248, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745883, Class: 0.995837, Obj: 0.225769, No Obj: 0.000129, .5R: 0.750000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767463, Class: 0.998835, Obj: 0.215453, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819077, Class: 0.997337, Obj: 0.287721, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.730988, Class: 0.996580, Obj: 0.207767, No Obj: 0.000231, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796514, Class: 0.997241, Obj: 0.291507, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678987, Class: 0.997664, Obj: 0.188044, No Obj: 0.000138, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.399179, Class: 0.992673, Obj: 0.006147, No Obj: 0.000007, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844364, Class: 0.999246, Obj: 0.646083, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.881777, Class: 0.997704, Obj: 0.377048, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763100, Class: 0.996736, Obj: 0.245532, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2766: 0.327296, 0.352565 avg loss, 0.001000 rate, 3.925354 seconds, 177024 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813515, Class: 0.994052, Obj: 0.112274, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.904621, Class: 0.998210, Obj: 0.276706, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720792, Class: 0.999698, Obj: 0.691917, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774410, Class: 0.996379, Obj: 0.139161, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889008, Class: 0.982938, Obj: 0.352923, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757118, Class: 0.998156, Obj: 0.158520, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830096, Class: 0.998028, Obj: 0.292542, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668176, Class: 0.998066, Obj: 0.101283, No Obj: 0.000141, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730126, Class: 0.986085, Obj: 0.018138, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.805540, Class: 0.996190, Obj: 0.236462, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758448, Class: 0.998401, Obj: 0.204434, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835248, Class: 0.992366, Obj: 0.164114, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.743276, Class: 0.996729, Obj: 0.332297, No Obj: 0.000191, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2767: 0.352770, 0.352585 avg loss, 0.001000 rate, 3.921146 seconds, 177088 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772660, Class: 0.999418, Obj: 0.227478, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852762, Class: 0.999529, Obj: 0.807807, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799387, Class: 0.987783, Obj: 0.335061, No Obj: 0.000193, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763453, Class: 0.998265, Obj: 0.853125, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718851, Class: 0.997726, Obj: 0.332858, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.697222, Class: 0.989172, Obj: 0.050911, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.827281, Class: 0.997624, Obj: 0.419519, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729915, Class: 0.997496, Obj: 0.410866, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823384, Class: 0.996547, Obj: 0.368525, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.594309, Class: 0.997313, Obj: 0.070267, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718078, Class: 0.995566, Obj: 0.192526, No Obj: 0.000172, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.775847, Class: 0.972631, Obj: 0.066924, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.847471, Class: 0.999028, Obj: 0.874504, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787538, Class: 0.997494, Obj: 0.382444, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.724058, Class: 0.958499, Obj: 0.002113, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727705, Class: 0.994189, Obj: 0.003718, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820504, Class: 0.998344, Obj: 0.180301, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2768: 0.387469, 0.356074 avg loss, 0.001000 rate, 3.923318 seconds, 177152 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650713, Class: 0.996165, Obj: 0.190702, No Obj: 0.000195, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.631056, Class: 0.995040, Obj: 0.054720, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.872025, Class: 0.997894, Obj: 0.644451, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674103, Class: 0.997512, Obj: 0.071976, No Obj: 0.000074, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.702057, Class: 0.985506, Obj: 0.005715, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703880, Class: 0.997487, Obj: 0.201558, No Obj: 0.000188, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863117, Class: 0.999499, Obj: 0.711565, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671605, Class: 0.997735, Obj: 0.169851, No Obj: 0.000175, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862083, Class: 0.991835, Obj: 0.012624, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858402, Class: 0.989484, Obj: 0.006239, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774839, Class: 0.995873, Obj: 0.139233, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746257, Class: 0.995817, Obj: 0.602467, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641294, Class: 0.999405, Obj: 0.156832, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895311, Class: 0.994227, Obj: 0.528093, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657231, Class: 0.998446, Obj: 0.069274, No Obj: 0.000074, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2769: 0.522286, 0.372695 avg loss, 0.001000 rate, 3.923852 seconds, 177216 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767227, Class: 0.998548, Obj: 0.004264, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781062, Class: 0.993951, Obj: 0.138020, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.796664, Class: 0.962889, Obj: 0.054220, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.873195, Class: 0.992773, Obj: 0.203745, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.650048, Class: 0.995809, Obj: 0.184536, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870697, Class: 0.998304, Obj: 0.619486, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607168, Class: 0.996572, Obj: 0.112634, No Obj: 0.000077, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785122, Class: 0.997457, Obj: 0.232396, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779132, Class: 0.998845, Obj: 0.391502, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877410, Class: 0.994257, Obj: 0.281955, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.657949, Class: 0.993052, Obj: 0.142739, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676062, Class: 0.997867, Obj: 0.309634, No Obj: 0.000111, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.563762, Class: 0.986451, Obj: 0.015174, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.772414, Class: 0.998498, Obj: 0.362396, No Obj: 0.000318, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842961, Class: 0.996619, Obj: 0.224433, No Obj: 0.000133, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2770: 0.371982, 0.372624 avg loss, 0.001000 rate, 3.922663 seconds, 177280 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844326, Class: 0.986616, Obj: 0.208837, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.771515, Class: 0.992439, Obj: 0.046896, No Obj: 0.000083, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.706038, Class: 0.998520, Obj: 0.145865, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706817, Class: 0.999530, Obj: 0.336415, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696979, Class: 0.986206, Obj: 0.028888, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.658960, Class: 0.996279, Obj: 0.140730, No Obj: 0.000122, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781211, Class: 0.998654, Obj: 0.898951, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795757, Class: 0.997254, Obj: 0.135058, No Obj: 0.000188, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640655, Class: 0.996796, Obj: 0.283917, No Obj: 0.000148, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755096, Class: 0.997169, Obj: 0.119742, No Obj: 0.000099, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805748, Class: 0.989196, Obj: 0.183946, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687749, Class: 0.996345, Obj: 0.121700, No Obj: 0.000112, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845468, Class: 0.986170, Obj: 0.103055, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.814681, Class: 0.998880, Obj: 0.402877, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2771: 0.506851, 0.386046 avg loss, 0.001000 rate, 3.929601 seconds, 177344 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.645860, Class: 0.990549, Obj: 0.129733, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814136, Class: 0.997535, Obj: 0.688388, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804623, Class: 0.999690, Obj: 0.428080, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886710, Class: 0.999896, Obj: 0.957377, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.569373, Class: 0.992825, Obj: 0.042641, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817155, Class: 0.993481, Obj: 0.191930, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832774, Class: 0.996943, Obj: 0.257493, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818462, Class: 0.998543, Obj: 0.383021, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857719, Class: 0.999461, Obj: 0.175172, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761479, Class: 0.996656, Obj: 0.071638, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656994, Class: 0.996758, Obj: 0.033118, No Obj: 0.000068, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.699931, Class: 0.998820, Obj: 0.545078, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750528, Class: 0.998431, Obj: 0.343671, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743765, Class: 0.972509, Obj: 0.017671, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.748024, Class: 0.998452, Obj: 0.331362, No Obj: 0.000102, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2772: 0.345493, 0.381991 avg loss, 0.001000 rate, 3.921573 seconds, 177408 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696135, Class: 0.994972, Obj: 0.286921, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.678520, Class: 0.996900, Obj: 0.135116, No Obj: 0.000084, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919830, Class: 0.999627, Obj: 0.650897, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761792, Class: 0.997897, Obj: 0.043795, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827453, Class: 0.999032, Obj: 0.587896, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842625, Class: 0.998506, Obj: 0.654760, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.842825, Class: 0.998012, Obj: 0.704288, No Obj: 0.000403, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789371, Class: 0.995865, Obj: 0.608552, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767852, Class: 0.995910, Obj: 0.097158, No Obj: 0.000134, .5R: 0.909091, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759906, Class: 0.997819, Obj: 0.439135, No Obj: 0.000185, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776078, Class: 0.999624, Obj: 0.464195, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787731, Class: 0.997962, Obj: 0.193262, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800979, Class: 0.997830, Obj: 0.151706, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606695, Class: 0.997066, Obj: 0.205912, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2773: 0.361349, 0.379927 avg loss, 0.001000 rate, 3.923916 seconds, 177472 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.885669, Class: 0.987352, Obj: 0.006090, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716414, Class: 0.998235, Obj: 0.141561, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732051, Class: 0.996768, Obj: 0.128401, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880772, Class: 0.998135, Obj: 0.766833, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719929, Class: 0.995277, Obj: 0.164118, No Obj: 0.000157, .5R: 0.818182, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682691, Class: 0.997991, Obj: 0.143444, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750271, Class: 0.987408, Obj: 0.048544, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860798, Class: 0.998160, Obj: 0.129548, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828561, Class: 0.997806, Obj: 0.701361, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.736219, Class: 0.996305, Obj: 0.051647, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.724551, Class: 0.982428, Obj: 0.177108, No Obj: 0.000411, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708693, Class: 0.996040, Obj: 0.099380, No Obj: 0.000057, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771709, Class: 0.999798, Obj: 0.890788, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754251, Class: 0.998484, Obj: 0.233905, No Obj: 0.000086, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2774: 0.398276, 0.381762 avg loss, 0.001000 rate, 3.915941 seconds, 177536 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884532, Class: 0.996512, Obj: 0.185384, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834237, Class: 0.999197, Obj: 0.430943, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.847080, Class: 0.989490, Obj: 0.791672, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814032, Class: 0.999219, Obj: 0.220686, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640858, Class: 0.996255, Obj: 0.204712, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676554, Class: 0.997658, Obj: 0.258567, No Obj: 0.000152, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861277, Class: 0.992678, Obj: 0.187263, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655143, Class: 0.994321, Obj: 0.157240, No Obj: 0.000125, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792936, Class: 0.999209, Obj: 0.270606, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764072, Class: 0.995485, Obj: 0.190373, No Obj: 0.000103, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801267, Class: 0.997433, Obj: 0.156209, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733315, Class: 0.997971, Obj: 0.250568, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857687, Class: 0.998798, Obj: 0.332609, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707953, Class: 0.996974, Obj: 0.042346, No Obj: 0.000149, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2775: 0.418998, 0.385485 avg loss, 0.001000 rate, 3.926639 seconds, 177600 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.745620, Class: 0.995371, Obj: 0.012438, No Obj: 0.000454, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831343, Class: 0.995847, Obj: 0.206139, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773133, Class: 0.989153, Obj: 0.224182, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697922, Class: 0.996999, Obj: 0.033415, No Obj: 0.000064, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760982, Class: 0.995680, Obj: 0.047398, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720765, Class: 0.999645, Obj: 0.584739, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.807725, Class: 0.999435, Obj: 0.331163, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.570675, Class: 0.993264, Obj: 0.004095, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728938, Class: 0.995859, Obj: 0.248140, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.902428, Class: 0.999258, Obj: 0.004298, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727223, Class: 0.999574, Obj: 0.328349, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894781, Class: 0.999872, Obj: 0.765165, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.632099, Class: 0.996540, Obj: 0.134768, No Obj: 0.000154, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846903, Class: 0.998171, Obj: 0.167758, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2776: 0.323708, 0.379307 avg loss, 0.001000 rate, 3.903003 seconds, 177664 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.891173, Class: 0.995359, Obj: 0.469739, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675389, Class: 0.999455, Obj: 0.138103, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864283, Class: 0.997407, Obj: 0.461897, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.723636, Class: 0.998217, Obj: 0.102248, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.694462, Class: 0.998235, Obj: 0.358419, No Obj: 0.000397, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780539, Class: 0.998098, Obj: 0.627066, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733153, Class: 0.998833, Obj: 0.415315, No Obj: 0.000202, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875553, Class: 0.997542, Obj: 0.533103, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652416, Class: 0.997695, Obj: 0.278878, No Obj: 0.000114, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862296, Class: 0.988015, Obj: 0.308539, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698798, Class: 0.998989, Obj: 0.776355, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.671754, Class: 0.996547, Obj: 0.748935, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.800658, Class: 0.986576, Obj: 0.002859, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746838, Class: 0.998767, Obj: 0.153991, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784705, Class: 0.999284, Obj: 0.064041, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000306, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689259, Class: 0.996294, Obj: 0.055649, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762917, Class: 0.997522, Obj: 0.176548, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2777: 0.320642, 0.373441 avg loss, 0.001000 rate, 3.922429 seconds, 177728 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.473565, Class: 0.954514, Obj: 0.000315, No Obj: 0.000039, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.707431, Class: 0.996105, Obj: 0.095139, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.704896, Class: 0.994955, Obj: 0.071423, No Obj: 0.000115, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771921, Class: 0.999445, Obj: 0.466720, No Obj: 0.000186, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.640264, Class: 0.998584, Obj: 0.131045, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.863120, Class: 0.995899, Obj: 0.392882, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887575, Class: 0.986650, Obj: 0.441855, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733226, Class: 0.996222, Obj: 0.029863, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843198, Class: 0.981066, Obj: 0.084962, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.785147, Class: 0.997166, Obj: 0.243180, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812200, Class: 0.998428, Obj: 0.295824, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856670, Class: 0.998752, Obj: 0.123729, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889151, Class: 0.998290, Obj: 0.337028, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751897, Class: 0.995241, Obj: 0.114395, No Obj: 0.000104, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881335, Class: 0.999342, Obj: 0.320609, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772498, Class: 0.997637, Obj: 0.194813, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.813969, Class: 0.993385, Obj: 0.182810, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561815, Class: 0.997891, Obj: 0.026589, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2778: 0.428138, 0.378911 avg loss, 0.001000 rate, 3.909312 seconds, 177792 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895180, Class: 0.999691, Obj: 0.053748, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691124, Class: 0.993129, Obj: 0.132115, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843435, Class: 0.998655, Obj: 0.272543, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868771, Class: 0.996479, Obj: 0.007576, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611560, Class: 0.998860, Obj: 0.061941, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698509, Class: 0.998460, Obj: 0.139700, No Obj: 0.000106, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819456, Class: 0.999187, Obj: 0.239991, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.739907, Class: 0.998063, Obj: 0.120790, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781493, Class: 0.999608, Obj: 0.049387, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801793, Class: 0.997044, Obj: 0.145423, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840728, Class: 0.997598, Obj: 0.166843, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759931, Class: 0.999083, Obj: 0.087431, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2779: 0.321901, 0.373210 avg loss, 0.001000 rate, 3.906525 seconds, 177856 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773966, Class: 0.992602, Obj: 0.072607, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693481, Class: 0.998404, Obj: 0.100521, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667202, Class: 0.997337, Obj: 0.450434, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.508739, Class: 0.995419, Obj: 0.141207, No Obj: 0.000168, .5R: 0.454545, .75R: 0.090909, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795914, Class: 0.996521, Obj: 0.397194, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626111, Class: 0.996345, Obj: 0.029476, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930701, Class: 0.998628, Obj: 0.049042, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797501, Class: 0.996407, Obj: 0.148494, No Obj: 0.000162, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834131, Class: 0.999477, Obj: 0.450993, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.797038, Class: 0.997193, Obj: 0.205368, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883554, Class: 0.993514, Obj: 0.108110, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798636, Class: 0.996715, Obj: 0.213456, No Obj: 0.000036, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640853, Class: 0.993493, Obj: 0.259108, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.474801, Class: 0.998264, Obj: 0.019030, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837030, Class: 0.999212, Obj: 0.231356, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674398, Class: 0.996006, Obj: 0.081655, No Obj: 0.000086, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2780: 0.448720, 0.380761 avg loss, 0.001000 rate, 3.922236 seconds, 177920 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828866, Class: 0.996288, Obj: 0.066932, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704452, Class: 0.998425, Obj: 0.143765, No Obj: 0.000149, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802324, Class: 0.997615, Obj: 0.583067, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.398863, Class: 0.994828, Obj: 0.000035, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849034, Class: 0.990476, Obj: 0.361391, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679769, Class: 0.997951, Obj: 0.223073, No Obj: 0.000084, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726534, Class: 0.991355, Obj: 0.339696, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.719298, Class: 0.993462, Obj: 0.182551, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766877, Class: 0.999136, Obj: 0.473650, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762718, Class: 0.998097, Obj: 0.240261, No Obj: 0.000164, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819306, Class: 0.999193, Obj: 0.187125, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850276, Class: 0.995918, Obj: 0.091973, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660930, Class: 0.994639, Obj: 0.141705, No Obj: 0.000067, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818331, Class: 0.995046, Obj: 0.266381, No Obj: 0.000239, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.825976, Class: 0.999369, Obj: 0.214773, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2781: 0.380746, 0.380759 avg loss, 0.001000 rate, 3.918615 seconds, 177984 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818613, Class: 0.996472, Obj: 0.060288, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.791483, Class: 0.996863, Obj: 0.187614, No Obj: 0.000126, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866703, Class: 0.996497, Obj: 0.150755, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907216, Class: 0.997520, Obj: 0.770470, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767075, Class: 0.998244, Obj: 0.206449, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793254, Class: 0.999085, Obj: 0.342848, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732503, Class: 0.976513, Obj: 0.003479, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618789, Class: 0.997598, Obj: 0.070117, No Obj: 0.000049, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.589574, Class: 0.969537, Obj: 0.312777, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811042, Class: 0.999931, Obj: 0.676406, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720117, Class: 0.997723, Obj: 0.091141, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830559, Class: 0.991154, Obj: 0.224809, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.687263, Class: 0.997583, Obj: 0.135910, No Obj: 0.000098, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718718, Class: 0.993289, Obj: 0.000981, No Obj: 0.000011, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2782: 0.348440, 0.377527 avg loss, 0.001000 rate, 3.921602 seconds, 178048 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829361, Class: 0.998360, Obj: 0.359742, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841236, Class: 0.999653, Obj: 0.302470, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643631, Class: 0.997305, Obj: 0.179560, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753399, Class: 0.998129, Obj: 0.179411, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741809, Class: 0.997902, Obj: 0.362372, No Obj: 0.000242, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.670620, Class: 0.995730, Obj: 0.071535, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727911, Class: 0.999039, Obj: 0.032916, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725914, Class: 0.997741, Obj: 0.101914, No Obj: 0.000078, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.697751, Class: 0.997321, Obj: 0.185081, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811288, Class: 0.997172, Obj: 0.333006, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.722746, Class: 0.997956, Obj: 0.079825, No Obj: 0.000101, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804751, Class: 0.994856, Obj: 0.052311, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648090, Class: 0.938705, Obj: 0.000014, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2783: 0.320024, 0.371777 avg loss, 0.001000 rate, 3.922265 seconds, 178112 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.702362, Class: 0.995185, Obj: 0.062878, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.826291, Class: 0.994281, Obj: 0.545601, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704505, Class: 0.995312, Obj: 0.111012, No Obj: 0.000086, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.773690, Class: 0.998090, Obj: 0.829287, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798077, Class: 0.995242, Obj: 0.149608, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.802853, Class: 0.998406, Obj: 0.209256, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734210, Class: 0.983128, Obj: 0.396079, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730436, Class: 0.991436, Obj: 0.095685, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674442, Class: 0.991391, Obj: 0.051746, No Obj: 0.000090, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.704036, Class: 0.996654, Obj: 0.685352, No Obj: 0.000303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.880997, Class: 0.999518, Obj: 0.020253, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728537, Class: 0.996563, Obj: 0.123499, No Obj: 0.000080, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786419, Class: 0.994655, Obj: 0.414407, No Obj: 0.000258, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.684041, Class: 0.996559, Obj: 0.189070, No Obj: 0.000108, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825665, Class: 0.989915, Obj: 0.289095, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729566, Class: 0.996699, Obj: 0.083936, No Obj: 0.000132, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.629580, Class: 0.993941, Obj: 0.946540, No Obj: 0.000361, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.896951, Class: 0.999083, Obj: 0.883200, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809235, Class: 0.996287, Obj: 0.262118, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2784: 0.507655, 0.385365 avg loss, 0.001000 rate, 3.928631 seconds, 178176 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799380, Class: 0.984588, Obj: 0.001869, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727936, Class: 0.999415, Obj: 0.042350, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675899, Class: 0.991081, Obj: 0.020319, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.846896, Class: 0.998924, Obj: 0.195591, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642584, Class: 0.977421, Obj: 0.195778, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837433, Class: 0.998955, Obj: 0.468526, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764369, Class: 0.999270, Obj: 0.322957, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665707, Class: 0.983658, Obj: 0.000210, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720812, Class: 0.997616, Obj: 0.143138, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758342, Class: 0.994051, Obj: 0.157332, No Obj: 0.000190, .5R: 1.000000, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797231, Class: 0.995535, Obj: 0.538438, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721927, Class: 0.997642, Obj: 0.065475, No Obj: 0.000127, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2785: 0.372498, 0.384078 avg loss, 0.001000 rate, 3.920848 seconds, 178240 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779168, Class: 0.980855, Obj: 0.205890, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787630, Class: 0.995956, Obj: 0.046237, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.701543, Class: 0.967991, Obj: 0.001622, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728586, Class: 0.991207, Obj: 0.047925, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675216, Class: 0.994384, Obj: 0.016302, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796443, Class: 0.997673, Obj: 0.162503, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799200, Class: 0.996636, Obj: 0.254810, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.790676, Class: 0.987887, Obj: 0.015193, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777788, Class: 0.998543, Obj: 0.555760, No Obj: 0.000277, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881336, Class: 0.999017, Obj: 0.388999, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714834, Class: 0.997598, Obj: 0.333257, No Obj: 0.000149, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879919, Class: 0.997402, Obj: 0.337599, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739876, Class: 0.996042, Obj: 0.093099, No Obj: 0.000121, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.887125, Class: 0.992144, Obj: 0.773084, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759479, Class: 0.992977, Obj: 0.022643, No Obj: 0.000038, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2786: 0.353753, 0.381046 avg loss, 0.001000 rate, 3.919761 seconds, 178304 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.762109, Class: 0.998168, Obj: 0.248016, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.721129, Class: 0.990970, Obj: 0.104238, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.817081, Class: 0.994421, Obj: 0.201640, No Obj: 0.000145, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781520, Class: 0.996116, Obj: 0.253556, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.586144, Class: 0.996190, Obj: 0.615043, No Obj: 0.000282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.875335, Class: 0.985066, Obj: 0.302229, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715302, Class: 0.994746, Obj: 0.065770, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865236, Class: 0.988373, Obj: 0.381007, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.799155, Class: 0.999073, Obj: 0.437283, No Obj: 0.000156, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000405, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834766, Class: 0.999459, Obj: 0.544829, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768371, Class: 0.997768, Obj: 0.118436, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.907574, Class: 0.992233, Obj: 0.947249, No Obj: 0.000475, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.838696, Class: 0.995537, Obj: 0.350005, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.842218, Class: 0.998805, Obj: 0.075706, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.719947, Class: 0.999099, Obj: 0.745672, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753751, Class: 0.994449, Obj: 0.138364, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902437, Class: 0.997980, Obj: 0.238492, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695234, Class: 0.996576, Obj: 0.076971, No Obj: 0.000177, .5R: 1.000000, .75R: 0.333333, count: 9 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2787: 0.344303, 0.377371 avg loss, 0.001000 rate, 3.919946 seconds, 178368 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813219, Class: 0.998160, Obj: 0.279543, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832025, Class: 0.995899, Obj: 0.439164, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736907, Class: 0.993983, Obj: 0.135607, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848822, Class: 0.997536, Obj: 0.463360, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751354, Class: 0.996250, Obj: 0.165536, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705074, Class: 0.999549, Obj: 0.581587, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806099, Class: 0.996835, Obj: 0.133847, No Obj: 0.000168, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755240, Class: 0.997368, Obj: 0.119885, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713356, Class: 0.997685, Obj: 0.165536, No Obj: 0.000128, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786781, Class: 0.994494, Obj: 0.031456, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2788: 0.289922, 0.368626 avg loss, 0.001000 rate, 3.915704 seconds, 178432 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560451, Class: 0.995883, Obj: 0.110056, No Obj: 0.000120, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751328, Class: 0.993934, Obj: 0.189726, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.616468, Class: 0.994644, Obj: 0.170270, No Obj: 0.000128, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787606, Class: 0.999414, Obj: 0.673525, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733005, Class: 0.998355, Obj: 0.077657, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821171, Class: 0.997917, Obj: 0.230328, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.887906, Class: 0.998563, Obj: 0.732914, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793916, Class: 0.998938, Obj: 0.029860, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686580, Class: 0.999732, Obj: 0.807881, No Obj: 0.000295, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.836263, Class: 0.997426, Obj: 0.142198, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772032, Class: 0.999703, Obj: 0.512963, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766965, Class: 0.994293, Obj: 0.167501, No Obj: 0.000138, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824044, Class: 0.999033, Obj: 0.948206, No Obj: 0.000341, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746034, Class: 0.998437, Obj: 0.369387, No Obj: 0.000166, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2789: 0.347194, 0.366483 avg loss, 0.001000 rate, 3.914693 seconds, 178496 images Loaded: 0.000086 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772583, Class: 0.999697, Obj: 0.719888, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782263, Class: 0.991657, Obj: 0.441158, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709012, Class: 0.998509, Obj: 0.208530, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.763330, Class: 0.999838, Obj: 0.242951, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.903237, Class: 0.993075, Obj: 0.591111, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.831777, Class: 0.988060, Obj: 0.147240, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.630661, Class: 0.997576, Obj: 0.046107, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733421, Class: 0.901948, Obj: 0.006185, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673118, Class: 0.997452, Obj: 0.308002, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.634906, Class: 0.977138, Obj: 0.034878, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803161, Class: 0.995283, Obj: 0.161322, No Obj: 0.000200, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713158, Class: 0.999939, Obj: 0.955968, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.855539, Class: 0.996206, Obj: 0.146205, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.609870, Class: 0.998625, Obj: 0.068035, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828687, Class: 0.997889, Obj: 0.243854, No Obj: 0.000209, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2790: 0.302474, 0.360082 avg loss, 0.001000 rate, 3.931882 seconds, 178560 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761415, Class: 0.993162, Obj: 0.250271, No Obj: 0.000435, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.726336, Class: 0.994870, Obj: 0.087417, No Obj: 0.000154, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774344, Class: 0.996190, Obj: 0.167583, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864113, Class: 0.999517, Obj: 0.781956, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813516, Class: 0.996351, Obj: 0.144263, No Obj: 0.000146, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923411, Class: 0.999855, Obj: 0.250627, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.753114, Class: 0.987023, Obj: 0.030596, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808983, Class: 0.997335, Obj: 0.177310, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721941, Class: 0.999788, Obj: 0.432985, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.323940, Class: 0.998389, Obj: 0.000249, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.457816, Class: 0.979512, Obj: 0.002416, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670857, Class: 0.998321, Obj: 0.076366, No Obj: 0.000071, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786142, Class: 0.999262, Obj: 0.025127, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701825, Class: 0.994722, Obj: 0.069124, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2791: 0.373835, 0.361458 avg loss, 0.001000 rate, 3.928032 seconds, 178624 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695942, Class: 0.997822, Obj: 0.120901, No Obj: 0.000107, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846500, Class: 0.998901, Obj: 0.752119, No Obj: 0.000376, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.687154, Class: 0.998080, Obj: 0.112850, No Obj: 0.000090, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.678502, Class: 0.998465, Obj: 0.152105, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808673, Class: 0.999387, Obj: 0.008233, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752093, Class: 0.998650, Obj: 0.463318, No Obj: 0.000196, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809105, Class: 0.992883, Obj: 0.121301, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707033, Class: 0.996477, Obj: 0.155976, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677486, Class: 0.994683, Obj: 0.751171, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723032, Class: 0.997446, Obj: 0.095153, No Obj: 0.000142, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776131, Class: 0.999785, Obj: 0.581600, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859153, Class: 0.998387, Obj: 0.247335, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687481, Class: 0.786598, Obj: 0.000043, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653229, Class: 0.992713, Obj: 0.026732, No Obj: 0.000077, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.970653, Class: 0.997053, Obj: 0.555964, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747467, Class: 0.999817, Obj: 0.913430, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770348, Class: 0.994554, Obj: 0.122757, No Obj: 0.000151, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2792: 0.468430, 0.372155 avg loss, 0.001000 rate, 3.927505 seconds, 178688 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779769, Class: 0.995319, Obj: 0.071973, No Obj: 0.000050, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.856262, Class: 0.997296, Obj: 0.805173, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730687, Class: 0.999573, Obj: 0.062511, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749719, Class: 0.979418, Obj: 0.060997, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.684612, Class: 0.993296, Obj: 0.012666, No Obj: 0.000040, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704385, Class: 0.986977, Obj: 0.340909, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828480, Class: 0.997605, Obj: 0.262098, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884271, Class: 0.991261, Obj: 0.356806, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779077, Class: 0.995426, Obj: 0.068916, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829263, Class: 0.996006, Obj: 0.309645, No Obj: 0.000212, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.855697, Class: 0.997443, Obj: 0.232391, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755777, Class: 0.996522, Obj: 0.269665, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.863151, Class: 0.998639, Obj: 0.359202, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.822472, Class: 0.999586, Obj: 0.828583, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.675862, Class: 0.999223, Obj: 0.000153, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691637, Class: 0.998670, Obj: 0.312754, No Obj: 0.000172, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2793: 0.306423, 0.365582 avg loss, 0.001000 rate, 3.925475 seconds, 178752 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841306, Class: 0.997555, Obj: 0.302596, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.552281, Class: 0.996892, Obj: 0.327325, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790354, Class: 0.980089, Obj: 0.059019, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.412633, Class: 0.993173, Obj: 0.083039, No Obj: 0.000025, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615537, Class: 0.995088, Obj: 0.117710, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.858303, Class: 0.998420, Obj: 0.217948, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677690, Class: 0.976069, Obj: 0.010586, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748645, Class: 0.993815, Obj: 0.026548, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.774768, Class: 0.999076, Obj: 0.785715, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.740022, Class: 0.999727, Obj: 0.061703, No Obj: 0.000101, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.583911, Class: 0.995216, Obj: 0.124527, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603553, Class: 0.987310, Obj: 0.000046, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741144, Class: 0.998427, Obj: 0.153506, No Obj: 0.000132, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799282, Class: 0.994167, Obj: 0.218051, No Obj: 0.000090, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2794: 0.524340, 0.381457 avg loss, 0.001000 rate, 3.922175 seconds, 178816 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709956, Class: 0.997660, Obj: 0.462432, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733436, Class: 0.998273, Obj: 0.000388, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903632, Class: 0.994375, Obj: 0.469649, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809486, Class: 0.998109, Obj: 0.100157, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622654, Class: 0.992975, Obj: 0.005498, No Obj: 0.000042, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.852972, Class: 0.984690, Obj: 0.003871, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734618, Class: 0.993383, Obj: 0.108557, No Obj: 0.000124, .5R: 1.000000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722745, Class: 0.999958, Obj: 0.573360, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751747, Class: 0.997982, Obj: 0.111087, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790091, Class: 0.995482, Obj: 0.398123, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.809197, Class: 0.995034, Obj: 0.221835, No Obj: 0.000123, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801011, Class: 0.992867, Obj: 0.264667, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670095, Class: 0.996012, Obj: 0.166201, No Obj: 0.000077, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2795: 0.387294, 0.382041 avg loss, 0.001000 rate, 3.922499 seconds, 178880 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699867, Class: 0.994023, Obj: 0.082497, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768438, Class: 0.996147, Obj: 0.107948, No Obj: 0.000183, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845945, Class: 0.990303, Obj: 0.308504, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675924, Class: 0.991336, Obj: 0.170240, No Obj: 0.000103, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.745886, Class: 0.994692, Obj: 0.006007, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.854539, Class: 0.987264, Obj: 0.521278, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779384, Class: 0.996107, Obj: 0.261648, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798857, Class: 0.994423, Obj: 0.256074, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.650212, Class: 0.991413, Obj: 0.123117, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715528, Class: 0.999509, Obj: 0.360775, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.640110, Class: 0.996107, Obj: 0.065187, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842695, Class: 0.995046, Obj: 0.278060, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.726120, Class: 0.996772, Obj: 0.195497, No Obj: 0.000135, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711573, Class: 0.985049, Obj: 0.179982, No Obj: 0.000123, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2796: 0.421117, 0.385949 avg loss, 0.001000 rate, 3.922527 seconds, 178944 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731127, Class: 0.999961, Obj: 0.614663, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781686, Class: 0.995893, Obj: 0.276127, No Obj: 0.000143, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.728408, Class: 0.980120, Obj: 0.316360, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784400, Class: 0.993499, Obj: 0.238577, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.695503, Class: 0.994137, Obj: 0.456620, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.781775, Class: 0.986992, Obj: 0.026994, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755699, Class: 0.993666, Obj: 0.240795, No Obj: 0.000142, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629782, Class: 0.993846, Obj: 0.162665, No Obj: 0.000139, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613115, Class: 0.996676, Obj: 0.178545, No Obj: 0.000096, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.594242, Class: 0.999979, Obj: 0.552954, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733329, Class: 0.995070, Obj: 0.011848, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845661, Class: 0.984040, Obj: 0.027273, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685410, Class: 0.984029, Obj: 0.019148, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695164, Class: 0.997584, Obj: 0.013731, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832687, Class: 0.996999, Obj: 0.407105, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2797: 0.352198, 0.382574 avg loss, 0.001000 rate, 3.929833 seconds, 179008 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829581, Class: 0.999904, Obj: 0.788338, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782377, Class: 0.991750, Obj: 0.006439, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735649, Class: 0.994311, Obj: 0.320627, No Obj: 0.000237, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887899, Class: 0.993737, Obj: 0.037523, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672547, Class: 0.997195, Obj: 0.393847, No Obj: 0.000165, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865148, Class: 0.994174, Obj: 0.219041, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.615990, Class: 0.995633, Obj: 0.083995, No Obj: 0.000165, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750683, Class: 0.977615, Obj: 0.046199, No Obj: 0.000136, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.687606, Class: 0.994631, Obj: 0.313616, No Obj: 0.000190, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686329, Class: 0.976696, Obj: 0.166082, No Obj: 0.000054, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.424622, Class: 0.993313, Obj: 0.001757, No Obj: 0.000025, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838930, Class: 0.999407, Obj: 0.373847, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743678, Class: 0.997866, Obj: 0.323910, No Obj: 0.000246, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2798: 0.442502, 0.388567 avg loss, 0.001000 rate, 3.915355 seconds, 179072 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826832, Class: 0.998101, Obj: 0.031946, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673149, Class: 0.997041, Obj: 0.310282, No Obj: 0.000284, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703251, Class: 0.977884, Obj: 0.145265, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669014, Class: 0.997361, Obj: 0.083304, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744874, Class: 0.996824, Obj: 0.310441, No Obj: 0.000237, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.735932, Class: 0.997680, Obj: 0.247189, No Obj: 0.000207, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.756595, Class: 0.983703, Obj: 0.000431, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681658, Class: 0.996010, Obj: 0.037882, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718252, Class: 0.997825, Obj: 0.332272, No Obj: 0.000109, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653782, Class: 0.994898, Obj: 0.227707, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673693, Class: 0.998297, Obj: 0.243750, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884007, Class: 0.995569, Obj: 0.039470, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.819582, Class: 0.998253, Obj: 0.412277, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2799: 0.320829, 0.381793 avg loss, 0.001000 rate, 3.913852 seconds, 179136 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833592, Class: 0.997230, Obj: 0.296582, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712933, Class: 0.994529, Obj: 0.305232, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.828697, Class: 0.997748, Obj: 0.097470, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797751, Class: 0.990972, Obj: 0.461600, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742855, Class: 0.998851, Obj: 0.164337, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746618, Class: 0.996687, Obj: 0.443187, No Obj: 0.000285, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832625, Class: 0.997808, Obj: 0.508749, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.611506, Class: 0.995175, Obj: 0.239606, No Obj: 0.000143, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.855853, Class: 0.971243, Obj: 0.342485, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.737265, Class: 0.948170, Obj: 0.036739, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.669597, Class: 0.993582, Obj: 0.131007, No Obj: 0.000107, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822266, Class: 0.995304, Obj: 0.008194, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591432, Class: 0.995723, Obj: 0.047277, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736165, Class: 0.989742, Obj: 0.156818, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.580766, Class: 0.996046, Obj: 0.603826, No Obj: 0.000307, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733910, Class: 0.995776, Obj: 0.336354, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2800: 0.373465, 0.380960 avg loss, 0.001000 rate, 3.915366 seconds, 179200 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.813878, Class: 0.998890, Obj: 0.134014, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764883, Class: 0.992134, Obj: 0.124263, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803228, Class: 0.994552, Obj: 0.241248, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839340, Class: 0.997139, Obj: 0.250898, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861990, Class: 0.999358, Obj: 0.443420, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707417, Class: 0.994235, Obj: 0.093168, No Obj: 0.000152, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884386, Class: 0.999238, Obj: 0.515125, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708396, Class: 0.996236, Obj: 0.087803, No Obj: 0.000105, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.803283, Class: 0.993342, Obj: 0.183951, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.904774, Class: 0.990855, Obj: 0.094554, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759860, Class: 0.996429, Obj: 0.144274, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721566, Class: 0.996414, Obj: 0.033268, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792794, Class: 0.999666, Obj: 0.862465, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783172, Class: 0.996151, Obj: 0.162956, No Obj: 0.000157, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.660709, Class: 0.981160, Obj: 0.000110, No Obj: 0.000004, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.723202, Class: 0.992095, Obj: 0.003406, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671332, Class: 0.994993, Obj: 0.234902, No Obj: 0.000198, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2801: 0.422355, 0.385100 avg loss, 0.001000 rate, 3.707031 seconds, 179264 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803962, Class: 0.998714, Obj: 0.404403, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618308, Class: 0.995968, Obj: 0.193678, No Obj: 0.000111, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.827271, Class: 0.996008, Obj: 0.062894, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.756022, Class: 0.999351, Obj: 0.560813, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734701, Class: 0.993623, Obj: 0.095607, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.613621, Class: 0.999322, Obj: 0.439890, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805498, Class: 0.999443, Obj: 0.423026, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790462, Class: 0.994036, Obj: 0.348260, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.755747, Class: 0.995614, Obj: 0.294605, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741266, Class: 0.994277, Obj: 0.240323, No Obj: 0.000161, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771000, Class: 0.999497, Obj: 0.108649, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810966, Class: 0.997587, Obj: 0.214002, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720164, Class: 0.999829, Obj: 0.077968, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593940, Class: 0.999656, Obj: 0.021826, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2802: 0.241135, 0.370703 avg loss, 0.001000 rate, 3.904028 seconds, 179328 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823637, Class: 0.992706, Obj: 0.389020, No Obj: 0.000218, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.691206, Class: 0.997948, Obj: 0.273662, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677919, Class: 0.990811, Obj: 0.157407, No Obj: 0.000199, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.370820, Class: 0.988034, Obj: 0.000027, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.820551, Class: 0.997776, Obj: 0.151428, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.892286, Class: 0.990188, Obj: 0.066521, No Obj: 0.000341, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.643723, Class: 0.996255, Obj: 0.039403, No Obj: 0.000067, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827358, Class: 0.993012, Obj: 0.649787, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827719, Class: 0.997399, Obj: 0.036197, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.690509, Class: 0.995283, Obj: 0.077860, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731270, Class: 0.996617, Obj: 0.118836, No Obj: 0.000095, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869114, Class: 0.990768, Obj: 0.599287, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681330, Class: 0.997276, Obj: 0.181161, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798244, Class: 0.998082, Obj: 0.780855, No Obj: 0.000377, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.593609, Class: 0.995893, Obj: 0.030116, No Obj: 0.000057, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673583, Class: 0.994722, Obj: 0.245794, No Obj: 0.000129, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2803: 0.423970, 0.376030 avg loss, 0.001000 rate, 3.911782 seconds, 179392 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722584, Class: 0.960631, Obj: 0.024223, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719182, Class: 0.994127, Obj: 0.043038, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805359, Class: 0.995979, Obj: 0.391026, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730154, Class: 0.994403, Obj: 0.121410, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840305, Class: 0.999979, Obj: 0.966397, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750051, Class: 0.997584, Obj: 0.018362, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.719349, Class: 0.972641, Obj: 0.255383, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.796530, Class: 0.988853, Obj: 0.009612, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686984, Class: 0.995675, Obj: 0.214599, No Obj: 0.000145, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900819, Class: 0.982133, Obj: 0.195814, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691255, Class: 0.996186, Obj: 0.119562, No Obj: 0.000090, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786958, Class: 0.996170, Obj: 0.113073, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730680, Class: 0.996158, Obj: 0.108549, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574979, Class: 0.996576, Obj: 0.186330, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2804: 0.401489, 0.378576 avg loss, 0.001000 rate, 3.919437 seconds, 179456 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841718, Class: 0.992833, Obj: 0.251733, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801525, Class: 0.996042, Obj: 0.030856, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.577320, Class: 0.991890, Obj: 0.105974, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711483, Class: 0.994325, Obj: 0.070821, No Obj: 0.000061, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833657, Class: 0.982016, Obj: 0.398528, No Obj: 0.000687, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.698242, Class: 0.995377, Obj: 0.057779, No Obj: 0.000074, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827016, Class: 0.999157, Obj: 0.676355, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730468, Class: 0.997304, Obj: 0.201166, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648513, Class: 0.985335, Obj: 0.040241, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737825, Class: 0.996402, Obj: 0.050159, No Obj: 0.000074, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809035, Class: 0.998029, Obj: 0.179423, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842399, Class: 0.995468, Obj: 0.147840, No Obj: 0.000075, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.773029, Class: 0.994405, Obj: 0.634899, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805356, Class: 0.992327, Obj: 0.346510, No Obj: 0.000261, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.771301, Class: 0.995464, Obj: 0.130866, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.806517, Class: 0.986650, Obj: 0.018333, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804537, Class: 0.996088, Obj: 0.206430, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2805: 0.453876, 0.386106 avg loss, 0.001000 rate, 3.906277 seconds, 179520 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.615512, Class: 0.987172, Obj: 0.010123, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721225, Class: 0.993717, Obj: 0.173857, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.805601, Class: 0.989539, Obj: 0.035271, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.500413, Class: 0.992196, Obj: 0.031553, No Obj: 0.000035, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816667, Class: 0.989374, Obj: 0.692142, No Obj: 0.000436, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689269, Class: 0.995138, Obj: 0.073621, No Obj: 0.000049, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705080, Class: 0.988310, Obj: 0.159929, No Obj: 0.000271, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.800616, Class: 0.995092, Obj: 0.071090, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760477, Class: 0.999874, Obj: 0.703162, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648510, Class: 0.997363, Obj: 0.128212, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890194, Class: 0.997091, Obj: 0.298640, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827238, Class: 0.997554, Obj: 0.173903, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584333, Class: 0.993196, Obj: 0.210573, No Obj: 0.000086, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816837, Class: 0.998544, Obj: 0.452504, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670797, Class: 0.996808, Obj: 0.082806, No Obj: 0.000039, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2806: 0.412335, 0.388729 avg loss, 0.001000 rate, 3.911560 seconds, 179584 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831735, Class: 0.997013, Obj: 0.109064, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774709, Class: 0.998860, Obj: 0.196175, No Obj: 0.000119, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685903, Class: 0.995498, Obj: 0.174279, No Obj: 0.000106, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794865, Class: 0.997115, Obj: 0.254067, No Obj: 0.000138, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.685547, Class: 0.940305, Obj: 0.422486, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902155, Class: 0.997005, Obj: 0.088992, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732527, Class: 0.995735, Obj: 0.172672, No Obj: 0.000101, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922236, Class: 0.998582, Obj: 0.756197, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727475, Class: 0.995458, Obj: 0.143027, No Obj: 0.000063, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720124, Class: 0.995916, Obj: 0.130523, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2807: 0.356895, 0.385545 avg loss, 0.001000 rate, 3.921326 seconds, 179648 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833067, Class: 0.997311, Obj: 0.332932, No Obj: 0.000242, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768075, Class: 0.997720, Obj: 0.501190, No Obj: 0.000251, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.857772, Class: 0.996822, Obj: 0.207477, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865029, Class: 0.998355, Obj: 0.201360, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694588, Class: 0.996686, Obj: 0.121840, No Obj: 0.000195, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704008, Class: 0.971744, Obj: 0.003917, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736913, Class: 0.996057, Obj: 0.275972, No Obj: 0.000197, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876739, Class: 0.999189, Obj: 0.897601, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791823, Class: 0.998108, Obj: 0.094594, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926091, Class: 0.991303, Obj: 0.279579, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745114, Class: 0.994055, Obj: 0.056619, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.620843, Class: 0.975620, Obj: 0.005861, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.856031, Class: 0.999780, Obj: 0.328361, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724364, Class: 0.993786, Obj: 0.118506, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.613297, Class: 0.998508, Obj: 0.388410, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.879012, Class: 0.994142, Obj: 0.505939, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.878488, Class: 0.999683, Obj: 0.197152, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2808: 0.356902, 0.382681 avg loss, 0.001000 rate, 3.910877 seconds, 179712 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687775, Class: 0.982875, Obj: 0.295253, No Obj: 0.000251, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.576192, Class: 0.997640, Obj: 0.256416, No Obj: 0.000180, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.537403, Class: 0.993598, Obj: 0.147059, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.360989, Class: 0.989359, Obj: 0.107951, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757509, Class: 0.998877, Obj: 0.053740, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618940, Class: 0.995732, Obj: 0.145633, No Obj: 0.000098, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.609773, Class: 0.998903, Obj: 0.291075, No Obj: 0.000495, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806559, Class: 0.996831, Obj: 0.198548, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733056, Class: 0.997309, Obj: 0.545764, No Obj: 0.000184, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.769322, Class: 0.997270, Obj: 0.909990, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686454, Class: 0.994439, Obj: 0.266240, No Obj: 0.000135, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720745, Class: 0.996999, Obj: 0.255997, No Obj: 0.000152, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922220, Class: 0.996186, Obj: 0.486067, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747855, Class: 0.995926, Obj: 0.230652, No Obj: 0.000185, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2809: 0.480159, 0.392429 avg loss, 0.001000 rate, 3.912329 seconds, 179776 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.784229, Class: 0.998590, Obj: 0.501567, No Obj: 0.000421, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778858, Class: 0.994843, Obj: 0.184314, No Obj: 0.000118, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771951, Class: 0.997984, Obj: 0.257653, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820621, Class: 0.991509, Obj: 0.352593, No Obj: 0.000306, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.592680, Class: 0.997620, Obj: 0.229961, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.719537, Class: 0.994036, Obj: 0.302552, No Obj: 0.000279, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688115, Class: 0.999104, Obj: 0.087483, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.712093, Class: 0.957655, Obj: 0.122868, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728306, Class: 0.998694, Obj: 0.243019, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790599, Class: 0.996125, Obj: 0.176651, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2810: 0.237294, 0.376915 avg loss, 0.001000 rate, 3.914587 seconds, 179840 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906905, Class: 0.998500, Obj: 0.218388, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800067, Class: 0.997616, Obj: 0.280750, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.669138, Class: 0.994218, Obj: 0.101227, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.752117, Class: 0.998554, Obj: 0.170382, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732246, Class: 0.995810, Obj: 0.238395, No Obj: 0.000157, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693008, Class: 0.969922, Obj: 0.036300, No Obj: 0.000238, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.763424, Class: 0.998322, Obj: 0.117297, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689867, Class: 0.999341, Obj: 0.465440, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.637533, Class: 0.979569, Obj: 0.030996, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740030, Class: 0.996410, Obj: 0.421543, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669336, Class: 0.997744, Obj: 0.136461, No Obj: 0.000111, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739139, Class: 0.992122, Obj: 0.310454, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715821, Class: 0.954522, Obj: 0.108155, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704680, Class: 0.996597, Obj: 0.010769, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639696, Class: 0.990789, Obj: 0.012243, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666032, Class: 0.994579, Obj: 0.114137, No Obj: 0.000135, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2811: 0.401481, 0.379372 avg loss, 0.001000 rate, 3.922888 seconds, 179904 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.767616, Class: 0.991129, Obj: 0.082083, No Obj: 0.000202, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.911711, Class: 0.995736, Obj: 0.232393, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742743, Class: 0.997035, Obj: 0.167777, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814159, Class: 0.984987, Obj: 0.014308, No Obj: 0.000147, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.749767, Class: 0.997350, Obj: 0.260826, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744558, Class: 0.994762, Obj: 0.230259, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.860144, Class: 0.980192, Obj: 0.008324, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.882727, Class: 0.972695, Obj: 0.036874, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744866, Class: 0.994837, Obj: 0.092072, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769283, Class: 0.998127, Obj: 0.201378, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792851, Class: 0.997621, Obj: 0.089384, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821453, Class: 0.998988, Obj: 0.559817, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769511, Class: 0.999091, Obj: 0.663609, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.841182, Class: 0.998428, Obj: 0.310519, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697006, Class: 0.998329, Obj: 0.004240, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2812: 0.243195, 0.365754 avg loss, 0.001000 rate, 3.927744 seconds, 179968 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815662, Class: 0.998324, Obj: 0.070067, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.821321, Class: 0.995839, Obj: 0.052700, No Obj: 0.000107, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.667292, Class: 0.980897, Obj: 0.371116, No Obj: 0.000432, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608666, Class: 0.993417, Obj: 0.136771, No Obj: 0.000098, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777128, Class: 0.997625, Obj: 0.126381, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.884074, Class: 0.998839, Obj: 0.876216, No Obj: 0.000425, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738849, Class: 0.999188, Obj: 0.425255, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.512162, Class: 0.984087, Obj: 0.037171, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.713521, Class: 0.988696, Obj: 0.025099, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.609911, Class: 0.994731, Obj: 0.058618, No Obj: 0.000038, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696532, Class: 0.995040, Obj: 0.056352, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736926, Class: 0.979379, Obj: 0.018099, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789586, Class: 0.997385, Obj: 0.288102, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581203, Class: 0.864660, Obj: 0.000413, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670838, Class: 0.995041, Obj: 0.071156, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2813: 0.405438, 0.369723 avg loss, 0.001000 rate, 3.903017 seconds, 180032 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899636, Class: 0.989927, Obj: 0.049668, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662240, Class: 0.998030, Obj: 0.388919, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889147, Class: 0.999116, Obj: 0.497555, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708485, Class: 0.994737, Obj: 0.121353, No Obj: 0.000110, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849885, Class: 0.999389, Obj: 0.523584, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.784253, Class: 0.999400, Obj: 0.078541, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785328, Class: 0.999055, Obj: 0.067318, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.880738, Class: 0.998850, Obj: 0.536168, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559151, Class: 0.994979, Obj: 0.083701, No Obj: 0.000067, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736758, Class: 0.998309, Obj: 0.433433, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.591188, Class: 0.993326, Obj: 0.160405, No Obj: 0.000087, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.708327, Class: 0.996145, Obj: 0.690294, No Obj: 0.000733, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857880, Class: 0.999512, Obj: 0.551683, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.756853, Class: 0.992805, Obj: 0.131134, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2814: 0.358319, 0.368582 avg loss, 0.001000 rate, 3.906303 seconds, 180096 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767727, Class: 0.994421, Obj: 0.079521, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759778, Class: 0.994909, Obj: 0.075168, No Obj: 0.000120, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740236, Class: 0.997367, Obj: 0.053181, No Obj: 0.000083, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767646, Class: 0.996054, Obj: 0.159589, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000402, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791482, Class: 0.904359, Obj: 0.000055, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792963, Class: 0.995384, Obj: 0.014870, No Obj: 0.000027, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.624912, Class: 0.997621, Obj: 0.201014, No Obj: 0.000468, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803440, Class: 0.996349, Obj: 0.096316, No Obj: 0.000052, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823108, Class: 0.986218, Obj: 0.200052, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713775, Class: 0.996078, Obj: 0.204288, No Obj: 0.000086, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709505, Class: 0.996620, Obj: 0.153188, No Obj: 0.000054, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670009, Class: 0.991580, Obj: 0.025301, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2815: 0.466927, 0.378417 avg loss, 0.001000 rate, 3.907224 seconds, 180160 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763809, Class: 0.994703, Obj: 0.003526, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653035, Class: 0.992144, Obj: 0.117316, No Obj: 0.000052, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841454, Class: 0.998534, Obj: 0.022884, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603055, Class: 0.995654, Obj: 0.055344, No Obj: 0.000038, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733356, Class: 0.994852, Obj: 0.054713, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808338, Class: 0.994592, Obj: 0.118539, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874208, Class: 0.995768, Obj: 0.515964, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.941415, Class: 0.969704, Obj: 0.372921, No Obj: 0.000467, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.721976, Class: 0.999191, Obj: 0.149339, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.795956, Class: 0.992888, Obj: 0.026021, No Obj: 0.000070, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.649988, Class: 0.999014, Obj: 0.413008, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.707491, Class: 0.962258, Obj: 0.006856, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807577, Class: 0.997516, Obj: 0.158810, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2816: 0.331008, 0.373676 avg loss, 0.001000 rate, 3.916057 seconds, 180224 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853047, Class: 0.999895, Obj: 0.557907, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655934, Class: 0.997741, Obj: 0.059528, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746531, Class: 0.995899, Obj: 0.139376, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750989, Class: 0.996634, Obj: 0.299527, No Obj: 0.000094, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721523, Class: 0.992537, Obj: 0.022810, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740041, Class: 0.998373, Obj: 0.212498, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780740, Class: 0.979778, Obj: 0.141475, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771570, Class: 0.996934, Obj: 0.289253, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816300, Class: 0.997240, Obj: 0.067152, No Obj: 0.000097, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.748862, Class: 0.998431, Obj: 0.944535, No Obj: 0.000375, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.625500, Class: 0.993714, Obj: 0.102113, No Obj: 0.000111, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2817: 0.319422, 0.368250 avg loss, 0.001000 rate, 3.912726 seconds, 180288 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697669, Class: 0.995653, Obj: 0.072074, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.853428, Class: 0.998555, Obj: 0.923208, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.697977, Class: 0.992167, Obj: 0.354689, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806155, Class: 0.994608, Obj: 0.099559, No Obj: 0.000130, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000266, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777339, Class: 0.996818, Obj: 0.169809, No Obj: 0.000098, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758515, Class: 0.969481, Obj: 0.348754, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723934, Class: 0.997421, Obj: 0.063726, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760078, Class: 0.998271, Obj: 0.146489, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.664980, Class: 0.995141, Obj: 0.043935, No Obj: 0.000259, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733310, Class: 0.997928, Obj: 0.077821, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810480, Class: 0.999498, Obj: 0.163155, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755726, Class: 0.996278, Obj: 0.098451, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744309, Class: 0.998167, Obj: 0.449160, No Obj: 0.000277, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822899, Class: 0.996359, Obj: 0.126958, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2818: 0.324334, 0.363859 avg loss, 0.001000 rate, 3.917669 seconds, 180352 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000321, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882848, Class: 0.997512, Obj: 0.522637, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679615, Class: 0.996036, Obj: 0.279777, No Obj: 0.000191, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816664, Class: 0.996278, Obj: 0.223869, No Obj: 0.000178, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844716, Class: 0.984788, Obj: 0.264369, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780339, Class: 0.998802, Obj: 0.086659, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695927, Class: 0.996037, Obj: 0.137576, No Obj: 0.000199, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817314, Class: 0.997725, Obj: 0.044990, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753059, Class: 0.997606, Obj: 0.080837, No Obj: 0.000043, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870288, Class: 0.997176, Obj: 0.180036, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777818, Class: 0.998867, Obj: 0.670080, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822979, Class: 0.996652, Obj: 0.161841, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2819: 0.395193, 0.366992 avg loss, 0.001000 rate, 3.920910 seconds, 180416 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766235, Class: 0.991275, Obj: 0.313320, No Obj: 0.000270, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676122, Class: 0.994128, Obj: 0.101131, No Obj: 0.000128, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850935, Class: 0.995592, Obj: 0.296606, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771919, Class: 0.989674, Obj: 0.024350, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608719, Class: 0.997135, Obj: 0.385603, No Obj: 0.000104, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719018, Class: 0.997141, Obj: 0.112299, No Obj: 0.000118, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627594, Class: 0.996456, Obj: 0.005933, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659427, Class: 0.998953, Obj: 0.189499, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753381, Class: 0.999200, Obj: 0.391584, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.794441, Class: 0.992432, Obj: 0.551155, No Obj: 0.000631, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.825092, Class: 0.998102, Obj: 0.508960, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.863414, Class: 0.997919, Obj: 0.266248, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699850, Class: 0.996522, Obj: 0.290953, No Obj: 0.000193, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2820: 0.382857, 0.368579 avg loss, 0.001000 rate, 3.909809 seconds, 180480 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.679919, Class: 0.990796, Obj: 0.832782, No Obj: 0.000841, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.715986, Class: 0.994216, Obj: 0.039650, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707277, Class: 0.995571, Obj: 0.034189, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705903, Class: 0.949434, Obj: 0.183752, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715147, Class: 0.997679, Obj: 0.159489, No Obj: 0.000240, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794732, Class: 0.995654, Obj: 0.102854, No Obj: 0.000154, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.788402, Class: 0.997196, Obj: 0.129354, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838512, Class: 0.997959, Obj: 0.223865, No Obj: 0.000150, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835895, Class: 0.998649, Obj: 0.184299, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775360, Class: 0.985997, Obj: 0.359270, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696603, Class: 0.997487, Obj: 0.268641, No Obj: 0.000123, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.816993, Class: 0.998255, Obj: 0.723048, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760653, Class: 0.999578, Obj: 0.678004, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000321, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692045, Class: 0.993402, Obj: 0.187295, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.731009, Class: 0.997402, Obj: 0.178346, No Obj: 0.000181, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2821: 0.432369, 0.374958 avg loss, 0.001000 rate, 3.924199 seconds, 180544 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.678691, Class: 0.948903, Obj: 0.120262, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.693422, Class: 0.997194, Obj: 0.295924, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.635553, Class: 0.995744, Obj: 0.078551, No Obj: 0.000117, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658530, Class: 0.996202, Obj: 0.051314, No Obj: 0.000109, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.613601, Class: 0.992911, Obj: 0.626725, No Obj: 0.000323, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.633392, Class: 0.999684, Obj: 0.088872, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807306, Class: 0.992378, Obj: 0.146678, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.805273, Class: 0.999125, Obj: 0.770179, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.768976, Class: 0.973975, Obj: 0.005877, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798433, Class: 0.996082, Obj: 0.182206, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.525233, Class: 0.997813, Obj: 0.227881, No Obj: 0.000096, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791794, Class: 0.998120, Obj: 0.305517, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780262, Class: 0.997939, Obj: 0.135935, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.822874, Class: 0.997843, Obj: 0.140894, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797473, Class: 0.983267, Obj: 0.097027, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713234, Class: 0.996894, Obj: 0.041840, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2822: 0.394449, 0.376907 avg loss, 0.001000 rate, 3.927530 seconds, 180608 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735095, Class: 0.998647, Obj: 0.253961, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845333, Class: 0.986500, Obj: 0.297689, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719969, Class: 0.996623, Obj: 0.115024, No Obj: 0.000071, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.747137, Class: 0.993725, Obj: 0.080730, No Obj: 0.000360, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785864, Class: 0.998278, Obj: 0.015361, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816466, Class: 0.999249, Obj: 0.194750, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732821, Class: 0.995714, Obj: 0.372712, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738330, Class: 0.992243, Obj: 0.039242, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738522, Class: 0.996019, Obj: 0.084294, No Obj: 0.000050, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758579, Class: 0.776827, Obj: 0.000716, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775785, Class: 0.997544, Obj: 0.101131, No Obj: 0.000139, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861653, Class: 0.989913, Obj: 0.298904, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.661658, Class: 0.995124, Obj: 0.105495, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2823: 0.268965, 0.366113 avg loss, 0.001000 rate, 3.922079 seconds, 180672 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773404, Class: 0.995245, Obj: 0.106006, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760724, Class: 0.997565, Obj: 0.167889, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.857508, Class: 0.999025, Obj: 0.187017, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747019, Class: 0.999858, Obj: 0.496495, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.853383, Class: 0.999531, Obj: 0.026197, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852669, Class: 0.999859, Obj: 0.205541, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.555873, Class: 0.999384, Obj: 0.001402, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755541, Class: 0.989874, Obj: 0.004026, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782754, Class: 0.997327, Obj: 0.065679, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.706137, Class: 0.998273, Obj: 0.466258, No Obj: 0.000359, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678925, Class: 0.997273, Obj: 0.159785, No Obj: 0.000131, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838378, Class: 0.997669, Obj: 0.433837, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771652, Class: 0.994889, Obj: 0.127472, No Obj: 0.000064, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834053, Class: 0.999018, Obj: 0.222049, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.775274, Class: 0.998662, Obj: 0.443678, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712013, Class: 0.998214, Obj: 0.222493, No Obj: 0.000084, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2824: 0.362034, 0.365705 avg loss, 0.001000 rate, 3.921835 seconds, 180736 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.696034, Class: 0.998908, Obj: 0.483399, No Obj: 0.000330, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745475, Class: 0.992122, Obj: 0.712243, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750719, Class: 0.998875, Obj: 0.011824, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686026, Class: 0.995213, Obj: 0.115621, No Obj: 0.000066, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859349, Class: 0.990222, Obj: 0.037003, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670058, Class: 0.995397, Obj: 0.078500, No Obj: 0.000049, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689667, Class: 0.994425, Obj: 0.162195, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642215, Class: 0.995562, Obj: 0.152561, No Obj: 0.000061, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.840154, Class: 0.996716, Obj: 0.012906, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.898294, Class: 0.998662, Obj: 0.075356, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718092, Class: 0.995420, Obj: 0.038681, No Obj: 0.000077, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869412, Class: 0.997161, Obj: 0.123488, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689391, Class: 0.997551, Obj: 0.072697, No Obj: 0.000061, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000305, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756952, Class: 0.999400, Obj: 0.161194, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732235, Class: 0.995636, Obj: 0.004722, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2825: 0.405565, 0.369691 avg loss, 0.001000 rate, 3.928619 seconds, 180800 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.907703, Class: 0.954580, Obj: 0.596154, No Obj: 0.000600, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905376, Class: 0.996656, Obj: 0.257842, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809476, Class: 0.997226, Obj: 0.177136, No Obj: 0.000056, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560028, Class: 0.997184, Obj: 0.137325, No Obj: 0.000058, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734115, Class: 0.997243, Obj: 0.175013, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802572, Class: 0.993469, Obj: 0.313984, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.643333, Class: 0.994035, Obj: 0.030298, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832099, Class: 0.992327, Obj: 0.004359, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718968, Class: 0.988208, Obj: 0.117019, No Obj: 0.000196, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.630612, Class: 0.995784, Obj: 0.168002, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756238, Class: 0.963021, Obj: 0.464559, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.631054, Class: 0.998693, Obj: 0.437302, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.484551, Class: 0.987763, Obj: 0.010747, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763259, Class: 0.964180, Obj: 0.001394, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685555, Class: 0.992042, Obj: 0.006590, No Obj: 0.000030, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2826: 0.490263, 0.381748 avg loss, 0.001000 rate, 3.914156 seconds, 180864 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877970, Class: 0.988240, Obj: 0.080542, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771531, Class: 0.996449, Obj: 0.089671, No Obj: 0.000059, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.733212, Class: 0.993092, Obj: 0.134718, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858237, Class: 0.998860, Obj: 0.586854, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747192, Class: 0.998674, Obj: 0.195756, No Obj: 0.000097, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791967, Class: 0.988034, Obj: 0.237603, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631997, Class: 0.997507, Obj: 0.012804, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.588536, Class: 0.992562, Obj: 0.212705, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782626, Class: 0.988900, Obj: 0.081547, No Obj: 0.000063, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.739692, Class: 0.992049, Obj: 0.537310, No Obj: 0.000768, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735127, Class: 0.997024, Obj: 0.118794, No Obj: 0.000092, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.793556, Class: 0.959368, Obj: 0.397226, No Obj: 0.000351, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.869551, Class: 0.999842, Obj: 0.834059, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702353, Class: 0.993793, Obj: 0.057521, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937586, Class: 0.998128, Obj: 0.323123, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845972, Class: 0.999298, Obj: 0.120057, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.627135, Class: 0.993419, Obj: 0.006712, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639805, Class: 0.995007, Obj: 0.053016, No Obj: 0.000055, .5R: 1.000000, .75R: 0.166667, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2827: 0.417367, 0.385310 avg loss, 0.001000 rate, 3.920482 seconds, 180928 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839543, Class: 0.999172, Obj: 0.592168, No Obj: 0.000368, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.746017, Class: 0.997145, Obj: 0.143258, No Obj: 0.000103, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768507, Class: 0.988900, Obj: 0.170684, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704834, Class: 0.999203, Obj: 0.168260, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719392, Class: 0.996981, Obj: 0.008385, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714303, Class: 0.998048, Obj: 0.036288, No Obj: 0.000065, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933133, Class: 0.988910, Obj: 0.559763, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640189, Class: 0.994093, Obj: 0.012730, No Obj: 0.000058, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778691, Class: 0.993764, Obj: 0.181777, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767654, Class: 0.978592, Obj: 0.107377, No Obj: 0.000062, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841088, Class: 0.985135, Obj: 0.340110, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754420, Class: 0.996844, Obj: 0.057791, No Obj: 0.000075, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855532, Class: 0.991006, Obj: 0.369352, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.653473, Class: 0.994932, Obj: 0.214381, No Obj: 0.000063, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682553, Class: 0.997804, Obj: 0.134092, No Obj: 0.000093, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2828: 0.450704, 0.391849 avg loss, 0.001000 rate, 3.924190 seconds, 180992 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681377, Class: 0.995560, Obj: 0.198791, No Obj: 0.000059, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750936, Class: 0.999939, Obj: 0.890343, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825216, Class: 0.997213, Obj: 0.189373, No Obj: 0.000151, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777193, Class: 0.999171, Obj: 0.117418, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703635, Class: 0.977045, Obj: 0.374626, No Obj: 0.000287, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666335, Class: 0.995045, Obj: 0.010608, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686691, Class: 0.997200, Obj: 0.158501, No Obj: 0.000127, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816656, Class: 0.994279, Obj: 0.582280, No Obj: 0.000529, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.844500, Class: 0.997804, Obj: 0.427122, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824795, Class: 0.998993, Obj: 0.699527, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.650202, Class: 0.997920, Obj: 0.036525, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730533, Class: 0.996941, Obj: 0.473917, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698659, Class: 0.998957, Obj: 0.327136, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2829: 0.303954, 0.383060 avg loss, 0.001000 rate, 3.918193 seconds, 181056 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.914131, Class: 0.990767, Obj: 0.036446, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.849092, Class: 0.998296, Obj: 0.799567, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763207, Class: 0.996227, Obj: 0.110903, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736620, Class: 0.998134, Obj: 0.088981, No Obj: 0.000196, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.822486, Class: 0.997273, Obj: 0.161436, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831539, Class: 0.999462, Obj: 0.630144, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851015, Class: 0.997559, Obj: 0.430739, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766677, Class: 0.996924, Obj: 0.064336, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765538, Class: 0.990712, Obj: 0.138202, No Obj: 0.000160, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854739, Class: 0.999246, Obj: 0.617613, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.629571, Class: 0.995236, Obj: 0.060632, No Obj: 0.000066, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.836671, Class: 0.945094, Obj: 0.000745, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.835305, Class: 0.993288, Obj: 0.014180, No Obj: 0.000294, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774587, Class: 0.998003, Obj: 0.199122, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.826822, Class: 0.995084, Obj: 0.124744, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.870263, Class: 0.999829, Obj: 0.644447, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747895, Class: 0.996984, Obj: 0.433493, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2830: 0.398905, 0.384644 avg loss, 0.001000 rate, 3.932715 seconds, 181120 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.656952, Class: 0.994097, Obj: 0.059886, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758818, Class: 0.987722, Obj: 0.262703, No Obj: 0.000364, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.882930, Class: 0.999277, Obj: 0.606268, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871575, Class: 0.999618, Obj: 0.535420, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.820742, Class: 0.996941, Obj: 0.167512, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815225, Class: 0.998912, Obj: 0.157928, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784757, Class: 0.997894, Obj: 0.422719, No Obj: 0.000216, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813842, Class: 0.999614, Obj: 0.622083, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789537, Class: 0.999820, Obj: 0.430573, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.722948, Class: 0.990745, Obj: 0.719996, No Obj: 0.000365, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.881235, Class: 0.988762, Obj: 0.028128, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757560, Class: 0.995374, Obj: 0.184145, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742244, Class: 0.996714, Obj: 0.421204, No Obj: 0.000598, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.651787, Class: 0.995869, Obj: 0.158004, No Obj: 0.000132, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740361, Class: 0.998366, Obj: 0.207513, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.714224, Class: 0.999109, Obj: 0.205724, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736519, Class: 0.999520, Obj: 0.858182, No Obj: 0.000366, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.703447, Class: 0.998633, Obj: 0.133444, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2831: 0.266541, 0.372834 avg loss, 0.001000 rate, 3.910455 seconds, 181184 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700577, Class: 0.978305, Obj: 0.025319, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661350, Class: 0.995194, Obj: 0.286502, No Obj: 0.000102, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802536, Class: 0.995840, Obj: 0.215179, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769841, Class: 0.999410, Obj: 0.435296, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.473847, Class: 0.999599, Obj: 0.512287, No Obj: 0.000159, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.932946, Class: 0.998745, Obj: 0.335758, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642421, Class: 0.999071, Obj: 0.116312, No Obj: 0.000121, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717081, Class: 0.998368, Obj: 0.424725, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.754068, Class: 0.997665, Obj: 0.165332, No Obj: 0.000200, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829900, Class: 0.994718, Obj: 0.578106, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704350, Class: 0.997353, Obj: 0.120420, No Obj: 0.000133, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670411, Class: 0.998608, Obj: 0.018858, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.695351, Class: 0.991670, Obj: 0.009743, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.855317, Class: 0.994755, Obj: 0.468232, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765282, Class: 0.998529, Obj: 0.387093, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768576, Class: 0.988645, Obj: 0.333437, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783303, Class: 0.999088, Obj: 0.096463, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2832: 0.380916, 0.373642 avg loss, 0.001000 rate, 3.921992 seconds, 181248 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915985, Class: 0.996637, Obj: 0.557762, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744544, Class: 0.998327, Obj: 0.287505, No Obj: 0.000176, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929620, Class: 0.999477, Obj: 0.782327, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778744, Class: 0.998195, Obj: 0.345484, No Obj: 0.000219, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921317, Class: 0.998697, Obj: 0.293999, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697342, Class: 0.996943, Obj: 0.291042, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853808, Class: 0.998995, Obj: 0.739465, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773581, Class: 0.996886, Obj: 0.260132, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.739515, Class: 0.993216, Obj: 0.070547, No Obj: 0.000301, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.814120, Class: 0.987005, Obj: 0.350296, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695886, Class: 0.997969, Obj: 0.235554, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770151, Class: 0.991403, Obj: 0.247435, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782109, Class: 0.997493, Obj: 0.147230, No Obj: 0.000181, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624656, Class: 0.997345, Obj: 0.063970, No Obj: 0.000071, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745686, Class: 0.991406, Obj: 0.483270, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762007, Class: 0.998610, Obj: 0.090637, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2833: 0.376835, 0.373961 avg loss, 0.001000 rate, 3.924143 seconds, 181312 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729368, Class: 0.994838, Obj: 0.096590, No Obj: 0.000144, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821231, Class: 0.995278, Obj: 0.232788, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.661979, Class: 0.996823, Obj: 0.006238, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826970, Class: 0.998102, Obj: 0.202459, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718577, Class: 0.995708, Obj: 0.215803, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873731, Class: 0.999652, Obj: 0.405296, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.595591, Class: 0.994705, Obj: 0.024927, No Obj: 0.000067, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836113, Class: 0.999636, Obj: 0.771523, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811433, Class: 0.997523, Obj: 0.162431, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746960, Class: 0.999560, Obj: 0.007064, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771101, Class: 0.995241, Obj: 0.027311, No Obj: 0.000083, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782789, Class: 0.989828, Obj: 0.297367, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757713, Class: 0.996200, Obj: 0.252497, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2834: 0.320513, 0.368617 avg loss, 0.001000 rate, 3.920396 seconds, 181376 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709858, Class: 0.990306, Obj: 0.401377, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.666074, Class: 0.998199, Obj: 0.195479, No Obj: 0.000081, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.764038, Class: 0.994960, Obj: 0.068090, No Obj: 0.000451, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.878320, Class: 0.982173, Obj: 0.153928, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.851784, Class: 0.997752, Obj: 0.094491, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.627906, Class: 0.999149, Obj: 0.744193, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.880318, Class: 0.998799, Obj: 0.621275, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816073, Class: 0.998002, Obj: 0.248471, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837440, Class: 0.999241, Obj: 0.153007, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.694013, Class: 0.998132, Obj: 0.115578, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700968, Class: 0.989138, Obj: 0.878812, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708086, Class: 0.993649, Obj: 0.226805, No Obj: 0.000065, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.694521, Class: 0.999015, Obj: 0.685594, No Obj: 0.000395, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.638390, Class: 0.991425, Obj: 0.034791, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692973, Class: 0.994397, Obj: 0.042973, No Obj: 0.000078, .5R: 1.000000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881704, Class: 0.998248, Obj: 0.456524, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722258, Class: 0.997780, Obj: 0.071190, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793666, Class: 0.997397, Obj: 0.043955, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2835: 0.363019, 0.368057 avg loss, 0.001000 rate, 3.925887 seconds, 181440 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857301, Class: 0.999785, Obj: 0.511876, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734267, Class: 0.995612, Obj: 0.067757, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708800, Class: 0.998691, Obj: 0.133570, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771269, Class: 0.996794, Obj: 0.170915, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780897, Class: 0.997232, Obj: 0.226143, No Obj: 0.000110, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.819655, Class: 0.997236, Obj: 0.447817, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685321, Class: 0.998351, Obj: 0.165274, No Obj: 0.000085, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733780, Class: 0.997613, Obj: 0.139773, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.768837, Class: 0.992514, Obj: 0.410039, No Obj: 0.000412, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.657962, Class: 0.994152, Obj: 0.163569, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.748362, Class: 0.978032, Obj: 0.007074, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.833377, Class: 0.996104, Obj: 0.458369, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.812024, Class: 0.992911, Obj: 0.051038, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779934, Class: 0.997275, Obj: 0.192147, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.867929, Class: 0.999625, Obj: 0.199484, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2836: 0.349466, 0.366198 avg loss, 0.001000 rate, 3.927091 seconds, 181504 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780416, Class: 0.998086, Obj: 0.495569, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770196, Class: 0.996089, Obj: 0.157084, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.893985, Class: 0.999352, Obj: 0.457097, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791152, Class: 0.995768, Obj: 0.204710, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748924, Class: 0.998058, Obj: 0.291616, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725327, Class: 0.993895, Obj: 0.147627, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861798, Class: 0.991338, Obj: 0.182624, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637844, Class: 0.995771, Obj: 0.046461, No Obj: 0.000044, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768691, Class: 0.992872, Obj: 0.422739, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.835573, Class: 0.998082, Obj: 0.007074, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.842578, Class: 0.994253, Obj: 0.012098, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707065, Class: 0.996585, Obj: 0.085352, No Obj: 0.000069, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741093, Class: 0.960401, Obj: 0.064259, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2837: 0.334568, 0.363035 avg loss, 0.001000 rate, 3.920156 seconds, 181568 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744668, Class: 0.987349, Obj: 0.015530, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809116, Class: 0.996838, Obj: 0.188261, No Obj: 0.000091, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.756216, Class: 0.990652, Obj: 0.705795, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802839, Class: 0.995792, Obj: 0.571696, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676815, Class: 0.999558, Obj: 0.389535, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.822099, Class: 0.988344, Obj: 0.006150, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819104, Class: 0.999572, Obj: 0.088152, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770153, Class: 0.997162, Obj: 0.212011, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798790, Class: 0.993861, Obj: 0.022373, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651185, Class: 0.997717, Obj: 0.094532, No Obj: 0.000065, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762164, Class: 0.996279, Obj: 0.018020, No Obj: 0.000038, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800280, Class: 0.978428, Obj: 0.324302, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689849, Class: 0.997937, Obj: 0.175372, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705452, Class: 0.992431, Obj: 0.014575, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.709080, Class: 0.996012, Obj: 0.035169, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715915, Class: 0.992040, Obj: 0.009448, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659927, Class: 0.992728, Obj: 0.085191, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 8 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2838: 0.444401, 0.371171 avg loss, 0.001000 rate, 3.920371 seconds, 181632 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756424, Class: 0.998913, Obj: 0.207031, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.672175, Class: 0.992388, Obj: 0.079475, No Obj: 0.000109, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.833734, Class: 0.987169, Obj: 0.139012, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.817205, Class: 0.988270, Obj: 0.039249, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790988, Class: 0.991660, Obj: 0.066808, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.911946, Class: 0.999030, Obj: 0.642473, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.876506, Class: 0.997693, Obj: 0.876330, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838701, Class: 0.997365, Obj: 0.207669, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844492, Class: 0.996185, Obj: 0.500855, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.612490, Class: 0.998328, Obj: 0.063700, No Obj: 0.000048, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823975, Class: 0.997232, Obj: 0.032523, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675948, Class: 0.996059, Obj: 0.140233, No Obj: 0.000101, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770313, Class: 0.999277, Obj: 0.083031, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.661613, Class: 0.986586, Obj: 0.535326, No Obj: 0.000337, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760616, Class: 0.998202, Obj: 0.203278, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2839: 0.298860, 0.363940 avg loss, 0.001000 rate, 3.921054 seconds, 181696 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856595, Class: 0.984832, Obj: 0.575421, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710570, Class: 0.991273, Obj: 0.252033, No Obj: 0.000070, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833313, Class: 0.998781, Obj: 0.608312, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660615, Class: 0.997198, Obj: 0.081242, No Obj: 0.000132, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861325, Class: 0.997750, Obj: 0.342166, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801429, Class: 0.997743, Obj: 0.047522, No Obj: 0.000078, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726456, Class: 0.996955, Obj: 0.466710, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795568, Class: 0.997545, Obj: 0.128082, No Obj: 0.000197, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904279, Class: 0.998158, Obj: 0.529705, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763577, Class: 0.996375, Obj: 0.259270, No Obj: 0.000154, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701943, Class: 0.992907, Obj: 0.107557, No Obj: 0.000131, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707213, Class: 0.993335, Obj: 0.195976, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837116, Class: 0.989553, Obj: 0.144046, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635684, Class: 0.992673, Obj: 0.095601, No Obj: 0.000090, .5R: 0.777778, .75R: 0.222222, count: 9 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2840: 0.588474, 0.386394 avg loss, 0.001000 rate, 3.930329 seconds, 181760 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871912, Class: 0.994440, Obj: 0.020339, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685088, Class: 0.996018, Obj: 0.092725, No Obj: 0.000214, .5R: 0.750000, .75R: 0.583333, count: 12 Region 82 Avg IOU: 0.680114, Class: 0.997583, Obj: 0.557508, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866112, Class: 0.995896, Obj: 0.822650, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797307, Class: 0.996936, Obj: 0.311818, No Obj: 0.000201, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852581, Class: 0.996333, Obj: 0.248807, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801993, Class: 0.996902, Obj: 0.239012, No Obj: 0.000154, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.743738, Class: 0.951841, Obj: 0.515696, No Obj: 0.000538, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790581, Class: 0.990139, Obj: 0.305833, No Obj: 0.000383, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.726890, Class: 0.998074, Obj: 0.322659, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899910, Class: 0.999158, Obj: 0.068880, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740238, Class: 0.996962, Obj: 0.173515, No Obj: 0.000117, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800557, Class: 0.985155, Obj: 0.025348, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819771, Class: 0.995637, Obj: 0.181151, No Obj: 0.000133, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789335, Class: 0.998637, Obj: 0.377959, No Obj: 0.000145, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825616, Class: 0.995673, Obj: 0.111968, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691418, Class: 0.996784, Obj: 0.005331, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2841: 0.485596, 0.396314 avg loss, 0.001000 rate, 3.929122 seconds, 181824 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000418, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800961, Class: 0.988757, Obj: 0.198758, No Obj: 0.000202, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.919150, Class: 0.997417, Obj: 0.204791, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749844, Class: 0.997878, Obj: 0.211477, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673995, Class: 0.997291, Obj: 0.123847, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831094, Class: 0.992291, Obj: 0.668108, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767165, Class: 0.997489, Obj: 0.042330, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789294, Class: 0.999829, Obj: 0.869736, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683492, Class: 0.996895, Obj: 0.130109, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751727, Class: 0.997473, Obj: 0.277912, No Obj: 0.000163, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725648, Class: 0.996278, Obj: 0.212050, No Obj: 0.000203, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721700, Class: 0.993900, Obj: 0.034602, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2842: 0.345203, 0.391203 avg loss, 0.001000 rate, 3.929561 seconds, 181888 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767218, Class: 0.994420, Obj: 0.181343, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807303, Class: 0.999653, Obj: 0.641591, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.643288, Class: 0.997334, Obj: 0.332881, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.843253, Class: 0.981518, Obj: 0.089108, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805791, Class: 0.998817, Obj: 0.065232, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.585659, Class: 0.998732, Obj: 0.038890, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.628897, Class: 0.996691, Obj: 0.420382, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823656, Class: 0.999285, Obj: 0.590217, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737914, Class: 0.997562, Obj: 0.411697, No Obj: 0.000178, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.815004, Class: 0.992219, Obj: 0.466685, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810281, Class: 0.998151, Obj: 0.199843, No Obj: 0.000166, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806319, Class: 0.999769, Obj: 0.674627, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807494, Class: 0.997946, Obj: 0.281706, No Obj: 0.000226, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846355, Class: 0.996276, Obj: 0.538479, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772772, Class: 0.994659, Obj: 0.294629, No Obj: 0.000274, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747739, Class: 0.999204, Obj: 0.448638, No Obj: 0.000132, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2843: 0.302660, 0.382349 avg loss, 0.001000 rate, 3.918974 seconds, 181952 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739177, Class: 0.989636, Obj: 0.017554, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.641445, Class: 0.973072, Obj: 0.021805, No Obj: 0.000071, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.773716, Class: 0.998834, Obj: 0.579226, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861490, Class: 0.998659, Obj: 0.423061, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820876, Class: 0.999706, Obj: 0.766990, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764669, Class: 0.997752, Obj: 0.356248, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640999, Class: 0.994177, Obj: 0.132536, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800659, Class: 0.997512, Obj: 0.817249, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766596, Class: 0.996247, Obj: 0.023899, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842347, Class: 0.995818, Obj: 0.464180, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754979, Class: 0.997993, Obj: 0.302175, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833184, Class: 0.998128, Obj: 0.110025, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.774958, Class: 0.994854, Obj: 0.400511, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2844: 0.270849, 0.371199 avg loss, 0.001000 rate, 3.916573 seconds, 182016 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840073, Class: 0.994432, Obj: 0.284382, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639225, Class: 0.997379, Obj: 0.287177, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816067, Class: 0.988084, Obj: 0.190751, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.850042, Class: 0.996565, Obj: 0.106625, No Obj: 0.000162, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854384, Class: 0.998246, Obj: 0.314279, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842035, Class: 0.999431, Obj: 0.749518, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773079, Class: 0.999453, Obj: 0.787118, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736770, Class: 0.989628, Obj: 0.069702, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.655722, Class: 0.995215, Obj: 0.264362, No Obj: 0.000126, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875476, Class: 0.995830, Obj: 0.016198, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812799, Class: 0.996832, Obj: 0.128044, No Obj: 0.000173, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819051, Class: 0.999399, Obj: 0.172487, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780454, Class: 0.998468, Obj: 0.179100, No Obj: 0.000207, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705109, Class: 0.998361, Obj: 0.157610, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2845: 0.401529, 0.374232 avg loss, 0.001000 rate, 3.922026 seconds, 182080 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837547, Class: 0.996733, Obj: 0.186271, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855570, Class: 0.999577, Obj: 0.110051, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670206, Class: 0.997882, Obj: 0.035953, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900304, Class: 0.990162, Obj: 0.265787, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.697124, Class: 0.996657, Obj: 0.333484, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912906, Class: 0.997262, Obj: 0.651010, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721918, Class: 0.996679, Obj: 0.203327, No Obj: 0.000126, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767789, Class: 0.999761, Obj: 0.723284, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743924, Class: 0.996522, Obj: 0.068623, No Obj: 0.000134, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837480, Class: 0.993700, Obj: 0.545221, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.573987, Class: 0.995423, Obj: 0.041176, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817906, Class: 0.994428, Obj: 0.270659, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844974, Class: 0.996833, Obj: 0.052645, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843510, Class: 0.996957, Obj: 0.560917, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715554, Class: 0.995025, Obj: 0.061399, No Obj: 0.000036, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2846: 0.307319, 0.367540 avg loss, 0.001000 rate, 3.916300 seconds, 182144 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883465, Class: 0.999229, Obj: 0.311045, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.898329, Class: 0.998879, Obj: 0.200934, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.840216, Class: 0.991656, Obj: 0.171108, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.640804, Class: 0.999110, Obj: 0.007421, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770919, Class: 0.994647, Obj: 0.168322, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.650297, Class: 0.985231, Obj: 0.174547, No Obj: 0.000437, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.833584, Class: 0.986045, Obj: 0.036959, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829266, Class: 0.997140, Obj: 0.305723, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710086, Class: 0.994894, Obj: 0.061187, No Obj: 0.000050, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702585, Class: 0.995608, Obj: 0.119134, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807303, Class: 0.998934, Obj: 0.273680, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728214, Class: 0.990129, Obj: 0.029408, No Obj: 0.000210, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788912, Class: 0.999904, Obj: 0.053206, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839760, Class: 0.998932, Obj: 0.704562, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638974, Class: 0.996156, Obj: 0.261788, No Obj: 0.000067, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2847: 0.294625, 0.360249 avg loss, 0.001000 rate, 3.914541 seconds, 182208 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754622, Class: 0.997633, Obj: 0.210387, No Obj: 0.000068, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764521, Class: 0.997535, Obj: 0.035007, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635356, Class: 0.994781, Obj: 0.052700, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851374, Class: 0.998158, Obj: 0.201156, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771796, Class: 0.998774, Obj: 0.097446, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706435, Class: 0.995896, Obj: 0.731287, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738607, Class: 0.995750, Obj: 0.205673, No Obj: 0.000078, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742746, Class: 0.998883, Obj: 0.292871, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830408, Class: 0.998479, Obj: 0.427571, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723905, Class: 0.994639, Obj: 0.069267, No Obj: 0.000080, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811134, Class: 0.994040, Obj: 0.469758, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.707672, Class: 0.995954, Obj: 0.183967, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2848: 0.351083, 0.359332 avg loss, 0.001000 rate, 3.916101 seconds, 182272 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676259, Class: 0.987442, Obj: 0.006360, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.826242, Class: 0.997534, Obj: 0.071008, No Obj: 0.000049, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.808333, Class: 0.997420, Obj: 0.784915, No Obj: 0.000391, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.915730, Class: 0.997470, Obj: 0.034951, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865712, Class: 0.996546, Obj: 0.192184, No Obj: 0.000089, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.836260, Class: 0.957347, Obj: 0.010434, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813861, Class: 0.994578, Obj: 0.337574, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.631038, Class: 0.996100, Obj: 0.154505, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870169, Class: 0.988065, Obj: 0.180958, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.608582, Class: 0.990662, Obj: 0.019059, No Obj: 0.000036, .5R: 0.666667, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794219, Class: 0.989943, Obj: 0.267490, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.690800, Class: 0.995954, Obj: 0.152722, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758667, Class: 0.993667, Obj: 0.123646, No Obj: 0.000067, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861768, Class: 0.994108, Obj: 0.548997, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.787621, Class: 0.994431, Obj: 0.039783, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802051, Class: 0.993954, Obj: 0.003850, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816083, Class: 0.996629, Obj: 0.188568, No Obj: 0.000088, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2849: 0.428705, 0.366270 avg loss, 0.001000 rate, 3.921742 seconds, 182336 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.584338, Class: 0.998089, Obj: 0.280117, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771133, Class: 0.997642, Obj: 0.337071, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.710538, Class: 0.994870, Obj: 0.079530, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862941, Class: 0.998253, Obj: 0.124940, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.851672, Class: 0.998000, Obj: 0.641052, No Obj: 0.000590, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.628561, Class: 0.994885, Obj: 0.011767, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.710663, Class: 0.997439, Obj: 0.111807, No Obj: 0.000079, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827828, Class: 0.997597, Obj: 0.305168, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706617, Class: 0.993011, Obj: 0.156105, No Obj: 0.000138, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758297, Class: 0.999623, Obj: 0.836805, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.813632, Class: 0.996067, Obj: 0.234449, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.529879, Class: 0.998410, Obj: 0.056609, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795250, Class: 0.998867, Obj: 0.413846, No Obj: 0.000187, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2850: 0.340202, 0.363663 avg loss, 0.001000 rate, 3.914605 seconds, 182400 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854241, Class: 0.993272, Obj: 0.866286, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661599, Class: 0.995637, Obj: 0.229070, No Obj: 0.000152, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837106, Class: 0.999926, Obj: 0.136095, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558455, Class: 0.995962, Obj: 0.054898, No Obj: 0.000064, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790297, Class: 0.999580, Obj: 0.114457, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.789243, Class: 0.999554, Obj: 0.832416, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751063, Class: 0.997195, Obj: 0.099010, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894455, Class: 0.999917, Obj: 0.720321, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820085, Class: 0.996809, Obj: 0.335906, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830057, Class: 0.987421, Obj: 0.179569, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700884, Class: 0.994805, Obj: 0.337484, No Obj: 0.000170, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000286, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716920, Class: 0.999372, Obj: 0.004265, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740249, Class: 0.995638, Obj: 0.290863, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2851: 0.286889, 0.355985 avg loss, 0.001000 rate, 3.905876 seconds, 182464 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811209, Class: 0.993824, Obj: 0.110356, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777843, Class: 0.999070, Obj: 0.454505, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709732, Class: 0.995830, Obj: 0.097490, No Obj: 0.000075, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.820098, Class: 0.976323, Obj: 0.010230, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823906, Class: 0.999026, Obj: 0.341932, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.436398, Class: 0.997878, Obj: 0.073737, No Obj: 0.000112, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.760310, Class: 0.993521, Obj: 0.023677, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864228, Class: 0.986603, Obj: 0.256196, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.789298, Class: 0.997579, Obj: 0.353840, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797799, Class: 0.998310, Obj: 0.517642, No Obj: 0.000198, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000336, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785777, Class: 0.996253, Obj: 0.215573, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.828803, Class: 0.973017, Obj: 0.055101, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864498, Class: 0.996809, Obj: 0.882470, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690751, Class: 0.996434, Obj: 0.236279, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2852: 0.310266, 0.351413 avg loss, 0.001000 rate, 3.922112 seconds, 182528 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808069, Class: 0.987889, Obj: 0.003130, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666165, Class: 0.994312, Obj: 0.138932, No Obj: 0.000082, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823621, Class: 0.995910, Obj: 0.114086, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782110, Class: 0.995757, Obj: 0.307533, No Obj: 0.000348, .5R: 1.000000, .75R: 0.583333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894508, Class: 0.982340, Obj: 0.059297, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725588, Class: 0.996684, Obj: 0.277794, No Obj: 0.000163, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737614, Class: 0.995439, Obj: 0.113210, No Obj: 0.000061, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.684319, Class: 0.997275, Obj: 0.449422, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.778073, Class: 0.987529, Obj: 0.229586, No Obj: 0.000364, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.784304, Class: 0.997188, Obj: 0.246799, No Obj: 0.000214, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.968377, Class: 0.994368, Obj: 0.525043, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.507126, Class: 0.994693, Obj: 0.104312, No Obj: 0.000046, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.900124, Class: 0.999039, Obj: 0.565423, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2853: 0.359844, 0.352257 avg loss, 0.001000 rate, 3.932544 seconds, 182592 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758553, Class: 0.996119, Obj: 0.172778, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815722, Class: 0.999852, Obj: 0.949741, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750782, Class: 0.993484, Obj: 0.411951, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709987, Class: 0.994774, Obj: 0.020775, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.760324, Class: 0.997997, Obj: 0.258276, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696579, Class: 0.995624, Obj: 0.241555, No Obj: 0.000157, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.705746, Class: 0.994434, Obj: 0.223847, No Obj: 0.000345, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.776082, Class: 0.995410, Obj: 0.524995, No Obj: 0.000556, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.830574, Class: 0.996581, Obj: 0.240374, No Obj: 0.000219, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811807, Class: 0.995829, Obj: 0.470375, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.855192, Class: 0.999591, Obj: 0.820940, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.847935, Class: 0.998401, Obj: 0.075132, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677971, Class: 0.996348, Obj: 0.113868, No Obj: 0.000174, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.597525, Class: 0.998676, Obj: 0.151177, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.746617, Class: 0.998687, Obj: 0.508268, No Obj: 0.000216, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2854: 0.360007, 0.353032 avg loss, 0.001000 rate, 3.920261 seconds, 182656 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000356, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744857, Class: 0.977085, Obj: 0.154132, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808723, Class: 0.997892, Obj: 0.204089, No Obj: 0.000160, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812552, Class: 0.966333, Obj: 0.215645, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713416, Class: 0.995559, Obj: 0.245404, No Obj: 0.000169, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806715, Class: 0.999621, Obj: 0.463803, No Obj: 0.000312, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.746060, Class: 0.996709, Obj: 0.385827, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877614, Class: 0.997239, Obj: 0.458079, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660069, Class: 0.996421, Obj: 0.262626, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680918, Class: 0.999571, Obj: 0.111739, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679700, Class: 0.995649, Obj: 0.092221, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704245, Class: 0.985264, Obj: 0.041114, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746081, Class: 0.995066, Obj: 0.292305, No Obj: 0.000267, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647893, Class: 0.997472, Obj: 0.199923, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2855: 0.537793, 0.371508 avg loss, 0.001000 rate, 3.911507 seconds, 182720 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870682, Class: 0.999020, Obj: 0.571570, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677125, Class: 0.998773, Obj: 0.158924, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764539, Class: 0.996424, Obj: 0.307302, No Obj: 0.000172, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698137, Class: 0.997671, Obj: 0.135477, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.809866, Class: 0.991902, Obj: 0.314404, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777132, Class: 0.998054, Obj: 0.299800, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890421, Class: 0.999559, Obj: 0.039681, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739581, Class: 0.994720, Obj: 0.474196, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823204, Class: 0.997006, Obj: 0.184673, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.612550, Class: 0.978885, Obj: 0.109467, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737556, Class: 0.957249, Obj: 0.000106, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789226, Class: 0.996754, Obj: 0.147490, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730937, Class: 0.997246, Obj: 0.158346, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2856: 0.309399, 0.365297 avg loss, 0.001000 rate, 3.916775 seconds, 182784 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874864, Class: 0.988542, Obj: 0.720147, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829614, Class: 0.996859, Obj: 0.209097, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.883041, Class: 0.999244, Obj: 0.105247, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.861884, Class: 0.999345, Obj: 0.045228, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793041, Class: 0.998633, Obj: 0.230071, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732193, Class: 0.995844, Obj: 0.360148, No Obj: 0.000113, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840258, Class: 0.994023, Obj: 0.011711, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624063, Class: 0.997729, Obj: 0.153518, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673244, Class: 0.999908, Obj: 0.146126, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825367, Class: 0.994325, Obj: 0.513906, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.680314, Class: 0.995975, Obj: 0.091918, No Obj: 0.000093, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735919, Class: 0.986940, Obj: 0.064112, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.306064, Class: 0.982024, Obj: 0.000082, No Obj: 0.000016, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766289, Class: 0.994090, Obj: 0.519104, No Obj: 0.000390, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.677155, Class: 0.997450, Obj: 0.093854, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2857: 0.328542, 0.361621 avg loss, 0.001000 rate, 3.914366 seconds, 182848 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826529, Class: 0.984586, Obj: 0.287155, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761552, Class: 0.996989, Obj: 0.248932, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876368, Class: 0.989400, Obj: 0.479360, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748212, Class: 0.998499, Obj: 0.264118, No Obj: 0.000092, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739955, Class: 0.998482, Obj: 0.215957, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783223, Class: 0.998076, Obj: 0.344621, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.622680, Class: 0.847035, Obj: 0.000108, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763058, Class: 0.996006, Obj: 0.062763, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.781219, Class: 0.994794, Obj: 0.072408, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642346, Class: 0.993359, Obj: 0.220638, No Obj: 0.000141, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2858: 0.350355, 0.360495 avg loss, 0.001000 rate, 3.900484 seconds, 182912 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880098, Class: 0.996371, Obj: 0.445081, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.731693, Class: 0.995957, Obj: 0.074393, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714711, Class: 0.997314, Obj: 0.277425, No Obj: 0.000107, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784246, Class: 0.994320, Obj: 0.044692, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784697, Class: 0.991613, Obj: 0.206810, No Obj: 0.000205, .5R: 1.000000, .75R: 0.666667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717247, Class: 0.997447, Obj: 0.027709, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823992, Class: 0.996797, Obj: 0.050879, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692439, Class: 0.977713, Obj: 0.058605, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706514, Class: 0.996028, Obj: 0.108285, No Obj: 0.000124, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786569, Class: 0.996868, Obj: 0.234553, No Obj: 0.000124, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787517, Class: 0.996492, Obj: 0.086281, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730337, Class: 0.996973, Obj: 0.299722, No Obj: 0.000154, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2859: 0.463499, 0.370795 avg loss, 0.001000 rate, 3.932730 seconds, 182976 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818403, Class: 0.993868, Obj: 0.304519, No Obj: 0.000302, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.728877, Class: 0.996164, Obj: 0.167366, No Obj: 0.000133, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761998, Class: 0.996673, Obj: 0.351378, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792659, Class: 0.997263, Obj: 0.291755, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732868, Class: 0.995026, Obj: 0.003190, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913115, Class: 0.989107, Obj: 0.069559, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729061, Class: 0.997608, Obj: 0.162635, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881209, Class: 0.999915, Obj: 0.442866, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723692, Class: 0.997178, Obj: 0.373673, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.660977, Class: 0.999181, Obj: 0.371670, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.781340, Class: 0.986071, Obj: 0.436236, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740804, Class: 0.994825, Obj: 0.206970, No Obj: 0.000128, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647015, Class: 0.996137, Obj: 0.293935, No Obj: 0.000097, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770021, Class: 0.969443, Obj: 0.000557, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.879696, Class: 0.999821, Obj: 0.031240, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2860: 0.374361, 0.371152 avg loss, 0.001000 rate, 3.928016 seconds, 183040 images Loaded: 0.000078 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758850, Class: 0.999703, Obj: 0.158393, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718206, Class: 0.997327, Obj: 0.092684, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.774193, Class: 0.963501, Obj: 0.003441, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.808301, Class: 0.986179, Obj: 0.188458, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669521, Class: 0.993447, Obj: 0.182603, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.807365, Class: 0.995618, Obj: 0.202752, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797251, Class: 0.982274, Obj: 0.050469, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719613, Class: 0.995968, Obj: 0.076363, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.871455, Class: 0.994291, Obj: 0.393512, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.748666, Class: 0.995443, Obj: 0.864914, No Obj: 0.000312, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790806, Class: 0.997253, Obj: 0.092784, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862706, Class: 0.994846, Obj: 0.080877, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.758883, Class: 0.997099, Obj: 0.342526, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747100, Class: 0.999248, Obj: 0.490758, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627149, Class: 0.997627, Obj: 0.072618, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.838113, Class: 0.988292, Obj: 0.004816, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.729728, Class: 0.996432, Obj: 0.381566, No Obj: 0.000274, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.823057, Class: 0.995484, Obj: 0.121622, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805667, Class: 0.995511, Obj: 0.166298, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2861: 0.354203, 0.369457 avg loss, 0.001000 rate, 3.931077 seconds, 183104 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783411, Class: 0.999454, Obj: 0.461542, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.838940, Class: 0.995988, Obj: 0.225537, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842643, Class: 0.995681, Obj: 0.180307, No Obj: 0.000128, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766822, Class: 0.999175, Obj: 0.316542, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907466, Class: 0.999699, Obj: 0.937343, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802880, Class: 0.998811, Obj: 0.333071, No Obj: 0.000159, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.815757, Class: 0.994345, Obj: 0.053388, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718801, Class: 0.999903, Obj: 0.618717, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.708138, Class: 0.989083, Obj: 0.050945, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651274, Class: 0.995660, Obj: 0.004057, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750153, Class: 0.996737, Obj: 0.028015, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740575, Class: 0.997066, Obj: 0.216786, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.677452, Class: 0.997110, Obj: 0.006170, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902421, Class: 0.998361, Obj: 0.260286, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2862: 0.268894, 0.359401 avg loss, 0.001000 rate, 3.910999 seconds, 183168 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814705, Class: 0.997544, Obj: 0.242692, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756247, Class: 0.998511, Obj: 0.242031, No Obj: 0.000141, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.777783, Class: 0.997216, Obj: 0.244104, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789531, Class: 0.952529, Obj: 0.094365, No Obj: 0.000245, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.726577, Class: 0.999399, Obj: 0.117628, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.746208, Class: 0.998738, Obj: 0.691833, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.769663, Class: 0.992464, Obj: 0.525372, No Obj: 0.000365, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.765212, Class: 0.996329, Obj: 0.301645, No Obj: 0.000140, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859435, Class: 0.996895, Obj: 0.277460, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706112, Class: 0.997487, Obj: 0.194782, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742796, Class: 0.996798, Obj: 0.021471, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775025, Class: 0.998209, Obj: 0.110630, No Obj: 0.000117, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.857981, Class: 0.996152, Obj: 0.097043, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.882290, Class: 0.998500, Obj: 0.390066, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.658187, Class: 0.998089, Obj: 0.098335, No Obj: 0.000116, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701206, Class: 0.996816, Obj: 0.170597, No Obj: 0.000163, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2863: 0.432681, 0.366729 avg loss, 0.001000 rate, 3.921696 seconds, 183232 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826553, Class: 0.999928, Obj: 0.646663, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732444, Class: 0.995442, Obj: 0.062744, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787991, Class: 0.994602, Obj: 0.245323, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760831, Class: 0.999112, Obj: 0.426498, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693814, Class: 0.996839, Obj: 0.143084, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783732, Class: 0.993055, Obj: 0.033297, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.912754, Class: 0.995580, Obj: 0.360058, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.825113, Class: 0.989719, Obj: 0.282372, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.889266, Class: 0.996829, Obj: 0.312806, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.719655, Class: 0.989360, Obj: 0.221981, No Obj: 0.000590, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.728023, Class: 0.991470, Obj: 0.144218, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.486508, Class: 0.992625, Obj: 0.002087, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864217, Class: 0.998984, Obj: 0.255350, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2864: 0.276121, 0.357668 avg loss, 0.001000 rate, 3.924723 seconds, 183296 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808754, Class: 0.999739, Obj: 0.753639, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.657966, Class: 0.995837, Obj: 0.105368, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687140, Class: 0.998093, Obj: 0.105572, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795378, Class: 0.998711, Obj: 0.353892, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768076, Class: 0.991044, Obj: 0.119008, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774432, Class: 0.996380, Obj: 0.257799, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791456, Class: 0.996501, Obj: 0.229771, No Obj: 0.000195, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795282, Class: 0.999291, Obj: 0.436904, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627438, Class: 0.995595, Obj: 0.088554, No Obj: 0.000108, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886429, Class: 0.987016, Obj: 0.228919, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2865: 0.315846, 0.353486 avg loss, 0.001000 rate, 3.926446 seconds, 183360 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.621207, Class: 0.989236, Obj: 0.155789, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816675, Class: 0.997464, Obj: 0.146026, No Obj: 0.000128, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657196, Class: 0.997625, Obj: 0.000211, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840909, Class: 0.996944, Obj: 0.162131, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673410, Class: 0.994759, Obj: 0.061244, No Obj: 0.000083, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844199, Class: 0.998394, Obj: 0.514812, No Obj: 0.000440, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.651374, Class: 0.996476, Obj: 0.109151, No Obj: 0.000102, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765761, Class: 0.999149, Obj: 0.275324, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840169, Class: 0.996747, Obj: 0.280009, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712470, Class: 0.996879, Obj: 0.136924, No Obj: 0.000099, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.617263, Class: 0.987169, Obj: 0.002986, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.539599, Class: 0.998401, Obj: 0.222704, No Obj: 0.000153, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802022, Class: 0.989601, Obj: 0.405697, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738822, Class: 0.996511, Obj: 0.078989, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2866: 0.531791, 0.371316 avg loss, 0.001000 rate, 3.921323 seconds, 183424 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709383, Class: 0.995069, Obj: 0.154883, No Obj: 0.000058, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.796546, Class: 0.987801, Obj: 0.052516, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843578, Class: 0.998092, Obj: 0.522308, No Obj: 0.000156, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.660516, Class: 0.996083, Obj: 0.186107, No Obj: 0.000447, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741841, Class: 0.995816, Obj: 0.098919, No Obj: 0.000144, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.695461, Class: 0.994476, Obj: 0.115385, No Obj: 0.000339, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.819787, Class: 0.994329, Obj: 0.180460, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.859438, Class: 0.992276, Obj: 0.342890, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724755, Class: 0.994615, Obj: 0.077037, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.675510, Class: 0.956382, Obj: 0.003292, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.740128, Class: 0.980303, Obj: 0.105425, No Obj: 0.000232, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.713420, Class: 0.997822, Obj: 0.106654, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776213, Class: 0.999428, Obj: 0.239318, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738984, Class: 0.997727, Obj: 0.127998, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2867: 0.375275, 0.371712 avg loss, 0.001000 rate, 3.930243 seconds, 183488 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.659947, Class: 0.991462, Obj: 0.055406, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700195, Class: 0.995580, Obj: 0.169003, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642447, Class: 0.996143, Obj: 0.127541, No Obj: 0.000165, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797122, Class: 0.996336, Obj: 0.445585, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748235, Class: 0.996408, Obj: 0.284149, No Obj: 0.000159, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720973, Class: 0.996148, Obj: 0.285655, No Obj: 0.000131, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731800, Class: 0.999012, Obj: 0.015263, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.817241, Class: 0.997312, Obj: 0.142790, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847614, Class: 0.999759, Obj: 0.400861, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734658, Class: 0.998384, Obj: 0.165989, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000253, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725928, Class: 0.996726, Obj: 0.103764, No Obj: 0.000097, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.893963, Class: 0.985758, Obj: 0.768737, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.552532, Class: 0.999001, Obj: 0.594220, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752161, Class: 0.999069, Obj: 0.273077, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2868: 0.452952, 0.379836 avg loss, 0.001000 rate, 3.926681 seconds, 183552 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799980, Class: 0.999344, Obj: 0.446848, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750478, Class: 0.983056, Obj: 0.003511, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665443, Class: 0.995655, Obj: 0.104202, No Obj: 0.000160, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770515, Class: 0.999783, Obj: 0.329032, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708504, Class: 0.997115, Obj: 0.212874, No Obj: 0.000111, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.677389, Class: 0.996896, Obj: 0.546770, No Obj: 0.000320, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516070, Class: 0.997691, Obj: 0.186656, No Obj: 0.000035, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679245, Class: 0.984457, Obj: 0.039649, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.782610, Class: 0.996395, Obj: 0.065062, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783672, Class: 0.997770, Obj: 0.270197, No Obj: 0.000184, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.655754, Class: 0.991109, Obj: 0.115468, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844689, Class: 0.994704, Obj: 0.177659, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.616088, Class: 0.997821, Obj: 0.041863, No Obj: 0.000110, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714357, Class: 0.998131, Obj: 0.002810, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2869: 0.492102, 0.391063 avg loss, 0.001000 rate, 3.922776 seconds, 183616 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796306, Class: 0.998752, Obj: 0.348128, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907712, Class: 0.994006, Obj: 0.087070, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817035, Class: 0.998178, Obj: 0.319331, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785521, Class: 0.997317, Obj: 0.203091, No Obj: 0.000213, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642878, Class: 0.982754, Obj: 0.003347, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.669310, Class: 0.996754, Obj: 0.311873, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.787825, Class: 0.999261, Obj: 0.532565, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.746973, Class: 0.999175, Obj: 0.060634, No Obj: 0.000196, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798154, Class: 0.998360, Obj: 0.328772, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630814, Class: 0.995116, Obj: 0.109464, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.758649, Class: 0.998042, Obj: 0.423556, No Obj: 0.000565, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.897779, Class: 0.995569, Obj: 0.571792, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.879742, Class: 0.999348, Obj: 0.162633, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697661, Class: 0.995077, Obj: 0.273928, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.735471, Class: 0.997022, Obj: 0.152203, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2870: 0.300888, 0.382045 avg loss, 0.001000 rate, 3.923731 seconds, 183680 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580453, Class: 0.997643, Obj: 0.151149, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686227, Class: 0.997019, Obj: 0.102043, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767085, Class: 0.998377, Obj: 0.372448, No Obj: 0.000204, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.733906, Class: 0.999233, Obj: 0.222761, No Obj: 0.000190, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847387, Class: 0.997006, Obj: 0.140377, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.587294, Class: 0.993649, Obj: 0.167221, No Obj: 0.000058, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855568, Class: 0.994553, Obj: 0.259368, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.725790, Class: 0.997540, Obj: 0.441398, No Obj: 0.000316, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.818567, Class: 0.983979, Obj: 0.159092, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.588861, Class: 0.987261, Obj: 0.002150, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709341, Class: 0.996361, Obj: 0.127840, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.785777, Class: 0.996541, Obj: 0.824079, No Obj: 0.000603, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.694985, Class: 0.997753, Obj: 0.395529, No Obj: 0.000267, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.678645, Class: 0.992549, Obj: 0.252291, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2871: 0.317969, 0.375638 avg loss, 0.001000 rate, 3.917205 seconds, 183744 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733932, Class: 0.996260, Obj: 0.006666, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740322, Class: 0.996995, Obj: 0.076563, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798526, Class: 0.999372, Obj: 0.278275, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.694687, Class: 0.998654, Obj: 0.096546, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780026, Class: 0.993167, Obj: 0.153347, No Obj: 0.000334, .5R: 1.000000, .75R: 0.833333, count: 6 Region 106 Avg IOU: 0.680263, Class: 0.998743, Obj: 0.165843, No Obj: 0.000131, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.792529, Class: 0.996778, Obj: 0.123463, No Obj: 0.000366, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646567, Class: 0.994120, Obj: 0.174415, No Obj: 0.000082, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735113, Class: 0.984317, Obj: 0.002777, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.737150, Class: 0.991585, Obj: 0.040572, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784398, Class: 0.997759, Obj: 0.113697, No Obj: 0.000158, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831368, Class: 0.995971, Obj: 0.023653, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694986, Class: 0.998113, Obj: 0.279963, No Obj: 0.000129, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782056, Class: 0.999665, Obj: 0.707944, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679412, Class: 0.997496, Obj: 0.011794, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2872: 0.431818, 0.381256 avg loss, 0.001000 rate, 3.932438 seconds, 183808 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713474, Class: 0.999340, Obj: 0.506537, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775665, Class: 0.997308, Obj: 0.259193, No Obj: 0.000118, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840120, Class: 0.985807, Obj: 0.086943, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788893, Class: 0.998336, Obj: 0.210509, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783377, Class: 0.998968, Obj: 0.212401, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807031, Class: 0.998375, Obj: 0.351590, No Obj: 0.000179, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661020, Class: 0.997669, Obj: 0.515951, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.874888, Class: 0.997516, Obj: 0.096475, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.703819, Class: 0.995663, Obj: 0.207710, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.865923, Class: 0.988239, Obj: 0.027729, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761156, Class: 0.999555, Obj: 0.010220, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783062, Class: 0.995369, Obj: 0.171819, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753552, Class: 0.993922, Obj: 0.121994, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734876, Class: 0.992578, Obj: 0.426953, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763520, Class: 0.997292, Obj: 0.229457, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2873: 0.257305, 0.368861 avg loss, 0.001000 rate, 3.918475 seconds, 183872 images Loaded: 0.000092 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671620, Class: 0.995241, Obj: 0.070761, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808526, Class: 0.998877, Obj: 0.755380, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725501, Class: 0.996009, Obj: 0.089363, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806619, Class: 0.999561, Obj: 0.400664, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770302, Class: 0.995163, Obj: 0.199233, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708761, Class: 0.998052, Obj: 0.011804, No Obj: 0.000022, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830878, Class: 0.997112, Obj: 0.247499, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837243, Class: 0.995575, Obj: 0.085612, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.599315, Class: 0.996747, Obj: 0.154499, No Obj: 0.000087, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880867, Class: 0.999273, Obj: 0.201678, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739167, Class: 0.998672, Obj: 0.067132, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.650812, Class: 0.998492, Obj: 0.920332, No Obj: 0.000477, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765124, Class: 0.998357, Obj: 0.066161, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714875, Class: 0.994324, Obj: 0.053403, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2874: 0.324018, 0.364376 avg loss, 0.001000 rate, 3.918794 seconds, 183936 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710326, Class: 0.997617, Obj: 0.035964, No Obj: 0.000047, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751790, Class: 0.998267, Obj: 0.326243, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.480087, Class: 0.999774, Obj: 0.052788, No Obj: 0.000042, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.830592, Class: 0.997792, Obj: 0.148420, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746545, Class: 0.997467, Obj: 0.330520, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772155, Class: 0.999012, Obj: 0.325203, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677772, Class: 0.999694, Obj: 0.314769, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879872, Class: 0.990903, Obj: 0.101447, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682333, Class: 0.996047, Obj: 0.083580, No Obj: 0.000073, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874209, Class: 0.997011, Obj: 0.527608, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706788, Class: 0.992595, Obj: 0.046555, No Obj: 0.000040, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.833995, Class: 0.996949, Obj: 0.903045, No Obj: 0.000727, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.821679, Class: 0.999535, Obj: 0.781361, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.605458, Class: 0.994008, Obj: 0.116191, No Obj: 0.000065, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2875: 0.314826, 0.359421 avg loss, 0.001000 rate, 3.915510 seconds, 184000 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703000, Class: 0.988078, Obj: 0.294648, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727490, Class: 0.998290, Obj: 0.070878, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869871, Class: 0.997526, Obj: 0.322768, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742213, Class: 0.998460, Obj: 0.186385, No Obj: 0.000131, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.615764, Class: 0.983382, Obj: 0.060067, No Obj: 0.000330, .5R: 1.000000, .75R: 0.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749436, Class: 0.995619, Obj: 0.157271, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.754480, Class: 0.996149, Obj: 0.351104, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736794, Class: 0.993636, Obj: 0.068421, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871756, Class: 0.986100, Obj: 0.015166, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832993, Class: 0.998821, Obj: 0.002892, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.813826, Class: 0.999373, Obj: 0.850595, No Obj: 0.000508, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794702, Class: 0.997730, Obj: 0.930148, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738713, Class: 0.996511, Obj: 0.028750, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800162, Class: 0.996505, Obj: 0.198291, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.760445, Class: 0.996257, Obj: 0.630541, No Obj: 0.000606, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684765, Class: 0.995778, Obj: 0.182002, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759116, Class: 0.993585, Obj: 0.032702, No Obj: 0.000054, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2876: 0.331075, 0.356587 avg loss, 0.001000 rate, 3.926215 seconds, 184064 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.864245, Class: 0.998901, Obj: 0.792672, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.807282, Class: 0.993138, Obj: 0.206845, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748802, Class: 0.999037, Obj: 0.010572, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.725672, Class: 0.993770, Obj: 0.588257, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817814, Class: 0.997561, Obj: 0.169888, No Obj: 0.000090, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711264, Class: 0.998588, Obj: 0.212333, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.634495, Class: 0.994076, Obj: 0.002320, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859473, Class: 0.996607, Obj: 0.529500, No Obj: 0.000310, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.689728, Class: 0.994003, Obj: 0.059575, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855878, Class: 0.990102, Obj: 0.414194, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.730197, Class: 0.994682, Obj: 0.150176, No Obj: 0.000112, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.698019, Class: 0.998274, Obj: 0.412461, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596315, Class: 0.994511, Obj: 0.051279, No Obj: 0.000054, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841292, Class: 0.996109, Obj: 0.223082, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735094, Class: 0.992855, Obj: 0.012784, No Obj: 0.000025, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2877: 0.404085, 0.361336 avg loss, 0.001000 rate, 3.928480 seconds, 184128 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826262, Class: 0.990186, Obj: 0.399364, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.810415, Class: 0.996526, Obj: 0.111738, No Obj: 0.000092, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000283, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766597, Class: 0.995490, Obj: 0.062876, No Obj: 0.000067, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.788452, Class: 0.998751, Obj: 0.939298, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.890568, Class: 0.994391, Obj: 0.029548, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778056, Class: 0.999435, Obj: 0.229626, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.744476, Class: 0.998342, Obj: 0.234944, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758425, Class: 0.996235, Obj: 0.167909, No Obj: 0.000108, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826869, Class: 0.992521, Obj: 0.020393, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.574265, Class: 0.999455, Obj: 0.115990, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820583, Class: 0.998244, Obj: 0.098173, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651579, Class: 0.997335, Obj: 0.077838, No Obj: 0.000063, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2878: 0.403021, 0.365505 avg loss, 0.001000 rate, 3.926373 seconds, 184192 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.928320, Class: 0.998459, Obj: 0.299547, No Obj: 0.000352, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605938, Class: 0.997511, Obj: 0.061025, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.810822, Class: 0.993346, Obj: 0.046796, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.832395, Class: 0.999248, Obj: 0.811461, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.467436, Class: 0.997303, Obj: 0.315432, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909639, Class: 0.988802, Obj: 0.155106, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659451, Class: 0.997852, Obj: 0.045624, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730512, Class: 0.995417, Obj: 0.100938, No Obj: 0.000366, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.628633, Class: 0.996039, Obj: 0.078217, No Obj: 0.000088, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.749549, Class: 0.937998, Obj: 0.003034, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.687885, Class: 0.993924, Obj: 0.319546, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.774923, Class: 0.996301, Obj: 0.340501, No Obj: 0.000187, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798962, Class: 0.996954, Obj: 0.221313, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.656696, Class: 0.998160, Obj: 0.066293, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906459, Class: 0.996917, Obj: 0.782405, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776000, Class: 0.980977, Obj: 0.304266, No Obj: 0.000135, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751411, Class: 0.990312, Obj: 0.232487, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.712394, Class: 0.993795, Obj: 0.106746, No Obj: 0.000116, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2879: 0.444985, 0.373453 avg loss, 0.001000 rate, 3.921916 seconds, 184256 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.959830, Class: 0.996233, Obj: 0.841241, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769577, Class: 0.996429, Obj: 0.191146, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573505, Class: 0.997852, Obj: 0.180744, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803810, Class: 0.998871, Obj: 0.349652, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792356, Class: 0.996331, Obj: 0.211713, No Obj: 0.000184, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791152, Class: 0.998185, Obj: 0.464637, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860023, Class: 0.999720, Obj: 0.883575, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787704, Class: 0.996433, Obj: 0.176641, No Obj: 0.000139, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703499, Class: 0.993322, Obj: 0.435953, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886574, Class: 0.997008, Obj: 0.015624, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684289, Class: 0.996182, Obj: 0.154288, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739016, Class: 0.994497, Obj: 0.159799, No Obj: 0.000211, .5R: 0.818182, .75R: 0.545455, count: 11 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2880: 0.404856, 0.376593 avg loss, 0.001000 rate, 3.924602 seconds, 184320 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692641, Class: 0.999399, Obj: 0.044708, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689887, Class: 0.993957, Obj: 0.135981, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.726189, Class: 0.999257, Obj: 0.524030, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.924837, Class: 0.999894, Obj: 0.074506, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650470, Class: 0.997346, Obj: 0.050543, No Obj: 0.000213, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829159, Class: 0.999423, Obj: 0.544062, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686435, Class: 0.993108, Obj: 0.072843, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783553, Class: 0.993654, Obj: 0.118298, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822206, Class: 0.999035, Obj: 0.220665, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644760, Class: 0.995158, Obj: 0.093528, No Obj: 0.000145, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775579, Class: 0.985803, Obj: 0.304544, No Obj: 0.000259, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.699436, Class: 0.996381, Obj: 0.153232, No Obj: 0.000186, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736676, Class: 0.972793, Obj: 0.002707, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712361, Class: 0.998782, Obj: 0.182638, No Obj: 0.000153, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754161, Class: 0.993574, Obj: 0.840896, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727882, Class: 0.996418, Obj: 0.320739, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2881: 0.442477, 0.383182 avg loss, 0.001000 rate, 3.926371 seconds, 184384 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724602, Class: 0.997867, Obj: 0.116178, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686524, Class: 0.994454, Obj: 0.259638, No Obj: 0.000202, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729860, Class: 0.999405, Obj: 0.006089, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844997, Class: 0.995293, Obj: 0.132946, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934794, Class: 0.999286, Obj: 0.860544, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706175, Class: 0.995079, Obj: 0.155501, No Obj: 0.000090, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747058, Class: 0.994942, Obj: 0.236722, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748862, Class: 0.995499, Obj: 0.169983, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754881, Class: 0.997298, Obj: 0.255577, No Obj: 0.000160, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776565, Class: 0.988696, Obj: 0.332003, No Obj: 0.000249, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.759608, Class: 0.993967, Obj: 0.205942, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785645, Class: 0.996097, Obj: 0.248926, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2882: 0.358534, 0.380717 avg loss, 0.001000 rate, 3.923965 seconds, 184448 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568788, Class: 0.994263, Obj: 0.116788, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.923694, Class: 0.998400, Obj: 0.205451, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843650, Class: 0.994483, Obj: 0.302843, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742924, Class: 0.996737, Obj: 0.049863, No Obj: 0.000050, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870886, Class: 0.995911, Obj: 0.170773, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739634, Class: 0.996724, Obj: 0.233252, No Obj: 0.000197, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654512, Class: 0.994192, Obj: 0.228922, No Obj: 0.000140, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756743, Class: 0.994906, Obj: 0.149881, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746842, Class: 0.985650, Obj: 0.121250, No Obj: 0.000208, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.748922, Class: 0.992891, Obj: 0.187071, No Obj: 0.000191, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 2883 iterations) Last accuracy mAP@0.5 = 73.78 % 2883: 0.395286, 0.382174 avg loss, 0.001000 rate, 3.923399 seconds, 184512 images calculation mAP (mean average precision)... detections_count = 1463, unique_truth_count = 323 rank = 0 of ranks = 1463 rank = 100 of ranks = 1463 rank = 200 of ranks = 1463 rank = 300 of ranks = 1463 rank = 400 of ranks = 1463 rank = 500 of ranks = 1463 rank = 600 of ranks = 1463 rank = 700 of ranks = 1463 rank = 800 of ranks = 1463 rank = 900 of ranks = 1463 rank = 1000 of ranks = 1463 rank = 1100 of ranks = 1463 rank = 1200 of ranks = 1463 rank = 1300 of ranks = 1463 rank = 1400 of ranks = 1463 class_id = 0, name = lca, ap = 77.36% (TP = 205, FP = 31) for thresh = 0.25, precision = 0.87, recall = 0.63, F1-score = 0.73 for thresh = 0.25, TP = 205, FP = 31, FN = 118, average IoU = 64.81 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.773625, or 77.36 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.773625 Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841457, Class: 0.991196, Obj: 0.370096, No Obj: 0.000269, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.733693, Class: 0.995854, Obj: 0.132363, No Obj: 0.000229, .5R: 1.000000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818082, Class: 0.999085, Obj: 0.087494, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704916, Class: 0.992066, Obj: 0.060423, No Obj: 0.000084, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845059, Class: 0.993248, Obj: 0.367036, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710385, Class: 0.997181, Obj: 0.064290, No Obj: 0.000051, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745999, Class: 0.978047, Obj: 0.000221, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723495, Class: 0.996292, Obj: 0.238759, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832266, Class: 0.993322, Obj: 0.435373, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742946, Class: 0.997562, Obj: 0.193149, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792241, Class: 0.992665, Obj: 0.239712, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757778, Class: 0.995843, Obj: 0.004196, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876058, Class: 0.995316, Obj: 0.556867, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.733117, Class: 0.989114, Obj: 0.141032, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.821082, Class: 0.998924, Obj: 0.661622, No Obj: 0.000585, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667468, Class: 0.998163, Obj: 0.136621, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2884: 0.477582, 0.391715 avg loss, 0.001000 rate, 3.723040 seconds, 184576 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762896, Class: 0.990200, Obj: 0.048837, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614497, Class: 0.976697, Obj: 0.263936, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691681, Class: 0.978170, Obj: 0.010028, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.569174, Class: 0.999253, Obj: 0.115889, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.823688, Class: 0.998723, Obj: 0.643604, No Obj: 0.000476, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.870028, Class: 0.987854, Obj: 0.216515, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826178, Class: 0.996425, Obj: 0.018857, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.836110, Class: 0.982194, Obj: 0.568150, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707054, Class: 0.998034, Obj: 0.364094, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745561, Class: 0.997729, Obj: 0.329156, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837976, Class: 0.993278, Obj: 0.734743, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658972, Class: 0.998077, Obj: 0.257566, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853757, Class: 0.991062, Obj: 0.801418, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744897, Class: 0.995810, Obj: 0.063256, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796143, Class: 0.996347, Obj: 0.720509, No Obj: 0.000310, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722158, Class: 0.997131, Obj: 0.169108, No Obj: 0.000098, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2885: 0.280800, 0.380623 avg loss, 0.001000 rate, 3.909017 seconds, 184640 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809226, Class: 0.994933, Obj: 0.736488, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834947, Class: 0.985771, Obj: 0.137293, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733462, Class: 0.998232, Obj: 0.382761, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000284, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825136, Class: 0.989164, Obj: 0.042459, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.658352, Class: 0.998770, Obj: 0.291456, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.683185, Class: 0.998420, Obj: 0.208448, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784747, Class: 0.984715, Obj: 0.212371, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757548, Class: 0.992594, Obj: 0.179972, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.609027, Class: 0.998686, Obj: 0.642336, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.767780, Class: 0.993057, Obj: 0.263823, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.639761, Class: 0.995913, Obj: 0.039458, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801648, Class: 0.974982, Obj: 0.530073, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804108, Class: 0.998900, Obj: 0.250704, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786952, Class: 0.992360, Obj: 0.495054, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.725062, Class: 0.994702, Obj: 0.083124, No Obj: 0.000143, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.693920, Class: 0.953973, Obj: 0.667429, No Obj: 0.000522, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784666, Class: 0.999762, Obj: 0.385834, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697004, Class: 0.998527, Obj: 0.118850, No Obj: 0.000110, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2886: 0.372676, 0.379828 avg loss, 0.001000 rate, 3.923153 seconds, 184704 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.939820, Class: 0.999503, Obj: 0.584438, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759639, Class: 0.994391, Obj: 0.122568, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617539, Class: 0.995606, Obj: 0.098461, No Obj: 0.000069, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774912, Class: 0.998086, Obj: 0.069324, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.900835, Class: 0.999664, Obj: 0.730291, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612643, Class: 0.992814, Obj: 0.065894, No Obj: 0.000076, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678105, Class: 0.997663, Obj: 0.017337, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666513, Class: 0.994304, Obj: 0.121117, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.816777, Class: 0.956211, Obj: 0.003838, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603043, Class: 0.992039, Obj: 0.072785, No Obj: 0.000080, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703541, Class: 0.982001, Obj: 0.205582, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670584, Class: 0.997099, Obj: 0.094235, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2887: 0.393553, 0.381201 avg loss, 0.001000 rate, 3.919609 seconds, 184768 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889280, Class: 0.993645, Obj: 0.597572, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809935, Class: 0.999814, Obj: 0.052031, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.816857, Class: 0.999411, Obj: 0.233968, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684257, Class: 0.992583, Obj: 0.039698, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813899, Class: 0.999837, Obj: 0.924363, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705533, Class: 0.989519, Obj: 0.001244, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808791, Class: 0.995723, Obj: 0.433670, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.739566, Class: 0.999579, Obj: 0.098958, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852442, Class: 0.997308, Obj: 0.084177, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.610381, Class: 0.988417, Obj: 0.433573, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758137, Class: 0.997628, Obj: 0.031533, No Obj: 0.000102, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823026, Class: 0.998299, Obj: 0.634752, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779342, Class: 0.995142, Obj: 0.203899, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757509, Class: 0.995023, Obj: 0.369247, No Obj: 0.000310, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.802712, Class: 0.997424, Obj: 0.208681, No Obj: 0.000120, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2888: 0.339876, 0.377068 avg loss, 0.001000 rate, 3.910413 seconds, 184832 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805780, Class: 0.997620, Obj: 0.140360, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836077, Class: 0.998009, Obj: 0.125544, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715175, Class: 0.971349, Obj: 0.001284, No Obj: 0.000123, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.689852, Class: 0.995950, Obj: 0.077950, No Obj: 0.000061, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866105, Class: 0.998418, Obj: 0.518305, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819346, Class: 0.998637, Obj: 0.114326, No Obj: 0.000072, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793295, Class: 0.996806, Obj: 0.112786, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788688, Class: 0.999075, Obj: 0.842881, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.533882, Class: 0.972713, Obj: 0.000023, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791380, Class: 0.979640, Obj: 0.038652, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622794, Class: 0.993581, Obj: 0.010678, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834513, Class: 0.998335, Obj: 0.080556, No Obj: 0.000073, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2889: 0.299035, 0.369265 avg loss, 0.001000 rate, 3.916277 seconds, 184896 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640221, Class: 0.999062, Obj: 0.072316, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748894, Class: 0.987995, Obj: 0.616354, No Obj: 0.000398, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.808597, Class: 0.997472, Obj: 0.215740, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737104, Class: 0.990131, Obj: 0.015448, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660701, Class: 0.998917, Obj: 0.099895, No Obj: 0.000028, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882037, Class: 0.999766, Obj: 0.783795, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644540, Class: 0.998053, Obj: 0.083845, No Obj: 0.000107, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599654, Class: 0.994664, Obj: 0.075081, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845808, Class: 0.997495, Obj: 0.270605, No Obj: 0.000130, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.813655, Class: 0.995944, Obj: 0.080280, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.820749, Class: 0.989502, Obj: 0.031841, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702744, Class: 0.995720, Obj: 0.028610, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916416, Class: 0.998227, Obj: 0.597737, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706287, Class: 0.995959, Obj: 0.159752, No Obj: 0.000100, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2890: 0.446952, 0.377034 avg loss, 0.001000 rate, 3.906245 seconds, 184960 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877825, Class: 0.998200, Obj: 0.185380, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745299, Class: 0.994730, Obj: 0.129722, No Obj: 0.000130, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723047, Class: 0.996915, Obj: 0.169101, No Obj: 0.000138, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792433, Class: 0.996419, Obj: 0.095806, No Obj: 0.000083, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813151, Class: 0.998686, Obj: 0.176246, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758832, Class: 0.998545, Obj: 0.020719, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.762024, Class: 0.993221, Obj: 0.413512, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764556, Class: 0.992382, Obj: 0.174766, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744635, Class: 0.996059, Obj: 0.175465, No Obj: 0.000119, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.792451, Class: 0.998341, Obj: 0.447950, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760494, Class: 0.998223, Obj: 0.430824, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.826810, Class: 0.998720, Obj: 0.407974, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.715519, Class: 0.991481, Obj: 0.535569, No Obj: 0.000263, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735939, Class: 0.996467, Obj: 0.113039, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840492, Class: 0.981566, Obj: 0.063206, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796535, Class: 0.998300, Obj: 0.178871, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2891: 0.435191, 0.382850 avg loss, 0.001000 rate, 3.906205 seconds, 185024 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915306, Class: 0.998393, Obj: 0.377311, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675032, Class: 0.996558, Obj: 0.156574, No Obj: 0.000097, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610303, Class: 0.996589, Obj: 0.027168, No Obj: 0.000072, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818881, Class: 0.998339, Obj: 0.487792, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.763126, Class: 0.991324, Obj: 0.013064, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784437, Class: 0.994330, Obj: 0.009051, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704789, Class: 0.993857, Obj: 0.031493, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803302, Class: 0.998221, Obj: 0.305085, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757806, Class: 0.999046, Obj: 0.161671, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863599, Class: 0.998082, Obj: 0.751431, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.579197, Class: 0.998240, Obj: 0.067308, No Obj: 0.000052, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781579, Class: 0.996881, Obj: 0.133421, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697895, Class: 0.987832, Obj: 0.330571, No Obj: 0.000256, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.693094, Class: 0.993876, Obj: 0.063318, No Obj: 0.000088, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2892: 0.324439, 0.377008 avg loss, 0.001000 rate, 3.903350 seconds, 185088 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791720, Class: 0.978822, Obj: 0.049858, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.629018, Class: 0.997370, Obj: 0.286441, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750665, Class: 0.999129, Obj: 0.275130, No Obj: 0.000171, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853652, Class: 0.999378, Obj: 0.564474, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723119, Class: 0.997513, Obj: 0.173799, No Obj: 0.000125, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854431, Class: 0.999461, Obj: 0.565049, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746586, Class: 0.996335, Obj: 0.266471, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678301, Class: 0.997701, Obj: 0.285399, No Obj: 0.000104, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848410, Class: 0.993869, Obj: 0.839794, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679443, Class: 0.996626, Obj: 0.254797, No Obj: 0.000083, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817310, Class: 0.998061, Obj: 0.069532, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.863792, Class: 0.990169, Obj: 0.012641, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.651296, Class: 0.987159, Obj: 0.176316, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858119, Class: 0.999373, Obj: 0.252054, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741581, Class: 0.998820, Obj: 0.224878, No Obj: 0.000129, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2893: 0.308395, 0.370147 avg loss, 0.001000 rate, 3.901427 seconds, 185152 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842274, Class: 0.990682, Obj: 0.917462, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655682, Class: 0.984388, Obj: 0.096560, No Obj: 0.000094, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653873, Class: 0.997638, Obj: 0.258991, No Obj: 0.000103, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884442, Class: 0.998055, Obj: 0.767898, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697041, Class: 0.994975, Obj: 0.253688, No Obj: 0.000143, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657866, Class: 0.996684, Obj: 0.208148, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688169, Class: 0.996298, Obj: 0.032027, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.690038, Class: 0.835612, Obj: 0.002153, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729876, Class: 0.996226, Obj: 0.330996, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843371, Class: 0.997758, Obj: 0.544031, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734076, Class: 0.998183, Obj: 0.181688, No Obj: 0.000141, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892320, Class: 0.987811, Obj: 0.528185, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773723, Class: 0.996745, Obj: 0.286140, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674601, Class: 0.962126, Obj: 0.268005, No Obj: 0.000403, .5R: 0.750000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.640812, Class: 0.992438, Obj: 0.219291, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2894: 0.392806, 0.372413 avg loss, 0.001000 rate, 3.904443 seconds, 185216 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.861858, Class: 0.993580, Obj: 0.073972, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685129, Class: 0.994585, Obj: 0.096647, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850928, Class: 0.974178, Obj: 0.035334, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748101, Class: 0.997756, Obj: 0.334183, No Obj: 0.000207, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664419, Class: 0.989533, Obj: 0.048879, No Obj: 0.000047, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721772, Class: 0.998917, Obj: 0.472816, No Obj: 0.000095, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755750, Class: 0.997144, Obj: 0.192771, No Obj: 0.000132, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647083, Class: 0.995618, Obj: 0.103601, No Obj: 0.000093, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.599659, Class: 0.990864, Obj: 0.268686, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789199, Class: 0.923325, Obj: 0.258120, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.683428, Class: 0.995073, Obj: 0.104973, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839257, Class: 0.999430, Obj: 0.041427, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794680, Class: 0.995274, Obj: 0.200374, No Obj: 0.000152, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2895: 0.411879, 0.376359 avg loss, 0.001000 rate, 3.900308 seconds, 185280 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728927, Class: 0.994092, Obj: 0.433676, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744553, Class: 0.997568, Obj: 0.249968, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711308, Class: 0.993477, Obj: 0.405558, No Obj: 0.000463, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.771736, Class: 0.994825, Obj: 0.187145, No Obj: 0.000143, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815712, Class: 0.999949, Obj: 0.735157, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691912, Class: 0.998590, Obj: 0.379174, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.726141, Class: 0.997632, Obj: 0.782031, No Obj: 0.000285, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.685095, Class: 0.995810, Obj: 0.298462, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.779150, Class: 0.996075, Obj: 0.127831, No Obj: 0.000125, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727834, Class: 0.999838, Obj: 0.412071, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.949721, Class: 0.997154, Obj: 0.795817, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751197, Class: 0.999127, Obj: 0.259421, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769950, Class: 0.997838, Obj: 0.344505, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2896: 0.250330, 0.363757 avg loss, 0.001000 rate, 3.905897 seconds, 185344 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856325, Class: 0.999876, Obj: 0.631907, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776866, Class: 0.989732, Obj: 0.002859, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792298, Class: 0.997259, Obj: 0.915316, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694767, Class: 0.995417, Obj: 0.041515, No Obj: 0.000106, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.624259, Class: 0.976382, Obj: 0.071931, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727408, Class: 0.995704, Obj: 0.598603, No Obj: 0.000234, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811426, Class: 0.997743, Obj: 0.242526, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.497117, Class: 0.906314, Obj: 0.133980, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814199, Class: 0.994095, Obj: 0.043071, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831236, Class: 0.992977, Obj: 0.344010, No Obj: 0.000437, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.780595, Class: 0.995060, Obj: 0.037823, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.857952, Class: 0.987083, Obj: 0.298617, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.842218, Class: 0.994091, Obj: 0.049666, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721985, Class: 0.997627, Obj: 0.158894, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881574, Class: 0.999789, Obj: 0.614724, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727217, Class: 0.985018, Obj: 0.012251, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798051, Class: 0.995449, Obj: 0.414414, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.738619, Class: 0.994069, Obj: 0.100298, No Obj: 0.000093, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2897: 0.308299, 0.358211 avg loss, 0.001000 rate, 3.903588 seconds, 185408 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.514066, Class: 0.995248, Obj: 0.135769, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776942, Class: 0.999221, Obj: 0.639946, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.803846, Class: 0.989861, Obj: 0.209912, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574428, Class: 0.996319, Obj: 0.023369, No Obj: 0.000034, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.719707, Class: 0.981320, Obj: 0.544284, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.898015, Class: 0.983553, Obj: 0.398439, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.491077, Class: 0.997675, Obj: 0.036823, No Obj: 0.000023, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659564, Class: 0.997828, Obj: 0.279896, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839413, Class: 0.999277, Obj: 0.118041, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768045, Class: 0.996685, Obj: 0.227642, No Obj: 0.000201, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785972, Class: 0.997225, Obj: 0.319268, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752639, Class: 0.995539, Obj: 0.168855, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739808, Class: 0.999525, Obj: 0.217294, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.789076, Class: 0.997854, Obj: 0.118655, No Obj: 0.000136, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2898: 0.379276, 0.360317 avg loss, 0.001000 rate, 3.904525 seconds, 185472 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737891, Class: 0.995491, Obj: 0.066471, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661829, Class: 0.990429, Obj: 0.563853, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705067, Class: 0.997540, Obj: 0.211613, No Obj: 0.000128, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820266, Class: 0.999782, Obj: 0.069246, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632403, Class: 0.994031, Obj: 0.276883, No Obj: 0.000140, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854804, Class: 0.991350, Obj: 0.305728, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794133, Class: 0.995441, Obj: 0.106970, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817815, Class: 0.994937, Obj: 0.825873, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737562, Class: 0.989481, Obj: 0.145837, No Obj: 0.000103, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837192, Class: 0.996517, Obj: 0.223446, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.971347, Class: 0.996975, Obj: 0.346484, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692177, Class: 0.995564, Obj: 0.173094, No Obj: 0.000086, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.771969, Class: 0.987445, Obj: 0.012365, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.773697, Class: 0.985737, Obj: 0.050656, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742587, Class: 0.995814, Obj: 0.040587, No Obj: 0.000044, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2899: 0.391834, 0.363469 avg loss, 0.001000 rate, 3.902292 seconds, 185536 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851400, Class: 0.999635, Obj: 0.193199, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821095, Class: 0.995865, Obj: 0.174409, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701281, Class: 0.998495, Obj: 0.359702, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777219, Class: 0.990455, Obj: 0.177481, No Obj: 0.000119, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793715, Class: 0.997416, Obj: 0.118279, No Obj: 0.000039, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.744305, Class: 0.975355, Obj: 0.000286, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.782832, Class: 0.999379, Obj: 0.351307, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.593175, Class: 0.993799, Obj: 0.013198, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844779, Class: 0.995988, Obj: 0.315967, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630400, Class: 0.997142, Obj: 0.058432, No Obj: 0.000039, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801600, Class: 0.999827, Obj: 0.650856, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633402, Class: 0.993466, Obj: 0.288987, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.703298, Class: 0.980816, Obj: 0.485539, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753289, Class: 0.996287, Obj: 0.068141, No Obj: 0.000020, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2900: 0.340204, 0.361142 avg loss, 0.001000 rate, 3.904497 seconds, 185600 images Loaded: 0.000072 seconds Region 82 Avg IOU: 0.809414, Class: 0.992651, Obj: 0.164226, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830122, Class: 0.995158, Obj: 0.073598, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742196, Class: 0.988530, Obj: 0.140991, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.657773, Class: 0.982633, Obj: 0.285750, No Obj: 0.000115, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.792553, Class: 0.999120, Obj: 0.155608, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.743752, Class: 0.999503, Obj: 0.061934, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825694, Class: 0.992892, Obj: 0.149857, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767117, Class: 0.992395, Obj: 0.711933, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.869782, Class: 0.998398, Obj: 0.198150, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.690421, Class: 0.999270, Obj: 0.435806, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823867, Class: 0.997808, Obj: 0.518396, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781335, Class: 0.997365, Obj: 0.448266, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768121, Class: 0.991839, Obj: 0.007781, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723354, Class: 0.997470, Obj: 0.128682, No Obj: 0.000089, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757222, Class: 0.986083, Obj: 0.228440, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737885, Class: 0.996048, Obj: 0.017348, No Obj: 0.000021, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845404, Class: 0.992486, Obj: 0.604214, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761966, Class: 0.992415, Obj: 0.131130, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2901: 0.309968, 0.356025 avg loss, 0.001000 rate, 3.701587 seconds, 185664 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.768065, Class: 0.985503, Obj: 0.009213, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.904482, Class: 0.998194, Obj: 0.336241, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772802, Class: 0.994537, Obj: 0.043001, No Obj: 0.000086, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716890, Class: 0.996884, Obj: 0.007211, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835284, Class: 0.999508, Obj: 0.338957, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.661648, Class: 0.954643, Obj: 0.016151, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.821953, Class: 0.992943, Obj: 0.598782, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701632, Class: 0.996826, Obj: 0.138874, No Obj: 0.000074, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.839999, Class: 0.997055, Obj: 0.119283, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740881, Class: 0.997320, Obj: 0.153838, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.953802, Class: 0.999450, Obj: 0.406458, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711718, Class: 0.995360, Obj: 0.061844, No Obj: 0.000076, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663837, Class: 0.995104, Obj: 0.142174, No Obj: 0.000110, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833732, Class: 0.993223, Obj: 0.869738, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697827, Class: 0.995032, Obj: 0.428630, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2902: 0.356124, 0.356035 avg loss, 0.001000 rate, 3.910309 seconds, 185728 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804006, Class: 0.827435, Obj: 0.047576, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.703731, Class: 0.995993, Obj: 0.290687, No Obj: 0.000135, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812269, Class: 0.985234, Obj: 0.540981, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685079, Class: 0.991075, Obj: 0.064838, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779123, Class: 0.987446, Obj: 0.406978, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713124, Class: 0.997232, Obj: 0.318643, No Obj: 0.000132, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.723637, Class: 0.997007, Obj: 0.001304, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804635, Class: 0.993016, Obj: 0.068704, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.788300, Class: 0.992884, Obj: 0.123157, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705305, Class: 0.995350, Obj: 0.175343, No Obj: 0.000153, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784020, Class: 0.995207, Obj: 0.424216, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690762, Class: 0.993609, Obj: 0.161596, No Obj: 0.000150, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853573, Class: 0.995470, Obj: 0.339642, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2903: 0.332651, 0.353696 avg loss, 0.001000 rate, 3.895854 seconds, 185792 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.504265, Class: 0.904231, Obj: 0.000348, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748204, Class: 0.997069, Obj: 0.222890, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872698, Class: 0.999497, Obj: 0.850993, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814456, Class: 0.997673, Obj: 0.290025, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.697106, Class: 0.992216, Obj: 0.008370, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.929331, Class: 0.997280, Obj: 0.776090, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673057, Class: 0.996222, Obj: 0.486094, No Obj: 0.000146, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690738, Class: 0.996940, Obj: 0.065393, No Obj: 0.000034, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766242, Class: 0.995809, Obj: 0.038995, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.697487, Class: 0.987388, Obj: 0.049487, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.896960, Class: 0.998000, Obj: 0.176215, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741330, Class: 0.993962, Obj: 0.171732, No Obj: 0.000143, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847548, Class: 0.993990, Obj: 0.588523, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710622, Class: 0.997036, Obj: 0.199818, No Obj: 0.000068, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695441, Class: 0.996179, Obj: 0.472310, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.741207, Class: 0.995637, Obj: 0.299925, No Obj: 0.000182, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2904: 0.423674, 0.360694 avg loss, 0.001000 rate, 3.896483 seconds, 185856 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837289, Class: 0.992795, Obj: 0.187078, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.746369, Class: 0.995414, Obj: 0.061680, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851107, Class: 0.996312, Obj: 0.049869, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812774, Class: 0.994836, Obj: 0.216752, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.632049, Class: 0.988536, Obj: 0.282305, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590491, Class: 0.992765, Obj: 0.049368, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806121, Class: 0.998276, Obj: 0.784294, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808218, Class: 0.997564, Obj: 0.321807, No Obj: 0.000186, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.494485, Class: 0.952145, Obj: 0.043553, No Obj: 0.000069, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.830035, Class: 0.996942, Obj: 0.074453, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742561, Class: 0.999333, Obj: 0.006059, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834135, Class: 0.999771, Obj: 0.621285, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686440, Class: 0.996006, Obj: 0.374035, No Obj: 0.000164, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.707756, Class: 0.996925, Obj: 0.266172, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.853814, Class: 0.991695, Obj: 0.496712, No Obj: 0.000395, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.719109, Class: 0.991646, Obj: 0.020320, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2905: 0.366538, 0.361279 avg loss, 0.001000 rate, 3.905640 seconds, 185920 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.591576, Class: 0.998491, Obj: 0.237268, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695601, Class: 0.997353, Obj: 0.181617, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823737, Class: 0.997253, Obj: 0.494616, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.886316, Class: 0.998854, Obj: 0.000537, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759315, Class: 0.997859, Obj: 0.492035, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866293, Class: 0.998365, Obj: 0.332038, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786661, Class: 0.990912, Obj: 0.401192, No Obj: 0.000208, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.726650, Class: 0.996149, Obj: 0.166697, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793619, Class: 0.988932, Obj: 0.062229, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787835, Class: 0.999410, Obj: 0.314342, No Obj: 0.000217, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701003, Class: 0.996415, Obj: 0.139547, No Obj: 0.000149, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772546, Class: 0.997649, Obj: 0.129831, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657561, Class: 0.992127, Obj: 0.528483, No Obj: 0.000115, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824091, Class: 0.980081, Obj: 0.168616, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.816560, Class: 0.995416, Obj: 0.047004, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2906: 0.357411, 0.360892 avg loss, 0.001000 rate, 3.908799 seconds, 185984 images Loaded: 0.000087 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743883, Class: 0.994539, Obj: 0.136342, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770752, Class: 0.997839, Obj: 0.472937, No Obj: 0.000212, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759352, Class: 0.994194, Obj: 0.159336, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598629, Class: 0.996599, Obj: 0.333700, No Obj: 0.000115, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905532, Class: 0.996804, Obj: 0.001953, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.892081, Class: 0.997219, Obj: 0.479627, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.688469, Class: 0.961778, Obj: 0.002277, No Obj: 0.000239, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813052, Class: 0.997500, Obj: 0.452414, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850451, Class: 0.995034, Obj: 0.027174, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727503, Class: 0.978476, Obj: 0.284467, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861166, Class: 0.999159, Obj: 0.529178, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698361, Class: 0.993374, Obj: 0.308389, No Obj: 0.000219, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798179, Class: 0.989553, Obj: 0.269415, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778802, Class: 0.997193, Obj: 0.443625, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2907: 0.237372, 0.348540 avg loss, 0.001000 rate, 3.901641 seconds, 186048 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884428, Class: 0.999228, Obj: 0.245997, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667000, Class: 0.996991, Obj: 0.158949, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759062, Class: 0.996943, Obj: 0.240370, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582990, Class: 0.995276, Obj: 0.374192, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818143, Class: 0.997421, Obj: 0.590128, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888500, Class: 0.995266, Obj: 0.349776, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825852, Class: 0.998631, Obj: 0.292223, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634254, Class: 0.990452, Obj: 0.015192, No Obj: 0.000083, .5R: 0.700000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761934, Class: 0.995603, Obj: 0.202663, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903275, Class: 0.999115, Obj: 0.058062, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.604602, Class: 0.999617, Obj: 0.382881, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2908: 0.324028, 0.346089 avg loss, 0.001000 rate, 3.912052 seconds, 186112 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823191, Class: 0.998137, Obj: 0.773488, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884579, Class: 0.999032, Obj: 0.344341, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783647, Class: 0.998012, Obj: 0.334028, No Obj: 0.000168, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760896, Class: 0.998172, Obj: 0.187615, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847644, Class: 0.997816, Obj: 0.485997, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.825238, Class: 0.997858, Obj: 0.409347, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798741, Class: 0.999613, Obj: 0.540521, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758913, Class: 0.999517, Obj: 0.333812, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757639, Class: 0.996911, Obj: 0.523012, No Obj: 0.000345, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.731764, Class: 0.995725, Obj: 0.095687, No Obj: 0.000139, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.588215, Class: 0.980169, Obj: 0.007074, No Obj: 0.000149, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807280, Class: 0.999873, Obj: 0.158161, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769777, Class: 0.995937, Obj: 0.143485, No Obj: 0.000145, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2909: 0.320529, 0.343533 avg loss, 0.001000 rate, 3.926074 seconds, 186176 images Loaded: 0.000029 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732038, Class: 0.997131, Obj: 0.336033, No Obj: 0.000261, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.857924, Class: 0.997050, Obj: 0.428973, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.463975, Class: 0.999524, Obj: 0.017158, No Obj: 0.000056, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655886, Class: 0.993294, Obj: 0.202076, No Obj: 0.000068, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883456, Class: 0.999343, Obj: 0.745310, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692596, Class: 0.992048, Obj: 0.128137, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605641, Class: 0.988751, Obj: 0.082241, No Obj: 0.000067, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.786642, Class: 0.970182, Obj: 0.112185, No Obj: 0.000456, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764178, Class: 0.992614, Obj: 0.191827, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816390, Class: 0.997693, Obj: 0.682514, No Obj: 0.000416, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.688774, Class: 0.987720, Obj: 0.078569, No Obj: 0.000079, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702623, Class: 0.993868, Obj: 0.318890, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2910: 0.462940, 0.355473 avg loss, 0.001000 rate, 3.934402 seconds, 186240 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738214, Class: 0.978026, Obj: 0.138778, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.685330, Class: 0.999290, Obj: 0.141075, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821731, Class: 0.999355, Obj: 0.562027, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864243, Class: 0.998158, Obj: 0.343076, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710325, Class: 0.996195, Obj: 0.175860, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786688, Class: 0.997208, Obj: 0.201262, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840690, Class: 0.999929, Obj: 0.855536, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745787, Class: 0.992994, Obj: 0.233367, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827239, Class: 0.999719, Obj: 0.840945, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751452, Class: 0.995347, Obj: 0.224538, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853145, Class: 0.999368, Obj: 0.930228, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737731, Class: 0.995566, Obj: 0.147560, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.846319, Class: 0.998368, Obj: 0.109147, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709319, Class: 0.993017, Obj: 0.091744, No Obj: 0.000062, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2911: 0.330743, 0.353000 avg loss, 0.001000 rate, 3.922657 seconds, 186304 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781995, Class: 0.998531, Obj: 0.370819, No Obj: 0.000128, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612397, Class: 0.995850, Obj: 0.085461, No Obj: 0.000042, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684619, Class: 0.995231, Obj: 0.043991, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735427, Class: 0.998123, Obj: 0.151848, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747941, Class: 0.999403, Obj: 0.286610, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.844408, Class: 0.997564, Obj: 0.310497, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705847, Class: 0.985184, Obj: 0.068015, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700479, Class: 0.995451, Obj: 0.148551, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670432, Class: 0.998632, Obj: 0.113204, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.853060, Class: 0.999365, Obj: 0.106581, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790277, Class: 0.996742, Obj: 0.704515, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812794, Class: 0.996199, Obj: 0.386361, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2912: 0.251804, 0.342881 avg loss, 0.001000 rate, 3.933604 seconds, 186368 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829764, Class: 0.991319, Obj: 0.032318, No Obj: 0.000028, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792426, Class: 0.991511, Obj: 0.410960, No Obj: 0.000552, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.860603, Class: 0.998511, Obj: 0.586181, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776302, Class: 0.995942, Obj: 0.236520, No Obj: 0.000257, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.882443, Class: 0.995805, Obj: 0.231584, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763465, Class: 0.993819, Obj: 0.414626, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.848587, Class: 0.995319, Obj: 0.154630, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.636216, Class: 0.998872, Obj: 0.232640, No Obj: 0.000297, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.800736, Class: 0.998917, Obj: 0.555726, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793525, Class: 0.997473, Obj: 0.155939, No Obj: 0.000112, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739402, Class: 0.997065, Obj: 0.177811, No Obj: 0.000111, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736915, Class: 0.998907, Obj: 0.043096, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761062, Class: 0.995425, Obj: 0.005572, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793745, Class: 0.995157, Obj: 0.213992, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765342, Class: 0.994602, Obj: 0.051365, No Obj: 0.000086, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2913: 0.314580, 0.340051 avg loss, 0.001000 rate, 3.923445 seconds, 186432 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.802894, Class: 0.999564, Obj: 0.723283, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717674, Class: 0.998164, Obj: 0.100014, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778119, Class: 0.991710, Obj: 0.281357, No Obj: 0.000529, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.707123, Class: 0.999164, Obj: 0.262292, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636043, Class: 0.996639, Obj: 0.115451, No Obj: 0.000107, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839122, Class: 0.999845, Obj: 0.859438, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723428, Class: 0.999421, Obj: 0.111451, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775045, Class: 0.999441, Obj: 0.260598, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697699, Class: 0.973993, Obj: 0.002400, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.691125, Class: 0.995949, Obj: 0.199816, No Obj: 0.000152, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759835, Class: 0.975372, Obj: 0.004251, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707387, Class: 0.988365, Obj: 0.116786, No Obj: 0.000022, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2914: 0.308770, 0.336923 avg loss, 0.001000 rate, 3.929532 seconds, 186496 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868569, Class: 0.998875, Obj: 0.930669, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690321, Class: 0.996469, Obj: 0.011856, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872406, Class: 0.993482, Obj: 0.772769, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658774, Class: 0.997326, Obj: 0.190661, No Obj: 0.000086, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732404, Class: 0.997212, Obj: 0.199887, No Obj: 0.000165, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661607, Class: 0.995453, Obj: 0.152733, No Obj: 0.000083, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605272, Class: 0.992963, Obj: 0.095430, No Obj: 0.000072, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763785, Class: 0.995279, Obj: 0.627250, No Obj: 0.000421, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.745454, Class: 0.982790, Obj: 0.087995, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758210, Class: 0.999380, Obj: 0.765469, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830048, Class: 0.998128, Obj: 0.402289, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710390, Class: 0.998522, Obj: 0.103691, No Obj: 0.000095, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2915: 0.427143, 0.345945 avg loss, 0.001000 rate, 3.920347 seconds, 186560 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748492, Class: 0.999971, Obj: 0.820506, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.590631, Class: 0.994577, Obj: 0.215266, No Obj: 0.000090, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813736, Class: 0.996552, Obj: 0.119531, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765904, Class: 0.997301, Obj: 0.269739, No Obj: 0.000182, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833831, Class: 0.991280, Obj: 0.009821, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715756, Class: 0.993640, Obj: 0.320946, No Obj: 0.000141, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800426, Class: 0.997975, Obj: 0.411284, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.844818, Class: 0.998983, Obj: 0.547946, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838107, Class: 0.999559, Obj: 0.879890, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775219, Class: 0.998773, Obj: 0.277156, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945579, Class: 0.998106, Obj: 0.865786, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690381, Class: 0.996355, Obj: 0.163127, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774032, Class: 0.994517, Obj: 0.197582, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839263, Class: 0.997113, Obj: 0.563960, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.775268, Class: 0.994621, Obj: 0.100890, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2916: 0.361644, 0.347514 avg loss, 0.001000 rate, 3.924875 seconds, 186624 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794955, Class: 0.995512, Obj: 0.169245, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809679, Class: 0.998292, Obj: 0.354766, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758933, Class: 0.994570, Obj: 0.180558, No Obj: 0.000333, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.672332, Class: 0.995284, Obj: 0.066112, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000365, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772826, Class: 0.995420, Obj: 0.261258, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.825834, Class: 0.998777, Obj: 0.144003, No Obj: 0.000089, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881742, Class: 0.996334, Obj: 0.316613, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835639, Class: 0.994686, Obj: 0.262244, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793474, Class: 0.998390, Obj: 0.330444, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778102, Class: 0.999279, Obj: 0.862556, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738105, Class: 0.996587, Obj: 0.163340, No Obj: 0.000178, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807517, Class: 0.997691, Obj: 0.600203, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.679733, Class: 0.997330, Obj: 0.120525, No Obj: 0.000214, .5R: 0.700000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741032, Class: 0.999000, Obj: 0.318803, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2917: 0.458200, 0.358583 avg loss, 0.001000 rate, 3.920656 seconds, 186688 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859158, Class: 0.998494, Obj: 0.223572, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851175, Class: 0.997792, Obj: 0.069754, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.657321, Class: 0.938039, Obj: 0.080215, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816494, Class: 0.997354, Obj: 0.376227, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.817599, Class: 0.996433, Obj: 0.281946, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635275, Class: 0.990141, Obj: 0.234463, No Obj: 0.000125, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738096, Class: 0.991966, Obj: 0.000578, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826403, Class: 0.999560, Obj: 0.340239, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801364, Class: 0.993668, Obj: 0.175196, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833776, Class: 0.996290, Obj: 0.258246, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.821637, Class: 0.998573, Obj: 0.122533, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720276, Class: 0.996356, Obj: 0.124571, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.689244, Class: 0.995746, Obj: 0.685682, No Obj: 0.000539, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700879, Class: 0.999037, Obj: 0.408262, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728768, Class: 0.999536, Obj: 0.328433, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692618, Class: 0.992886, Obj: 0.208100, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2918: 0.286884, 0.351413 avg loss, 0.001000 rate, 3.921421 seconds, 186752 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879364, Class: 0.999388, Obj: 0.804619, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720484, Class: 0.998990, Obj: 0.319084, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.622884, Class: 0.999503, Obj: 0.610731, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.829040, Class: 0.999409, Obj: 0.537125, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675756, Class: 0.998527, Obj: 0.384160, No Obj: 0.000127, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889620, Class: 0.997625, Obj: 0.530916, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735491, Class: 0.997584, Obj: 0.298711, No Obj: 0.000176, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787791, Class: 0.991545, Obj: 0.250469, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806827, Class: 0.998202, Obj: 0.239441, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708202, Class: 0.995002, Obj: 0.359832, No Obj: 0.000165, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.743023, Class: 0.998054, Obj: 0.478359, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751882, Class: 0.995686, Obj: 0.148664, No Obj: 0.000157, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775710, Class: 0.994748, Obj: 0.047001, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671470, Class: 0.990176, Obj: 0.123801, No Obj: 0.000169, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736711, Class: 0.992844, Obj: 0.082013, No Obj: 0.000124, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2919: 0.435220, 0.359794 avg loss, 0.001000 rate, 3.913133 seconds, 186816 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798482, Class: 0.998356, Obj: 0.704487, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759955, Class: 0.998422, Obj: 0.638208, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798595, Class: 0.999758, Obj: 0.373777, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745586, Class: 0.999662, Obj: 0.605753, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.773490, Class: 0.999135, Obj: 0.401171, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689486, Class: 0.997367, Obj: 0.019157, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856746, Class: 0.993158, Obj: 0.662587, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735953, Class: 0.994121, Obj: 0.251997, No Obj: 0.000160, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.901954, Class: 0.997996, Obj: 0.765016, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806267, Class: 0.996927, Obj: 0.256758, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730078, Class: 0.998785, Obj: 0.346908, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2920: 0.210716, 0.344886 avg loss, 0.001000 rate, 3.916085 seconds, 186880 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903067, Class: 0.999451, Obj: 0.754812, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727048, Class: 0.998359, Obj: 0.060651, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.809767, Class: 0.995983, Obj: 0.042696, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.878881, Class: 0.999688, Obj: 0.835062, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670054, Class: 0.995076, Obj: 0.306187, No Obj: 0.000146, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.823448, Class: 0.996816, Obj: 0.850170, No Obj: 0.000634, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860735, Class: 0.994354, Obj: 0.085524, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.639924, Class: 0.994410, Obj: 0.118025, No Obj: 0.000130, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534193, Class: 0.999496, Obj: 0.314583, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.803153, Class: 0.998894, Obj: 0.229831, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795863, Class: 0.996954, Obj: 0.227977, No Obj: 0.000163, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.690750, Class: 0.996141, Obj: 0.219790, No Obj: 0.000250, .5R: 0.727273, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772287, Class: 0.986642, Obj: 0.400566, No Obj: 0.000154, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648739, Class: 0.993937, Obj: 0.193250, No Obj: 0.000159, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819928, Class: 0.999665, Obj: 0.058985, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.453000, Class: 0.992573, Obj: 0.029934, No Obj: 0.000057, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2921: 0.496376, 0.360035 avg loss, 0.001000 rate, 3.923590 seconds, 186944 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782211, Class: 0.993504, Obj: 0.097438, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734243, Class: 0.984884, Obj: 0.015433, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839570, Class: 0.998716, Obj: 0.440404, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847920, Class: 0.999072, Obj: 0.640001, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661784, Class: 0.995142, Obj: 0.205881, No Obj: 0.000089, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793675, Class: 0.992438, Obj: 0.036657, No Obj: 0.000070, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716915, Class: 0.994899, Obj: 0.037029, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756638, Class: 0.996966, Obj: 0.173805, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000318, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632030, Class: 0.995026, Obj: 0.006449, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.664208, Class: 0.995315, Obj: 0.286184, No Obj: 0.000122, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842582, Class: 0.999289, Obj: 0.264677, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2922: 0.326193, 0.356651 avg loss, 0.001000 rate, 3.914601 seconds, 187008 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846554, Class: 0.999212, Obj: 0.515316, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.610276, Class: 0.992963, Obj: 0.016219, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856736, Class: 0.993110, Obj: 0.033160, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760044, Class: 0.997284, Obj: 0.157380, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870774, Class: 0.999585, Obj: 0.807423, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698580, Class: 0.998842, Obj: 0.115630, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.610824, Class: 0.997090, Obj: 0.147955, No Obj: 0.000077, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892099, Class: 0.999102, Obj: 0.729771, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778612, Class: 0.995077, Obj: 0.225634, No Obj: 0.000103, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683025, Class: 0.998563, Obj: 0.260285, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.750481, Class: 0.976931, Obj: 0.056960, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.947805, Class: 0.999774, Obj: 0.936152, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803392, Class: 0.994162, Obj: 0.260146, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787524, Class: 0.990090, Obj: 0.095946, No Obj: 0.000111, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2923: 0.381395, 0.359125 avg loss, 0.001000 rate, 3.926404 seconds, 187072 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.818870, Class: 0.999300, Obj: 0.911158, No Obj: 0.000376, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.906405, Class: 0.999347, Obj: 0.747028, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.563456, Class: 0.992300, Obj: 0.005860, No Obj: 0.000032, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.670305, Class: 0.997421, Obj: 0.147978, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802123, Class: 0.995913, Obj: 0.050896, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759092, Class: 0.997777, Obj: 0.145667, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.736079, Class: 0.999195, Obj: 0.811810, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770081, Class: 0.998081, Obj: 0.435435, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823894, Class: 0.995516, Obj: 0.102315, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929074, Class: 0.999287, Obj: 0.588050, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763982, Class: 0.995304, Obj: 0.115728, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801632, Class: 0.999812, Obj: 0.732885, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801185, Class: 0.991068, Obj: 0.129292, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723676, Class: 0.999774, Obj: 0.846968, No Obj: 0.000195, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.928415, Class: 0.998727, Obj: 0.469119, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833637, Class: 0.997577, Obj: 0.470640, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793819, Class: 0.996922, Obj: 0.159053, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2924: 0.325660, 0.355779 avg loss, 0.001000 rate, 3.930902 seconds, 187136 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666609, Class: 0.995058, Obj: 0.012231, No Obj: 0.000102, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.863113, Class: 0.997097, Obj: 0.797348, No Obj: 0.000410, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614633, Class: 0.995545, Obj: 0.063476, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718665, Class: 0.991771, Obj: 0.468644, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768057, Class: 0.995460, Obj: 0.107782, No Obj: 0.000102, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772571, Class: 0.993559, Obj: 0.179769, No Obj: 0.000115, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.753806, Class: 0.999526, Obj: 0.890187, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832180, Class: 0.999917, Obj: 0.426537, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713692, Class: 0.994000, Obj: 0.130639, No Obj: 0.000137, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732060, Class: 0.996494, Obj: 0.269782, No Obj: 0.000118, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.619040, Class: 0.955233, Obj: 0.055222, No Obj: 0.000357, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679894, Class: 0.996768, Obj: 0.040480, No Obj: 0.000053, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832861, Class: 0.998681, Obj: 0.564932, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880896, Class: 0.999168, Obj: 0.465153, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2925: 0.460363, 0.366237 avg loss, 0.001000 rate, 3.928751 seconds, 187200 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802166, Class: 0.997013, Obj: 0.234451, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853369, Class: 0.993062, Obj: 0.137354, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.795373, Class: 0.993121, Obj: 0.159260, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842742, Class: 0.998189, Obj: 0.705802, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708201, Class: 0.993903, Obj: 0.123444, No Obj: 0.000099, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737352, Class: 0.998462, Obj: 0.133368, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791700, Class: 0.997454, Obj: 0.319729, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.631770, Class: 0.995421, Obj: 0.260740, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838177, Class: 0.999876, Obj: 0.288022, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615194, Class: 0.998154, Obj: 0.222820, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.667521, Class: 0.985976, Obj: 0.003144, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621002, Class: 0.992707, Obj: 0.108492, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696605, Class: 0.999388, Obj: 0.321679, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810481, Class: 0.994538, Obj: 0.278519, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847799, Class: 0.999877, Obj: 0.722448, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768444, Class: 0.996668, Obj: 0.244363, No Obj: 0.000165, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2926: 0.325169, 0.362130 avg loss, 0.001000 rate, 3.928234 seconds, 187264 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.923410, Class: 0.995925, Obj: 0.105732, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766029, Class: 0.999130, Obj: 0.097547, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598017, Class: 0.994999, Obj: 0.191184, No Obj: 0.000115, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.649536, Class: 0.952251, Obj: 0.001448, No Obj: 0.000072, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.780460, Class: 0.996266, Obj: 0.312520, No Obj: 0.000382, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.650986, Class: 0.954244, Obj: 0.118911, No Obj: 0.000116, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820214, Class: 0.993623, Obj: 0.208961, No Obj: 0.000186, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685584, Class: 0.997193, Obj: 0.009963, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.837702, Class: 0.991906, Obj: 0.175756, No Obj: 0.000162, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.679075, Class: 0.997529, Obj: 0.380690, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740484, Class: 0.995989, Obj: 0.024637, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667620, Class: 0.998086, Obj: 0.202537, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835378, Class: 0.997193, Obj: 0.298453, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.589393, Class: 0.987246, Obj: 0.007085, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814995, Class: 0.995822, Obj: 0.279235, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2927: 0.414009, 0.367318 avg loss, 0.001000 rate, 3.908001 seconds, 187328 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849566, Class: 0.998264, Obj: 0.451725, No Obj: 0.000326, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.758675, Class: 0.995888, Obj: 0.166849, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800187, Class: 0.994603, Obj: 0.113710, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.675060, Class: 0.997543, Obj: 0.033442, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794919, Class: 0.997357, Obj: 0.134176, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729202, Class: 0.984482, Obj: 0.004230, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644190, Class: 0.994945, Obj: 0.014174, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877936, Class: 0.996521, Obj: 0.498227, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.806188, Class: 0.995951, Obj: 0.246929, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.921468, Class: 0.996924, Obj: 0.022664, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.721788, Class: 0.998273, Obj: 0.139289, No Obj: 0.000315, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.753354, Class: 0.998960, Obj: 0.020804, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819164, Class: 0.995293, Obj: 0.125157, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635550, Class: 0.996637, Obj: 0.293501, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2928: 0.316285, 0.362215 avg loss, 0.001000 rate, 3.922736 seconds, 187392 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751777, Class: 0.998725, Obj: 0.373494, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708602, Class: 0.995624, Obj: 0.273201, No Obj: 0.000209, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744887, Class: 0.999624, Obj: 0.465171, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.667824, Class: 0.996189, Obj: 0.021416, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.789638, Class: 0.998954, Obj: 0.051280, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648391, Class: 0.998097, Obj: 0.301573, No Obj: 0.000142, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753616, Class: 0.996724, Obj: 0.026736, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.898159, Class: 0.994793, Obj: 0.309464, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920027, Class: 0.999566, Obj: 0.613276, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835076, Class: 0.997865, Obj: 0.486568, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796015, Class: 0.996627, Obj: 0.171690, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748749, Class: 0.992162, Obj: 0.530932, No Obj: 0.000226, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723218, Class: 0.996305, Obj: 0.140870, No Obj: 0.000170, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2929: 0.321700, 0.358163 avg loss, 0.001000 rate, 3.923221 seconds, 187456 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.552559, Class: 0.997110, Obj: 0.080071, No Obj: 0.000055, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791450, Class: 0.998837, Obj: 0.414994, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820873, Class: 0.998975, Obj: 0.478571, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752030, Class: 0.997539, Obj: 0.070578, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.761437, Class: 0.999546, Obj: 0.203259, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863102, Class: 0.995696, Obj: 0.476564, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.818655, Class: 0.995849, Obj: 0.292268, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842631, Class: 0.998247, Obj: 0.598108, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785508, Class: 0.992253, Obj: 0.134197, No Obj: 0.000084, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.938646, Class: 0.999832, Obj: 0.906655, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827804, Class: 0.998613, Obj: 0.485671, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906690, Class: 0.999904, Obj: 0.917259, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818489, Class: 0.998079, Obj: 0.191512, No Obj: 0.000160, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711410, Class: 0.992716, Obj: 0.029576, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.709359, Class: 0.996135, Obj: 0.124781, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2930: 0.262014, 0.348548 avg loss, 0.001000 rate, 3.921126 seconds, 187520 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852984, Class: 0.999186, Obj: 0.766715, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.810704, Class: 0.997585, Obj: 0.186308, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797857, Class: 0.997992, Obj: 0.042311, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641054, Class: 0.997547, Obj: 0.351792, No Obj: 0.000100, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.707721, Class: 0.995807, Obj: 0.481305, No Obj: 0.000280, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.667878, Class: 0.996573, Obj: 0.004685, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695185, Class: 0.996026, Obj: 0.097826, No Obj: 0.000064, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787261, Class: 0.992571, Obj: 0.502592, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655442, Class: 0.996387, Obj: 0.289753, No Obj: 0.000103, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758038, Class: 0.997244, Obj: 0.299609, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.821260, Class: 0.995724, Obj: 0.157715, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719507, Class: 0.999509, Obj: 0.441494, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.843322, Class: 0.995928, Obj: 0.328382, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780931, Class: 0.997653, Obj: 0.143903, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686994, Class: 0.989911, Obj: 0.008124, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.873480, Class: 0.996580, Obj: 0.072965, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2931: 0.332781, 0.346972 avg loss, 0.001000 rate, 3.924283 seconds, 187584 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.812295, Class: 0.998540, Obj: 0.794072, No Obj: 0.000370, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869337, Class: 0.993033, Obj: 0.640416, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778870, Class: 0.992774, Obj: 0.016729, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790794, Class: 0.988197, Obj: 0.335453, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.698344, Class: 0.994001, Obj: 0.073063, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832320, Class: 0.996992, Obj: 0.028048, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818778, Class: 0.996037, Obj: 0.046081, No Obj: 0.000063, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.521650, Class: 0.998128, Obj: 0.641625, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793319, Class: 0.998205, Obj: 0.368504, No Obj: 0.000449, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.806917, Class: 0.998081, Obj: 0.340552, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871822, Class: 0.993442, Obj: 0.423804, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.402620, Class: 0.983596, Obj: 0.038607, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755065, Class: 0.999657, Obj: 0.757632, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778668, Class: 0.996300, Obj: 0.205060, No Obj: 0.000168, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748364, Class: 0.999287, Obj: 0.004046, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775306, Class: 0.992256, Obj: 0.311806, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.802038, Class: 0.998313, Obj: 0.138010, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2932: 0.332594, 0.345534 avg loss, 0.001000 rate, 3.922112 seconds, 187648 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849050, Class: 0.999132, Obj: 0.486174, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700936, Class: 0.996435, Obj: 0.146972, No Obj: 0.000161, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820780, Class: 0.997566, Obj: 0.429811, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.793759, Class: 0.998053, Obj: 0.252613, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694237, Class: 0.998638, Obj: 0.076778, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809547, Class: 0.993623, Obj: 0.291828, No Obj: 0.000093, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922090, Class: 0.995975, Obj: 0.282722, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730328, Class: 0.997207, Obj: 0.147843, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872812, Class: 0.999917, Obj: 0.646468, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809868, Class: 0.996531, Obj: 0.195577, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909775, Class: 0.999627, Obj: 0.975408, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672885, Class: 0.996579, Obj: 0.283973, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805265, Class: 0.866069, Obj: 0.000197, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785201, Class: 0.991975, Obj: 0.080482, No Obj: 0.000063, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.790189, Class: 0.987576, Obj: 0.173676, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.711572, Class: 0.997328, Obj: 0.176310, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690681, Class: 0.997092, Obj: 0.094249, No Obj: 0.000088, .5R: 0.777778, .75R: 0.444444, count: 9 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2933: 0.492209, 0.360201 avg loss, 0.001000 rate, 3.914083 seconds, 187712 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.980168, Class: 0.966903, Obj: 0.032546, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.889891, Class: 0.999876, Obj: 0.909594, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741095, Class: 0.993169, Obj: 0.039465, No Obj: 0.000081, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755667, Class: 0.996628, Obj: 0.580234, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770208, Class: 0.994515, Obj: 0.068531, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680578, Class: 0.996910, Obj: 0.082220, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.599440, Class: 0.990998, Obj: 0.449414, No Obj: 0.000412, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820356, Class: 0.999911, Obj: 0.916927, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778470, Class: 0.995339, Obj: 0.163863, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759568, Class: 0.943876, Obj: 0.065539, No Obj: 0.000140, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.763306, Class: 0.998347, Obj: 0.134931, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822593, Class: 0.994357, Obj: 0.194295, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.834632, Class: 0.997944, Obj: 0.305223, No Obj: 0.000122, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865559, Class: 0.994146, Obj: 0.465596, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714810, Class: 0.994831, Obj: 0.080236, No Obj: 0.000098, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747559, Class: 0.997917, Obj: 0.103458, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 10 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2934: 0.431755, 0.367357 avg loss, 0.001000 rate, 3.904262 seconds, 187776 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707427, Class: 0.996335, Obj: 0.097936, No Obj: 0.000102, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.731869, Class: 0.987713, Obj: 0.363474, No Obj: 0.000312, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858339, Class: 0.996762, Obj: 0.692021, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800976, Class: 0.994603, Obj: 0.175114, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859983, Class: 0.997008, Obj: 0.101416, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708729, Class: 0.994620, Obj: 0.026099, No Obj: 0.000077, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796663, Class: 0.999730, Obj: 0.708499, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768207, Class: 0.995034, Obj: 0.062163, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.765628, Class: 0.995930, Obj: 0.621087, No Obj: 0.000849, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.702411, Class: 0.990444, Obj: 0.346640, No Obj: 0.000271, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.724234, Class: 0.994106, Obj: 0.100811, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846243, Class: 0.999219, Obj: 0.963382, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722210, Class: 0.989782, Obj: 0.088542, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.478856, Class: 0.969410, Obj: 0.001559, No Obj: 0.000021, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812215, Class: 0.990809, Obj: 0.017894, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.566220, Class: 0.990139, Obj: 0.109090, No Obj: 0.000094, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783003, Class: 0.995303, Obj: 0.042825, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748440, Class: 0.997364, Obj: 0.303469, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2935: 0.481070, 0.378728 avg loss, 0.001000 rate, 3.919460 seconds, 187840 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.702243, Class: 0.998598, Obj: 0.458117, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701051, Class: 0.994781, Obj: 0.096031, No Obj: 0.000139, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802725, Class: 0.995840, Obj: 0.193840, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.793056, Class: 0.997017, Obj: 0.057911, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.876767, Class: 0.994588, Obj: 0.381320, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876754, Class: 0.994840, Obj: 0.435979, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615778, Class: 0.987185, Obj: 0.086353, No Obj: 0.000029, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.756509, Class: 0.974666, Obj: 0.002053, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.589796, Class: 0.997591, Obj: 0.317841, No Obj: 0.000145, .5R: 0.500000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.717659, Class: 0.994546, Obj: 0.077485, No Obj: 0.000104, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.687370, Class: 0.992586, Obj: 0.149082, No Obj: 0.000291, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.745787, Class: 0.997920, Obj: 0.250092, No Obj: 0.000251, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719339, Class: 0.997425, Obj: 0.074191, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755996, Class: 0.997242, Obj: 0.320223, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742276, Class: 0.996781, Obj: 0.289657, No Obj: 0.000179, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611339, Class: 0.998567, Obj: 0.378192, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2936: 0.446632, 0.385518 avg loss, 0.001000 rate, 3.925412 seconds, 187904 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763901, Class: 0.996483, Obj: 0.412477, No Obj: 0.000264, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.827334, Class: 0.999300, Obj: 0.431545, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.832115, Class: 0.989556, Obj: 0.045108, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762943, Class: 0.998304, Obj: 0.292779, No Obj: 0.000314, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.729972, Class: 0.993629, Obj: 0.002909, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796476, Class: 0.995697, Obj: 0.477908, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697675, Class: 0.994704, Obj: 0.186601, No Obj: 0.000168, .5R: 0.833333, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730871, Class: 0.999858, Obj: 0.923320, No Obj: 0.000278, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806072, Class: 0.997733, Obj: 0.331825, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792655, Class: 0.998553, Obj: 0.242618, No Obj: 0.000142, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868513, Class: 0.998034, Obj: 0.262966, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805057, Class: 0.999677, Obj: 0.950744, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784001, Class: 0.998022, Obj: 0.027989, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717500, Class: 0.997085, Obj: 0.327814, No Obj: 0.000186, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2937: 0.402648, 0.387231 avg loss, 0.001000 rate, 3.920489 seconds, 187968 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.595781, Class: 0.992582, Obj: 0.034335, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665674, Class: 0.994268, Obj: 0.075371, No Obj: 0.000111, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778035, Class: 0.999946, Obj: 0.917718, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793717, Class: 0.998550, Obj: 0.287236, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599108, Class: 0.996383, Obj: 0.075726, No Obj: 0.000108, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000215, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803634, Class: 0.996996, Obj: 0.239047, No Obj: 0.000146, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737880, Class: 0.983603, Obj: 0.237825, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756697, Class: 0.993736, Obj: 0.148450, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823814, Class: 0.997286, Obj: 0.301857, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628556, Class: 0.996677, Obj: 0.081929, No Obj: 0.000099, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762449, Class: 0.993137, Obj: 0.409637, No Obj: 0.000287, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815543, Class: 0.997068, Obj: 0.429039, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2938: 0.428470, 0.391355 avg loss, 0.001000 rate, 3.922238 seconds, 188032 images Loaded: 0.000054 seconds Region 82 Avg IOU: 0.744248, Class: 0.993073, Obj: 0.133667, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678686, Class: 0.998163, Obj: 0.084926, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801877, Class: 0.997207, Obj: 0.627857, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658331, Class: 0.989364, Obj: 0.279689, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733350, Class: 0.994549, Obj: 0.263291, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799182, Class: 0.994182, Obj: 0.133227, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766456, Class: 0.999583, Obj: 0.944577, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866742, Class: 0.999451, Obj: 0.427110, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547200, Class: 0.995029, Obj: 0.029498, No Obj: 0.000127, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745564, Class: 0.996435, Obj: 0.325700, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652743, Class: 0.995597, Obj: 0.334616, No Obj: 0.000226, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833261, Class: 0.999825, Obj: 0.965624, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795042, Class: 0.994782, Obj: 0.194556, No Obj: 0.000168, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2939: 0.386825, 0.390902 avg loss, 0.001000 rate, 3.923641 seconds, 188096 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908557, Class: 0.999848, Obj: 0.843704, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.658102, Class: 0.995260, Obj: 0.164258, No Obj: 0.000172, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.883696, Class: 0.981055, Obj: 0.358200, No Obj: 0.000618, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.865766, Class: 0.999447, Obj: 0.101035, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843262, Class: 0.992846, Obj: 0.210459, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584387, Class: 0.996502, Obj: 0.581187, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792000, Class: 0.994576, Obj: 0.119058, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.550365, Class: 0.993788, Obj: 0.004811, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712302, Class: 0.997330, Obj: 0.601588, No Obj: 0.000160, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866460, Class: 0.997708, Obj: 0.776206, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658114, Class: 0.995827, Obj: 0.372788, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699774, Class: 0.995395, Obj: 0.048648, No Obj: 0.000038, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827763, Class: 0.999590, Obj: 0.095860, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653226, Class: 0.991978, Obj: 0.010030, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.692167, Class: 0.987969, Obj: 0.014198, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.848929, Class: 0.995939, Obj: 0.683793, No Obj: 0.000433, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.614772, Class: 0.999324, Obj: 0.643092, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2940: 0.343345, 0.386146 avg loss, 0.001000 rate, 3.913815 seconds, 188160 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799463, Class: 0.997293, Obj: 0.331038, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654451, Class: 0.900066, Obj: 0.000142, No Obj: 0.000004, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.613639, Class: 0.997241, Obj: 0.571267, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728037, Class: 0.991686, Obj: 0.046599, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852924, Class: 0.986354, Obj: 0.124011, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837717, Class: 0.997595, Obj: 0.204486, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.871671, Class: 0.995310, Obj: 0.096778, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797137, Class: 0.994567, Obj: 0.364611, No Obj: 0.000233, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659591, Class: 0.993588, Obj: 0.698993, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.805349, Class: 0.997670, Obj: 0.111143, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841568, Class: 0.987242, Obj: 0.243837, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785860, Class: 0.992118, Obj: 0.265067, No Obj: 0.000143, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.833743, Class: 0.998671, Obj: 0.252888, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.739377, Class: 0.998501, Obj: 0.585704, No Obj: 0.000306, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.800796, Class: 0.995804, Obj: 0.144766, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2941: 0.288722, 0.376404 avg loss, 0.001000 rate, 3.923361 seconds, 188224 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666644, Class: 0.994165, Obj: 0.222243, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815594, Class: 0.996963, Obj: 0.106675, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608147, Class: 0.994512, Obj: 0.144719, No Obj: 0.000118, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.865327, Class: 0.980872, Obj: 0.200764, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.787223, Class: 0.994972, Obj: 0.276301, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.853795, Class: 0.997443, Obj: 0.305589, No Obj: 0.000127, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834214, Class: 0.993872, Obj: 0.041744, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791086, Class: 0.997180, Obj: 0.171926, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000355, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804811, Class: 0.997938, Obj: 0.266361, No Obj: 0.000300, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.695878, Class: 0.995174, Obj: 0.046784, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808336, Class: 0.999193, Obj: 0.191818, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738523, Class: 0.988459, Obj: 0.202955, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767057, Class: 0.997176, Obj: 0.022954, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726707, Class: 0.994291, Obj: 0.049643, No Obj: 0.000057, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2942: 0.374749, 0.376239 avg loss, 0.001000 rate, 3.928453 seconds, 188288 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.761863, Class: 0.998837, Obj: 0.525056, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779020, Class: 0.998430, Obj: 0.126665, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.865916, Class: 0.999563, Obj: 0.766027, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.854581, Class: 0.997628, Obj: 0.348206, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719489, Class: 0.998227, Obj: 0.346899, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.853570, Class: 0.992839, Obj: 0.209002, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732469, Class: 0.993486, Obj: 0.069789, No Obj: 0.000062, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753861, Class: 0.997704, Obj: 0.200378, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.800875, Class: 0.996612, Obj: 0.052875, No Obj: 0.000098, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880765, Class: 0.998895, Obj: 0.008117, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806457, Class: 0.994835, Obj: 0.087351, No Obj: 0.000120, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799680, Class: 0.977038, Obj: 0.000089, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780278, Class: 0.996883, Obj: 0.206772, No Obj: 0.000162, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731654, Class: 0.994769, Obj: 0.311765, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.774338, Class: 0.995781, Obj: 0.019718, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.751585, Class: 0.993657, Obj: 0.152862, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.677560, Class: 0.990540, Obj: 0.013755, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2943: 0.378159, 0.376431 avg loss, 0.001000 rate, 3.911370 seconds, 188352 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.521474, Class: 0.996926, Obj: 0.753467, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781477, Class: 0.995828, Obj: 0.352902, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840262, Class: 0.995222, Obj: 0.763311, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.786895, Class: 0.995180, Obj: 0.229738, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.830312, Class: 0.996724, Obj: 0.587541, No Obj: 0.000445, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809776, Class: 0.990934, Obj: 0.230472, No Obj: 0.000306, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666519, Class: 0.997033, Obj: 0.065713, No Obj: 0.000075, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650016, Class: 0.978856, Obj: 0.232608, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.651704, Class: 0.994451, Obj: 0.183863, No Obj: 0.000077, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763839, Class: 0.989612, Obj: 0.246801, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.836802, Class: 0.998565, Obj: 0.062529, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787724, Class: 0.986991, Obj: 0.499115, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.639276, Class: 0.989053, Obj: 0.009404, No Obj: 0.000050, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891428, Class: 0.998946, Obj: 0.760724, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790160, Class: 0.996090, Obj: 0.276673, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682024, Class: 0.991462, Obj: 0.028242, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2944: 0.427660, 0.381554 avg loss, 0.001000 rate, 3.922656 seconds, 188416 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659002, Class: 0.995483, Obj: 0.112988, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703332, Class: 0.991133, Obj: 0.288553, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806157, Class: 0.998167, Obj: 0.312592, No Obj: 0.000155, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.802617, Class: 0.997814, Obj: 0.556496, No Obj: 0.000419, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611891, Class: 0.996113, Obj: 0.009339, No Obj: 0.000030, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786089, Class: 0.973709, Obj: 0.087615, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899338, Class: 0.997670, Obj: 0.399381, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.748730, Class: 0.995867, Obj: 0.146613, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769860, Class: 0.993090, Obj: 0.204144, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756446, Class: 0.993541, Obj: 0.129345, No Obj: 0.000104, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749737, Class: 0.997138, Obj: 0.122624, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757877, Class: 0.993621, Obj: 0.506159, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810099, Class: 0.997593, Obj: 0.275672, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2945: 0.343390, 0.377737 avg loss, 0.001000 rate, 3.922216 seconds, 188480 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.564182, Class: 0.995865, Obj: 0.183177, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.881402, Class: 0.996026, Obj: 0.198377, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.788977, Class: 0.998524, Obj: 0.146946, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750167, Class: 0.996319, Obj: 0.289868, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818373, Class: 0.998221, Obj: 0.074970, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.816233, Class: 0.997197, Obj: 0.725991, No Obj: 0.000674, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750299, Class: 0.992686, Obj: 0.190545, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808277, Class: 0.984041, Obj: 0.091174, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703744, Class: 0.997523, Obj: 0.120042, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816796, Class: 0.998055, Obj: 0.273635, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744871, Class: 0.994481, Obj: 0.126259, No Obj: 0.000109, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000333, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757780, Class: 0.992862, Obj: 0.540895, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797533, Class: 0.998894, Obj: 0.531048, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2946: 0.303717, 0.370335 avg loss, 0.001000 rate, 3.923580 seconds, 188544 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941237, Class: 0.981088, Obj: 0.567819, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637034, Class: 0.996034, Obj: 0.229512, No Obj: 0.000044, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768822, Class: 0.997228, Obj: 0.217319, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791486, Class: 0.999714, Obj: 0.396207, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.720619, Class: 0.997600, Obj: 0.283109, No Obj: 0.000124, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.700482, Class: 0.991168, Obj: 0.006906, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834656, Class: 0.998448, Obj: 0.327528, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707252, Class: 0.995112, Obj: 0.218437, No Obj: 0.000082, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813444, Class: 0.996166, Obj: 0.134106, No Obj: 0.000236, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.786244, Class: 0.990166, Obj: 0.131856, No Obj: 0.000089, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645132, Class: 0.995755, Obj: 0.199600, No Obj: 0.000114, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706709, Class: 0.993517, Obj: 0.083601, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735040, Class: 0.985449, Obj: 0.073123, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2947: 0.399416, 0.373243 avg loss, 0.001000 rate, 3.921596 seconds, 188608 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872193, Class: 0.984045, Obj: 0.028236, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768942, Class: 0.997382, Obj: 0.273609, No Obj: 0.000169, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.918627, Class: 0.997296, Obj: 0.244586, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678659, Class: 0.998879, Obj: 0.128270, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772426, Class: 0.995892, Obj: 0.139831, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.849452, Class: 0.990120, Obj: 0.017328, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781019, Class: 0.999767, Obj: 0.791931, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665101, Class: 0.995607, Obj: 0.188211, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814361, Class: 0.997942, Obj: 0.516779, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725411, Class: 0.992419, Obj: 0.184570, No Obj: 0.000139, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.534460, Class: 0.996513, Obj: 0.634860, No Obj: 0.000363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726664, Class: 0.995177, Obj: 0.103693, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644168, Class: 0.997184, Obj: 0.113776, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703329, Class: 0.996395, Obj: 0.161066, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856395, Class: 0.996419, Obj: 0.227638, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2948: 0.329909, 0.368910 avg loss, 0.001000 rate, 3.927820 seconds, 188672 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897414, Class: 0.990727, Obj: 0.479780, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795623, Class: 0.993801, Obj: 0.298875, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.655515, Class: 0.933400, Obj: 0.000048, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.678769, Class: 0.998934, Obj: 0.422320, No Obj: 0.000210, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.767222, Class: 0.994793, Obj: 0.115720, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796728, Class: 0.999551, Obj: 0.333109, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848305, Class: 0.998887, Obj: 0.064092, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779714, Class: 0.978737, Obj: 0.000081, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000246, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711961, Class: 0.994428, Obj: 0.071165, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818701, Class: 0.971759, Obj: 0.190009, No Obj: 0.000302, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.783970, Class: 0.995831, Obj: 0.146229, No Obj: 0.000173, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731310, Class: 0.999496, Obj: 0.424433, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815054, Class: 0.998039, Obj: 0.287272, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.548693, Class: 0.986691, Obj: 0.003876, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.908949, Class: 0.997540, Obj: 0.021803, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2949: 0.293121, 0.361331 avg loss, 0.001000 rate, 3.922317 seconds, 188736 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662486, Class: 0.995053, Obj: 0.106344, No Obj: 0.000079, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765309, Class: 0.997205, Obj: 0.376504, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840619, Class: 0.998220, Obj: 0.375661, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727021, Class: 0.997155, Obj: 0.563068, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.837327, Class: 0.997891, Obj: 0.845457, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.608848, Class: 0.994782, Obj: 0.180296, No Obj: 0.000136, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811961, Class: 0.999707, Obj: 0.236865, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.874429, Class: 0.996826, Obj: 0.163379, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.803398, Class: 0.989887, Obj: 0.648955, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876348, Class: 0.990755, Obj: 0.225965, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.695875, Class: 0.996101, Obj: 0.010694, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863141, Class: 0.997804, Obj: 0.942088, No Obj: 0.000376, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771993, Class: 0.996216, Obj: 0.172063, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2950: 0.318390, 0.357037 avg loss, 0.001000 rate, 3.918641 seconds, 188800 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819019, Class: 0.997185, Obj: 0.097076, No Obj: 0.000150, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694350, Class: 0.997533, Obj: 0.526236, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841094, Class: 0.995358, Obj: 0.030210, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735036, Class: 0.997540, Obj: 0.256883, No Obj: 0.000177, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702079, Class: 0.998393, Obj: 0.286677, No Obj: 0.000170, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875815, Class: 0.998728, Obj: 0.786152, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648294, Class: 0.994635, Obj: 0.113999, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.639286, Class: 0.998235, Obj: 0.073633, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000320, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836485, Class: 0.989583, Obj: 0.002479, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775289, Class: 0.998780, Obj: 0.494777, No Obj: 0.000180, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553335, Class: 0.995745, Obj: 0.139947, No Obj: 0.000101, .5R: 0.571429, .75R: 0.142857, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2951: 0.378946, 0.359228 avg loss, 0.001000 rate, 3.910989 seconds, 188864 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846019, Class: 0.998921, Obj: 0.404687, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762155, Class: 0.997884, Obj: 0.159392, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.603905, Class: 0.997355, Obj: 0.077728, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.865376, Class: 0.999551, Obj: 0.644528, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722689, Class: 0.997721, Obj: 0.338872, No Obj: 0.000146, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.872236, Class: 0.996180, Obj: 0.880069, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842841, Class: 0.999388, Obj: 0.322153, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731966, Class: 0.996207, Obj: 0.391905, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795286, Class: 0.998733, Obj: 0.718023, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864278, Class: 0.998960, Obj: 0.124119, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.747650, Class: 0.998011, Obj: 0.350002, No Obj: 0.000297, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.841988, Class: 0.966690, Obj: 0.000482, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679088, Class: 0.995060, Obj: 0.272781, No Obj: 0.000148, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836206, Class: 0.999682, Obj: 0.688867, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661303, Class: 0.995627, Obj: 0.155396, No Obj: 0.000072, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857121, Class: 0.998913, Obj: 0.725042, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720968, Class: 0.990211, Obj: 0.021031, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900420, Class: 0.995642, Obj: 0.560859, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.678904, Class: 0.997455, Obj: 0.129186, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2952: 0.376732, 0.360978 avg loss, 0.001000 rate, 3.922720 seconds, 188928 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.724326, Class: 0.989892, Obj: 0.001263, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.875639, Class: 0.992524, Obj: 0.102778, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798057, Class: 0.995746, Obj: 0.046861, No Obj: 0.000134, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740288, Class: 0.993794, Obj: 0.578102, No Obj: 0.000264, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.705616, Class: 0.994337, Obj: 0.061151, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693970, Class: 0.999421, Obj: 0.468652, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713237, Class: 0.996991, Obj: 0.278015, No Obj: 0.000169, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808412, Class: 0.998145, Obj: 0.262661, No Obj: 0.000254, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.732199, Class: 0.998555, Obj: 0.281677, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722582, Class: 0.995330, Obj: 0.097284, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.642324, Class: 0.993196, Obj: 0.106516, No Obj: 0.000138, .5R: 0.700000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726743, Class: 0.990315, Obj: 0.003061, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759128, Class: 0.997126, Obj: 0.123229, No Obj: 0.000196, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.664441, Class: 0.995597, Obj: 0.141930, No Obj: 0.000115, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876988, Class: 0.999377, Obj: 0.475424, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757356, Class: 0.997194, Obj: 0.113562, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2953: 0.472031, 0.372083 avg loss, 0.001000 rate, 3.908415 seconds, 188992 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.615987, Class: 0.999560, Obj: 0.591585, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.874578, Class: 0.998684, Obj: 0.494884, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694212, Class: 0.997967, Obj: 0.297157, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782491, Class: 0.999400, Obj: 0.121045, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660411, Class: 0.982892, Obj: 0.164850, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731237, Class: 0.998064, Obj: 0.182786, No Obj: 0.000035, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932378, Class: 0.999763, Obj: 0.054985, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817332, Class: 0.998861, Obj: 0.224933, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732680, Class: 0.983814, Obj: 0.009190, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798800, Class: 0.997416, Obj: 0.235279, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767978, Class: 0.993738, Obj: 0.053981, No Obj: 0.000193, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798256, Class: 0.996355, Obj: 0.129210, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897023, Class: 0.999533, Obj: 0.869791, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802442, Class: 0.998346, Obj: 0.376597, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.749504, Class: 0.991165, Obj: 0.450938, No Obj: 0.000514, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767906, Class: 0.999313, Obj: 0.098236, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2954: 0.293922, 0.364267 avg loss, 0.001000 rate, 3.920950 seconds, 189056 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850049, Class: 0.999355, Obj: 0.755666, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825884, Class: 0.998048, Obj: 0.088614, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.659066, Class: 0.991736, Obj: 0.004740, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784025, Class: 0.993385, Obj: 0.006154, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700829, Class: 0.993450, Obj: 0.093212, No Obj: 0.000047, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780318, Class: 0.995863, Obj: 0.081039, No Obj: 0.000101, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830008, Class: 0.990669, Obj: 0.144523, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746684, Class: 0.996968, Obj: 0.229977, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781336, Class: 0.999334, Obj: 0.451965, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.736052, Class: 0.991350, Obj: 0.610823, No Obj: 0.000462, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851813, Class: 0.994394, Obj: 0.360657, No Obj: 0.000391, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767263, Class: 0.997781, Obj: 0.125783, No Obj: 0.000131, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.835789, Class: 0.999166, Obj: 0.676593, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811720, Class: 0.997270, Obj: 0.197683, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853568, Class: 0.994500, Obj: 0.175929, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726543, Class: 0.996052, Obj: 0.035403, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2955: 0.366854, 0.364526 avg loss, 0.001000 rate, 3.911753 seconds, 189120 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822518, Class: 0.998300, Obj: 0.235612, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836421, Class: 0.998222, Obj: 0.807471, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838444, Class: 0.998089, Obj: 0.404703, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626092, Class: 0.990044, Obj: 0.079339, No Obj: 0.000043, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.769108, Class: 0.992732, Obj: 0.022954, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.796816, Class: 0.996188, Obj: 0.011538, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750382, Class: 0.997022, Obj: 0.111799, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659577, Class: 0.996147, Obj: 0.008439, No Obj: 0.000009, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664538, Class: 0.995508, Obj: 0.145742, No Obj: 0.000192, .5R: 0.750000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681729, Class: 0.992575, Obj: 0.850624, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792464, Class: 0.996756, Obj: 0.202054, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799972, Class: 0.995706, Obj: 0.200704, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2956: 0.381346, 0.366208 avg loss, 0.001000 rate, 3.918368 seconds, 189184 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679319, Class: 0.991012, Obj: 0.464957, No Obj: 0.000300, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.546277, Class: 0.984418, Obj: 0.027061, No Obj: 0.000048, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745251, Class: 0.997088, Obj: 0.365569, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.574163, Class: 0.995372, Obj: 0.046178, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732084, Class: 0.997653, Obj: 0.255194, No Obj: 0.000081, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799780, Class: 0.991910, Obj: 0.024942, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661875, Class: 0.997625, Obj: 0.179083, No Obj: 0.000109, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640878, Class: 0.998732, Obj: 0.149685, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831171, Class: 0.996767, Obj: 0.208879, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737859, Class: 0.999740, Obj: 0.667210, No Obj: 0.000228, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753901, Class: 0.993651, Obj: 0.021885, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838133, Class: 0.999973, Obj: 0.600021, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719725, Class: 0.998976, Obj: 0.148308, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2957: 0.323613, 0.361948 avg loss, 0.001000 rate, 3.915006 seconds, 189248 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.896809, Class: 0.996924, Obj: 0.119423, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712576, Class: 0.994522, Obj: 0.219497, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.780526, Class: 0.999444, Obj: 0.469285, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.733295, Class: 0.973762, Obj: 0.003636, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.638054, Class: 0.995037, Obj: 0.164529, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825945, Class: 0.999923, Obj: 0.924827, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.609409, Class: 0.997326, Obj: 0.510312, No Obj: 0.000127, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817156, Class: 0.995013, Obj: 0.211217, No Obj: 0.000235, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.842414, Class: 0.997366, Obj: 0.073802, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877035, Class: 0.996086, Obj: 0.017655, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797579, Class: 0.999573, Obj: 0.105664, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724793, Class: 0.996684, Obj: 0.374925, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.666082, Class: 0.971447, Obj: 0.151588, No Obj: 0.000524, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.554555, Class: 0.992316, Obj: 0.029338, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739374, Class: 0.995849, Obj: 0.046887, No Obj: 0.000291, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752905, Class: 0.995363, Obj: 0.106971, No Obj: 0.000107, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2958: 0.352550, 0.361009 avg loss, 0.001000 rate, 3.924218 seconds, 189312 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709260, Class: 0.997923, Obj: 0.416064, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.703423, Class: 0.995163, Obj: 0.119538, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692356, Class: 0.996702, Obj: 0.065587, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825302, Class: 0.998512, Obj: 0.162291, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786620, Class: 0.997670, Obj: 0.216760, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740044, Class: 0.997333, Obj: 0.066844, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831277, Class: 0.996772, Obj: 0.246104, No Obj: 0.000163, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.820393, Class: 0.995581, Obj: 0.206629, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.751942, Class: 0.993825, Obj: 0.282565, No Obj: 0.000347, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.740802, Class: 0.994986, Obj: 0.007693, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.860256, Class: 0.997557, Obj: 0.654493, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.732407, Class: 0.994771, Obj: 0.337488, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697106, Class: 0.994577, Obj: 0.067973, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731780, Class: 0.996565, Obj: 0.177658, No Obj: 0.000185, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847471, Class: 0.904495, Obj: 0.000170, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728065, Class: 0.997218, Obj: 0.063244, No Obj: 0.000089, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2959: 0.456124, 0.370520 avg loss, 0.001000 rate, 3.924062 seconds, 189376 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801978, Class: 0.990130, Obj: 0.027865, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679612, Class: 0.996356, Obj: 0.188763, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861759, Class: 0.999475, Obj: 0.198655, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695798, Class: 0.994735, Obj: 0.076889, No Obj: 0.000115, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691353, Class: 0.993158, Obj: 0.027037, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.678214, Class: 0.999302, Obj: 0.340207, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.692365, Class: 0.973372, Obj: 0.073285, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.550406, Class: 0.978197, Obj: 0.000461, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776921, Class: 0.994358, Obj: 0.132763, No Obj: 0.000065, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.756812, Class: 0.999042, Obj: 0.197241, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821734, Class: 0.997436, Obj: 0.430813, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.544856, Class: 0.997055, Obj: 0.066118, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732368, Class: 0.985770, Obj: 0.091072, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.818796, Class: 0.997094, Obj: 0.243248, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.701849, Class: 0.999400, Obj: 0.117631, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689754, Class: 0.985544, Obj: 0.194435, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703159, Class: 0.994366, Obj: 0.136812, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2960: 0.372521, 0.370720 avg loss, 0.001000 rate, 3.926592 seconds, 189440 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826691, Class: 0.998769, Obj: 0.616929, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805048, Class: 0.997446, Obj: 0.191748, No Obj: 0.000146, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816136, Class: 0.994494, Obj: 0.282568, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718585, Class: 0.943452, Obj: 0.041757, No Obj: 0.000165, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.616691, Class: 0.994536, Obj: 0.023907, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666165, Class: 0.996633, Obj: 0.137834, No Obj: 0.000123, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809129, Class: 0.999314, Obj: 0.649890, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772007, Class: 0.997601, Obj: 0.245803, No Obj: 0.000209, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.731394, Class: 0.994948, Obj: 0.357355, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740950, Class: 0.997576, Obj: 0.246753, No Obj: 0.000169, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828487, Class: 0.999934, Obj: 0.839926, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824427, Class: 0.996637, Obj: 0.244516, No Obj: 0.000171, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847702, Class: 0.996262, Obj: 0.026083, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717089, Class: 0.999155, Obj: 0.344083, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2961: 0.434676, 0.377116 avg loss, 0.001000 rate, 3.929502 seconds, 189504 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685953, Class: 0.995045, Obj: 0.287070, No Obj: 0.000226, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638343, Class: 0.998552, Obj: 0.026671, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655323, Class: 0.996726, Obj: 0.037755, No Obj: 0.000121, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776977, Class: 0.999765, Obj: 0.686594, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682169, Class: 0.991245, Obj: 0.029682, No Obj: 0.000120, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818327, Class: 0.995551, Obj: 0.092705, No Obj: 0.000176, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.784702, Class: 0.998835, Obj: 0.245857, No Obj: 0.000240, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839165, Class: 0.996091, Obj: 0.454817, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754092, Class: 0.993591, Obj: 0.158302, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892692, Class: 0.999874, Obj: 0.601656, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758459, Class: 0.998667, Obj: 0.274079, No Obj: 0.000201, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894284, Class: 0.995675, Obj: 0.120919, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.896915, Class: 0.998478, Obj: 0.773529, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2962: 0.376919, 0.377096 avg loss, 0.001000 rate, 3.922735 seconds, 189568 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.736910, Class: 0.995782, Obj: 0.187702, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.791162, Class: 0.996706, Obj: 0.459541, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690904, Class: 0.996534, Obj: 0.032904, No Obj: 0.000099, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879629, Class: 0.993541, Obj: 0.504652, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.827759, Class: 0.999022, Obj: 0.201218, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620785, Class: 0.994532, Obj: 0.105279, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.774704, Class: 0.999428, Obj: 0.549169, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783637, Class: 0.989663, Obj: 0.406646, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734798, Class: 0.996421, Obj: 0.191460, No Obj: 0.000125, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.703602, Class: 0.998859, Obj: 0.171156, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727196, Class: 0.999528, Obj: 0.034517, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723136, Class: 0.995523, Obj: 0.199331, No Obj: 0.000136, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740508, Class: 0.993584, Obj: 0.035240, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739020, Class: 0.993224, Obj: 0.048026, No Obj: 0.000091, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792098, Class: 0.998643, Obj: 0.572549, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662691, Class: 0.990649, Obj: 0.049485, No Obj: 0.000038, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702533, Class: 0.988442, Obj: 0.138278, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.553463, Class: 0.995257, Obj: 0.066548, No Obj: 0.000073, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2963: 0.450074, 0.384394 avg loss, 0.001000 rate, 3.921163 seconds, 189632 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.781079, Class: 0.998054, Obj: 0.773103, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.836975, Class: 0.992291, Obj: 0.190174, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766159, Class: 0.993539, Obj: 0.126545, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749724, Class: 0.990476, Obj: 0.004511, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.838342, Class: 0.998349, Obj: 0.162921, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.859111, Class: 0.999633, Obj: 0.692812, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.763266, Class: 0.996474, Obj: 0.618803, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722555, Class: 0.995434, Obj: 0.138793, No Obj: 0.000128, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765827, Class: 0.997830, Obj: 0.406485, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.608541, Class: 0.992046, Obj: 0.173465, No Obj: 0.000063, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719285, Class: 0.999831, Obj: 0.165143, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.807395, Class: 0.993923, Obj: 0.053942, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891354, Class: 0.999829, Obj: 0.864232, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783387, Class: 0.997738, Obj: 0.268339, No Obj: 0.000190, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824652, Class: 0.999619, Obj: 0.861573, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809231, Class: 0.998271, Obj: 0.121755, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813949, Class: 0.998228, Obj: 0.925293, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719836, Class: 0.995562, Obj: 0.169591, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2964: 0.381416, 0.384096 avg loss, 0.001000 rate, 3.920472 seconds, 189696 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800658, Class: 0.996869, Obj: 0.227658, No Obj: 0.000367, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.702263, Class: 0.998527, Obj: 0.115734, No Obj: 0.000144, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713901, Class: 0.997371, Obj: 0.429139, No Obj: 0.000392, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806315, Class: 0.997152, Obj: 0.067727, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.722645, Class: 0.975417, Obj: 0.652536, No Obj: 0.000340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.531738, Class: 0.990153, Obj: 0.052813, No Obj: 0.000029, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721005, Class: 0.998057, Obj: 0.560126, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828223, Class: 0.994800, Obj: 0.126259, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607272, Class: 0.990646, Obj: 0.000830, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749962, Class: 0.993436, Obj: 0.074866, No Obj: 0.000100, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.619965, Class: 0.975690, Obj: 0.015518, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.803292, Class: 0.983755, Obj: 0.076828, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734312, Class: 0.994365, Obj: 0.262720, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873800, Class: 0.994669, Obj: 0.904585, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772782, Class: 0.996010, Obj: 0.379921, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2965: 0.406454, 0.386332 avg loss, 0.001000 rate, 3.913227 seconds, 189760 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750413, Class: 0.990907, Obj: 0.196891, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656658, Class: 0.996444, Obj: 0.285820, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873498, Class: 0.996213, Obj: 0.124157, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721795, Class: 0.997225, Obj: 0.297574, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.666519, Class: 0.998681, Obj: 0.237301, No Obj: 0.000260, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858705, Class: 0.997326, Obj: 0.108129, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714694, Class: 0.997373, Obj: 0.312967, No Obj: 0.000242, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804083, Class: 0.999088, Obj: 0.168374, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803208, Class: 0.995843, Obj: 0.184214, No Obj: 0.000176, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.723539, Class: 0.998540, Obj: 0.407197, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.880019, Class: 0.999956, Obj: 0.843547, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701548, Class: 0.992582, Obj: 0.069635, No Obj: 0.000137, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887886, Class: 0.995907, Obj: 0.411474, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827156, Class: 0.996354, Obj: 0.156082, No Obj: 0.000115, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2966: 0.408233, 0.388522 avg loss, 0.001000 rate, 3.920022 seconds, 189824 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766032, Class: 0.999337, Obj: 0.091800, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709223, Class: 0.997673, Obj: 0.221715, No Obj: 0.000056, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.683466, Class: 0.996961, Obj: 0.379411, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825380, Class: 0.992632, Obj: 0.096332, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710888, Class: 0.997852, Obj: 0.019865, No Obj: 0.000047, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664110, Class: 0.998939, Obj: 0.009431, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753073, Class: 0.984948, Obj: 0.093316, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757074, Class: 0.997272, Obj: 0.425295, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788475, Class: 0.992383, Obj: 0.002527, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794462, Class: 0.998304, Obj: 0.068934, No Obj: 0.000099, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718813, Class: 0.995506, Obj: 0.369385, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.665147, Class: 0.989839, Obj: 0.035463, No Obj: 0.000054, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852143, Class: 0.999652, Obj: 0.769038, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.819679, Class: 0.999604, Obj: 0.421131, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.826425, Class: 0.990947, Obj: 0.326375, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681275, Class: 0.999761, Obj: 0.070701, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2967: 0.282691, 0.377939 avg loss, 0.001000 rate, 3.921952 seconds, 189888 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806047, Class: 0.996083, Obj: 0.001297, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786700, Class: 0.995193, Obj: 0.037228, No Obj: 0.000091, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.726683, Class: 0.997967, Obj: 0.588709, No Obj: 0.000323, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730485, Class: 0.758182, Obj: 0.000121, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744218, Class: 0.999721, Obj: 0.173910, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.592073, Class: 0.997706, Obj: 0.710352, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698900, Class: 0.998775, Obj: 0.091665, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766627, Class: 0.998197, Obj: 0.133772, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757735, Class: 0.998653, Obj: 0.320705, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687704, Class: 0.996737, Obj: 0.150617, No Obj: 0.000118, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841211, Class: 0.991423, Obj: 0.430709, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776161, Class: 0.990633, Obj: 0.162463, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747880, Class: 0.995266, Obj: 0.451469, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797311, Class: 0.997049, Obj: 0.160886, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2968: 0.345331, 0.374678 avg loss, 0.001000 rate, 3.916330 seconds, 189952 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697753, Class: 0.994838, Obj: 0.285590, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734828, Class: 0.995433, Obj: 0.167616, No Obj: 0.000124, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868620, Class: 0.998408, Obj: 0.251435, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.810823, Class: 0.998637, Obj: 0.493497, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766190, Class: 0.988147, Obj: 0.242967, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.820767, Class: 0.999337, Obj: 0.496916, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577709, Class: 0.999778, Obj: 0.864908, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687206, Class: 0.996131, Obj: 0.083377, No Obj: 0.000082, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925925, Class: 0.997444, Obj: 0.042915, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751674, Class: 0.996908, Obj: 0.006394, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.899821, Class: 0.993344, Obj: 0.397916, No Obj: 0.000400, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.900096, Class: 0.999191, Obj: 0.557020, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.666347, Class: 0.996050, Obj: 0.120237, No Obj: 0.000152, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.537929, Class: 0.991726, Obj: 0.217996, No Obj: 0.000109, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844486, Class: 0.995530, Obj: 0.219995, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.772565, Class: 0.996080, Obj: 0.234089, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2969: 0.414668, 0.378677 avg loss, 0.001000 rate, 3.919496 seconds, 190016 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818161, Class: 0.994375, Obj: 0.258531, No Obj: 0.000292, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.746695, Class: 0.996392, Obj: 0.062610, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788614, Class: 0.994709, Obj: 0.594143, No Obj: 0.000200, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815552, Class: 0.998318, Obj: 0.193022, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741723, Class: 0.992432, Obj: 0.082180, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675467, Class: 0.990904, Obj: 0.196062, No Obj: 0.000158, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.829556, Class: 0.999108, Obj: 0.220335, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768271, Class: 0.996178, Obj: 0.411662, No Obj: 0.000372, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.781117, Class: 0.998814, Obj: 0.293401, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754783, Class: 0.998603, Obj: 0.383752, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.777000, Class: 0.997804, Obj: 0.780768, No Obj: 0.000544, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.811210, Class: 0.984178, Obj: 0.000483, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861414, Class: 0.998002, Obj: 0.271277, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701758, Class: 0.993827, Obj: 0.607909, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749741, Class: 0.976845, Obj: 0.103321, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2970: 0.315336, 0.372343 avg loss, 0.001000 rate, 3.916456 seconds, 190080 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893023, Class: 0.998718, Obj: 0.314395, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.833120, Class: 0.998216, Obj: 0.173630, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744219, Class: 0.998067, Obj: 0.175380, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852625, Class: 0.998854, Obj: 0.281918, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702924, Class: 0.999139, Obj: 0.120927, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834419, Class: 0.999775, Obj: 0.505519, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.818766, Class: 0.997582, Obj: 0.181595, No Obj: 0.000199, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806592, Class: 0.999014, Obj: 0.261219, No Obj: 0.000177, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762984, Class: 0.998252, Obj: 0.080897, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701265, Class: 0.998263, Obj: 0.291880, No Obj: 0.000108, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799529, Class: 0.999520, Obj: 0.453705, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.654309, Class: 0.992497, Obj: 0.070983, No Obj: 0.000139, .5R: 0.800000, .75R: 0.400000, count: 10 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2971: 0.421627, 0.377271 avg loss, 0.001000 rate, 3.921384 seconds, 190144 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839826, Class: 0.994196, Obj: 0.482739, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.787724, Class: 0.995019, Obj: 0.082201, No Obj: 0.000139, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817661, Class: 0.996538, Obj: 0.150788, No Obj: 0.000183, .5R: 1.000000, .75R: 0.833333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845478, Class: 0.999828, Obj: 0.852489, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872072, Class: 0.999170, Obj: 0.441076, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898888, Class: 0.994555, Obj: 0.174643, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809424, Class: 0.998669, Obj: 0.010160, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.898875, Class: 0.998650, Obj: 0.922816, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.907816, Class: 0.999487, Obj: 0.122854, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776672, Class: 0.995649, Obj: 0.149604, No Obj: 0.000167, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819851, Class: 0.988447, Obj: 0.014403, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735570, Class: 0.995497, Obj: 0.148217, No Obj: 0.000154, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886564, Class: 0.999434, Obj: 0.322899, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794930, Class: 0.998522, Obj: 0.028583, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.806093, Class: 0.993703, Obj: 0.272873, No Obj: 0.000350, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.787565, Class: 0.993876, Obj: 0.480190, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828085, Class: 0.994778, Obj: 0.198011, No Obj: 0.000196, .5R: 1.000000, .75R: 0.900000, count: 10 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2972: 0.478294, 0.387374 avg loss, 0.001000 rate, 3.935700 seconds, 190208 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689723, Class: 0.979207, Obj: 0.025184, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.674245, Class: 0.998730, Obj: 0.075931, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690643, Class: 0.993929, Obj: 0.053166, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.521745, Class: 0.995190, Obj: 0.123986, No Obj: 0.000064, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799170, Class: 0.996832, Obj: 0.277078, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648307, Class: 0.996333, Obj: 0.165830, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.888501, Class: 0.997182, Obj: 0.190223, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601464, Class: 0.997258, Obj: 0.004350, No Obj: 0.000048, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689319, Class: 0.995689, Obj: 0.182265, No Obj: 0.000228, .5R: 0.769231, .75R: 0.461538, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806533, Class: 0.999844, Obj: 0.722210, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836224, Class: 0.996785, Obj: 0.093244, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2973: 0.399003, 0.388537 avg loss, 0.001000 rate, 3.907067 seconds, 190272 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675983, Class: 0.994529, Obj: 0.192704, No Obj: 0.000115, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839650, Class: 0.998638, Obj: 0.190313, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739141, Class: 0.991586, Obj: 0.071686, No Obj: 0.000199, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705303, Class: 0.997100, Obj: 0.154987, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837572, Class: 0.986448, Obj: 0.015453, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746733, Class: 0.999120, Obj: 0.219251, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880151, Class: 0.999677, Obj: 0.481443, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747653, Class: 0.994222, Obj: 0.029599, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.749629, Class: 0.997596, Obj: 0.351068, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.757479, Class: 0.997232, Obj: 0.174184, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.818780, Class: 0.998128, Obj: 0.348928, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.957596, Class: 0.995085, Obj: 0.603532, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620736, Class: 0.995410, Obj: 0.104151, No Obj: 0.000076, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670647, Class: 0.996932, Obj: 0.187402, No Obj: 0.000085, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2974: 0.378234, 0.387506 avg loss, 0.001000 rate, 3.925878 seconds, 190336 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809933, Class: 0.996011, Obj: 0.336982, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.823064, Class: 0.997460, Obj: 0.182486, No Obj: 0.000188, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.754152, Class: 0.970726, Obj: 0.102509, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877716, Class: 0.998391, Obj: 0.292734, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727917, Class: 0.998030, Obj: 0.280927, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.809855, Class: 0.966721, Obj: 0.037270, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772349, Class: 0.998737, Obj: 0.335016, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844348, Class: 0.993840, Obj: 0.131580, No Obj: 0.000162, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830362, Class: 0.999900, Obj: 0.089719, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648082, Class: 0.996343, Obj: 0.109884, No Obj: 0.000144, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781978, Class: 0.998800, Obj: 0.274501, No Obj: 0.000189, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763346, Class: 0.997580, Obj: 0.091340, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795484, Class: 0.999847, Obj: 0.648422, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828583, Class: 0.995123, Obj: 0.054741, No Obj: 0.000147, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2975: 0.391832, 0.387939 avg loss, 0.001000 rate, 3.927355 seconds, 190400 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665691, Class: 0.979551, Obj: 0.182914, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739520, Class: 0.999163, Obj: 0.261037, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848040, Class: 0.994804, Obj: 0.113989, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711082, Class: 0.996990, Obj: 0.081748, No Obj: 0.000112, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737235, Class: 0.998056, Obj: 0.058824, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739139, Class: 0.995827, Obj: 0.128013, No Obj: 0.000130, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836358, Class: 0.991971, Obj: 0.026316, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.613183, Class: 0.995133, Obj: 0.097116, No Obj: 0.000173, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.745663, Class: 0.992670, Obj: 0.239760, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.517990, Class: 0.998327, Obj: 0.009971, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891352, Class: 0.999667, Obj: 0.869938, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2976: 0.327500, 0.381895 avg loss, 0.001000 rate, 3.931417 seconds, 190464 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676059, Class: 0.987111, Obj: 0.335572, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.759634, Class: 0.998597, Obj: 0.243912, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825648, Class: 0.987123, Obj: 0.002087, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622664, Class: 0.995376, Obj: 0.158292, No Obj: 0.000089, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697958, Class: 0.995729, Obj: 0.240850, No Obj: 0.000179, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919982, Class: 0.999174, Obj: 0.128273, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822368, Class: 0.997621, Obj: 0.063823, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.657183, Class: 0.952970, Obj: 0.306950, No Obj: 0.000521, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.892227, Class: 0.989706, Obj: 0.078211, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651367, Class: 0.992800, Obj: 0.093244, No Obj: 0.000138, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784994, Class: 0.998359, Obj: 0.089136, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850337, Class: 0.998850, Obj: 0.132372, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.646138, Class: 0.994566, Obj: 0.268865, No Obj: 0.000202, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717123, Class: 0.999629, Obj: 0.110239, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729007, Class: 0.994508, Obj: 0.206049, No Obj: 0.000153, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2977: 0.410656, 0.384771 avg loss, 0.001000 rate, 3.926451 seconds, 190528 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.821420, Class: 0.997471, Obj: 0.582445, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.401822, Class: 0.982992, Obj: 0.000538, No Obj: 0.000079, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646159, Class: 0.997139, Obj: 0.158201, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820855, Class: 0.950695, Obj: 0.001023, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708247, Class: 0.998953, Obj: 0.042811, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.502515, Class: 0.994932, Obj: 0.082071, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870400, Class: 0.998934, Obj: 0.345993, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801632, Class: 0.998098, Obj: 0.148777, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742643, Class: 0.995531, Obj: 0.160308, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756315, Class: 0.997348, Obj: 0.193284, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.626907, Class: 0.996998, Obj: 0.154189, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814963, Class: 0.998973, Obj: 0.337681, No Obj: 0.000271, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.630129, Class: 0.998035, Obj: 0.093726, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811594, Class: 0.995048, Obj: 0.229300, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735691, Class: 0.995151, Obj: 0.070421, No Obj: 0.000068, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2978: 0.329615, 0.379255 avg loss, 0.001000 rate, 3.924105 seconds, 190592 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819681, Class: 0.998921, Obj: 0.039093, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724275, Class: 0.995446, Obj: 0.003871, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.796780, Class: 0.991029, Obj: 0.622880, No Obj: 0.000491, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.709955, Class: 0.994483, Obj: 0.006345, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682770, Class: 0.994132, Obj: 0.141914, No Obj: 0.000131, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.813058, Class: 0.988413, Obj: 0.059211, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776975, Class: 0.999916, Obj: 0.645474, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783813, Class: 0.994797, Obj: 0.029186, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828005, Class: 0.993344, Obj: 0.206121, No Obj: 0.000234, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.747540, Class: 0.995207, Obj: 0.138246, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856790, Class: 0.999487, Obj: 0.835138, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745315, Class: 0.996845, Obj: 0.087072, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815037, Class: 0.995849, Obj: 0.057664, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784564, Class: 0.996728, Obj: 0.299873, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.586477, Class: 0.989617, Obj: 0.003873, No Obj: 0.000036, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.810320, Class: 0.997584, Obj: 0.464740, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.800480, Class: 0.997909, Obj: 0.108757, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.693956, Class: 0.997901, Obj: 0.115496, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2979: 0.414881, 0.382818 avg loss, 0.001000 rate, 3.925841 seconds, 190656 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744247, Class: 0.999545, Obj: 0.021391, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790538, Class: 0.998106, Obj: 0.209492, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743932, Class: 0.992325, Obj: 0.164743, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.748088, Class: 0.996610, Obj: 0.102251, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.679334, Class: 0.987852, Obj: 0.605402, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798881, Class: 0.972984, Obj: 0.001515, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.755883, Class: 0.995890, Obj: 0.240493, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803854, Class: 0.998921, Obj: 0.212495, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816747, Class: 0.999125, Obj: 0.095043, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752573, Class: 0.996217, Obj: 0.147451, No Obj: 0.000134, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.631343, Class: 0.993675, Obj: 0.002009, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.767322, Class: 0.995566, Obj: 0.151532, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.691245, Class: 0.993370, Obj: 0.098366, No Obj: 0.000106, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.858162, Class: 0.998465, Obj: 0.537584, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815001, Class: 0.994336, Obj: 0.051211, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.756499, Class: 0.996999, Obj: 0.128652, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2980: 0.381262, 0.382662 avg loss, 0.001000 rate, 3.922543 seconds, 190720 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575780, Class: 0.998022, Obj: 0.209875, No Obj: 0.000076, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718917, Class: 0.999615, Obj: 0.462059, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826170, Class: 0.998070, Obj: 0.122943, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.909310, Class: 0.997227, Obj: 0.631593, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.586983, Class: 0.962314, Obj: 0.305440, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774549, Class: 0.992890, Obj: 0.542674, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.836457, Class: 0.998521, Obj: 0.227068, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823953, Class: 0.998553, Obj: 0.112993, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772802, Class: 0.998228, Obj: 0.177314, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.585351, Class: 0.995494, Obj: 0.272053, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.623840, Class: 0.996483, Obj: 0.062145, No Obj: 0.000103, .5R: 0.900000, .75R: 0.200000, count: 10 Region 82 Avg IOU: 0.468962, Class: 0.993660, Obj: 0.003214, No Obj: 0.000281, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.674162, Class: 0.992974, Obj: 0.033159, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758043, Class: 0.993882, Obj: 0.167437, No Obj: 0.000078, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912165, Class: 0.991790, Obj: 0.005867, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668457, Class: 0.998507, Obj: 0.072329, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2981: 0.374098, 0.381806 avg loss, 0.001000 rate, 3.914056 seconds, 190784 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825377, Class: 0.998445, Obj: 0.031822, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782195, Class: 0.992847, Obj: 0.018173, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804557, Class: 0.997924, Obj: 0.239659, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671528, Class: 0.995211, Obj: 0.124722, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.775092, Class: 0.984138, Obj: 0.111495, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.770522, Class: 0.993945, Obj: 0.565574, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731824, Class: 0.998500, Obj: 0.124698, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879882, Class: 0.996926, Obj: 0.533429, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705690, Class: 0.999873, Obj: 0.114495, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.689567, Class: 0.992115, Obj: 0.159503, No Obj: 0.000283, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.854551, Class: 0.998672, Obj: 0.806154, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753826, Class: 0.992524, Obj: 0.020640, No Obj: 0.000040, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.666947, Class: 0.981468, Obj: 0.176149, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.544130, Class: 0.910111, Obj: 0.000439, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701049, Class: 0.998746, Obj: 0.288199, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.753066, Class: 0.989497, Obj: 0.284204, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700194, Class: 0.987167, Obj: 0.067030, No Obj: 0.000062, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541526, Class: 0.994168, Obj: 0.010248, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821111, Class: 0.993015, Obj: 0.086894, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2982: 0.334581, 0.377083 avg loss, 0.001000 rate, 3.918118 seconds, 190848 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818481, Class: 0.997218, Obj: 0.153189, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821093, Class: 0.999538, Obj: 0.166801, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856836, Class: 0.996850, Obj: 0.419293, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.804343, Class: 0.996588, Obj: 0.258653, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.681377, Class: 0.998938, Obj: 0.565082, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808982, Class: 0.996082, Obj: 0.540947, No Obj: 0.000509, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.705516, Class: 0.990807, Obj: 0.055611, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.861860, Class: 0.993766, Obj: 0.178528, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.844061, Class: 0.998989, Obj: 0.692836, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792521, Class: 0.997407, Obj: 0.022253, No Obj: 0.000058, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820809, Class: 0.997580, Obj: 0.286207, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703197, Class: 0.994458, Obj: 0.067444, No Obj: 0.000089, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759611, Class: 0.999176, Obj: 0.021994, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737018, Class: 0.976230, Obj: 0.376998, No Obj: 0.000163, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.602358, Class: 0.995796, Obj: 0.030504, No Obj: 0.000078, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.789676, Class: 0.987692, Obj: 0.069258, No Obj: 0.000391, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.844925, Class: 0.987894, Obj: 0.342842, No Obj: 0.000714, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.778004, Class: 0.994485, Obj: 0.099423, No Obj: 0.000081, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2983: 0.425740, 0.381949 avg loss, 0.001000 rate, 3.921634 seconds, 190912 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543475, Class: 0.997073, Obj: 0.133901, No Obj: 0.000069, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.753781, Class: 0.919061, Obj: 0.508052, No Obj: 0.000498, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.812264, Class: 0.999835, Obj: 0.872491, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654369, Class: 0.996091, Obj: 0.016566, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.632822, Class: 0.989141, Obj: 0.009330, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785810, Class: 0.998918, Obj: 0.176584, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.760509, Class: 0.997396, Obj: 0.615006, No Obj: 0.000546, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783099, Class: 0.990407, Obj: 0.308283, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761110, Class: 0.997068, Obj: 0.233762, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727854, Class: 0.999321, Obj: 0.087355, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.592574, Class: 0.994420, Obj: 0.615415, No Obj: 0.000297, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.841316, Class: 0.999126, Obj: 0.745126, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730088, Class: 0.995344, Obj: 0.119204, No Obj: 0.000105, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.811680, Class: 0.996529, Obj: 0.866251, No Obj: 0.000484, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.931963, Class: 0.997804, Obj: 0.551041, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668100, Class: 0.973663, Obj: 0.152921, No Obj: 0.000072, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674790, Class: 0.996543, Obj: 0.594778, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767672, Class: 0.995790, Obj: 0.099744, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2984: 0.420972, 0.385851 avg loss, 0.001000 rate, 3.930862 seconds, 190976 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922227, Class: 0.998959, Obj: 0.029822, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.558184, Class: 0.994903, Obj: 0.000263, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.751202, Class: 0.988266, Obj: 0.015189, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832098, Class: 0.999913, Obj: 0.407650, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696893, Class: 0.995855, Obj: 0.175486, No Obj: 0.000132, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843588, Class: 0.997871, Obj: 0.376934, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.666183, Class: 0.995475, Obj: 0.078694, No Obj: 0.000105, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701582, Class: 0.996293, Obj: 0.113962, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.793992, Class: 0.970561, Obj: 0.370064, No Obj: 0.000432, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.687320, Class: 0.970728, Obj: 0.004199, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666322, Class: 0.997521, Obj: 0.015082, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721816, Class: 0.996769, Obj: 0.063340, No Obj: 0.000090, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756575, Class: 0.990156, Obj: 0.199325, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.763943, Class: 0.998317, Obj: 0.101078, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752219, Class: 0.999272, Obj: 0.141850, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671232, Class: 0.992889, Obj: 0.013628, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2985: 0.479932, 0.395259 avg loss, 0.001000 rate, 3.921959 seconds, 191040 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.906205, Class: 0.998655, Obj: 0.176880, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858025, Class: 0.999412, Obj: 0.945820, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760660, Class: 0.993401, Obj: 0.027860, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.730150, Class: 0.995752, Obj: 0.429055, No Obj: 0.000541, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.792656, Class: 0.993183, Obj: 0.404403, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.822409, Class: 0.994253, Obj: 0.143089, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.886907, Class: 0.988872, Obj: 0.959691, No Obj: 0.000468, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627606, Class: 0.998082, Obj: 0.160607, No Obj: 0.000094, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.772937, Class: 0.988777, Obj: 0.088891, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883616, Class: 0.994532, Obj: 0.485631, No Obj: 0.000392, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727467, Class: 0.995894, Obj: 0.237012, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772273, Class: 0.998254, Obj: 0.858899, No Obj: 0.000285, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.843014, Class: 0.996319, Obj: 0.281297, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847331, Class: 0.999527, Obj: 0.475773, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814439, Class: 0.997827, Obj: 0.277523, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.800691, Class: 0.995949, Obj: 0.249178, No Obj: 0.000729, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.742110, Class: 0.999756, Obj: 0.656519, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.701232, Class: 0.997528, Obj: 0.138974, No Obj: 0.000142, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2986: 0.291495, 0.384883 avg loss, 0.001000 rate, 3.928582 seconds, 191104 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743527, Class: 0.999579, Obj: 0.106433, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.853683, Class: 0.999204, Obj: 0.115154, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794356, Class: 0.997334, Obj: 0.273735, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697566, Class: 0.999510, Obj: 0.865911, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.819912, Class: 0.997655, Obj: 0.188201, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848488, Class: 0.998080, Obj: 0.356381, No Obj: 0.000229, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729461, Class: 0.996003, Obj: 0.193994, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707585, Class: 0.994907, Obj: 0.165502, No Obj: 0.000157, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.782964, Class: 0.996450, Obj: 0.634788, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670287, Class: 0.997186, Obj: 0.186873, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874059, Class: 0.994403, Obj: 0.204000, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815553, Class: 0.995872, Obj: 0.183471, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2987: 0.311759, 0.377571 avg loss, 0.001000 rate, 3.939111 seconds, 191168 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796494, Class: 0.994413, Obj: 0.339628, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702943, Class: 0.995691, Obj: 0.188688, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792032, Class: 0.999529, Obj: 0.287250, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775700, Class: 0.997645, Obj: 0.092978, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.777248, Class: 0.996364, Obj: 0.194751, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.700125, Class: 0.998258, Obj: 0.177933, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.867805, Class: 0.996418, Obj: 0.426518, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789470, Class: 0.995688, Obj: 0.194477, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797729, Class: 0.995620, Obj: 0.136245, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751501, Class: 0.978717, Obj: 0.022887, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763109, Class: 0.998289, Obj: 0.270611, No Obj: 0.000149, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895243, Class: 0.999251, Obj: 0.808837, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713799, Class: 0.997813, Obj: 0.191279, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.650692, Class: 0.981502, Obj: 0.321707, No Obj: 0.000228, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.642809, Class: 0.998812, Obj: 0.388664, No Obj: 0.000186, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621392, Class: 0.993715, Obj: 0.031810, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2988: 0.373310, 0.377145 avg loss, 0.001000 rate, 3.927384 seconds, 191232 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781484, Class: 0.998515, Obj: 0.501189, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684993, Class: 0.997064, Obj: 0.222152, No Obj: 0.000176, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784381, Class: 0.997175, Obj: 0.157869, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815988, Class: 0.995402, Obj: 0.104169, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868126, Class: 0.999522, Obj: 0.569558, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845377, Class: 0.997451, Obj: 0.329948, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804859, Class: 0.998934, Obj: 0.029579, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677546, Class: 0.993353, Obj: 0.008995, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627763, Class: 0.999594, Obj: 0.031798, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793303, Class: 0.997148, Obj: 0.172589, No Obj: 0.000181, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.805000, Class: 0.998852, Obj: 0.788697, No Obj: 0.000384, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.891631, Class: 0.999243, Obj: 0.591743, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792228, Class: 0.997460, Obj: 0.088510, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805949, Class: 0.990197, Obj: 0.859855, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792292, Class: 0.995458, Obj: 0.223303, No Obj: 0.000154, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817155, Class: 0.992376, Obj: 0.069978, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605527, Class: 0.996121, Obj: 0.138450, No Obj: 0.000146, .5R: 0.714286, .75R: 0.285714, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2989: 0.435619, 0.382992 avg loss, 0.001000 rate, 3.926227 seconds, 191296 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891085, Class: 0.999748, Obj: 0.869948, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827105, Class: 0.995782, Obj: 0.260653, No Obj: 0.000122, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749653, Class: 0.997175, Obj: 0.278703, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.829824, Class: 0.997194, Obj: 0.218186, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.897270, Class: 0.998324, Obj: 0.955247, No Obj: 0.000438, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.737469, Class: 0.977750, Obj: 0.003592, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.750404, Class: 0.989480, Obj: 0.133933, No Obj: 0.000190, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777414, Class: 0.998942, Obj: 0.352442, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724324, Class: 0.993240, Obj: 0.249172, No Obj: 0.000145, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766498, Class: 0.997135, Obj: 0.318289, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.930197, Class: 0.991875, Obj: 0.109251, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658116, Class: 0.998733, Obj: 0.536730, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745868, Class: 0.995939, Obj: 0.369763, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866038, Class: 0.999596, Obj: 0.903719, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715379, Class: 0.995741, Obj: 0.079635, No Obj: 0.000117, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2990: 0.365571, 0.381250 avg loss, 0.001000 rate, 3.926310 seconds, 191360 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790524, Class: 0.995737, Obj: 0.350836, No Obj: 0.000128, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801792, Class: 0.997502, Obj: 0.240230, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.336144, Class: 0.995874, Obj: 0.219201, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798559, Class: 0.999016, Obj: 0.842534, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808482, Class: 0.997226, Obj: 0.461162, No Obj: 0.000162, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862118, Class: 0.999239, Obj: 0.459793, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798694, Class: 0.995150, Obj: 0.047378, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897465, Class: 0.997788, Obj: 0.264080, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712303, Class: 0.994854, Obj: 0.133596, No Obj: 0.000118, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687967, Class: 0.999400, Obj: 0.032922, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804354, Class: 0.994456, Obj: 0.120303, No Obj: 0.000055, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914402, Class: 0.994193, Obj: 0.176868, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737582, Class: 0.997698, Obj: 0.251897, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704086, Class: 0.996557, Obj: 0.314307, No Obj: 0.000083, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2991: 0.285020, 0.371627 avg loss, 0.001000 rate, 3.924941 seconds, 191424 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689657, Class: 0.997129, Obj: 0.098293, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.964006, Class: 0.999609, Obj: 0.894760, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649013, Class: 0.992570, Obj: 0.005379, No Obj: 0.000034, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742469, Class: 0.996993, Obj: 0.020451, No Obj: 0.000013, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747133, Class: 0.991975, Obj: 0.155490, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.771760, Class: 0.996107, Obj: 0.298137, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.914428, Class: 0.999021, Obj: 0.561761, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824752, Class: 0.997913, Obj: 0.156158, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716878, Class: 0.995536, Obj: 0.087860, No Obj: 0.000094, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798707, Class: 0.996803, Obj: 0.016509, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673116, Class: 0.995284, Obj: 0.177572, No Obj: 0.000147, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701224, Class: 0.994140, Obj: 0.126765, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796327, Class: 0.993505, Obj: 0.103583, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752929, Class: 0.997296, Obj: 0.244156, No Obj: 0.000166, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2992: 0.428918, 0.377356 avg loss, 0.001000 rate, 3.926682 seconds, 191488 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637360, Class: 0.995650, Obj: 0.143349, No Obj: 0.000057, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865298, Class: 0.991987, Obj: 0.009329, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787742, Class: 0.996171, Obj: 0.190555, No Obj: 0.000151, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835886, Class: 0.998001, Obj: 0.435351, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737491, Class: 0.994094, Obj: 0.105046, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701435, Class: 0.994664, Obj: 0.138952, No Obj: 0.000094, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790594, Class: 0.997986, Obj: 0.487914, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.759489, Class: 0.995721, Obj: 0.192874, No Obj: 0.000231, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755791, Class: 0.992587, Obj: 0.237954, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854804, Class: 0.997867, Obj: 0.251246, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812612, Class: 0.994512, Obj: 0.249868, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801596, Class: 0.996692, Obj: 0.003720, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708270, Class: 0.996098, Obj: 0.142274, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2993: 0.451466, 0.384767 avg loss, 0.001000 rate, 3.926959 seconds, 191552 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624706, Class: 0.999849, Obj: 0.080170, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.629800, Class: 0.978402, Obj: 0.031046, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870774, Class: 0.999918, Obj: 0.404344, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653556, Class: 0.994478, Obj: 0.096521, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681919, Class: 0.997541, Obj: 0.547033, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.635953, Class: 0.990653, Obj: 0.627059, No Obj: 0.000870, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.819034, Class: 0.988895, Obj: 0.515952, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679765, Class: 0.991606, Obj: 0.094943, No Obj: 0.000049, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759146, Class: 0.994583, Obj: 0.327319, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812285, Class: 0.996809, Obj: 0.260742, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765539, Class: 0.995673, Obj: 0.023057, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838290, Class: 0.998490, Obj: 0.223317, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736655, Class: 0.997974, Obj: 0.105617, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738703, Class: 0.990167, Obj: 0.009421, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787004, Class: 0.998937, Obj: 0.064739, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2994: 0.288979, 0.375188 avg loss, 0.001000 rate, 3.919316 seconds, 191616 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830823, Class: 0.998864, Obj: 0.059838, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773568, Class: 0.995733, Obj: 0.224925, No Obj: 0.000161, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758948, Class: 0.994598, Obj: 0.157531, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660208, Class: 0.995505, Obj: 0.128530, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.680778, Class: 0.997982, Obj: 0.491620, No Obj: 0.000670, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.792759, Class: 0.997044, Obj: 0.485233, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694138, Class: 0.998402, Obj: 0.239130, No Obj: 0.000144, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783421, Class: 0.999003, Obj: 0.068727, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816849, Class: 0.997962, Obj: 0.391192, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771133, Class: 0.994772, Obj: 0.344357, No Obj: 0.000165, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.696479, Class: 0.992419, Obj: 0.811696, No Obj: 0.000319, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.755548, Class: 0.999414, Obj: 0.532711, No Obj: 0.000196, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.538651, Class: 0.990121, Obj: 0.154647, No Obj: 0.000094, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.610492, Class: 0.976915, Obj: 0.915242, No Obj: 0.000501, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709591, Class: 0.997924, Obj: 0.898853, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2995: 0.401252, 0.377795 avg loss, 0.001000 rate, 3.927912 seconds, 191680 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702224, Class: 0.998893, Obj: 0.141823, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.803210, Class: 0.994490, Obj: 0.228079, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826627, Class: 0.997433, Obj: 0.268914, No Obj: 0.000148, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837016, Class: 0.990333, Obj: 0.441318, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.811080, Class: 0.986262, Obj: 0.041947, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683129, Class: 0.999021, Obj: 0.608969, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723066, Class: 0.998032, Obj: 0.224694, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.959051, Class: 0.999711, Obj: 0.514214, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859609, Class: 0.993997, Obj: 0.342604, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.803359, Class: 0.991107, Obj: 0.072061, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.808559, Class: 0.998868, Obj: 0.347244, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.742497, Class: 0.992723, Obj: 0.229908, No Obj: 0.000227, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2996: 0.297082, 0.369723 avg loss, 0.001000 rate, 3.928309 seconds, 191744 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749573, Class: 0.995781, Obj: 0.189797, No Obj: 0.000258, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.748465, Class: 0.998960, Obj: 0.140221, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894399, Class: 0.999460, Obj: 0.522050, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693018, Class: 0.994325, Obj: 0.198513, No Obj: 0.000120, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914369, Class: 0.999041, Obj: 0.068156, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863980, Class: 0.998579, Obj: 0.098391, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663789, Class: 0.993255, Obj: 0.222928, No Obj: 0.000110, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737219, Class: 0.944971, Obj: 0.238541, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773353, Class: 0.996746, Obj: 0.533540, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762671, Class: 0.996025, Obj: 0.135197, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000444, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761464, Class: 0.995695, Obj: 0.297482, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802680, Class: 0.999485, Obj: 0.216893, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807621, Class: 0.999715, Obj: 0.242591, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796990, Class: 0.996909, Obj: 0.453870, No Obj: 0.000250, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2997: 0.372177, 0.369969 avg loss, 0.001000 rate, 3.921456 seconds, 191808 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774307, Class: 0.999943, Obj: 0.860748, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621454, Class: 0.994790, Obj: 0.375746, No Obj: 0.000143, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831955, Class: 0.996500, Obj: 0.608201, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.636938, Class: 0.996356, Obj: 0.169377, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782727, Class: 0.999846, Obj: 0.655009, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.781088, Class: 0.997075, Obj: 0.418289, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674700, Class: 0.997412, Obj: 0.001836, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699087, Class: 0.994076, Obj: 0.158226, No Obj: 0.000189, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773145, Class: 0.997993, Obj: 0.338712, No Obj: 0.000227, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.716338, Class: 0.994058, Obj: 0.115501, No Obj: 0.000122, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750068, Class: 0.993791, Obj: 0.356492, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738648, Class: 0.995479, Obj: 0.308840, No Obj: 0.000185, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.874088, Class: 0.995429, Obj: 0.273685, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863439, Class: 0.999873, Obj: 0.197656, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669002, Class: 0.995332, Obj: 0.223542, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2998: 0.434196, 0.376392 avg loss, 0.001000 rate, 3.927832 seconds, 191872 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475562, Class: 0.992547, Obj: 0.167119, No Obj: 0.000070, .5R: 0.333333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727086, Class: 0.996912, Obj: 0.223879, No Obj: 0.000107, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741409, Class: 0.996671, Obj: 0.305718, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.867064, Class: 0.991707, Obj: 0.467269, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.896633, Class: 0.998864, Obj: 0.047262, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834100, Class: 0.995483, Obj: 0.145740, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.716155, Class: 0.994613, Obj: 0.410391, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668047, Class: 0.993598, Obj: 0.035994, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709605, Class: 0.993908, Obj: 0.234625, No Obj: 0.000133, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646495, Class: 0.955611, Obj: 0.003926, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.778541, Class: 0.995473, Obj: 0.000164, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 2999: 0.335030, 0.372255 avg loss, 0.001000 rate, 3.922881 seconds, 191936 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695945, Class: 0.995742, Obj: 0.189569, No Obj: 0.000055, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893568, Class: 0.997790, Obj: 0.654744, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748284, Class: 0.996989, Obj: 0.001517, No Obj: 0.000010, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711677, Class: 0.999913, Obj: 0.647012, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647518, Class: 0.996702, Obj: 0.230252, No Obj: 0.000130, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869555, Class: 0.999850, Obj: 0.816100, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.813335, Class: 0.998678, Obj: 0.045092, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826512, Class: 0.997510, Obj: 0.379411, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685902, Class: 0.997161, Obj: 0.131700, No Obj: 0.000132, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640148, Class: 0.997112, Obj: 0.379261, No Obj: 0.000112, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.829233, Class: 0.994773, Obj: 0.116641, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782088, Class: 0.996897, Obj: 0.192653, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811339, Class: 0.997954, Obj: 0.013132, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3000: 0.276156, 0.362645 avg loss, 0.001000 rate, 3.913359 seconds, 192000 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835583, Class: 0.990939, Obj: 0.004891, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682394, Class: 0.993454, Obj: 0.078535, No Obj: 0.000061, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789499, Class: 0.998776, Obj: 0.285397, No Obj: 0.000218, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.640705, Class: 0.996922, Obj: 0.160770, No Obj: 0.000092, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.826197, Class: 0.982392, Obj: 0.491434, No Obj: 0.000490, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778807, Class: 0.996522, Obj: 0.007332, No Obj: 0.000039, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822348, Class: 0.996535, Obj: 0.243596, No Obj: 0.000121, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662869, Class: 0.999368, Obj: 0.171857, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760586, Class: 0.997721, Obj: 0.254224, No Obj: 0.000117, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.582416, Class: 0.997214, Obj: 0.890322, No Obj: 0.000335, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844188, Class: 0.998990, Obj: 0.396248, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.834571, Class: 0.999018, Obj: 0.167715, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816033, Class: 0.999711, Obj: 0.485801, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.882306, Class: 0.992485, Obj: 0.054109, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3001: 0.388882, 0.365269 avg loss, 0.001000 rate, 3.743613 seconds, 192064 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809272, Class: 0.994135, Obj: 0.219382, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693304, Class: 0.993707, Obj: 0.130361, No Obj: 0.000064, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806822, Class: 0.993289, Obj: 0.431484, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794212, Class: 0.997665, Obj: 0.088102, No Obj: 0.000118, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810123, Class: 0.999110, Obj: 0.567583, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797421, Class: 0.998120, Obj: 0.403057, No Obj: 0.000095, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716047, Class: 0.999214, Obj: 0.302524, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676516, Class: 0.997514, Obj: 0.176269, No Obj: 0.000110, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731542, Class: 0.996787, Obj: 0.130693, No Obj: 0.000100, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922597, Class: 0.999976, Obj: 0.882790, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784606, Class: 0.987715, Obj: 0.295006, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.540592, Class: 0.989303, Obj: 0.000315, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726442, Class: 0.997386, Obj: 0.070936, No Obj: 0.000100, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3002: 0.417852, 0.370527 avg loss, 0.001000 rate, 3.924052 seconds, 192128 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810020, Class: 0.999885, Obj: 0.816468, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830525, Class: 0.996949, Obj: 0.549259, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697028, Class: 0.996942, Obj: 0.175142, No Obj: 0.000033, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.689143, Class: 0.998047, Obj: 0.288014, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756970, Class: 0.998852, Obj: 0.380363, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821081, Class: 0.999074, Obj: 0.414049, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776090, Class: 0.996586, Obj: 0.146735, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731481, Class: 0.997221, Obj: 0.133387, No Obj: 0.000098, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.730383, Class: 0.993160, Obj: 0.045408, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857287, Class: 0.997261, Obj: 0.012772, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800511, Class: 0.999355, Obj: 0.040871, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716287, Class: 0.991867, Obj: 0.032003, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727469, Class: 0.997163, Obj: 0.311984, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3003: 0.259908, 0.359465 avg loss, 0.001000 rate, 3.902465 seconds, 192192 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.883393, Class: 0.997091, Obj: 0.126672, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830768, Class: 0.996656, Obj: 0.174087, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715181, Class: 0.995533, Obj: 0.188559, No Obj: 0.000185, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639275, Class: 0.994361, Obj: 0.351699, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.455927, Class: 0.996386, Obj: 0.039727, No Obj: 0.000066, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809173, Class: 0.999145, Obj: 0.417374, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751371, Class: 0.996940, Obj: 0.260740, No Obj: 0.000151, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861659, Class: 0.996700, Obj: 0.048080, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698590, Class: 0.997425, Obj: 0.226819, No Obj: 0.000074, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749874, Class: 0.996582, Obj: 0.387553, No Obj: 0.000340, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.603836, Class: 0.996782, Obj: 0.086852, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697000, Class: 0.998527, Obj: 0.099281, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3004: 0.509887, 0.374508 avg loss, 0.001000 rate, 3.903344 seconds, 192256 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732638, Class: 0.995181, Obj: 0.005332, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769072, Class: 0.992844, Obj: 0.028519, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819763, Class: 0.999810, Obj: 0.726843, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733975, Class: 0.998962, Obj: 0.397538, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786057, Class: 0.995187, Obj: 0.647855, No Obj: 0.000281, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782079, Class: 0.997246, Obj: 0.031436, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.812139, Class: 0.994704, Obj: 0.443380, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675878, Class: 0.991993, Obj: 0.303797, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730376, Class: 0.996502, Obj: 0.065500, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827558, Class: 0.997700, Obj: 0.661126, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791152, Class: 0.997937, Obj: 0.197256, No Obj: 0.000100, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825043, Class: 0.998391, Obj: 0.469126, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684190, Class: 0.994370, Obj: 0.060399, No Obj: 0.000120, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795903, Class: 0.998352, Obj: 0.432615, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782237, Class: 0.987676, Obj: 0.089445, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3005: 0.355318, 0.372589 avg loss, 0.001000 rate, 3.920533 seconds, 192320 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.640170, Class: 0.955855, Obj: 0.018244, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809143, Class: 0.999788, Obj: 0.253703, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764162, Class: 0.996625, Obj: 0.317550, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.754604, Class: 0.996467, Obj: 0.160171, No Obj: 0.000331, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.651122, Class: 0.989546, Obj: 0.023304, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786369, Class: 0.996801, Obj: 0.047908, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865192, Class: 0.997702, Obj: 0.410181, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.693291, Class: 0.996375, Obj: 0.075954, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742463, Class: 0.999516, Obj: 0.281958, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727178, Class: 0.994155, Obj: 0.042684, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643534, Class: 0.998030, Obj: 0.198049, No Obj: 0.000097, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715009, Class: 0.988906, Obj: 0.099163, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718088, Class: 0.990640, Obj: 0.282146, No Obj: 0.000143, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808073, Class: 0.997327, Obj: 0.276130, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767218, Class: 0.999822, Obj: 0.354055, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586795, Class: 0.998827, Obj: 0.428782, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3006: 0.337495, 0.369079 avg loss, 0.001000 rate, 3.922897 seconds, 192384 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783399, Class: 0.999753, Obj: 0.470647, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846737, Class: 0.993932, Obj: 0.725897, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790562, Class: 0.997902, Obj: 0.278932, No Obj: 0.000121, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689592, Class: 0.987269, Obj: 0.000824, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726104, Class: 0.996674, Obj: 0.093823, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760978, Class: 0.996289, Obj: 0.141207, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780523, Class: 0.987401, Obj: 0.117715, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.830799, Class: 0.998192, Obj: 0.317460, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804384, Class: 0.999004, Obj: 0.771569, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.626608, Class: 0.985718, Obj: 0.142070, No Obj: 0.000141, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819409, Class: 0.999198, Obj: 0.100270, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923497, Class: 0.989220, Obj: 0.221920, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819520, Class: 0.996681, Obj: 0.182225, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3007: 0.300603, 0.362232 avg loss, 0.001000 rate, 3.910624 seconds, 192448 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683101, Class: 0.998065, Obj: 0.138247, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728579, Class: 0.995783, Obj: 0.097895, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.707584, Class: 0.996813, Obj: 0.149992, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678609, Class: 0.993617, Obj: 0.001437, No Obj: 0.000006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761043, Class: 0.997542, Obj: 0.101936, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.779145, Class: 0.991358, Obj: 0.020074, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670528, Class: 0.999220, Obj: 0.039944, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.763086, Class: 0.997512, Obj: 0.072499, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.891630, Class: 0.999421, Obj: 0.114955, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793693, Class: 0.997887, Obj: 0.276604, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836843, Class: 0.998577, Obj: 0.507251, No Obj: 0.000444, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.617157, Class: 0.997029, Obj: 0.194147, No Obj: 0.000095, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831891, Class: 0.999718, Obj: 0.895193, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691265, Class: 0.990461, Obj: 0.131287, No Obj: 0.000102, .5R: 0.714286, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698814, Class: 0.994537, Obj: 0.084643, No Obj: 0.000087, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3008: 0.383342, 0.364343 avg loss, 0.001000 rate, 3.920277 seconds, 192512 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687389, Class: 0.994670, Obj: 0.094054, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795357, Class: 0.997929, Obj: 0.110124, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797174, Class: 0.997313, Obj: 0.204173, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.809680, Class: 0.999026, Obj: 0.060100, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732943, Class: 0.998519, Obj: 0.221911, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.733212, Class: 0.984427, Obj: 0.065443, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759398, Class: 0.989905, Obj: 0.097194, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686375, Class: 0.993327, Obj: 0.028822, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794463, Class: 0.997925, Obj: 0.050801, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762041, Class: 0.998750, Obj: 0.284586, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683681, Class: 0.996767, Obj: 0.233629, No Obj: 0.000177, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714468, Class: 0.999421, Obj: 0.620500, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844235, Class: 0.998490, Obj: 0.293489, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3009: 0.269312, 0.354840 avg loss, 0.001000 rate, 3.906728 seconds, 192576 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.866320, Class: 0.998163, Obj: 0.326297, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816603, Class: 0.998190, Obj: 0.126365, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721421, Class: 0.995721, Obj: 0.153763, No Obj: 0.000159, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898853, Class: 0.999793, Obj: 0.731604, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627788, Class: 0.999554, Obj: 0.411029, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864851, Class: 0.998275, Obj: 0.309544, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715235, Class: 0.989512, Obj: 0.148124, No Obj: 0.000119, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780643, Class: 0.996705, Obj: 0.211016, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709425, Class: 0.991815, Obj: 0.078647, No Obj: 0.000071, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792525, Class: 0.995262, Obj: 0.337253, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737711, Class: 0.999126, Obj: 0.259743, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3010: 0.360803, 0.355436 avg loss, 0.001000 rate, 3.907332 seconds, 192640 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829027, Class: 0.998957, Obj: 0.503589, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747056, Class: 0.997422, Obj: 0.038617, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.858407, Class: 0.990480, Obj: 0.256330, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862620, Class: 0.999464, Obj: 0.696637, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.697040, Class: 0.992945, Obj: 0.088632, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782873, Class: 0.998371, Obj: 0.556641, No Obj: 0.000334, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732828, Class: 0.999184, Obj: 0.404783, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.924177, Class: 0.999257, Obj: 0.821713, No Obj: 0.000356, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.889181, Class: 0.998843, Obj: 0.642689, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694027, Class: 0.996349, Obj: 0.144923, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844528, Class: 0.993923, Obj: 0.282267, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758716, Class: 0.993851, Obj: 0.184827, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654112, Class: 0.995978, Obj: 0.242027, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709334, Class: 0.995698, Obj: 0.197872, No Obj: 0.000117, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842051, Class: 0.999427, Obj: 0.804299, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.549451, Class: 0.995279, Obj: 0.120939, No Obj: 0.000081, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3011: 0.345583, 0.354451 avg loss, 0.001000 rate, 3.926292 seconds, 192704 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707729, Class: 0.993095, Obj: 0.022518, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840499, Class: 0.979401, Obj: 0.010589, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.747371, Class: 0.993561, Obj: 0.111577, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.603700, Class: 0.983626, Obj: 0.007116, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.732137, Class: 0.997000, Obj: 0.398851, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.554028, Class: 0.979773, Obj: 0.159135, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731080, Class: 0.994730, Obj: 0.218036, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857896, Class: 0.997183, Obj: 0.138375, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842828, Class: 0.996050, Obj: 0.258034, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707677, Class: 0.994777, Obj: 0.108429, No Obj: 0.000125, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769051, Class: 0.998211, Obj: 0.231310, No Obj: 0.000111, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3012: 0.318201, 0.350826 avg loss, 0.001000 rate, 3.913060 seconds, 192768 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.449382, Class: 0.997466, Obj: 0.064288, No Obj: 0.000028, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735329, Class: 0.997774, Obj: 0.236054, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747099, Class: 0.995507, Obj: 0.569262, No Obj: 0.000294, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.801907, Class: 0.999114, Obj: 0.132818, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759820, Class: 0.991992, Obj: 0.229704, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.745306, Class: 0.998107, Obj: 0.182800, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.530376, Class: 0.968020, Obj: 0.134504, No Obj: 0.000325, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673537, Class: 0.994600, Obj: 0.094524, No Obj: 0.000097, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906333, Class: 0.991334, Obj: 0.001588, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651724, Class: 0.990239, Obj: 0.169293, No Obj: 0.000061, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889283, Class: 0.999829, Obj: 0.941592, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797843, Class: 0.997503, Obj: 0.067148, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816238, Class: 0.998883, Obj: 0.837236, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782312, Class: 0.996200, Obj: 0.147169, No Obj: 0.000166, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724483, Class: 0.998129, Obj: 0.237207, No Obj: 0.000087, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3013: 0.375820, 0.353325 avg loss, 0.001000 rate, 3.899575 seconds, 192832 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799839, Class: 0.996208, Obj: 0.368639, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.827768, Class: 0.991838, Obj: 0.313355, No Obj: 0.000155, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.878951, Class: 0.996263, Obj: 0.016364, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533077, Class: 0.985361, Obj: 0.025778, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748195, Class: 0.969154, Obj: 0.001651, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760907, Class: 0.996005, Obj: 0.172758, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735173, Class: 0.999797, Obj: 0.001773, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639247, Class: 0.993739, Obj: 0.153907, No Obj: 0.000126, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.873735, Class: 0.998006, Obj: 0.178494, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.912942, Class: 0.999753, Obj: 0.115820, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729971, Class: 0.991982, Obj: 0.093993, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917402, Class: 0.998585, Obj: 0.198992, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792475, Class: 0.999024, Obj: 0.151191, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779818, Class: 0.977978, Obj: 0.011346, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770599, Class: 0.993857, Obj: 0.254415, No Obj: 0.000095, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741023, Class: 0.997660, Obj: 0.454780, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749286, Class: 0.991850, Obj: 0.188405, No Obj: 0.000128, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3014: 0.389325, 0.356925 avg loss, 0.001000 rate, 3.922324 seconds, 192896 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834957, Class: 0.994868, Obj: 0.640717, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651383, Class: 0.996174, Obj: 0.036267, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.874518, Class: 0.976160, Obj: 0.191130, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.903897, Class: 0.987502, Obj: 0.111935, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702692, Class: 0.993450, Obj: 0.126953, No Obj: 0.000174, .5R: 0.833333, .75R: 0.666667, count: 12 Region 82 Avg IOU: 0.840015, Class: 0.982501, Obj: 0.652936, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.738979, Class: 0.981797, Obj: 0.126411, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750011, Class: 0.998563, Obj: 0.526838, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.700450, Class: 0.980976, Obj: 0.208894, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.854817, Class: 0.999525, Obj: 0.419000, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.808998, Class: 0.998918, Obj: 0.085937, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.599260, Class: 0.995385, Obj: 0.022370, No Obj: 0.000050, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697371, Class: 0.991308, Obj: 0.029280, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.639275, Class: 0.994500, Obj: 0.353637, No Obj: 0.000123, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.687173, Class: 0.970513, Obj: 0.235578, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722959, Class: 0.993395, Obj: 0.119555, No Obj: 0.000168, .5R: 0.916667, .75R: 0.583333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679047, Class: 0.995629, Obj: 0.482544, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3015: 0.483577, 0.369590 avg loss, 0.001000 rate, 3.926776 seconds, 192960 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.676847, Class: 0.999237, Obj: 0.840649, No Obj: 0.000304, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.762301, Class: 0.999706, Obj: 0.193879, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802740, Class: 0.996335, Obj: 0.204913, No Obj: 0.000180, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780201, Class: 0.998573, Obj: 0.440065, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784884, Class: 0.995370, Obj: 0.172647, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.720240, Class: 0.998840, Obj: 0.239306, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748877, Class: 0.999553, Obj: 0.057677, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797829, Class: 0.990721, Obj: 0.021651, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762707, Class: 0.999670, Obj: 0.303133, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831008, Class: 0.997966, Obj: 0.312257, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750522, Class: 0.999772, Obj: 0.582869, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717550, Class: 0.998245, Obj: 0.281835, No Obj: 0.000181, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813934, Class: 0.995965, Obj: 0.046649, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855921, Class: 0.992258, Obj: 0.292807, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694513, Class: 0.999914, Obj: 0.172389, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731564, Class: 0.990042, Obj: 0.102044, No Obj: 0.000159, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3016: 0.299643, 0.362595 avg loss, 0.001000 rate, 3.928620 seconds, 193024 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825226, Class: 0.998241, Obj: 0.609319, No Obj: 0.000275, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798414, Class: 0.994443, Obj: 0.245626, No Obj: 0.000156, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846994, Class: 0.995144, Obj: 0.558917, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717007, Class: 0.986936, Obj: 0.000329, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673077, Class: 0.994754, Obj: 0.191188, No Obj: 0.000177, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660362, Class: 0.993245, Obj: 0.036837, No Obj: 0.000068, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766785, Class: 0.983517, Obj: 0.003071, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763452, Class: 0.993497, Obj: 0.123743, No Obj: 0.000152, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819026, Class: 0.998312, Obj: 0.040828, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877781, Class: 0.997677, Obj: 0.573217, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.714987, Class: 0.995054, Obj: 0.233905, No Obj: 0.000225, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792125, Class: 0.994031, Obj: 0.274616, No Obj: 0.000219, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3017: 0.463444, 0.372680 avg loss, 0.001000 rate, 3.924997 seconds, 193088 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.567833, Class: 0.996376, Obj: 0.058954, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.625686, Class: 0.994733, Obj: 0.398061, No Obj: 0.000173, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756949, Class: 0.997388, Obj: 0.403279, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866961, Class: 0.999892, Obj: 0.607486, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737232, Class: 0.994479, Obj: 0.186585, No Obj: 0.000163, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841810, Class: 0.999844, Obj: 0.009220, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799306, Class: 0.994345, Obj: 0.177010, No Obj: 0.000228, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558636, Class: 0.988593, Obj: 0.212981, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764096, Class: 0.995346, Obj: 0.256839, No Obj: 0.000361, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.697467, Class: 0.994440, Obj: 0.073088, No Obj: 0.000122, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781807, Class: 0.999190, Obj: 0.732131, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635525, Class: 0.995304, Obj: 0.104530, No Obj: 0.000125, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.633456, Class: 0.993316, Obj: 0.008322, No Obj: 0.000390, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.755015, Class: 0.985762, Obj: 0.043377, No Obj: 0.000193, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792987, Class: 0.992626, Obj: 0.072558, No Obj: 0.000165, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3018: 0.504951, 0.385907 avg loss, 0.001000 rate, 3.939239 seconds, 193152 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792451, Class: 0.999495, Obj: 0.270831, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702488, Class: 0.997518, Obj: 0.342887, No Obj: 0.000168, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705620, Class: 0.993697, Obj: 0.219383, No Obj: 0.000166, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.774702, Class: 0.998712, Obj: 0.688166, No Obj: 0.000476, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.884934, Class: 0.999716, Obj: 0.595391, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838397, Class: 0.999232, Obj: 0.241893, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889276, Class: 0.997020, Obj: 0.340983, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807759, Class: 0.998647, Obj: 0.572915, No Obj: 0.000240, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821763, Class: 0.997741, Obj: 0.419899, No Obj: 0.000273, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.757759, Class: 0.983541, Obj: 0.180449, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792250, Class: 0.993784, Obj: 0.804899, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742409, Class: 0.992147, Obj: 0.155433, No Obj: 0.000163, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892487, Class: 0.994865, Obj: 0.080684, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796687, Class: 0.998682, Obj: 0.096361, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912311, Class: 0.998649, Obj: 0.659826, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689751, Class: 0.994399, Obj: 0.303157, No Obj: 0.000192, .5R: 0.777778, .75R: 0.444444, count: 9 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3019: 0.418965, 0.389213 avg loss, 0.001000 rate, 3.931508 seconds, 193216 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854762, Class: 0.995509, Obj: 0.559947, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688061, Class: 0.998541, Obj: 0.072417, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729644, Class: 0.997986, Obj: 0.196677, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746660, Class: 0.992685, Obj: 0.564840, No Obj: 0.000225, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752767, Class: 0.996019, Obj: 0.349729, No Obj: 0.000260, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824361, Class: 0.995438, Obj: 0.130604, No Obj: 0.000071, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784378, Class: 0.998058, Obj: 0.050495, No Obj: 0.000293, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728197, Class: 0.999290, Obj: 0.266709, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.855350, Class: 0.998279, Obj: 0.343595, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.757736, Class: 0.992175, Obj: 0.334331, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.831166, Class: 0.995435, Obj: 0.173809, No Obj: 0.000235, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869523, Class: 0.999627, Obj: 0.818302, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865117, Class: 0.997671, Obj: 0.238337, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857239, Class: 0.998387, Obj: 0.327604, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.787423, Class: 0.995061, Obj: 0.292757, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3020: 0.317416, 0.382033 avg loss, 0.001000 rate, 3.936444 seconds, 193280 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641432, Class: 0.996688, Obj: 0.037587, No Obj: 0.000053, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691491, Class: 0.999141, Obj: 0.002124, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611242, Class: 0.990180, Obj: 0.045615, No Obj: 0.000095, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733051, Class: 0.989036, Obj: 0.411681, No Obj: 0.000347, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725586, Class: 0.996210, Obj: 0.105151, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759784, Class: 0.997317, Obj: 0.364502, No Obj: 0.000155, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801245, Class: 0.999468, Obj: 0.784365, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736750, Class: 0.997990, Obj: 0.335090, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756596, Class: 0.994316, Obj: 0.203125, No Obj: 0.000125, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757497, Class: 0.996478, Obj: 0.119707, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726584, Class: 0.998218, Obj: 0.544359, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3021: 0.390342, 0.382864 avg loss, 0.001000 rate, 3.929913 seconds, 193344 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696669, Class: 0.992344, Obj: 0.005230, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703571, Class: 0.993185, Obj: 0.162248, No Obj: 0.000040, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823570, Class: 0.999174, Obj: 0.210719, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728152, Class: 0.993852, Obj: 0.201498, No Obj: 0.000102, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692931, Class: 0.993146, Obj: 0.088484, No Obj: 0.000181, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.676524, Class: 0.994527, Obj: 0.083563, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767356, Class: 0.992215, Obj: 0.014951, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700891, Class: 0.992171, Obj: 0.140799, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821971, Class: 0.998168, Obj: 0.144490, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658861, Class: 0.992995, Obj: 0.079756, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698498, Class: 0.997634, Obj: 0.137573, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.837622, Class: 0.999643, Obj: 0.445059, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816888, Class: 0.998561, Obj: 0.485227, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787923, Class: 0.993655, Obj: 0.190523, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3022: 0.325596, 0.377137 avg loss, 0.001000 rate, 3.932665 seconds, 193408 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685672, Class: 0.998641, Obj: 0.719779, No Obj: 0.000309, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.834786, Class: 0.996879, Obj: 0.225269, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828205, Class: 0.993249, Obj: 0.480263, No Obj: 0.000244, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.748321, Class: 0.996640, Obj: 0.171056, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860229, Class: 0.999578, Obj: 0.650481, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.806434, Class: 0.991062, Obj: 0.004350, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724691, Class: 0.994634, Obj: 0.168151, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757370, Class: 0.996235, Obj: 0.042542, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727761, Class: 0.998409, Obj: 0.203579, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704762, Class: 0.999980, Obj: 0.730953, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786275, Class: 0.998647, Obj: 0.306961, No Obj: 0.000149, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864728, Class: 0.998086, Obj: 0.249177, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805493, Class: 0.993443, Obj: 0.283458, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774189, Class: 0.994814, Obj: 0.047380, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3023: 0.281977, 0.367621 avg loss, 0.001000 rate, 3.936344 seconds, 193472 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.471585, Class: 0.997507, Obj: 0.000377, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683142, Class: 0.990237, Obj: 0.079964, No Obj: 0.000221, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832431, Class: 0.995130, Obj: 0.142319, No Obj: 0.000088, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000339, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737744, Class: 0.999611, Obj: 0.627356, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656905, Class: 0.993309, Obj: 0.278412, No Obj: 0.000044, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601840, Class: 0.997912, Obj: 0.080292, No Obj: 0.000040, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.759900, Class: 0.998225, Obj: 0.833153, No Obj: 0.000494, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.906577, Class: 0.991335, Obj: 0.742985, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734703, Class: 0.997370, Obj: 0.064660, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774358, Class: 0.999006, Obj: 0.131605, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838453, Class: 0.995384, Obj: 0.397952, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.891757, Class: 0.997711, Obj: 0.034386, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3024: 0.217647, 0.352624 avg loss, 0.001000 rate, 3.941223 seconds, 193536 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784521, Class: 0.998590, Obj: 0.532409, No Obj: 0.000412, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.720013, Class: 0.991040, Obj: 0.162856, No Obj: 0.000094, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.823532, Class: 0.996683, Obj: 0.797601, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634728, Class: 0.990290, Obj: 0.087672, No Obj: 0.000070, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.814633, Class: 0.993224, Obj: 0.170038, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.661473, Class: 0.997066, Obj: 0.410648, No Obj: 0.000306, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.679335, Class: 0.991735, Obj: 0.100099, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742323, Class: 0.985296, Obj: 0.181083, No Obj: 0.000266, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.773573, Class: 0.995287, Obj: 0.271489, No Obj: 0.000114, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762705, Class: 0.997542, Obj: 0.085678, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808319, Class: 0.996975, Obj: 0.213342, No Obj: 0.000118, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760443, Class: 0.990265, Obj: 0.099481, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709758, Class: 0.997460, Obj: 0.092674, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3025: 0.384382, 0.355800 avg loss, 0.001000 rate, 3.933186 seconds, 193600 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877878, Class: 0.997521, Obj: 0.336242, No Obj: 0.000366, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758422, Class: 0.989405, Obj: 0.070153, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872071, Class: 0.989118, Obj: 0.434633, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.678061, Class: 0.994251, Obj: 0.072827, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862562, Class: 0.993166, Obj: 0.049046, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785921, Class: 0.996431, Obj: 0.084654, No Obj: 0.000049, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694976, Class: 0.994898, Obj: 0.126522, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760950, Class: 0.996441, Obj: 0.105709, No Obj: 0.000066, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.773934, Class: 0.992740, Obj: 0.003443, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.734036, Class: 0.995376, Obj: 0.265602, No Obj: 0.000218, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666542, Class: 0.998347, Obj: 0.137464, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.868743, Class: 0.996369, Obj: 0.146144, No Obj: 0.000522, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808777, Class: 0.991450, Obj: 0.257603, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764602, Class: 0.996197, Obj: 0.214722, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773569, Class: 0.983354, Obj: 0.089464, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834509, Class: 0.998871, Obj: 0.080855, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.735827, Class: 0.996111, Obj: 0.151297, No Obj: 0.000306, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.631512, Class: 0.997868, Obj: 0.021222, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745165, Class: 0.993209, Obj: 0.208893, No Obj: 0.000066, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3026: 0.382217, 0.358441 avg loss, 0.001000 rate, 3.925306 seconds, 193664 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.896217, Class: 0.991972, Obj: 0.012021, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834430, Class: 0.997611, Obj: 0.291398, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.663788, Class: 0.990674, Obj: 0.002339, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.628500, Class: 0.990025, Obj: 0.520129, No Obj: 0.000366, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.861991, Class: 0.990889, Obj: 0.218596, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.853441, Class: 0.998001, Obj: 0.286585, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914108, Class: 0.998339, Obj: 0.322099, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860144, Class: 0.999879, Obj: 0.006089, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726833, Class: 0.997646, Obj: 0.026358, No Obj: 0.000081, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.557029, Class: 0.965070, Obj: 0.003104, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.559814, Class: 0.912463, Obj: 0.000145, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783506, Class: 0.982373, Obj: 0.079494, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725944, Class: 0.999033, Obj: 0.103236, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.886846, Class: 0.996883, Obj: 0.106178, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757782, Class: 0.997216, Obj: 0.122766, No Obj: 0.000110, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777788, Class: 0.997943, Obj: 0.905829, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772174, Class: 0.994740, Obj: 0.154196, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3027: 0.361294, 0.358727 avg loss, 0.001000 rate, 3.939748 seconds, 193728 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000595, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629707, Class: 0.992306, Obj: 0.135725, No Obj: 0.000134, .5R: 0.636364, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827454, Class: 0.992053, Obj: 0.461676, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661276, Class: 0.993301, Obj: 0.076214, No Obj: 0.000132, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775330, Class: 0.997260, Obj: 0.582406, No Obj: 0.000284, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.791360, Class: 0.999285, Obj: 0.641889, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687323, Class: 0.995654, Obj: 0.062735, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802735, Class: 0.997472, Obj: 0.661017, No Obj: 0.000447, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.781910, Class: 0.993746, Obj: 0.156691, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802683, Class: 0.994703, Obj: 0.384469, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836469, Class: 0.997861, Obj: 0.307072, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814619, Class: 0.995355, Obj: 0.241502, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748181, Class: 0.998179, Obj: 0.056616, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3028: 0.454755, 0.368330 avg loss, 0.001000 rate, 3.927533 seconds, 193792 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.873396, Class: 0.982991, Obj: 0.136497, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702649, Class: 0.996443, Obj: 0.315884, No Obj: 0.000158, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725011, Class: 0.996138, Obj: 0.140760, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712227, Class: 0.997322, Obj: 0.192209, No Obj: 0.000107, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696531, Class: 0.997760, Obj: 0.130202, No Obj: 0.000141, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682386, Class: 0.998483, Obj: 0.058609, No Obj: 0.000082, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821862, Class: 0.998409, Obj: 0.250248, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831355, Class: 0.996984, Obj: 0.626700, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.685229, Class: 0.995354, Obj: 0.178796, No Obj: 0.000183, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865584, Class: 0.996890, Obj: 0.125723, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773048, Class: 0.997012, Obj: 0.061618, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804411, Class: 0.999960, Obj: 0.730488, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.499094, Class: 0.992862, Obj: 0.020632, No Obj: 0.000117, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3029: 0.464705, 0.377967 avg loss, 0.001000 rate, 3.924506 seconds, 193856 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841997, Class: 0.998527, Obj: 0.146892, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801563, Class: 0.999437, Obj: 0.826299, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.680405, Class: 0.995268, Obj: 0.261535, No Obj: 0.000143, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740007, Class: 0.998894, Obj: 0.339873, No Obj: 0.000167, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754390, Class: 0.997304, Obj: 0.106662, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645508, Class: 0.995823, Obj: 0.104549, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734256, Class: 0.995685, Obj: 0.187879, No Obj: 0.000153, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791446, Class: 0.996170, Obj: 0.163170, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761385, Class: 0.998862, Obj: 0.324103, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3030: 0.266767, 0.366847 avg loss, 0.001000 rate, 3.922739 seconds, 193920 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702450, Class: 0.996396, Obj: 0.104392, No Obj: 0.000083, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768365, Class: 0.996343, Obj: 0.136344, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744735, Class: 0.994870, Obj: 0.062314, No Obj: 0.000036, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809034, Class: 0.997203, Obj: 0.123335, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662756, Class: 0.995067, Obj: 0.124913, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.885100, Class: 0.999205, Obj: 0.812931, No Obj: 0.000447, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.893119, Class: 0.989841, Obj: 0.180923, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757971, Class: 0.997850, Obj: 0.249301, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711404, Class: 0.997264, Obj: 0.178187, No Obj: 0.000157, .5R: 0.888889, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775894, Class: 0.995983, Obj: 0.179309, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3031: 0.337775, 0.363940 avg loss, 0.001000 rate, 3.935552 seconds, 193984 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.814834, Class: 0.954882, Obj: 0.017881, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.765749, Class: 0.991088, Obj: 0.134199, No Obj: 0.000138, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.365500, Class: 0.993138, Obj: 0.009230, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679184, Class: 0.996281, Obj: 0.182117, No Obj: 0.000144, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781183, Class: 0.995728, Obj: 0.801556, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775149, Class: 0.995244, Obj: 0.288711, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854566, Class: 0.993196, Obj: 0.111060, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819034, Class: 0.996509, Obj: 0.197714, No Obj: 0.000141, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.960683, Class: 0.998310, Obj: 0.200994, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830224, Class: 0.995047, Obj: 0.073400, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891384, Class: 0.999168, Obj: 0.729830, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741629, Class: 0.999656, Obj: 0.411394, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.870070, Class: 0.999548, Obj: 0.166757, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739869, Class: 0.993040, Obj: 0.083186, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732075, Class: 0.997062, Obj: 0.042121, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676416, Class: 0.996998, Obj: 0.089340, No Obj: 0.000127, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3032: 0.384928, 0.366039 avg loss, 0.001000 rate, 3.936977 seconds, 194048 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794110, Class: 0.993324, Obj: 0.102470, No Obj: 0.000079, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.813569, Class: 0.998393, Obj: 0.774134, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768129, Class: 0.994897, Obj: 0.186941, No Obj: 0.000165, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787600, Class: 0.993557, Obj: 0.162881, No Obj: 0.000053, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756568, Class: 0.998104, Obj: 0.276103, No Obj: 0.000197, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809312, Class: 0.996999, Obj: 0.229642, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.520604, Class: 0.993549, Obj: 0.013967, No Obj: 0.000046, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.739943, Class: 0.999428, Obj: 0.386182, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760759, Class: 0.995469, Obj: 0.115810, No Obj: 0.000150, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769451, Class: 0.997884, Obj: 0.360911, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906555, Class: 0.996957, Obj: 0.145549, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3033: 0.354763, 0.364911 avg loss, 0.001000 rate, 3.938204 seconds, 194112 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859036, Class: 0.999900, Obj: 0.612832, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.781520, Class: 0.995905, Obj: 0.203171, No Obj: 0.000158, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837835, Class: 0.999691, Obj: 0.520693, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.747405, Class: 0.998028, Obj: 0.203983, No Obj: 0.000197, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799233, Class: 0.998954, Obj: 0.220584, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.589431, Class: 0.997700, Obj: 0.235876, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.774881, Class: 0.993622, Obj: 0.038598, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.731120, Class: 0.990046, Obj: 0.034494, No Obj: 0.000128, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688708, Class: 0.992955, Obj: 0.195071, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.797097, Class: 0.998314, Obj: 0.365788, No Obj: 0.000166, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893347, Class: 0.999571, Obj: 0.392927, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695921, Class: 0.985371, Obj: 0.104574, No Obj: 0.000132, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.676393, Class: 0.996829, Obj: 0.142290, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834299, Class: 0.997287, Obj: 0.137240, No Obj: 0.000111, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680583, Class: 0.993439, Obj: 0.023226, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.872184, Class: 0.997895, Obj: 0.439432, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3034: 0.425570, 0.370977 avg loss, 0.001000 rate, 3.929033 seconds, 194176 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.782716, Class: 0.971015, Obj: 0.000960, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905412, Class: 0.996981, Obj: 0.062597, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.776036, Class: 0.988472, Obj: 0.709156, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590739, Class: 0.989761, Obj: 0.111438, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801824, Class: 0.993411, Obj: 0.015725, No Obj: 0.000018, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.755628, Class: 0.996368, Obj: 0.078250, No Obj: 0.000141, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760291, Class: 0.998020, Obj: 0.504664, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889833, Class: 0.996400, Obj: 0.233822, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817751, Class: 0.998449, Obj: 0.044145, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796581, Class: 0.999880, Obj: 0.833899, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815560, Class: 0.998320, Obj: 0.369468, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.543482, Class: 0.958277, Obj: 0.150464, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.833516, Class: 0.999960, Obj: 0.128237, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781963, Class: 0.987158, Obj: 0.116725, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629198, Class: 0.993038, Obj: 0.184936, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3035: 0.311516, 0.365031 avg loss, 0.001000 rate, 3.926980 seconds, 194240 images Loaded: 0.000073 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674913, Class: 0.994278, Obj: 0.089418, No Obj: 0.000217, .5R: 0.818182, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831453, Class: 0.997128, Obj: 0.292202, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741452, Class: 0.996728, Obj: 0.170251, No Obj: 0.000164, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922325, Class: 0.998688, Obj: 0.011807, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647053, Class: 0.994985, Obj: 0.148643, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.669313, Class: 0.990004, Obj: 0.386936, No Obj: 0.000400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676930, Class: 0.991698, Obj: 0.202477, No Obj: 0.000114, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828817, Class: 0.997537, Obj: 0.220259, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700347, Class: 0.996202, Obj: 0.135585, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801659, Class: 0.996508, Obj: 0.260530, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807106, Class: 0.998569, Obj: 0.757145, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867647, Class: 0.999915, Obj: 0.390546, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3036: 0.373152, 0.365843 avg loss, 0.001000 rate, 3.933754 seconds, 194304 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834378, Class: 0.998344, Obj: 0.361010, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847328, Class: 0.995566, Obj: 0.045758, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789496, Class: 0.992470, Obj: 0.152002, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844229, Class: 0.998727, Obj: 0.048516, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732706, Class: 0.999014, Obj: 0.373498, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.828519, Class: 0.998897, Obj: 0.451360, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798797, Class: 0.996690, Obj: 0.198479, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.638481, Class: 0.994668, Obj: 0.023990, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.618210, Class: 0.994140, Obj: 0.045529, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813644, Class: 0.998647, Obj: 0.361111, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838711, Class: 0.996195, Obj: 0.004383, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663792, Class: 0.997864, Obj: 0.049888, No Obj: 0.000074, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780163, Class: 0.996008, Obj: 0.113166, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605285, Class: 0.984161, Obj: 0.217786, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636099, Class: 0.999939, Obj: 0.016885, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754978, Class: 0.998493, Obj: 0.361401, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3037: 0.326173, 0.361876 avg loss, 0.001000 rate, 3.925855 seconds, 194368 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789614, Class: 0.998192, Obj: 0.497914, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.658574, Class: 0.996969, Obj: 0.162863, No Obj: 0.000140, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651559, Class: 0.998347, Obj: 0.124358, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.781469, Class: 0.996623, Obj: 0.845515, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.916891, Class: 0.993689, Obj: 0.030383, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827607, Class: 0.998154, Obj: 0.241087, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723942, Class: 0.997495, Obj: 0.059419, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.819571, Class: 0.995938, Obj: 0.247671, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860692, Class: 0.997213, Obj: 0.274592, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851695, Class: 0.993914, Obj: 0.096448, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.712186, Class: 0.999760, Obj: 0.194354, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729627, Class: 0.988071, Obj: 0.123081, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927607, Class: 0.997419, Obj: 0.140158, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730531, Class: 0.997045, Obj: 0.248917, No Obj: 0.000163, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3038: 0.332399, 0.358928 avg loss, 0.001000 rate, 3.920122 seconds, 194432 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.723709, Class: 0.975743, Obj: 0.382809, No Obj: 0.000453, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.782915, Class: 0.989278, Obj: 0.062416, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781973, Class: 0.997920, Obj: 0.122437, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663850, Class: 0.998220, Obj: 0.279408, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901246, Class: 0.995964, Obj: 0.070338, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.643501, Class: 0.992692, Obj: 0.057050, No Obj: 0.000032, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738343, Class: 0.998824, Obj: 0.069650, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615263, Class: 0.998072, Obj: 0.037077, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.511673, Class: 0.994112, Obj: 0.141451, No Obj: 0.000077, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822291, Class: 0.999443, Obj: 0.266333, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.869691, Class: 0.987034, Obj: 0.146041, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.911168, Class: 0.996016, Obj: 0.411663, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659361, Class: 0.994681, Obj: 0.001636, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801817, Class: 0.997731, Obj: 0.324255, No Obj: 0.000180, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718170, Class: 0.997751, Obj: 0.355162, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3039: 0.357437, 0.358779 avg loss, 0.001000 rate, 3.919434 seconds, 194496 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.725548, Class: 0.994519, Obj: 0.120405, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851737, Class: 0.994091, Obj: 0.136789, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.482326, Class: 0.997160, Obj: 0.139574, No Obj: 0.000033, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.759353, Class: 0.969609, Obj: 0.000068, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826680, Class: 0.996490, Obj: 0.707376, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742660, Class: 0.994738, Obj: 0.106934, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780637, Class: 0.987302, Obj: 0.000343, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788598, Class: 0.998781, Obj: 0.382528, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720737, Class: 0.996109, Obj: 0.175103, No Obj: 0.000127, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.835038, Class: 0.999092, Obj: 0.310559, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887945, Class: 0.998376, Obj: 0.624831, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761169, Class: 0.995595, Obj: 0.241084, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856202, Class: 0.999108, Obj: 0.612128, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828953, Class: 0.987666, Obj: 0.202187, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725729, Class: 0.996475, Obj: 0.137087, No Obj: 0.000142, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829973, Class: 0.993407, Obj: 0.046136, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815829, Class: 0.997632, Obj: 0.153159, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3040: 0.386200, 0.361521 avg loss, 0.001000 rate, 3.918368 seconds, 194560 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735720, Class: 0.994219, Obj: 0.427963, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792352, Class: 0.999371, Obj: 0.292025, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866175, Class: 0.984267, Obj: 0.001773, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.694343, Class: 0.999054, Obj: 0.954095, No Obj: 0.000412, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.694903, Class: 0.993495, Obj: 0.280717, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675611, Class: 0.997903, Obj: 0.066688, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831524, Class: 0.999918, Obj: 0.638667, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710300, Class: 0.995633, Obj: 0.196360, No Obj: 0.000193, .5R: 0.909091, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692425, Class: 0.973041, Obj: 0.001063, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.709235, Class: 0.995789, Obj: 0.111259, No Obj: 0.000087, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916332, Class: 0.997066, Obj: 0.876700, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676493, Class: 0.998699, Obj: 0.182109, No Obj: 0.000111, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.646438, Class: 0.999397, Obj: 0.764633, No Obj: 0.000323, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.817860, Class: 0.998212, Obj: 0.074171, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739540, Class: 0.995071, Obj: 0.121786, No Obj: 0.000121, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818816, Class: 0.995323, Obj: 0.458259, No Obj: 0.000569, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.773695, Class: 0.992584, Obj: 0.089218, No Obj: 0.000154, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3041: 0.535369, 0.378906 avg loss, 0.001000 rate, 3.925126 seconds, 194624 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796602, Class: 0.998549, Obj: 0.525570, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.755589, Class: 0.997617, Obj: 0.108663, No Obj: 0.000104, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791477, Class: 0.998474, Obj: 0.200088, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861009, Class: 0.988203, Obj: 0.325204, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.681303, Class: 0.996604, Obj: 0.139156, No Obj: 0.000101, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.734969, Class: 0.954673, Obj: 0.139790, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682761, Class: 0.990810, Obj: 0.005133, No Obj: 0.000018, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816762, Class: 0.998948, Obj: 0.381756, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780057, Class: 0.970998, Obj: 0.261768, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670867, Class: 0.997036, Obj: 0.169523, No Obj: 0.000097, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788297, Class: 0.997256, Obj: 0.182541, No Obj: 0.000056, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842706, Class: 0.996658, Obj: 0.634221, No Obj: 0.000277, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.623602, Class: 0.997814, Obj: 0.364344, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3042: 0.351078, 0.376123 avg loss, 0.001000 rate, 3.922563 seconds, 194688 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.800560, Class: 0.997038, Obj: 0.011958, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623720, Class: 0.998008, Obj: 0.118809, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.953665, Class: 0.999242, Obj: 0.828345, No Obj: 0.000469, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798594, Class: 0.997612, Obj: 0.610936, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740465, Class: 0.998540, Obj: 0.662993, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.730790, Class: 0.980627, Obj: 0.302341, No Obj: 0.000685, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.728810, Class: 0.999726, Obj: 0.226805, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721374, Class: 0.994142, Obj: 0.159594, No Obj: 0.000114, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818015, Class: 0.999774, Obj: 0.966029, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621266, Class: 0.990948, Obj: 0.067434, No Obj: 0.000162, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660244, Class: 0.991129, Obj: 0.003697, No Obj: 0.000035, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847282, Class: 0.999642, Obj: 0.707983, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.478973, Class: 0.996167, Obj: 0.019374, No Obj: 0.000055, .5R: 0.400000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.716370, Class: 0.985466, Obj: 0.078471, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.845354, Class: 0.999790, Obj: 0.556304, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739949, Class: 0.998545, Obj: 0.382753, No Obj: 0.000211, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783285, Class: 0.999816, Obj: 0.848876, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872929, Class: 0.997556, Obj: 0.043052, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3043: 0.490672, 0.387578 avg loss, 0.001000 rate, 3.922924 seconds, 194752 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701961, Class: 0.999046, Obj: 0.467832, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722916, Class: 0.997493, Obj: 0.095996, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.886709, Class: 0.987887, Obj: 0.414691, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.888503, Class: 0.994696, Obj: 0.612337, No Obj: 0.000589, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.790726, Class: 0.994334, Obj: 0.178087, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797201, Class: 0.999356, Obj: 0.264801, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725851, Class: 0.997814, Obj: 0.217303, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754775, Class: 0.991031, Obj: 0.130055, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840437, Class: 0.995927, Obj: 0.423267, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.596020, Class: 0.992614, Obj: 0.010529, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756150, Class: 0.995085, Obj: 0.135942, No Obj: 0.000095, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698594, Class: 0.999858, Obj: 0.728715, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.608024, Class: 0.989982, Obj: 0.041300, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779783, Class: 0.992386, Obj: 0.251233, No Obj: 0.000277, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.787378, Class: 0.999561, Obj: 0.103008, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3044: 0.330637, 0.381884 avg loss, 0.001000 rate, 3.929317 seconds, 194816 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703861, Class: 0.999628, Obj: 0.962769, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825900, Class: 0.998866, Obj: 0.228162, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875286, Class: 0.998159, Obj: 0.779995, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704206, Class: 0.989814, Obj: 0.068362, No Obj: 0.000107, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774230, Class: 0.997552, Obj: 0.121490, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.807063, Class: 0.988648, Obj: 0.848142, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804397, Class: 0.991953, Obj: 0.524066, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736285, Class: 0.997546, Obj: 0.165351, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773849, Class: 0.994236, Obj: 0.083434, No Obj: 0.000341, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.731272, Class: 0.998013, Obj: 0.233662, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803855, Class: 0.997656, Obj: 0.645129, No Obj: 0.000465, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.691745, Class: 0.997513, Obj: 0.202888, No Obj: 0.000118, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732446, Class: 0.996644, Obj: 0.147295, No Obj: 0.000105, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.854722, Class: 0.999113, Obj: 0.429518, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816801, Class: 0.998543, Obj: 0.243370, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3045: 0.308941, 0.374590 avg loss, 0.001000 rate, 3.905262 seconds, 194880 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821467, Class: 0.997268, Obj: 0.688426, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.658429, Class: 0.955362, Obj: 0.226319, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725069, Class: 0.997677, Obj: 0.112926, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888555, Class: 0.998726, Obj: 0.520925, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638843, Class: 0.997356, Obj: 0.376846, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860718, Class: 0.999562, Obj: 0.064429, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.522007, Class: 0.997558, Obj: 0.012606, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731968, Class: 0.998797, Obj: 0.207398, No Obj: 0.000167, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.496831, Class: 0.932294, Obj: 0.037553, No Obj: 0.000324, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825774, Class: 0.999419, Obj: 0.040360, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754879, Class: 0.997425, Obj: 0.375966, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.851920, Class: 0.999432, Obj: 0.676791, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.825583, Class: 0.991673, Obj: 0.511308, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804598, Class: 0.995728, Obj: 0.291644, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3046: 0.268297, 0.363960 avg loss, 0.001000 rate, 3.904024 seconds, 194944 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933783, Class: 0.999363, Obj: 0.211090, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.892399, Class: 0.996307, Obj: 0.120462, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816991, Class: 0.989103, Obj: 0.275776, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796031, Class: 0.997914, Obj: 0.300604, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771973, Class: 0.989545, Obj: 0.066701, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684743, Class: 0.995442, Obj: 0.095128, No Obj: 0.000105, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793967, Class: 0.996798, Obj: 0.301601, No Obj: 0.000190, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770343, Class: 0.993743, Obj: 0.150010, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.817377, Class: 0.996742, Obj: 0.346370, No Obj: 0.000150, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779918, Class: 0.995491, Obj: 0.559121, No Obj: 0.000314, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806981, Class: 0.999126, Obj: 0.157725, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.691564, Class: 0.993157, Obj: 0.007816, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698051, Class: 0.997002, Obj: 0.091488, No Obj: 0.000152, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777600, Class: 0.995652, Obj: 0.019156, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.784660, Class: 0.995165, Obj: 0.206196, No Obj: 0.000178, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3047: 0.423822, 0.369947 avg loss, 0.001000 rate, 3.909182 seconds, 195008 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871942, Class: 0.986352, Obj: 0.225908, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675678, Class: 0.997444, Obj: 0.137286, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.849297, Class: 0.990875, Obj: 0.001959, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749208, Class: 0.999539, Obj: 0.760805, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663379, Class: 0.996994, Obj: 0.078641, No Obj: 0.000080, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774499, Class: 0.997331, Obj: 0.108934, No Obj: 0.000050, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653825, Class: 0.941782, Obj: 0.012637, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.850017, Class: 0.997645, Obj: 0.338815, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803064, Class: 0.999389, Obj: 0.171303, No Obj: 0.000182, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.834212, Class: 0.998261, Obj: 0.026205, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.855992, Class: 0.999604, Obj: 0.525352, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.584650, Class: 0.972069, Obj: 0.159788, No Obj: 0.000285, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.698071, Class: 0.996390, Obj: 0.202421, No Obj: 0.000214, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911905, Class: 0.992132, Obj: 0.000771, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635560, Class: 0.996291, Obj: 0.010329, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708207, Class: 0.996761, Obj: 0.253476, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3048: 0.399083, 0.372860 avg loss, 0.001000 rate, 3.903943 seconds, 195072 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664075, Class: 0.984112, Obj: 0.006232, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796883, Class: 0.994965, Obj: 0.110135, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.763031, Class: 0.997680, Obj: 0.230294, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665689, Class: 0.998519, Obj: 0.027259, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726078, Class: 0.996218, Obj: 0.076983, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.707736, Class: 0.998321, Obj: 0.142899, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.582671, Class: 0.996494, Obj: 0.000069, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714806, Class: 0.996848, Obj: 0.187691, No Obj: 0.000148, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723957, Class: 0.997581, Obj: 0.184544, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791579, Class: 0.989986, Obj: 0.235551, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794881, Class: 0.999348, Obj: 0.344795, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704283, Class: 0.999005, Obj: 0.167739, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.627608, Class: 0.993416, Obj: 0.133794, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3049: 0.324032, 0.367977 avg loss, 0.001000 rate, 3.899114 seconds, 195136 images Loaded: 0.000085 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778310, Class: 0.998543, Obj: 0.275583, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808332, Class: 0.997487, Obj: 0.599220, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747834, Class: 0.997172, Obj: 0.224449, No Obj: 0.000168, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817261, Class: 0.997878, Obj: 0.397186, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654544, Class: 0.997117, Obj: 0.147790, No Obj: 0.000115, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808811, Class: 0.997446, Obj: 0.007407, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759667, Class: 0.999165, Obj: 0.431941, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815616, Class: 0.994715, Obj: 0.365185, No Obj: 0.000342, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.746556, Class: 0.994534, Obj: 0.035781, No Obj: 0.000104, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717240, Class: 0.994846, Obj: 0.247767, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.701814, Class: 0.997958, Obj: 0.116310, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774803, Class: 0.999172, Obj: 0.209516, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659697, Class: 0.997943, Obj: 0.060810, No Obj: 0.000123, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3050: 0.412049, 0.372384 avg loss, 0.001000 rate, 3.919536 seconds, 195200 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726820, Class: 0.995962, Obj: 0.005938, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.820489, Class: 0.999172, Obj: 0.766124, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699293, Class: 0.993778, Obj: 0.185869, No Obj: 0.000156, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.910298, Class: 0.999300, Obj: 0.032617, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759790, Class: 0.998323, Obj: 0.129566, No Obj: 0.000123, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705082, Class: 0.990479, Obj: 0.368372, No Obj: 0.000242, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.734387, Class: 0.999113, Obj: 0.050877, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787049, Class: 0.997463, Obj: 0.325203, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.611858, Class: 0.994653, Obj: 0.161015, No Obj: 0.000050, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828851, Class: 0.998905, Obj: 0.005095, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.637946, Class: 0.996803, Obj: 0.216835, No Obj: 0.000155, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.396522, Class: 0.999248, Obj: 0.009179, No Obj: 0.000037, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3051: 0.335926, 0.368739 avg loss, 0.001000 rate, 3.907054 seconds, 195264 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931731, Class: 0.997976, Obj: 0.371716, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684315, Class: 0.998265, Obj: 0.234698, No Obj: 0.000172, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.886019, Class: 0.999646, Obj: 0.930942, No Obj: 0.000397, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751037, Class: 0.997574, Obj: 0.102345, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793655, Class: 0.984413, Obj: 0.014808, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883412, Class: 0.997261, Obj: 0.298706, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797505, Class: 0.985541, Obj: 0.414987, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.772540, Class: 0.994725, Obj: 0.002187, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715648, Class: 0.992120, Obj: 0.018831, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652812, Class: 0.993722, Obj: 0.133459, No Obj: 0.000114, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757490, Class: 0.989845, Obj: 0.409514, No Obj: 0.000271, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.673885, Class: 0.996955, Obj: 0.234467, No Obj: 0.000104, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864273, Class: 0.998865, Obj: 0.192355, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764784, Class: 0.999546, Obj: 0.186105, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772355, Class: 0.995054, Obj: 0.105958, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752748, Class: 0.994586, Obj: 0.130109, No Obj: 0.000130, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3052: 0.349729, 0.366838 avg loss, 0.001000 rate, 3.906452 seconds, 195328 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729184, Class: 0.998361, Obj: 0.142535, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742549, Class: 0.997916, Obj: 0.119639, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745278, Class: 0.981715, Obj: 0.064822, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.594694, Class: 0.995415, Obj: 0.018743, No Obj: 0.000046, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728279, Class: 0.999255, Obj: 0.301426, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782706, Class: 0.989534, Obj: 0.543894, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756048, Class: 0.997045, Obj: 0.260343, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737997, Class: 0.998366, Obj: 0.001904, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737806, Class: 0.996682, Obj: 0.636842, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.858057, Class: 0.998043, Obj: 0.175156, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.670555, Class: 0.986978, Obj: 0.046921, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.789027, Class: 0.995407, Obj: 0.269706, No Obj: 0.000147, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777025, Class: 0.996822, Obj: 0.111414, No Obj: 0.000071, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3053: 0.356973, 0.365851 avg loss, 0.001000 rate, 3.904740 seconds, 195392 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638536, Class: 0.997169, Obj: 0.164769, No Obj: 0.000072, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.731200, Class: 0.997984, Obj: 0.503848, No Obj: 0.000428, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783136, Class: 0.997012, Obj: 0.206720, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676340, Class: 0.996873, Obj: 0.062701, No Obj: 0.000089, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916704, Class: 0.995560, Obj: 0.020671, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844417, Class: 0.996093, Obj: 0.096506, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838800, Class: 0.970741, Obj: 0.014935, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.691997, Class: 0.976915, Obj: 0.157622, No Obj: 0.000906, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.870466, Class: 0.854788, Obj: 0.000164, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751282, Class: 0.997577, Obj: 0.191179, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832140, Class: 0.996893, Obj: 0.200385, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.697473, Class: 0.993027, Obj: 0.168015, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823126, Class: 0.997610, Obj: 0.033379, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677806, Class: 0.993310, Obj: 0.105927, No Obj: 0.000124, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3054: 0.378339, 0.367100 avg loss, 0.001000 rate, 3.901261 seconds, 195456 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905358, Class: 0.999446, Obj: 0.558865, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739741, Class: 0.995536, Obj: 0.147035, No Obj: 0.000079, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844616, Class: 0.999104, Obj: 0.497905, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767907, Class: 0.991496, Obj: 0.066307, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769706, Class: 0.993386, Obj: 0.111158, No Obj: 0.000071, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807834, Class: 0.998562, Obj: 0.434880, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.661519, Class: 0.993238, Obj: 0.060562, No Obj: 0.000115, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.574868, Class: 0.996929, Obj: 0.030962, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763266, Class: 0.992417, Obj: 0.237562, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913391, Class: 0.999339, Obj: 0.710265, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819068, Class: 0.993975, Obj: 0.199908, No Obj: 0.000174, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791039, Class: 0.992083, Obj: 0.023366, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804557, Class: 0.998022, Obj: 0.352139, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865421, Class: 0.999593, Obj: 0.945371, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857553, Class: 0.998663, Obj: 0.381767, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3055: 0.340223, 0.364412 avg loss, 0.001000 rate, 3.902992 seconds, 195520 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763650, Class: 0.996104, Obj: 0.311825, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755893, Class: 0.987510, Obj: 0.112168, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792865, Class: 0.999842, Obj: 0.700680, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726047, Class: 0.993354, Obj: 0.130912, No Obj: 0.000111, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933778, Class: 0.994322, Obj: 0.213949, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673891, Class: 0.996488, Obj: 0.180719, No Obj: 0.000131, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656331, Class: 0.996606, Obj: 0.131620, No Obj: 0.000067, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743282, Class: 0.997509, Obj: 0.114813, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.712048, Class: 0.995112, Obj: 0.492705, No Obj: 0.000594, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.685902, Class: 0.995649, Obj: 0.057215, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.918406, Class: 0.999386, Obj: 0.474679, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727457, Class: 0.988249, Obj: 0.071806, No Obj: 0.000127, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.794251, Class: 0.996066, Obj: 0.056634, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3056: 0.427966, 0.370768 avg loss, 0.001000 rate, 3.904776 seconds, 195584 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795037, Class: 0.979978, Obj: 0.031330, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721972, Class: 0.996117, Obj: 0.194014, No Obj: 0.000185, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764309, Class: 0.999247, Obj: 0.123909, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734600, Class: 0.996722, Obj: 0.069388, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.806867, Class: 0.992522, Obj: 0.077961, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809799, Class: 0.999421, Obj: 0.792688, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.628932, Class: 0.994205, Obj: 0.078116, No Obj: 0.000128, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714079, Class: 0.998742, Obj: 0.933867, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696095, Class: 0.994470, Obj: 0.273042, No Obj: 0.000150, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735604, Class: 0.996701, Obj: 0.362194, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740870, Class: 0.997225, Obj: 0.212053, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926163, Class: 0.979106, Obj: 0.025714, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700144, Class: 0.999567, Obj: 0.273415, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.617461, Class: 0.999258, Obj: 0.327432, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788666, Class: 0.999656, Obj: 0.030845, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833420, Class: 0.999200, Obj: 0.284839, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3057: 0.334805, 0.367171 avg loss, 0.001000 rate, 3.905512 seconds, 195648 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805946, Class: 0.999474, Obj: 0.504084, No Obj: 0.000270, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.307126, Class: 0.991986, Obj: 0.144295, No Obj: 0.000095, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723307, Class: 0.995471, Obj: 0.012175, No Obj: 0.000067, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700984, Class: 0.995090, Obj: 0.181427, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.682937, Class: 0.999178, Obj: 0.207711, No Obj: 0.000184, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739403, Class: 0.997449, Obj: 0.298249, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653953, Class: 0.984369, Obj: 0.246196, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.697891, Class: 0.997974, Obj: 0.141583, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.798708, Class: 0.992952, Obj: 0.360969, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802979, Class: 0.999147, Obj: 0.240188, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.838666, Class: 0.982719, Obj: 0.886050, No Obj: 0.000541, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794440, Class: 0.992221, Obj: 0.023315, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801248, Class: 0.995888, Obj: 0.293543, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.693416, Class: 0.977578, Obj: 0.027808, No Obj: 0.000380, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694630, Class: 0.998205, Obj: 0.119833, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3058: 0.353402, 0.365794 avg loss, 0.001000 rate, 3.903978 seconds, 195712 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.959633, Class: 0.994431, Obj: 0.214203, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753618, Class: 0.996345, Obj: 0.261694, No Obj: 0.000157, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000195, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941938, Class: 0.965355, Obj: 0.003773, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780395, Class: 0.992218, Obj: 0.079198, No Obj: 0.000141, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.799109, Class: 0.992565, Obj: 0.237902, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.790902, Class: 0.993193, Obj: 0.401820, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808533, Class: 0.993589, Obj: 0.135755, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765736, Class: 0.998464, Obj: 0.339441, No Obj: 0.000211, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676903, Class: 0.997137, Obj: 0.247693, No Obj: 0.000175, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754131, Class: 0.988999, Obj: 0.268023, No Obj: 0.000276, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732326, Class: 0.995024, Obj: 0.102479, No Obj: 0.000236, .5R: 0.933333, .75R: 0.533333, count: 15 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825126, Class: 0.999270, Obj: 0.483023, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.756270, Class: 0.992960, Obj: 0.063011, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.561823, Class: 0.849426, Obj: 0.002485, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771985, Class: 0.999665, Obj: 0.828093, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629071, Class: 0.994575, Obj: 0.319844, No Obj: 0.000190, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3059: 0.525451, 0.381760 avg loss, 0.001000 rate, 3.901558 seconds, 195776 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786574, Class: 0.997393, Obj: 0.330002, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765526, Class: 0.998096, Obj: 0.417145, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754468, Class: 0.998903, Obj: 0.196885, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842343, Class: 0.993705, Obj: 0.297093, No Obj: 0.000325, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.763047, Class: 0.996234, Obj: 0.246923, No Obj: 0.000284, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798059, Class: 0.997759, Obj: 0.522049, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784323, Class: 0.995337, Obj: 0.052961, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.580930, Class: 0.989492, Obj: 0.024500, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825333, Class: 0.992133, Obj: 0.258577, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.629968, Class: 0.965862, Obj: 0.000039, No Obj: 0.000005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.875124, Class: 0.963692, Obj: 0.000910, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692070, Class: 0.999312, Obj: 0.079664, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3060: 0.353287, 0.378913 avg loss, 0.001000 rate, 3.907358 seconds, 195840 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.724055, Class: 0.986860, Obj: 0.486533, No Obj: 0.000372, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.777449, Class: 0.996580, Obj: 0.198754, No Obj: 0.000198, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.676669, Class: 0.994966, Obj: 0.217638, No Obj: 0.000151, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797451, Class: 0.997897, Obj: 0.601379, No Obj: 0.000364, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739904, Class: 0.993128, Obj: 0.475381, No Obj: 0.000310, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.818711, Class: 0.998881, Obj: 0.233816, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787076, Class: 0.998860, Obj: 0.202419, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707898, Class: 0.994678, Obj: 0.157577, No Obj: 0.000172, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682633, Class: 0.998983, Obj: 0.647190, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.609213, Class: 0.999538, Obj: 0.828635, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.849696, Class: 0.999367, Obj: 0.829295, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722978, Class: 0.994155, Obj: 0.193081, No Obj: 0.000146, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.672047, Class: 0.987914, Obj: 0.067255, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593121, Class: 0.997002, Obj: 0.087207, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3061: 0.423484, 0.383370 avg loss, 0.001000 rate, 3.907397 seconds, 195904 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943541, Class: 0.999810, Obj: 0.128413, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617009, Class: 0.993881, Obj: 0.056045, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.788176, Class: 0.998109, Obj: 0.138555, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690424, Class: 0.997454, Obj: 0.313084, No Obj: 0.000095, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797629, Class: 0.991945, Obj: 0.508617, No Obj: 0.000413, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.767819, Class: 0.992708, Obj: 0.194554, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808630, Class: 0.996265, Obj: 0.268911, No Obj: 0.000139, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769740, Class: 0.989610, Obj: 0.046011, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896769, Class: 0.994765, Obj: 0.719684, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.636517, Class: 0.988168, Obj: 0.097060, No Obj: 0.000060, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.730199, Class: 0.998395, Obj: 0.333925, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.557259, Class: 0.992084, Obj: 0.181011, No Obj: 0.000086, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3062: 0.403403, 0.385373 avg loss, 0.001000 rate, 3.903726 seconds, 195968 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792556, Class: 0.986744, Obj: 0.105759, No Obj: 0.000136, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801513, Class: 0.995182, Obj: 0.214306, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743242, Class: 0.992889, Obj: 0.224452, No Obj: 0.000385, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.838964, Class: 0.998263, Obj: 0.180046, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827071, Class: 0.997969, Obj: 0.071349, No Obj: 0.000035, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737959, Class: 0.997282, Obj: 0.083873, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817977, Class: 0.994665, Obj: 0.004456, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819764, Class: 0.998211, Obj: 0.426802, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874509, Class: 0.995583, Obj: 0.167864, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.811139, Class: 0.996542, Obj: 0.339546, No Obj: 0.000159, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673282, Class: 0.996722, Obj: 0.513049, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3063: 0.334433, 0.380279 avg loss, 0.001000 rate, 3.904486 seconds, 196032 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829897, Class: 0.998180, Obj: 0.286913, No Obj: 0.000107, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858511, Class: 0.998931, Obj: 0.311045, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870172, Class: 0.999326, Obj: 0.964098, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711785, Class: 0.992558, Obj: 0.046182, No Obj: 0.000048, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741326, Class: 0.999205, Obj: 0.485341, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.702033, Class: 0.998060, Obj: 0.010592, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929335, Class: 0.999750, Obj: 0.775126, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692012, Class: 0.996602, Obj: 0.094608, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805753, Class: 0.996500, Obj: 0.184869, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706821, Class: 0.994823, Obj: 0.128002, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795563, Class: 0.999826, Obj: 0.628026, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774239, Class: 0.996079, Obj: 0.143853, No Obj: 0.000106, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753571, Class: 0.998129, Obj: 0.539268, No Obj: 0.000247, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.896447, Class: 0.995066, Obj: 0.487375, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3064: 0.315197, 0.373771 avg loss, 0.001000 rate, 3.906906 seconds, 196096 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744664, Class: 0.999537, Obj: 0.505329, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697844, Class: 0.996490, Obj: 0.078131, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.655245, Class: 0.999459, Obj: 0.233609, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784000, Class: 0.995779, Obj: 0.188607, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726949, Class: 0.994105, Obj: 0.363498, No Obj: 0.000192, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.748310, Class: 0.998332, Obj: 0.227999, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716972, Class: 0.998483, Obj: 0.633354, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.681610, Class: 0.995218, Obj: 0.070924, No Obj: 0.000081, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586292, Class: 0.992554, Obj: 0.001564, No Obj: 0.000020, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.877847, Class: 0.998430, Obj: 0.513320, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813849, Class: 0.990602, Obj: 0.094132, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.765501, Class: 0.996936, Obj: 0.015182, No Obj: 0.000020, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752892, Class: 0.992881, Obj: 0.140230, No Obj: 0.000091, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625759, Class: 0.998455, Obj: 0.007189, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734814, Class: 0.997805, Obj: 0.112440, No Obj: 0.000047, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3065: 0.421024, 0.378496 avg loss, 0.001000 rate, 3.901932 seconds, 196160 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758133, Class: 0.989655, Obj: 0.015170, No Obj: 0.000019, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875777, Class: 0.983014, Obj: 0.039512, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813046, Class: 0.994461, Obj: 0.103310, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.620834, Class: 0.963162, Obj: 0.151061, No Obj: 0.000306, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831851, Class: 0.999363, Obj: 0.475517, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755838, Class: 0.994302, Obj: 0.029374, No Obj: 0.000046, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851360, Class: 0.999228, Obj: 0.157928, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.521208, Class: 0.996400, Obj: 0.007363, No Obj: 0.000042, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.668279, Class: 0.998556, Obj: 0.854158, No Obj: 0.000560, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.783649, Class: 0.984812, Obj: 0.001173, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687794, Class: 0.995503, Obj: 0.138041, No Obj: 0.000114, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798719, Class: 0.996100, Obj: 0.211616, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.742690, Class: 0.994531, Obj: 0.095877, No Obj: 0.000095, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731250, Class: 0.998879, Obj: 0.085266, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682427, Class: 0.992035, Obj: 0.099558, No Obj: 0.000082, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.510794, Class: 0.985854, Obj: 0.263533, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621510, Class: 0.996508, Obj: 0.005065, No Obj: 0.000019, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3066: 0.483036, 0.388950 avg loss, 0.001000 rate, 3.905796 seconds, 196224 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833256, Class: 0.995309, Obj: 0.302949, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734158, Class: 0.998241, Obj: 0.259338, No Obj: 0.000112, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668727, Class: 0.998744, Obj: 0.004272, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.860093, Class: 0.998225, Obj: 0.221777, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671401, Class: 0.997557, Obj: 0.163748, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757705, Class: 0.984210, Obj: 0.066563, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.713661, Class: 0.996667, Obj: 0.277302, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.729652, Class: 0.990496, Obj: 0.539879, No Obj: 0.000342, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.468641, Class: 0.981703, Obj: 0.001820, No Obj: 0.000046, .5R: 0.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919447, Class: 0.997998, Obj: 0.781339, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811295, Class: 0.992925, Obj: 0.170674, No Obj: 0.000142, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.939660, Class: 0.996794, Obj: 0.516760, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705507, Class: 0.995914, Obj: 0.302464, No Obj: 0.000177, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3067: 0.348214, 0.384877 avg loss, 0.001000 rate, 3.901387 seconds, 196288 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765147, Class: 0.999528, Obj: 0.733501, No Obj: 0.000361, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.751934, Class: 0.994808, Obj: 0.357701, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857524, Class: 0.995113, Obj: 0.221866, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708133, Class: 0.998594, Obj: 0.069009, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717800, Class: 0.994396, Obj: 0.248561, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.661876, Class: 0.996429, Obj: 0.142677, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645120, Class: 0.997530, Obj: 0.398751, No Obj: 0.000091, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704761, Class: 0.994553, Obj: 0.113175, No Obj: 0.000119, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745995, Class: 0.992620, Obj: 0.305431, No Obj: 0.000303, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.889150, Class: 0.997751, Obj: 0.221867, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664111, Class: 0.997694, Obj: 0.411505, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.766991, Class: 0.985674, Obj: 0.040867, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778180, Class: 0.995501, Obj: 0.493142, No Obj: 0.000226, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.759362, Class: 0.993754, Obj: 0.171846, No Obj: 0.000118, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3068: 0.256986, 0.372088 avg loss, 0.001000 rate, 3.904618 seconds, 196352 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.811396, Class: 0.993559, Obj: 0.047833, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865321, Class: 0.999283, Obj: 0.439715, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796066, Class: 0.993143, Obj: 0.105223, No Obj: 0.000128, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845410, Class: 0.999609, Obj: 0.524205, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710064, Class: 0.996441, Obj: 0.214171, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792124, Class: 0.992485, Obj: 0.055710, No Obj: 0.000093, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845420, Class: 0.996516, Obj: 0.392342, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.786478, Class: 0.995546, Obj: 0.451273, No Obj: 0.000145, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000330, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690886, Class: 0.996005, Obj: 0.344189, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.741264, Class: 0.994804, Obj: 0.126682, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.395809, Class: 0.968988, Obj: 0.020316, No Obj: 0.000142, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758902, Class: 0.998302, Obj: 0.039121, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703637, Class: 0.996463, Obj: 0.187203, No Obj: 0.000151, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589675, Class: 0.994862, Obj: 0.141929, No Obj: 0.000145, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3069: 0.406087, 0.375488 avg loss, 0.001000 rate, 3.888180 seconds, 196416 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874547, Class: 0.994371, Obj: 0.010378, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706678, Class: 0.995079, Obj: 0.230847, No Obj: 0.000213, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720644, Class: 0.990703, Obj: 0.105846, No Obj: 0.000231, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762536, Class: 0.996583, Obj: 0.362086, No Obj: 0.000263, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797725, Class: 0.997277, Obj: 0.519971, No Obj: 0.000239, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766688, Class: 0.998216, Obj: 0.153568, No Obj: 0.000144, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664509, Class: 0.983893, Obj: 0.070923, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.646970, Class: 0.990604, Obj: 0.001357, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806340, Class: 0.999796, Obj: 0.795509, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.776728, Class: 0.996955, Obj: 0.383013, No Obj: 0.000261, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.750244, Class: 0.986375, Obj: 0.497341, No Obj: 0.000432, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754336, Class: 0.998165, Obj: 0.468099, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3070: 0.428324, 0.380771 avg loss, 0.001000 rate, 3.900142 seconds, 196480 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873756, Class: 0.997659, Obj: 0.234781, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728854, Class: 0.996716, Obj: 0.446818, No Obj: 0.000157, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795500, Class: 0.997981, Obj: 0.402703, No Obj: 0.000143, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.787701, Class: 0.985751, Obj: 0.118991, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808755, Class: 0.996882, Obj: 0.377119, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836103, Class: 0.999270, Obj: 0.551339, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.522803, Class: 0.975697, Obj: 0.112636, No Obj: 0.000452, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772488, Class: 0.995504, Obj: 0.086628, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809499, Class: 0.998757, Obj: 0.205311, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710107, Class: 0.993774, Obj: 0.173116, No Obj: 0.000144, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.900631, Class: 0.999043, Obj: 0.475865, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3071: 0.241307, 0.366825 avg loss, 0.001000 rate, 3.904093 seconds, 196544 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865281, Class: 0.998957, Obj: 0.016896, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682634, Class: 0.987205, Obj: 0.149151, No Obj: 0.000138, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830143, Class: 0.999602, Obj: 0.682753, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659703, Class: 0.997421, Obj: 0.313625, No Obj: 0.000162, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.540584, Class: 0.998684, Obj: 0.166808, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799592, Class: 0.998887, Obj: 0.016578, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736637, Class: 0.993765, Obj: 0.126177, No Obj: 0.000208, .5R: 0.923077, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925830, Class: 0.998315, Obj: 0.576119, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772684, Class: 0.997420, Obj: 0.128750, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754829, Class: 0.997754, Obj: 0.200836, No Obj: 0.000116, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715017, Class: 0.988402, Obj: 0.141950, No Obj: 0.000148, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786767, Class: 0.997362, Obj: 0.534123, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797645, Class: 0.996852, Obj: 0.296927, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820619, Class: 0.984824, Obj: 0.027918, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3072: 0.444319, 0.374574 avg loss, 0.001000 rate, 3.904633 seconds, 196608 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876649, Class: 0.999600, Obj: 0.904903, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774643, Class: 0.996189, Obj: 0.306704, No Obj: 0.000215, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817865, Class: 0.987170, Obj: 0.130738, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.608851, Class: 0.995391, Obj: 0.036822, No Obj: 0.000112, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830663, Class: 0.998096, Obj: 0.156461, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.684129, Class: 0.997078, Obj: 0.597392, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737674, Class: 0.989676, Obj: 0.053647, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700597, Class: 0.998793, Obj: 0.161180, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.886612, Class: 0.984063, Obj: 0.084074, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778667, Class: 0.994749, Obj: 0.142789, No Obj: 0.000160, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.756889, Class: 0.995258, Obj: 0.168351, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734437, Class: 0.997950, Obj: 0.047132, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.618046, Class: 0.992630, Obj: 0.094051, No Obj: 0.000142, .5R: 0.700000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827567, Class: 0.996207, Obj: 0.337727, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882567, Class: 0.986664, Obj: 0.267229, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.872188, Class: 0.998871, Obj: 0.236811, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3073: 0.506072, 0.387724 avg loss, 0.001000 rate, 3.905690 seconds, 196672 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.703100, Class: 0.987202, Obj: 0.025836, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739508, Class: 0.994264, Obj: 0.317614, No Obj: 0.000159, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.792352, Class: 0.989937, Obj: 0.018311, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883511, Class: 0.997134, Obj: 0.251621, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.884679, Class: 0.995868, Obj: 0.296221, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887402, Class: 0.999193, Obj: 0.964914, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839437, Class: 0.996423, Obj: 0.058879, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767777, Class: 0.992593, Obj: 0.229680, No Obj: 0.000254, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819890, Class: 0.997574, Obj: 0.046222, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.570174, Class: 0.955056, Obj: 0.000073, No Obj: 0.000002, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723687, Class: 0.999181, Obj: 0.037559, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.796763, Class: 0.983068, Obj: 0.165458, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818467, Class: 0.989492, Obj: 0.289659, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.900849, Class: 0.996049, Obj: 0.024448, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.757532, Class: 0.997869, Obj: 0.691339, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787472, Class: 0.995917, Obj: 0.236729, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3074: 0.250394, 0.373991 avg loss, 0.001000 rate, 3.902630 seconds, 196736 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783516, Class: 0.992130, Obj: 0.233517, No Obj: 0.000304, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.755112, Class: 0.997871, Obj: 0.108993, No Obj: 0.000112, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699503, Class: 0.995960, Obj: 0.116920, No Obj: 0.000124, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841659, Class: 0.999141, Obj: 0.403877, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.560155, Class: 0.997762, Obj: 0.274520, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816506, Class: 0.997581, Obj: 0.095101, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899137, Class: 0.995093, Obj: 0.049435, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.626428, Class: 0.997339, Obj: 0.361852, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731519, Class: 0.997543, Obj: 0.004245, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.710152, Class: 0.992735, Obj: 0.152688, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.862511, Class: 0.996465, Obj: 0.365931, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671486, Class: 0.989591, Obj: 0.207917, No Obj: 0.000059, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.732328, Class: 0.997707, Obj: 0.268289, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.635217, Class: 0.996890, Obj: 0.132163, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.766641, Class: 0.997508, Obj: 0.054859, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3075: 0.347764, 0.371368 avg loss, 0.001000 rate, 3.901371 seconds, 196800 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.846559, Class: 0.996319, Obj: 0.070686, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828432, Class: 0.994707, Obj: 0.009917, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756829, Class: 0.997152, Obj: 0.189254, No Obj: 0.000074, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745695, Class: 0.986511, Obj: 0.108159, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712837, Class: 0.995968, Obj: 0.108336, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865875, Class: 0.985708, Obj: 0.471064, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.855640, Class: 0.997996, Obj: 0.175564, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899109, Class: 0.999413, Obj: 0.427177, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770200, Class: 0.994764, Obj: 0.279879, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766131, Class: 0.997835, Obj: 0.201024, No Obj: 0.000063, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.830366, Class: 0.999374, Obj: 0.683967, No Obj: 0.000393, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.837575, Class: 0.999291, Obj: 0.452515, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710031, Class: 0.998488, Obj: 0.791081, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728381, Class: 0.996223, Obj: 0.230220, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893743, Class: 0.999557, Obj: 0.648128, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806827, Class: 0.997004, Obj: 0.069762, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3076: 0.315175, 0.365749 avg loss, 0.001000 rate, 3.902289 seconds, 196864 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785918, Class: 0.997328, Obj: 0.039823, No Obj: 0.000050, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922030, Class: 0.999188, Obj: 0.178549, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760996, Class: 0.998500, Obj: 0.077122, No Obj: 0.000083, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.382697, Class: 0.902463, Obj: 0.000063, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737725, Class: 0.993342, Obj: 0.157638, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.529109, Class: 0.986232, Obj: 0.022471, No Obj: 0.000068, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813924, Class: 0.999681, Obj: 0.045875, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821987, Class: 0.998170, Obj: 0.080824, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758621, Class: 0.997995, Obj: 0.369561, No Obj: 0.000201, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.619178, Class: 0.992913, Obj: 0.015890, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659458, Class: 0.994544, Obj: 0.051579, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713444, Class: 0.997171, Obj: 0.096081, No Obj: 0.000090, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3077: 0.369768, 0.366151 avg loss, 0.001000 rate, 3.902564 seconds, 196928 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.773010, Class: 0.999323, Obj: 0.878482, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772682, Class: 0.998506, Obj: 0.592383, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.830468, Class: 0.999138, Obj: 0.183178, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737160, Class: 0.980005, Obj: 0.023879, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670825, Class: 0.998430, Obj: 0.428469, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822485, Class: 0.993369, Obj: 0.262774, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.509409, Class: 0.943104, Obj: 0.005461, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.769850, Class: 0.998980, Obj: 0.340748, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702230, Class: 0.996378, Obj: 0.268346, No Obj: 0.000119, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820509, Class: 0.997833, Obj: 0.114549, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595159, Class: 0.990628, Obj: 0.020629, No Obj: 0.000050, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830128, Class: 0.997684, Obj: 0.284401, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696760, Class: 0.993986, Obj: 0.147455, No Obj: 0.000127, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674996, Class: 0.999390, Obj: 0.085528, No Obj: 0.000033, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3078: 0.386417, 0.368178 avg loss, 0.001000 rate, 3.907042 seconds, 196992 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862796, Class: 0.992531, Obj: 0.110582, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.430282, Class: 0.987561, Obj: 0.079749, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804721, Class: 0.997267, Obj: 0.349000, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909914, Class: 0.998621, Obj: 0.407140, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710109, Class: 0.995521, Obj: 0.065415, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848283, Class: 0.993650, Obj: 0.548877, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774486, Class: 0.997958, Obj: 0.254083, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873535, Class: 0.988024, Obj: 0.046333, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716763, Class: 0.994999, Obj: 0.156513, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916563, Class: 0.996058, Obj: 0.789302, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756282, Class: 0.998722, Obj: 0.153369, No Obj: 0.000093, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809861, Class: 0.998909, Obj: 0.459315, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.893599, Class: 0.998125, Obj: 0.276150, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702059, Class: 0.996885, Obj: 0.211627, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792357, Class: 0.995875, Obj: 0.131014, No Obj: 0.000081, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3079: 0.301800, 0.361540 avg loss, 0.001000 rate, 3.905921 seconds, 197056 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788939, Class: 0.994794, Obj: 0.076189, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744648, Class: 0.996885, Obj: 0.212873, No Obj: 0.000117, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.641389, Class: 0.997416, Obj: 0.180623, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815389, Class: 0.994749, Obj: 0.070046, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607477, Class: 0.994061, Obj: 0.209348, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.625547, Class: 0.996881, Obj: 0.255376, No Obj: 0.000483, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658827, Class: 0.996983, Obj: 0.162079, No Obj: 0.000112, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645187, Class: 0.996596, Obj: 0.072325, No Obj: 0.000090, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861928, Class: 0.994459, Obj: 0.457579, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.651912, Class: 0.998280, Obj: 0.142168, No Obj: 0.000052, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.818844, Class: 0.996119, Obj: 0.593655, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736745, Class: 0.999412, Obj: 0.272772, No Obj: 0.000336, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780077, Class: 0.997114, Obj: 0.087955, No Obj: 0.000132, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669893, Class: 0.878223, Obj: 0.009118, No Obj: 0.000060, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3080: 0.495010, 0.374887 avg loss, 0.001000 rate, 3.913360 seconds, 197120 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700020, Class: 0.997166, Obj: 0.233697, No Obj: 0.000135, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791123, Class: 0.999425, Obj: 0.101754, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753627, Class: 0.998031, Obj: 0.248520, No Obj: 0.000186, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.810081, Class: 0.987701, Obj: 0.297289, No Obj: 0.000491, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662770, Class: 0.996900, Obj: 0.076798, No Obj: 0.000070, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000345, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875770, Class: 0.993291, Obj: 0.309586, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823586, Class: 0.995438, Obj: 0.226929, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825706, Class: 0.985345, Obj: 0.281460, No Obj: 0.000364, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.708800, Class: 0.995925, Obj: 0.076676, No Obj: 0.000095, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728417, Class: 0.919830, Obj: 0.000049, No Obj: 0.000003, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802210, Class: 0.998588, Obj: 0.217879, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.726932, Class: 0.996945, Obj: 0.082410, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.878476, Class: 0.970629, Obj: 0.033594, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820800, Class: 0.999517, Obj: 0.181887, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.784769, Class: 0.998031, Obj: 0.775676, No Obj: 0.000617, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.777983, Class: 0.989452, Obj: 0.348446, No Obj: 0.000353, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753655, Class: 0.997223, Obj: 0.120570, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3081: 0.426870, 0.380085 avg loss, 0.001000 rate, 3.898888 seconds, 197184 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646759, Class: 0.999911, Obj: 0.490434, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.597538, Class: 0.995001, Obj: 0.028135, No Obj: 0.000111, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.763873, Class: 0.987070, Obj: 0.109437, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798898, Class: 0.997160, Obj: 0.288011, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637122, Class: 0.983960, Obj: 0.412274, No Obj: 0.000302, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760398, Class: 0.997890, Obj: 0.321089, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788117, Class: 0.994845, Obj: 0.620307, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.583178, Class: 0.995470, Obj: 0.267172, No Obj: 0.000100, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833206, Class: 0.996087, Obj: 0.024125, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.841008, Class: 0.997177, Obj: 0.797165, No Obj: 0.000364, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731041, Class: 0.943331, Obj: 0.024792, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.721195, Class: 0.992975, Obj: 0.089992, No Obj: 0.000143, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742649, Class: 0.999649, Obj: 0.598441, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690874, Class: 0.997473, Obj: 0.106487, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704251, Class: 0.998105, Obj: 0.046204, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3082: 0.360086, 0.378085 avg loss, 0.001000 rate, 3.905805 seconds, 197248 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673924, Class: 0.982954, Obj: 0.353023, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755685, Class: 0.988318, Obj: 0.195556, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.663899, Class: 0.997020, Obj: 0.659595, No Obj: 0.000342, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.835553, Class: 0.992981, Obj: 0.719691, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784751, Class: 0.997844, Obj: 0.446388, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.875613, Class: 0.998245, Obj: 0.126378, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815864, Class: 0.992801, Obj: 0.107942, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820619, Class: 0.998068, Obj: 0.228447, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788284, Class: 0.991274, Obj: 0.554516, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651949, Class: 0.995782, Obj: 0.120125, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840200, Class: 0.996233, Obj: 0.328433, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.603337, Class: 0.996111, Obj: 0.400459, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766943, Class: 0.989635, Obj: 0.609639, No Obj: 0.000494, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.879661, Class: 0.997433, Obj: 0.492135, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.760599, Class: 0.989061, Obj: 0.594676, No Obj: 0.000708, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700501, Class: 0.992992, Obj: 0.159217, No Obj: 0.000108, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.766640, Class: 0.996365, Obj: 0.055130, No Obj: 0.000292, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.792630, Class: 0.998200, Obj: 0.040529, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647294, Class: 0.991422, Obj: 0.365522, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3083: 0.260385, 0.366315 avg loss, 0.001000 rate, 3.901977 seconds, 197312 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921853, Class: 0.997189, Obj: 0.971104, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696721, Class: 0.996611, Obj: 0.146749, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674464, Class: 0.999832, Obj: 0.447783, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725861, Class: 0.999537, Obj: 0.099514, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.682405, Class: 0.974265, Obj: 0.010694, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747038, Class: 0.998609, Obj: 0.415451, No Obj: 0.000353, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.664276, Class: 0.996860, Obj: 0.199692, No Obj: 0.000177, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781037, Class: 0.996077, Obj: 0.249179, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702175, Class: 0.996333, Obj: 0.486576, No Obj: 0.000409, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.744581, Class: 0.997762, Obj: 0.003481, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846059, Class: 0.999277, Obj: 0.582024, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854259, Class: 0.996659, Obj: 0.184420, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822965, Class: 0.975571, Obj: 0.064193, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765666, Class: 0.988715, Obj: 0.001346, No Obj: 0.000017, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3084: 0.379072, 0.367591 avg loss, 0.001000 rate, 3.909724 seconds, 197376 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.959891, Class: 0.997374, Obj: 0.541920, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.516298, Class: 0.997535, Obj: 0.007621, No Obj: 0.000037, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919170, Class: 0.994233, Obj: 0.296488, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814764, Class: 0.998590, Obj: 0.322158, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.789612, Class: 0.996888, Obj: 0.004112, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.743999, Class: 0.998292, Obj: 0.868836, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.537839, Class: 0.998901, Obj: 0.036318, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784576, Class: 0.996413, Obj: 0.201244, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773162, Class: 0.995894, Obj: 0.063068, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729974, Class: 0.994768, Obj: 0.191202, No Obj: 0.000119, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715914, Class: 0.996031, Obj: 0.100998, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894583, Class: 0.997703, Obj: 0.759769, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800167, Class: 0.998627, Obj: 0.691786, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3085: 0.256366, 0.356468 avg loss, 0.001000 rate, 3.899290 seconds, 197440 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.564389, Class: 0.957313, Obj: 0.726835, No Obj: 0.000858, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.826676, Class: 0.980842, Obj: 0.058241, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.720060, Class: 0.995632, Obj: 0.069486, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.612359, Class: 0.997812, Obj: 0.855034, No Obj: 0.000372, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721867, Class: 0.978487, Obj: 0.162621, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.781755, Class: 0.992846, Obj: 0.161125, No Obj: 0.000167, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823349, Class: 0.997082, Obj: 0.465923, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.662606, Class: 0.993175, Obj: 0.129721, No Obj: 0.000126, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913329, Class: 0.991923, Obj: 0.164644, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677259, Class: 0.995275, Obj: 0.484852, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641643, Class: 0.991214, Obj: 0.170454, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721382, Class: 0.999030, Obj: 0.140777, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.583530, Class: 0.993834, Obj: 0.126100, No Obj: 0.000035, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886139, Class: 0.989068, Obj: 0.099380, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778618, Class: 0.995094, Obj: 0.283836, No Obj: 0.000172, .5R: 1.000000, .75R: 0.700000, count: 10 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3086: 0.403763, 0.361198 avg loss, 0.001000 rate, 3.924135 seconds, 197504 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799284, Class: 0.996701, Obj: 0.412522, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.876595, Class: 0.996115, Obj: 0.397018, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795681, Class: 0.998834, Obj: 0.709262, No Obj: 0.000277, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842164, Class: 0.994412, Obj: 0.180120, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801111, Class: 0.997285, Obj: 0.266540, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.736409, Class: 0.999050, Obj: 0.541436, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750818, Class: 0.995348, Obj: 0.228660, No Obj: 0.000122, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777471, Class: 0.997928, Obj: 0.360170, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766714, Class: 0.996989, Obj: 0.096843, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723077, Class: 0.995833, Obj: 0.031070, No Obj: 0.000048, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670539, Class: 0.997645, Obj: 0.196001, No Obj: 0.000107, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694262, Class: 0.992474, Obj: 0.026619, No Obj: 0.000029, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3087: 0.327157, 0.357794 avg loss, 0.001000 rate, 3.902611 seconds, 197568 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897764, Class: 0.988228, Obj: 0.079074, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695845, Class: 0.995089, Obj: 0.188938, No Obj: 0.000115, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880808, Class: 0.942152, Obj: 0.000708, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775987, Class: 0.991031, Obj: 0.075183, No Obj: 0.000052, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812932, Class: 0.994470, Obj: 0.012508, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704355, Class: 0.994630, Obj: 0.151269, No Obj: 0.000148, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927865, Class: 0.999335, Obj: 0.840762, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714017, Class: 0.989595, Obj: 0.210009, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863911, Class: 0.990592, Obj: 0.020137, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699886, Class: 0.993105, Obj: 0.059267, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768416, Class: 0.995744, Obj: 0.273393, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672857, Class: 0.997178, Obj: 0.044357, No Obj: 0.000128, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811430, Class: 0.998233, Obj: 0.476893, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901989, Class: 0.999622, Obj: 0.056431, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792231, Class: 0.996188, Obj: 0.182499, No Obj: 0.000125, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3088: 0.498096, 0.371824 avg loss, 0.001000 rate, 3.920998 seconds, 197632 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726502, Class: 0.998471, Obj: 0.321835, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664306, Class: 0.998629, Obj: 0.063290, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830989, Class: 0.994542, Obj: 0.043222, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641855, Class: 0.997934, Obj: 0.289005, No Obj: 0.000167, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561698, Class: 0.992761, Obj: 0.103337, No Obj: 0.000087, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851093, Class: 0.999778, Obj: 0.532924, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713838, Class: 0.996317, Obj: 0.296496, No Obj: 0.000195, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840000, Class: 0.993953, Obj: 0.174438, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777048, Class: 0.997007, Obj: 0.019527, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767950, Class: 0.980753, Obj: 0.239931, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702741, Class: 0.997912, Obj: 0.345541, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809839, Class: 0.999758, Obj: 0.782876, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767815, Class: 0.997982, Obj: 0.098756, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3089: 0.384693, 0.373111 avg loss, 0.001000 rate, 3.903687 seconds, 197696 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746783, Class: 0.998380, Obj: 0.234545, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683971, Class: 0.995510, Obj: 0.063493, No Obj: 0.000071, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666575, Class: 0.997786, Obj: 0.961374, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720492, Class: 0.991423, Obj: 0.058935, No Obj: 0.000091, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.615064, Class: 0.997099, Obj: 0.016816, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.862386, Class: 0.997738, Obj: 0.328431, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764153, Class: 0.994835, Obj: 0.301750, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801062, Class: 0.990101, Obj: 0.037428, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664381, Class: 0.994751, Obj: 0.025376, No Obj: 0.000042, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746542, Class: 0.995653, Obj: 0.078555, No Obj: 0.000129, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536263, Class: 0.993703, Obj: 0.241698, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3090: 0.372975, 0.373097 avg loss, 0.001000 rate, 3.906893 seconds, 197760 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.775227, Class: 0.998657, Obj: 0.398075, No Obj: 0.000648, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801117, Class: 0.996960, Obj: 0.391562, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837576, Class: 0.998807, Obj: 0.337760, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758682, Class: 0.999020, Obj: 0.307779, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829478, Class: 0.999650, Obj: 0.398514, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702619, Class: 0.995727, Obj: 0.371066, No Obj: 0.000222, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774577, Class: 0.996373, Obj: 0.170905, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000642, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810097, Class: 0.994851, Obj: 0.135759, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799819, Class: 0.997980, Obj: 0.321843, No Obj: 0.000209, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897148, Class: 0.989785, Obj: 0.262095, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702298, Class: 0.993832, Obj: 0.112356, No Obj: 0.000136, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.741263, Class: 0.970553, Obj: 0.011021, No Obj: 0.000386, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.833243, Class: 0.999974, Obj: 0.098833, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703619, Class: 0.995003, Obj: 0.091809, No Obj: 0.000145, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775099, Class: 0.999846, Obj: 0.447625, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.871291, Class: 0.997018, Obj: 0.544852, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3091: 0.398736, 0.375661 avg loss, 0.001000 rate, 3.905228 seconds, 197824 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781740, Class: 0.995260, Obj: 0.253620, No Obj: 0.000197, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.819718, Class: 0.997714, Obj: 0.189124, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781708, Class: 0.979602, Obj: 0.011993, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709042, Class: 0.989789, Obj: 0.151057, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736007, Class: 0.994509, Obj: 0.220998, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.567463, Class: 0.995292, Obj: 0.072011, No Obj: 0.000076, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783571, Class: 0.994930, Obj: 0.507879, No Obj: 0.000374, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.913981, Class: 0.999420, Obj: 0.528640, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743092, Class: 0.995285, Obj: 0.063802, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790566, Class: 0.981869, Obj: 0.000488, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892421, Class: 0.999350, Obj: 0.570062, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787348, Class: 0.998013, Obj: 0.350175, No Obj: 0.000137, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836219, Class: 0.991570, Obj: 0.188606, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758311, Class: 0.993555, Obj: 0.035665, No Obj: 0.000050, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.616617, Class: 0.724347, Obj: 0.000010, No Obj: 0.000005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803964, Class: 0.994487, Obj: 0.369530, No Obj: 0.000128, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3092: 0.350096, 0.373105 avg loss, 0.001000 rate, 3.901188 seconds, 197888 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750334, Class: 0.989677, Obj: 0.016487, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824469, Class: 0.999068, Obj: 0.381604, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.835801, Class: 0.996985, Obj: 0.289987, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778950, Class: 0.998324, Obj: 0.090014, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798684, Class: 0.995983, Obj: 0.325360, No Obj: 0.000344, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.907779, Class: 0.998796, Obj: 0.106282, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672767, Class: 0.995735, Obj: 0.096856, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000170, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885526, Class: 0.999283, Obj: 0.634800, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744977, Class: 0.995085, Obj: 0.197100, No Obj: 0.000034, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897183, Class: 0.999678, Obj: 0.736401, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754949, Class: 0.999405, Obj: 0.361927, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813401, Class: 0.993928, Obj: 0.421286, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3093: 0.233224, 0.359117 avg loss, 0.001000 rate, 3.901935 seconds, 197952 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734504, Class: 0.999791, Obj: 0.699736, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717607, Class: 0.993468, Obj: 0.158683, No Obj: 0.000183, .5R: 0.818182, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737172, Class: 0.998814, Obj: 0.446568, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804394, Class: 0.999601, Obj: 0.317767, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.901187, Class: 0.998660, Obj: 0.103689, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.790419, Class: 0.990237, Obj: 0.076441, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.512830, Class: 0.993863, Obj: 0.294840, No Obj: 0.000072, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849362, Class: 0.998239, Obj: 0.163281, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778881, Class: 0.998727, Obj: 0.143313, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752919, Class: 0.999728, Obj: 0.162202, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593959, Class: 0.996122, Obj: 0.108266, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830408, Class: 0.993876, Obj: 0.112613, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672772, Class: 0.995643, Obj: 0.033403, No Obj: 0.000117, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.828706, Class: 0.998990, Obj: 0.238825, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643413, Class: 0.994588, Obj: 0.187568, No Obj: 0.000153, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693436, Class: 0.986096, Obj: 0.053538, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.650353, Class: 0.991813, Obj: 0.010923, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3094: 0.447777, 0.367983 avg loss, 0.001000 rate, 3.916520 seconds, 198016 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639401, Class: 0.998157, Obj: 0.333868, No Obj: 0.000124, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.595497, Class: 0.992092, Obj: 0.223966, No Obj: 0.000532, .5R: 0.750000, .75R: 0.000000, count: 4 Region 94 Avg IOU: 0.784271, Class: 0.998235, Obj: 0.741403, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771578, Class: 0.984648, Obj: 0.009677, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733415, Class: 0.996909, Obj: 0.136068, No Obj: 0.000119, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755038, Class: 0.998282, Obj: 0.454993, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673235, Class: 0.995852, Obj: 0.223718, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.778388, Class: 0.974810, Obj: 0.358712, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814760, Class: 0.995283, Obj: 0.134838, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785157, Class: 0.997600, Obj: 0.209847, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840970, Class: 0.999858, Obj: 0.454074, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831874, Class: 0.997602, Obj: 0.257479, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828736, Class: 0.998815, Obj: 0.248666, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747220, Class: 0.996814, Obj: 0.174405, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3095: 0.351526, 0.366337 avg loss, 0.001000 rate, 3.912116 seconds, 198080 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840047, Class: 0.998768, Obj: 0.594419, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754656, Class: 0.998578, Obj: 0.255528, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.685146, Class: 0.998433, Obj: 0.688735, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739603, Class: 0.994611, Obj: 0.200676, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772141, Class: 0.996045, Obj: 0.003372, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634292, Class: 0.993261, Obj: 0.042776, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816175, Class: 0.994751, Obj: 0.454190, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.760299, Class: 0.999044, Obj: 0.645933, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862084, Class: 0.999558, Obj: 0.539113, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734757, Class: 0.996140, Obj: 0.197616, No Obj: 0.000111, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707627, Class: 0.997918, Obj: 0.011388, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905065, Class: 0.999625, Obj: 0.047958, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810809, Class: 0.997134, Obj: 0.284017, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771720, Class: 0.999021, Obj: 0.630636, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722475, Class: 0.999860, Obj: 0.456226, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3096: 0.290162, 0.358720 avg loss, 0.001000 rate, 3.905665 seconds, 198144 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750149, Class: 0.997417, Obj: 0.404904, No Obj: 0.000169, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732765, Class: 0.999026, Obj: 0.166668, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799119, Class: 0.996330, Obj: 0.147978, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000319, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773924, Class: 0.996825, Obj: 0.266858, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.722357, Class: 0.996326, Obj: 0.145258, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.593793, Class: 0.992916, Obj: 0.003520, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814434, Class: 0.998216, Obj: 0.237833, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761104, Class: 0.997621, Obj: 0.135007, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708317, Class: 0.993871, Obj: 0.013648, No Obj: 0.000106, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834940, Class: 0.997938, Obj: 0.069715, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672684, Class: 0.996455, Obj: 0.240706, No Obj: 0.000123, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823776, Class: 0.998910, Obj: 0.628131, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.690408, Class: 0.998115, Obj: 0.157730, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826319, Class: 0.996837, Obj: 0.055292, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732086, Class: 0.971033, Obj: 0.223383, No Obj: 0.000108, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3097: 0.437621, 0.366610 avg loss, 0.001000 rate, 3.907185 seconds, 198208 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837538, Class: 0.993931, Obj: 0.156220, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744896, Class: 0.998479, Obj: 0.557918, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847995, Class: 0.999418, Obj: 0.721037, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688034, Class: 0.993916, Obj: 0.302340, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844201, Class: 0.994196, Obj: 0.581499, No Obj: 0.000342, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.715637, Class: 0.996539, Obj: 0.203222, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824047, Class: 0.996912, Obj: 0.351711, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.735533, Class: 0.994489, Obj: 0.105524, No Obj: 0.000098, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885533, Class: 0.991625, Obj: 0.141275, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787507, Class: 0.998254, Obj: 0.186041, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794259, Class: 0.998676, Obj: 0.024628, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641716, Class: 0.999536, Obj: 0.429001, No Obj: 0.000075, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897279, Class: 0.999389, Obj: 0.035222, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749003, Class: 0.996790, Obj: 0.193001, No Obj: 0.000112, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.681580, Class: 0.999482, Obj: 0.512222, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801402, Class: 0.995302, Obj: 0.258409, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649076, Class: 0.995960, Obj: 0.110425, No Obj: 0.000096, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3098: 0.389670, 0.368916 avg loss, 0.001000 rate, 3.905971 seconds, 198272 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800144, Class: 0.999405, Obj: 0.034605, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671351, Class: 0.997537, Obj: 0.257724, No Obj: 0.000104, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788405, Class: 0.997908, Obj: 0.082565, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764854, Class: 0.998156, Obj: 0.215203, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758547, Class: 0.997076, Obj: 0.024419, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768916, Class: 0.997450, Obj: 0.060377, No Obj: 0.000074, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663074, Class: 0.995823, Obj: 0.022263, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611789, Class: 0.988902, Obj: 0.072484, No Obj: 0.000075, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820831, Class: 0.996112, Obj: 0.644085, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.840679, Class: 0.994581, Obj: 0.611127, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753467, Class: 0.997561, Obj: 0.152096, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785838, Class: 0.994421, Obj: 0.176064, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704876, Class: 0.997051, Obj: 0.252321, No Obj: 0.000131, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3099: 0.289662, 0.360990 avg loss, 0.001000 rate, 3.902986 seconds, 198336 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.616651, Class: 0.989670, Obj: 0.036185, No Obj: 0.000049, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.757972, Class: 0.993764, Obj: 0.005044, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.872896, Class: 0.989224, Obj: 0.057347, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690288, Class: 0.999724, Obj: 0.062595, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706932, Class: 0.993905, Obj: 0.316132, No Obj: 0.000294, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.788792, Class: 0.997849, Obj: 0.339804, No Obj: 0.000200, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592260, Class: 0.998192, Obj: 0.350728, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.804998, Class: 0.998270, Obj: 0.072265, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699533, Class: 0.992480, Obj: 0.194109, No Obj: 0.000114, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884340, Class: 0.997003, Obj: 0.223585, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.831495, Class: 0.999439, Obj: 0.746869, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.752116, Class: 0.998002, Obj: 0.320800, No Obj: 0.000357, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689013, Class: 0.996794, Obj: 0.356392, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774408, Class: 0.995906, Obj: 0.068599, No Obj: 0.000134, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3100: 0.340676, 0.358959 avg loss, 0.001000 rate, 3.924506 seconds, 198400 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837724, Class: 0.996868, Obj: 0.406528, No Obj: 0.000160, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.693116, Class: 0.999196, Obj: 0.857301, No Obj: 0.000777, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.864778, Class: 0.998265, Obj: 0.723312, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.822883, Class: 0.992071, Obj: 0.031915, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575742, Class: 0.993580, Obj: 0.112609, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697309, Class: 0.998982, Obj: 0.609740, No Obj: 0.000349, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.830782, Class: 0.998624, Obj: 0.050665, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725180, Class: 0.941442, Obj: 0.238782, No Obj: 0.000212, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.637453, Class: 0.998722, Obj: 0.193188, No Obj: 0.000118, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700977, Class: 0.994636, Obj: 0.194292, No Obj: 0.000140, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738589, Class: 0.994845, Obj: 0.264459, No Obj: 0.000209, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806510, Class: 0.998436, Obj: 0.379569, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3101: 0.482356, 0.371299 avg loss, 0.001000 rate, 3.701391 seconds, 198464 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754230, Class: 0.995676, Obj: 0.199117, No Obj: 0.000332, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778168, Class: 0.995007, Obj: 0.297743, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763413, Class: 0.998798, Obj: 0.384203, No Obj: 0.000485, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.714566, Class: 0.998662, Obj: 0.343197, No Obj: 0.000160, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871941, Class: 0.998769, Obj: 0.479739, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715195, Class: 0.994881, Obj: 0.079700, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803367, Class: 0.999468, Obj: 0.603062, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708751, Class: 0.993486, Obj: 0.193177, No Obj: 0.000112, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781312, Class: 0.998239, Obj: 0.279823, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804361, Class: 0.998570, Obj: 0.250420, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886102, Class: 0.999772, Obj: 0.897867, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679343, Class: 0.997307, Obj: 0.024373, No Obj: 0.000052, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3102: 0.314484, 0.365617 avg loss, 0.001000 rate, 3.906696 seconds, 198528 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824374, Class: 0.999234, Obj: 0.611798, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.647109, Class: 0.994894, Obj: 0.153836, No Obj: 0.000154, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.783927, Class: 0.998954, Obj: 0.115637, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758024, Class: 0.994552, Obj: 0.041954, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.810089, Class: 0.997897, Obj: 0.276357, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.863614, Class: 0.999423, Obj: 0.705092, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679303, Class: 0.996884, Obj: 0.089096, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886161, Class: 0.991592, Obj: 0.053862, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806237, Class: 0.993619, Obj: 0.003979, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496889, Class: 0.994080, Obj: 0.015268, No Obj: 0.000047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.708755, Class: 0.984213, Obj: 0.223032, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766806, Class: 0.995063, Obj: 0.119687, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.681824, Class: 0.992191, Obj: 0.045973, No Obj: 0.000037, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789568, Class: 0.999421, Obj: 0.876781, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840792, Class: 0.997829, Obj: 0.077593, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.964806, Class: 0.998461, Obj: 0.206065, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866622, Class: 0.994589, Obj: 0.117842, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.413961, Class: 0.998873, Obj: 0.051250, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3103: 0.407060, 0.369761 avg loss, 0.001000 rate, 3.908820 seconds, 198592 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746022, Class: 0.996637, Obj: 0.037627, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925481, Class: 0.999813, Obj: 0.895070, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830735, Class: 0.998540, Obj: 0.351400, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651484, Class: 0.995880, Obj: 0.102118, No Obj: 0.000125, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.663619, Class: 0.995764, Obj: 0.672679, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.802972, Class: 0.998082, Obj: 0.568351, No Obj: 0.000463, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.766943, Class: 0.997339, Obj: 0.391635, No Obj: 0.000143, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853329, Class: 0.992761, Obj: 0.067241, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647055, Class: 0.996697, Obj: 0.135301, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802208, Class: 0.998004, Obj: 0.544948, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801010, Class: 0.996375, Obj: 0.164718, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739308, Class: 0.996342, Obj: 0.262078, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871933, Class: 0.999479, Obj: 0.446575, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699249, Class: 0.993748, Obj: 0.305860, No Obj: 0.000111, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3104: 0.377471, 0.370532 avg loss, 0.001000 rate, 3.903437 seconds, 198656 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797298, Class: 0.999834, Obj: 0.841811, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.426380, Class: 0.998161, Obj: 0.001182, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804776, Class: 0.997565, Obj: 0.191118, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814521, Class: 0.997378, Obj: 0.012603, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759386, Class: 0.996634, Obj: 0.214495, No Obj: 0.000173, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688632, Class: 0.999152, Obj: 0.140095, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.846953, Class: 0.998631, Obj: 0.132884, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.916999, Class: 0.996434, Obj: 0.487712, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691638, Class: 0.996965, Obj: 0.286502, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831313, Class: 0.997554, Obj: 0.586384, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.836006, Class: 0.995804, Obj: 0.355560, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862469, Class: 0.991875, Obj: 0.165024, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.290785, Class: 0.993480, Obj: 0.000165, No Obj: 0.000006, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819675, Class: 0.996130, Obj: 0.048619, No Obj: 0.000111, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3105: 0.348752, 0.368354 avg loss, 0.001000 rate, 3.903063 seconds, 198720 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834618, Class: 0.995297, Obj: 0.159560, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733257, Class: 0.995396, Obj: 0.149396, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832837, Class: 0.999659, Obj: 0.210571, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786864, Class: 0.993074, Obj: 0.097864, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809893, Class: 0.998727, Obj: 0.351978, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705966, Class: 0.994117, Obj: 0.111302, No Obj: 0.000124, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.445675, Class: 0.996185, Obj: 0.040520, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791851, Class: 0.996706, Obj: 0.258244, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859021, Class: 0.993814, Obj: 0.314097, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.616840, Class: 0.997795, Obj: 0.175781, No Obj: 0.000177, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3106: 0.343171, 0.365836 avg loss, 0.001000 rate, 3.904639 seconds, 198784 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726568, Class: 0.987451, Obj: 0.295661, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752812, Class: 0.997588, Obj: 0.155945, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706042, Class: 0.991982, Obj: 0.001075, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792756, Class: 0.993444, Obj: 0.291567, No Obj: 0.000155, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842107, Class: 0.997743, Obj: 0.114188, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811665, Class: 0.995410, Obj: 0.162227, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768834, Class: 0.996458, Obj: 0.200695, No Obj: 0.000189, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.826985, Class: 0.996947, Obj: 0.301174, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.780943, Class: 0.999358, Obj: 0.177997, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797886, Class: 0.999156, Obj: 0.170521, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717670, Class: 0.994296, Obj: 0.111472, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832904, Class: 0.996003, Obj: 0.138804, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836258, Class: 0.996997, Obj: 0.354274, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3107: 0.366174, 0.365870 avg loss, 0.001000 rate, 3.903174 seconds, 198848 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669408, Class: 0.999534, Obj: 0.163430, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738699, Class: 0.997315, Obj: 0.072409, No Obj: 0.000132, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812074, Class: 0.995506, Obj: 0.434254, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840675, Class: 0.991234, Obj: 0.118039, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761188, Class: 0.997862, Obj: 0.026001, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761088, Class: 0.997651, Obj: 0.130311, No Obj: 0.000117, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825163, Class: 0.998640, Obj: 0.467881, No Obj: 0.000261, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723261, Class: 0.999164, Obj: 0.419567, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760973, Class: 0.994959, Obj: 0.204447, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.581548, Class: 0.998818, Obj: 0.629216, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713391, Class: 0.997361, Obj: 0.246318, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.886784, Class: 0.996009, Obj: 0.327988, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697025, Class: 0.992959, Obj: 0.011760, No Obj: 0.000039, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741343, Class: 0.995194, Obj: 0.403444, No Obj: 0.000272, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.631712, Class: 0.994646, Obj: 0.096484, No Obj: 0.000049, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3108: 0.370179, 0.366301 avg loss, 0.001000 rate, 3.923596 seconds, 198912 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715477, Class: 0.996954, Obj: 0.394211, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812350, Class: 0.994962, Obj: 0.079250, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798789, Class: 0.997360, Obj: 0.277575, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.533223, Class: 0.994273, Obj: 0.114900, No Obj: 0.000091, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733219, Class: 0.994535, Obj: 0.094363, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771914, Class: 0.996440, Obj: 0.604338, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.745702, Class: 0.998338, Obj: 0.384465, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.864139, Class: 0.976753, Obj: 0.009514, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725276, Class: 0.997985, Obj: 0.173525, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803524, Class: 0.995789, Obj: 0.221360, No Obj: 0.000108, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780364, Class: 0.995227, Obj: 0.052684, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734493, Class: 0.996898, Obj: 0.141620, No Obj: 0.000089, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720470, Class: 0.994184, Obj: 0.244221, No Obj: 0.000170, .5R: 0.888889, .75R: 0.555556, count: 9 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3109: 0.402877, 0.369958 avg loss, 0.001000 rate, 3.909775 seconds, 198976 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743036, Class: 0.998694, Obj: 0.022240, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857342, Class: 0.994161, Obj: 0.171754, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.639683, Class: 0.988391, Obj: 0.028348, No Obj: 0.000041, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713190, Class: 0.995218, Obj: 0.046593, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745914, Class: 0.996464, Obj: 0.008539, No Obj: 0.000016, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653250, Class: 0.994971, Obj: 0.016533, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808623, Class: 0.998132, Obj: 0.419901, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746908, Class: 0.998173, Obj: 0.303571, No Obj: 0.000139, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858479, Class: 0.999588, Obj: 0.278979, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.750298, Class: 0.999658, Obj: 0.733033, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720989, Class: 0.996757, Obj: 0.351679, No Obj: 0.000158, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861506, Class: 0.997200, Obj: 0.203398, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822330, Class: 0.996070, Obj: 0.156469, No Obj: 0.000157, .5R: 1.000000, .75R: 0.875000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3110: 0.357488, 0.368711 avg loss, 0.001000 rate, 3.922209 seconds, 199040 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743363, Class: 0.985765, Obj: 0.000079, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739070, Class: 0.993613, Obj: 0.024456, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.680104, Class: 0.982962, Obj: 0.015142, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.869842, Class: 0.997225, Obj: 0.088528, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778481, Class: 0.994876, Obj: 0.352452, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767762, Class: 0.995502, Obj: 0.385058, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826636, Class: 0.999213, Obj: 0.608032, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668458, Class: 0.995931, Obj: 0.144925, No Obj: 0.000080, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689690, Class: 0.996744, Obj: 0.145463, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683964, Class: 0.999888, Obj: 0.021070, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795990, Class: 0.997560, Obj: 0.251372, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.788866, Class: 0.998498, Obj: 0.285069, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676997, Class: 0.996729, Obj: 0.255697, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3111: 0.315858, 0.363426 avg loss, 0.001000 rate, 3.899068 seconds, 199104 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748498, Class: 0.998716, Obj: 0.086183, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824825, Class: 0.992526, Obj: 0.265718, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646520, Class: 0.991148, Obj: 0.074961, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671354, Class: 0.981668, Obj: 0.119104, No Obj: 0.000188, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.879831, Class: 0.996054, Obj: 0.166026, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.768296, Class: 0.999407, Obj: 0.939733, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679088, Class: 0.994962, Obj: 0.100844, No Obj: 0.000129, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676886, Class: 0.998744, Obj: 0.014126, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798961, Class: 0.998259, Obj: 0.287109, No Obj: 0.000174, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.717856, Class: 0.997937, Obj: 0.040297, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.824795, Class: 0.999501, Obj: 0.536442, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.713274, Class: 0.993433, Obj: 0.084130, No Obj: 0.000203, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.865996, Class: 0.999018, Obj: 0.302653, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784616, Class: 0.992196, Obj: 0.047316, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633812, Class: 0.992017, Obj: 0.053867, No Obj: 0.000105, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633476, Class: 0.997737, Obj: 0.044570, No Obj: 0.000073, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3112: 0.508794, 0.377963 avg loss, 0.001000 rate, 3.919432 seconds, 199168 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726116, Class: 0.996318, Obj: 0.143680, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.570095, Class: 0.998788, Obj: 0.223023, No Obj: 0.000110, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852153, Class: 0.999436, Obj: 0.111332, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748923, Class: 0.998009, Obj: 0.017756, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773017, Class: 0.994920, Obj: 0.030684, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804592, Class: 0.998697, Obj: 0.208166, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774692, Class: 0.998161, Obj: 0.231643, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.725951, Class: 0.981461, Obj: 0.037764, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.766158, Class: 0.987059, Obj: 0.198974, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.770428, Class: 0.995816, Obj: 0.206832, No Obj: 0.000269, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783751, Class: 0.998392, Obj: 0.160519, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844152, Class: 0.998894, Obj: 0.569740, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781519, Class: 0.987245, Obj: 0.046107, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811013, Class: 0.997698, Obj: 0.054119, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3113: 0.278501, 0.368017 avg loss, 0.001000 rate, 3.918073 seconds, 199232 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.862886, Class: 0.996153, Obj: 0.695646, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563788, Class: 0.997295, Obj: 0.168414, No Obj: 0.000065, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762404, Class: 0.996993, Obj: 0.111676, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860803, Class: 0.996478, Obj: 0.191010, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.746917, Class: 0.996271, Obj: 0.008426, No Obj: 0.000346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801463, Class: 0.997673, Obj: 0.211127, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778995, Class: 0.998220, Obj: 0.003481, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888406, Class: 0.993077, Obj: 0.218823, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.299282, Class: 0.998853, Obj: 0.123536, No Obj: 0.000100, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910938, Class: 0.996758, Obj: 0.576130, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726019, Class: 0.999598, Obj: 0.361421, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.664131, Class: 0.998299, Obj: 0.525209, No Obj: 0.000312, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621547, Class: 0.997283, Obj: 0.235167, No Obj: 0.000115, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827076, Class: 0.998644, Obj: 0.635479, No Obj: 0.000366, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3114: 0.269080, 0.358123 avg loss, 0.001000 rate, 3.925383 seconds, 199296 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910535, Class: 0.992918, Obj: 0.033977, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694677, Class: 0.996052, Obj: 0.254511, No Obj: 0.000134, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730623, Class: 0.996873, Obj: 0.006411, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757575, Class: 0.986470, Obj: 0.074004, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.887672, Class: 0.998157, Obj: 0.303126, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730539, Class: 0.995470, Obj: 0.200690, No Obj: 0.000107, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846830, Class: 0.999693, Obj: 0.594189, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.637952, Class: 0.969554, Obj: 0.576683, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765850, Class: 0.998077, Obj: 0.214455, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708274, Class: 0.995471, Obj: 0.297514, No Obj: 0.000168, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.857645, Class: 0.998735, Obj: 0.446466, No Obj: 0.000544, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.808140, Class: 0.999629, Obj: 0.049368, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.690055, Class: 0.987976, Obj: 0.041453, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3115: 0.268547, 0.349165 avg loss, 0.001000 rate, 3.913236 seconds, 199360 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.370034, Class: 0.955378, Obj: 0.000011, No Obj: 0.000008, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759184, Class: 0.994203, Obj: 0.203294, No Obj: 0.000161, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636858, Class: 0.990152, Obj: 0.026173, No Obj: 0.000083, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843712, Class: 0.996311, Obj: 0.496048, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805367, Class: 0.999169, Obj: 0.007916, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.878289, Class: 0.988563, Obj: 0.467756, No Obj: 0.000444, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.740559, Class: 0.997189, Obj: 0.370391, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747180, Class: 0.997633, Obj: 0.208258, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743593, Class: 0.992287, Obj: 0.507256, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781031, Class: 0.998335, Obj: 0.293626, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670215, Class: 0.998419, Obj: 0.152370, No Obj: 0.000078, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670028, Class: 0.994224, Obj: 0.206957, No Obj: 0.000115, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.949366, Class: 0.995304, Obj: 0.202633, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716142, Class: 0.994855, Obj: 0.062096, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3116: 0.363342, 0.350583 avg loss, 0.001000 rate, 3.925423 seconds, 199424 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749148, Class: 0.997303, Obj: 0.341067, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713814, Class: 0.995310, Obj: 0.040252, No Obj: 0.000092, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671025, Class: 0.995229, Obj: 0.224307, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806725, Class: 0.999536, Obj: 0.059950, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744995, Class: 0.995617, Obj: 0.061757, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806939, Class: 0.993906, Obj: 0.157251, No Obj: 0.000286, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725133, Class: 0.994498, Obj: 0.083386, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822466, Class: 0.998175, Obj: 0.136188, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.601952, Class: 0.994555, Obj: 0.094378, No Obj: 0.000053, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669163, Class: 0.995126, Obj: 0.274689, No Obj: 0.000098, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724120, Class: 0.991833, Obj: 0.044381, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.835576, Class: 0.998076, Obj: 0.465759, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3117: 0.366841, 0.352209 avg loss, 0.001000 rate, 3.911846 seconds, 199488 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734206, Class: 0.997135, Obj: 0.084278, No Obj: 0.000029, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822795, Class: 0.995760, Obj: 0.458492, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622094, Class: 0.990063, Obj: 0.148778, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.673205, Class: 0.981724, Obj: 0.042390, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788084, Class: 0.999417, Obj: 0.712186, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757309, Class: 0.997789, Obj: 0.485827, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735934, Class: 0.998856, Obj: 0.256003, No Obj: 0.000101, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.746825, Class: 0.998128, Obj: 0.257664, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.909294, Class: 0.999606, Obj: 0.600249, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622827, Class: 0.992860, Obj: 0.010128, No Obj: 0.000051, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876001, Class: 0.998512, Obj: 0.650436, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.562949, Class: 0.994690, Obj: 0.056953, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877020, Class: 0.999721, Obj: 0.217517, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853937, Class: 0.998978, Obj: 0.111320, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854600, Class: 0.999357, Obj: 0.433707, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769913, Class: 0.997634, Obj: 0.025134, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3118: 0.301315, 0.347120 avg loss, 0.001000 rate, 3.913173 seconds, 199552 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831695, Class: 0.998555, Obj: 0.031119, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720141, Class: 0.997777, Obj: 0.073096, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.877696, Class: 0.985907, Obj: 0.057824, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680176, Class: 0.999427, Obj: 0.566463, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829329, Class: 0.998360, Obj: 0.467510, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.661118, Class: 0.992158, Obj: 0.000979, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768057, Class: 0.997413, Obj: 0.139047, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730810, Class: 0.999764, Obj: 0.342211, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781109, Class: 0.998012, Obj: 0.097462, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687504, Class: 0.991491, Obj: 0.008208, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.813012, Class: 0.998507, Obj: 0.291678, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715911, Class: 0.996160, Obj: 0.173249, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3119: 0.258341, 0.338242 avg loss, 0.001000 rate, 3.904524 seconds, 199616 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.863271, Class: 0.997314, Obj: 0.192225, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689295, Class: 0.996071, Obj: 0.175240, No Obj: 0.000135, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000283, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851783, Class: 0.997612, Obj: 0.655292, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817610, Class: 0.999246, Obj: 0.740474, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717851, Class: 0.987532, Obj: 0.011653, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.755874, Class: 0.996963, Obj: 0.098955, No Obj: 0.000087, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900311, Class: 0.997205, Obj: 0.354016, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667240, Class: 0.995831, Obj: 0.102444, No Obj: 0.000033, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824981, Class: 0.991469, Obj: 0.112254, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.823282, Class: 0.995254, Obj: 0.360325, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.988146, Class: 0.996774, Obj: 0.249117, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725449, Class: 0.993763, Obj: 0.000028, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803140, Class: 0.999900, Obj: 0.545850, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.551023, Class: 0.997454, Obj: 0.027705, No Obj: 0.000030, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698736, Class: 0.995236, Obj: 0.091026, No Obj: 0.000092, .5R: 0.888889, .75R: 0.444444, count: 9 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3120: 0.409045, 0.345322 avg loss, 0.001000 rate, 3.911817 seconds, 199680 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933710, Class: 0.999527, Obj: 0.738663, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723514, Class: 0.995196, Obj: 0.088892, No Obj: 0.000083, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802387, Class: 0.993524, Obj: 0.345927, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.804015, Class: 0.998511, Obj: 0.345804, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.588475, Class: 0.952119, Obj: 0.040616, No Obj: 0.000113, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.768575, Class: 0.989100, Obj: 0.120325, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794767, Class: 0.998210, Obj: 0.135308, No Obj: 0.000044, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781960, Class: 0.979753, Obj: 0.205778, No Obj: 0.000210, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.750895, Class: 0.995854, Obj: 0.062562, No Obj: 0.000098, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839051, Class: 0.993301, Obj: 0.506028, No Obj: 0.000469, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.765412, Class: 0.996463, Obj: 0.190598, No Obj: 0.000070, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.740599, Class: 0.999169, Obj: 0.343559, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711140, Class: 0.996179, Obj: 0.116918, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597539, Class: 0.996420, Obj: 0.081450, No Obj: 0.000017, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779536, Class: 0.997132, Obj: 0.278199, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3121: 0.442042, 0.354994 avg loss, 0.001000 rate, 3.928285 seconds, 199744 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676187, Class: 0.993833, Obj: 0.019935, No Obj: 0.000254, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830111, Class: 0.995418, Obj: 0.203021, No Obj: 0.000086, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.780347, Class: 0.960786, Obj: 0.000154, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688173, Class: 0.993108, Obj: 0.083211, No Obj: 0.000155, .5R: 1.000000, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861949, Class: 0.998084, Obj: 0.285913, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841829, Class: 0.999529, Obj: 0.776089, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803151, Class: 0.996310, Obj: 0.161575, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725976, Class: 0.996269, Obj: 0.287786, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840352, Class: 0.999118, Obj: 0.121554, No Obj: 0.000073, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781154, Class: 0.998757, Obj: 0.631568, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799543, Class: 0.998582, Obj: 0.224036, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3122: 0.295080, 0.349003 avg loss, 0.001000 rate, 3.915178 seconds, 199808 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.642521, Class: 0.996272, Obj: 0.598522, No Obj: 0.000243, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815660, Class: 0.999103, Obj: 0.702363, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767261, Class: 0.994178, Obj: 0.335424, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909153, Class: 0.999789, Obj: 0.161047, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813487, Class: 0.998530, Obj: 0.259449, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887793, Class: 0.998518, Obj: 0.129481, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808490, Class: 0.998091, Obj: 0.185309, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786957, Class: 0.998526, Obj: 0.656982, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813773, Class: 0.997718, Obj: 0.141040, No Obj: 0.000103, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746394, Class: 0.982323, Obj: 0.065994, No Obj: 0.000268, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.861268, Class: 0.996448, Obj: 0.111419, No Obj: 0.000089, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807081, Class: 0.995862, Obj: 0.579819, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780152, Class: 0.993686, Obj: 0.144031, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837090, Class: 0.996190, Obj: 0.283787, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3123: 0.256227, 0.339725 avg loss, 0.001000 rate, 3.921960 seconds, 199872 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803478, Class: 0.996777, Obj: 0.375221, No Obj: 0.000471, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.726591, Class: 0.998744, Obj: 0.032546, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644463, Class: 0.998487, Obj: 0.278811, No Obj: 0.000124, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.819465, Class: 0.968463, Obj: 0.000100, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804662, Class: 0.998232, Obj: 0.380133, No Obj: 0.000146, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802395, Class: 0.989998, Obj: 0.357307, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758370, Class: 0.993744, Obj: 0.123358, No Obj: 0.000062, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.925878, Class: 0.998790, Obj: 0.703042, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860501, Class: 0.997824, Obj: 0.071446, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779922, Class: 0.997965, Obj: 0.266455, No Obj: 0.000146, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.883684, Class: 0.998882, Obj: 0.248438, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.639129, Class: 0.993758, Obj: 0.370155, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783756, Class: 0.997356, Obj: 0.113034, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871410, Class: 0.997454, Obj: 0.849435, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732727, Class: 0.994980, Obj: 0.097378, No Obj: 0.000110, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825367, Class: 0.994424, Obj: 0.453272, No Obj: 0.000392, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.584318, Class: 0.997518, Obj: 0.139989, No Obj: 0.000110, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3124: 0.439757, 0.349728 avg loss, 0.001000 rate, 3.927196 seconds, 199936 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.749020, Class: 0.999000, Obj: 0.444777, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.748483, Class: 0.997752, Obj: 0.023120, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720248, Class: 0.995617, Obj: 0.205271, No Obj: 0.000233, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839449, Class: 0.989498, Obj: 0.388664, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764791, Class: 0.997841, Obj: 0.168973, No Obj: 0.000119, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.755823, Class: 0.998784, Obj: 0.788591, No Obj: 0.000523, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786374, Class: 0.999640, Obj: 0.065039, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791338, Class: 0.997863, Obj: 0.354692, No Obj: 0.000198, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806234, Class: 0.998243, Obj: 0.312655, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.738049, Class: 0.993590, Obj: 0.799149, No Obj: 0.000462, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751402, Class: 0.996611, Obj: 0.084616, No Obj: 0.000105, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797341, Class: 0.999792, Obj: 0.933844, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684831, Class: 0.995278, Obj: 0.158171, No Obj: 0.000100, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862606, Class: 0.998769, Obj: 0.203465, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.661760, Class: 0.993251, Obj: 0.744998, No Obj: 0.000475, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.811288, Class: 0.999744, Obj: 0.447604, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772960, Class: 0.993775, Obj: 0.234102, No Obj: 0.000147, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3125: 0.410714, 0.355827 avg loss, 0.001000 rate, 3.919072 seconds, 200000 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.857074, Class: 0.988332, Obj: 0.613451, No Obj: 0.000913, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.860390, Class: 0.999952, Obj: 0.888704, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712238, Class: 0.996901, Obj: 0.073424, No Obj: 0.000154, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796701, Class: 0.994648, Obj: 0.253545, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805610, Class: 0.996814, Obj: 0.355038, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824712, Class: 0.997238, Obj: 0.045538, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779833, Class: 0.990284, Obj: 0.002255, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784738, Class: 0.998861, Obj: 0.185010, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887945, Class: 0.999308, Obj: 0.153699, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.705842, Class: 0.992253, Obj: 0.177168, No Obj: 0.000242, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798384, Class: 0.997881, Obj: 0.043466, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706507, Class: 0.995254, Obj: 0.211871, No Obj: 0.000083, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000321, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739667, Class: 0.999321, Obj: 0.530391, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.848743, Class: 0.996446, Obj: 0.228380, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3126: 0.395073, 0.359751 avg loss, 0.001000 rate, 3.915852 seconds, 200064 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879190, Class: 0.998706, Obj: 0.382489, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.784909, Class: 0.998423, Obj: 0.255808, No Obj: 0.000209, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729179, Class: 0.999572, Obj: 0.049550, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770514, Class: 0.996510, Obj: 0.245582, No Obj: 0.000178, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868670, Class: 0.998498, Obj: 0.683659, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.688707, Class: 0.999083, Obj: 0.294878, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852799, Class: 0.998755, Obj: 0.565478, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706208, Class: 0.996436, Obj: 0.204164, No Obj: 0.000118, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802456, Class: 0.994656, Obj: 0.186063, No Obj: 0.000206, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815894, Class: 0.998035, Obj: 0.338157, No Obj: 0.000259, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.763628, Class: 0.997187, Obj: 0.720465, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602995, Class: 0.997991, Obj: 0.437468, No Obj: 0.000087, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874855, Class: 0.999786, Obj: 0.556857, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801500, Class: 0.998481, Obj: 0.357817, No Obj: 0.000164, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3127: 0.330582, 0.356834 avg loss, 0.001000 rate, 3.917985 seconds, 200128 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.863741, Class: 0.987413, Obj: 0.173348, No Obj: 0.000470, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762911, Class: 0.996188, Obj: 0.122739, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.618449, Class: 0.996632, Obj: 0.085800, No Obj: 0.000152, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836474, Class: 0.999534, Obj: 0.061495, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743422, Class: 0.999390, Obj: 0.395820, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776447, Class: 0.998857, Obj: 0.000712, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644754, Class: 0.999650, Obj: 0.109904, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.607198, Class: 0.999922, Obj: 0.129612, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725573, Class: 0.997553, Obj: 0.326453, No Obj: 0.000204, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788623, Class: 0.993735, Obj: 0.468902, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805072, Class: 0.996603, Obj: 0.155295, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715928, Class: 0.999695, Obj: 0.032844, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752981, Class: 0.997468, Obj: 0.145900, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739817, Class: 0.992101, Obj: 0.119082, No Obj: 0.000067, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731715, Class: 0.990471, Obj: 0.145637, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3128: 0.333031, 0.354454 avg loss, 0.001000 rate, 3.902621 seconds, 200192 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.685465, Class: 0.994390, Obj: 0.002371, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.841628, Class: 0.999620, Obj: 0.665939, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708140, Class: 0.993353, Obj: 0.109050, No Obj: 0.000144, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849651, Class: 0.993399, Obj: 0.195108, No Obj: 0.000292, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.835116, Class: 0.998685, Obj: 0.301623, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447341, Class: 0.996517, Obj: 0.006129, No Obj: 0.000066, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910320, Class: 0.994263, Obj: 0.611879, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846783, Class: 0.995762, Obj: 0.296412, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703820, Class: 0.990549, Obj: 0.148895, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.814376, Class: 0.998659, Obj: 0.367661, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819310, Class: 0.996487, Obj: 0.037810, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579810, Class: 0.994260, Obj: 0.094541, No Obj: 0.000095, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844177, Class: 0.996596, Obj: 0.110543, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778927, Class: 0.983580, Obj: 0.038151, No Obj: 0.000055, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3129: 0.410323, 0.360041 avg loss, 0.001000 rate, 3.909977 seconds, 200256 images Loaded: 0.000086 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685464, Class: 0.991419, Obj: 0.064358, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729342, Class: 0.992787, Obj: 0.027136, No Obj: 0.000056, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772033, Class: 0.994348, Obj: 0.333957, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.763199, Class: 0.992767, Obj: 0.045419, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.881675, Class: 0.997578, Obj: 0.248094, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742542, Class: 0.993931, Obj: 0.012197, No Obj: 0.000016, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805717, Class: 0.991552, Obj: 0.384040, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.886561, Class: 0.999779, Obj: 0.312282, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843940, Class: 0.994996, Obj: 0.383292, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710824, Class: 0.996670, Obj: 0.018477, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836588, Class: 0.995186, Obj: 0.498710, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.836651, Class: 0.998841, Obj: 0.151425, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875892, Class: 0.998526, Obj: 0.687148, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693458, Class: 0.996914, Obj: 0.248083, No Obj: 0.000072, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757827, Class: 0.995919, Obj: 0.145459, No Obj: 0.000076, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3130: 0.310886, 0.355126 avg loss, 0.001000 rate, 3.923076 seconds, 200320 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.725757, Class: 0.999154, Obj: 0.048170, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.864555, Class: 0.990549, Obj: 0.060348, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737503, Class: 0.997128, Obj: 0.292747, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843448, Class: 0.982914, Obj: 0.143438, No Obj: 0.000277, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.609681, Class: 0.996158, Obj: 0.001825, No Obj: 0.000036, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795412, Class: 0.992918, Obj: 0.140495, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.932451, Class: 0.998416, Obj: 0.133298, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869909, Class: 0.999016, Obj: 0.131226, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754341, Class: 0.996236, Obj: 0.052648, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.572577, Class: 0.990447, Obj: 0.003411, No Obj: 0.000036, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756618, Class: 0.994053, Obj: 0.023413, No Obj: 0.000045, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690670, Class: 0.985880, Obj: 0.004288, No Obj: 0.000008, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.854284, Class: 0.994863, Obj: 0.040493, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.508418, Class: 0.994280, Obj: 0.001794, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3131: 0.321491, 0.351762 avg loss, 0.001000 rate, 3.928720 seconds, 200384 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840964, Class: 0.997168, Obj: 0.450640, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.783637, Class: 0.998279, Obj: 0.182898, No Obj: 0.000167, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908630, Class: 0.997527, Obj: 0.562934, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765556, Class: 0.993367, Obj: 0.204279, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738904, Class: 0.994721, Obj: 0.049686, No Obj: 0.000036, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751462, Class: 0.996238, Obj: 0.536150, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.633436, Class: 0.997262, Obj: 0.059821, No Obj: 0.000043, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854986, Class: 0.998860, Obj: 0.726937, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740621, Class: 0.995989, Obj: 0.050459, No Obj: 0.000038, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664319, Class: 0.996380, Obj: 0.323717, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824090, Class: 0.991511, Obj: 0.033075, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804816, Class: 0.996023, Obj: 0.821589, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688782, Class: 0.987715, Obj: 0.002966, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.773932, Class: 0.998562, Obj: 0.214347, No Obj: 0.000388, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.829086, Class: 0.991278, Obj: 0.431891, No Obj: 0.000418, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.872684, Class: 0.994766, Obj: 0.089166, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3132: 0.337019, 0.350288 avg loss, 0.001000 rate, 3.926567 seconds, 200448 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787631, Class: 0.999190, Obj: 0.784880, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763011, Class: 0.997523, Obj: 0.076616, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734576, Class: 0.996986, Obj: 0.089285, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709133, Class: 0.997694, Obj: 0.276781, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.607252, Class: 0.994200, Obj: 0.081155, No Obj: 0.000053, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765292, Class: 0.992350, Obj: 0.511660, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880399, Class: 0.997878, Obj: 0.099605, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783105, Class: 0.993537, Obj: 0.192985, No Obj: 0.000087, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.862471, Class: 0.996195, Obj: 0.020716, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.917675, Class: 0.998227, Obj: 0.238769, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798681, Class: 0.997031, Obj: 0.185553, No Obj: 0.000111, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780614, Class: 0.994570, Obj: 0.094438, No Obj: 0.000022, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911244, Class: 0.992703, Obj: 0.848235, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758340, Class: 0.997971, Obj: 0.146439, No Obj: 0.000069, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3133: 0.385630, 0.353822 avg loss, 0.001000 rate, 3.913428 seconds, 200512 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919847, Class: 0.998319, Obj: 0.210594, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798435, Class: 0.998502, Obj: 0.287684, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906410, Class: 0.998291, Obj: 0.548886, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645809, Class: 0.993672, Obj: 0.140889, No Obj: 0.000107, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825485, Class: 0.995911, Obj: 0.585969, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750524, Class: 0.994982, Obj: 0.131707, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828884, Class: 0.992557, Obj: 0.744956, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807245, Class: 0.996625, Obj: 0.168479, No Obj: 0.000108, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.792478, Class: 0.985367, Obj: 0.408632, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.845156, Class: 0.994746, Obj: 0.659134, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790117, Class: 0.992899, Obj: 0.186392, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683133, Class: 0.996040, Obj: 0.286731, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718197, Class: 0.994503, Obj: 0.116852, No Obj: 0.000058, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796554, Class: 0.999246, Obj: 0.787877, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798060, Class: 0.995230, Obj: 0.177923, No Obj: 0.000109, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3134: 0.377974, 0.356237 avg loss, 0.001000 rate, 3.932400 seconds, 200576 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870358, Class: 0.998586, Obj: 0.635859, No Obj: 0.000396, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699473, Class: 0.993367, Obj: 0.103971, No Obj: 0.000129, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.666110, Class: 0.996044, Obj: 0.238745, No Obj: 0.000165, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883465, Class: 0.997498, Obj: 0.508458, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.760160, Class: 0.997361, Obj: 0.243924, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.858155, Class: 0.989168, Obj: 0.328887, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662345, Class: 0.994741, Obj: 0.172802, No Obj: 0.000104, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783299, Class: 0.994509, Obj: 0.265702, No Obj: 0.000091, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800808, Class: 0.999885, Obj: 0.894474, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749619, Class: 0.997131, Obj: 0.206658, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772360, Class: 0.995300, Obj: 0.852004, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.537540, Class: 0.944858, Obj: 0.021144, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722036, Class: 0.999886, Obj: 0.011987, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825357, Class: 0.992000, Obj: 0.108350, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3135: 0.378855, 0.358499 avg loss, 0.001000 rate, 3.927404 seconds, 200640 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658822, Class: 0.999258, Obj: 0.432096, No Obj: 0.000160, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780112, Class: 0.988714, Obj: 0.126490, No Obj: 0.000556, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.774246, Class: 0.998196, Obj: 0.608100, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741245, Class: 0.997377, Obj: 0.327870, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775557, Class: 0.997777, Obj: 0.494089, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000294, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850629, Class: 0.988503, Obj: 0.055310, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674236, Class: 0.978463, Obj: 0.312765, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789666, Class: 0.994799, Obj: 0.425592, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840091, Class: 0.997899, Obj: 0.356690, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738766, Class: 0.995133, Obj: 0.398717, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765166, Class: 0.998879, Obj: 0.188887, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935080, Class: 0.999192, Obj: 0.103617, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739866, Class: 0.994519, Obj: 0.055410, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3136: 0.316527, 0.354302 avg loss, 0.001000 rate, 3.925411 seconds, 200704 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904606, Class: 0.993060, Obj: 0.379421, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773628, Class: 0.939685, Obj: 0.001061, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765675, Class: 0.997255, Obj: 0.165938, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.771510, Class: 0.995816, Obj: 0.220977, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747498, Class: 0.998342, Obj: 0.521083, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768514, Class: 0.996312, Obj: 0.101894, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732148, Class: 0.992883, Obj: 0.296363, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798105, Class: 0.996029, Obj: 0.359736, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.698451, Class: 0.997111, Obj: 0.309813, No Obj: 0.000259, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727417, Class: 0.999702, Obj: 0.589299, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.852607, Class: 0.997206, Obj: 0.274899, No Obj: 0.000197, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.904893, Class: 0.998112, Obj: 0.182809, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3137: 0.301848, 0.349056 avg loss, 0.001000 rate, 3.921687 seconds, 200768 images Loaded: 0.000053 seconds Region 82 Avg IOU: 0.845506, Class: 0.998954, Obj: 0.037755, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828643, Class: 0.999519, Obj: 0.963107, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685127, Class: 0.996123, Obj: 0.132244, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.786482, Class: 0.993443, Obj: 0.405948, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.857159, Class: 0.995792, Obj: 0.529281, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699443, Class: 0.996666, Obj: 0.248134, No Obj: 0.000228, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808459, Class: 0.996802, Obj: 0.411038, No Obj: 0.000158, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848780, Class: 0.996789, Obj: 0.534769, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.794317, Class: 0.998649, Obj: 0.290042, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814146, Class: 0.996804, Obj: 0.528208, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726932, Class: 0.994251, Obj: 0.266575, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888797, Class: 0.991173, Obj: 0.073058, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748755, Class: 0.999067, Obj: 0.185166, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902853, Class: 0.987665, Obj: 0.085392, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625139, Class: 0.995391, Obj: 0.181217, No Obj: 0.000126, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770964, Class: 0.997514, Obj: 0.282724, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3138: 0.357786, 0.349929 avg loss, 0.001000 rate, 3.911107 seconds, 200832 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.697457, Class: 0.994358, Obj: 0.059594, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.810258, Class: 0.988931, Obj: 0.026846, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761591, Class: 0.993056, Obj: 0.056735, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858613, Class: 0.997200, Obj: 0.259124, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844596, Class: 0.997286, Obj: 0.565295, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790421, Class: 0.995834, Obj: 0.110906, No Obj: 0.000147, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829312, Class: 0.991984, Obj: 0.640762, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801743, Class: 0.995072, Obj: 0.140041, No Obj: 0.000152, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815008, Class: 0.989618, Obj: 0.526937, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664260, Class: 0.994148, Obj: 0.000500, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.662880, Class: 0.997943, Obj: 0.231932, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.751996, Class: 0.993830, Obj: 0.000377, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852243, Class: 0.998173, Obj: 0.275943, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839515, Class: 0.996026, Obj: 0.227966, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3139: 0.225507, 0.337487 avg loss, 0.001000 rate, 3.915651 seconds, 200896 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880501, Class: 0.996013, Obj: 0.538309, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709943, Class: 0.993262, Obj: 0.025577, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863243, Class: 0.996892, Obj: 0.436391, No Obj: 0.000556, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.703597, Class: 0.995086, Obj: 0.258133, No Obj: 0.000152, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.680832, Class: 0.999507, Obj: 0.636516, No Obj: 0.000552, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.836546, Class: 0.997894, Obj: 0.006228, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643369, Class: 0.994320, Obj: 0.041982, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745134, Class: 0.997650, Obj: 0.337534, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851111, Class: 0.998404, Obj: 0.347712, No Obj: 0.000461, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.661855, Class: 0.995648, Obj: 0.054587, No Obj: 0.000141, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.888110, Class: 0.999675, Obj: 0.543412, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.562068, Class: 0.992440, Obj: 0.348621, No Obj: 0.000324, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.895105, Class: 0.999928, Obj: 0.597376, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810660, Class: 0.997995, Obj: 0.182254, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828998, Class: 0.999333, Obj: 0.773234, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845442, Class: 0.998223, Obj: 0.361852, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3140: 0.357219, 0.339460 avg loss, 0.001000 rate, 3.924126 seconds, 200960 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.846986, Class: 0.997881, Obj: 0.626929, No Obj: 0.000397, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702815, Class: 0.992240, Obj: 0.086867, No Obj: 0.000074, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936617, Class: 0.989993, Obj: 0.070753, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.576222, Class: 0.991915, Obj: 0.179721, No Obj: 0.000094, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804448, Class: 0.996455, Obj: 0.454909, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683585, Class: 0.995014, Obj: 0.154355, No Obj: 0.000148, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853002, Class: 0.995035, Obj: 0.057444, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749864, Class: 0.994558, Obj: 0.202264, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774686, Class: 0.996432, Obj: 0.006362, No Obj: 0.000004, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.891870, Class: 0.999471, Obj: 0.026592, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720536, Class: 0.990987, Obj: 0.032277, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769594, Class: 0.998959, Obj: 0.564128, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.600042, Class: 0.994994, Obj: 0.081579, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743614, Class: 0.997497, Obj: 0.015443, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3141: 0.366048, 0.342119 avg loss, 0.001000 rate, 3.913244 seconds, 201024 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.833549, Class: 0.998418, Obj: 0.816882, No Obj: 0.000387, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.642644, Class: 0.995523, Obj: 0.392535, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739447, Class: 0.997073, Obj: 0.330608, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827227, Class: 0.996170, Obj: 0.097381, No Obj: 0.000122, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.666815, Class: 0.993534, Obj: 0.043441, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.797290, Class: 0.998924, Obj: 0.216629, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915555, Class: 0.993764, Obj: 0.418505, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755228, Class: 0.996371, Obj: 0.154165, No Obj: 0.000143, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822202, Class: 0.996398, Obj: 0.019588, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775452, Class: 0.997989, Obj: 0.172684, No Obj: 0.000095, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670439, Class: 0.994672, Obj: 0.147716, No Obj: 0.000134, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762802, Class: 0.998807, Obj: 0.275404, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.659033, Class: 0.999701, Obj: 0.238509, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798077, Class: 0.998041, Obj: 0.100904, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3142: 0.419054, 0.349812 avg loss, 0.001000 rate, 3.906825 seconds, 201088 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.871017, Class: 0.998162, Obj: 0.695599, No Obj: 0.000464, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823796, Class: 0.996711, Obj: 0.337546, No Obj: 0.000321, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792681, Class: 0.993944, Obj: 0.148960, No Obj: 0.000134, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733720, Class: 0.998237, Obj: 0.191722, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.598192, Class: 0.981766, Obj: 0.288876, No Obj: 0.000507, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.909020, Class: 0.999837, Obj: 0.083529, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.619672, Class: 0.993640, Obj: 0.117391, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853295, Class: 0.993903, Obj: 0.124469, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.831914, Class: 0.998565, Obj: 0.056143, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.821957, Class: 0.991326, Obj: 0.314331, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.666631, Class: 0.996854, Obj: 0.109056, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833306, Class: 0.999550, Obj: 0.037400, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759480, Class: 0.996306, Obj: 0.060152, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865903, Class: 0.999399, Obj: 0.142280, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.787202, Class: 0.999207, Obj: 0.399114, No Obj: 0.000379, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.664723, Class: 0.970344, Obj: 0.012196, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792290, Class: 0.995868, Obj: 0.107565, No Obj: 0.000090, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3143: 0.388005, 0.353632 avg loss, 0.001000 rate, 3.925104 seconds, 201152 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.942354, Class: 0.988776, Obj: 0.437869, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779475, Class: 0.997177, Obj: 0.004949, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.841479, Class: 0.999174, Obj: 0.929952, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697760, Class: 0.995748, Obj: 0.027196, No Obj: 0.000072, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707546, Class: 0.986898, Obj: 0.009449, No Obj: 0.000016, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848295, Class: 0.997469, Obj: 0.200336, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670293, Class: 0.989546, Obj: 0.002627, No Obj: 0.000024, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852386, Class: 0.996530, Obj: 0.065369, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658137, Class: 0.932853, Obj: 0.001296, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.653692, Class: 0.990263, Obj: 0.096739, No Obj: 0.000055, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.650381, Class: 0.990983, Obj: 0.318722, No Obj: 0.000276, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.855864, Class: 0.982685, Obj: 0.033104, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818349, Class: 0.997529, Obj: 0.092671, No Obj: 0.000071, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3144: 0.307556, 0.349024 avg loss, 0.001000 rate, 3.928321 seconds, 201216 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827135, Class: 0.998058, Obj: 0.031784, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712833, Class: 0.996383, Obj: 0.221042, No Obj: 0.000123, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.684543, Class: 0.999450, Obj: 0.481917, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.779881, Class: 0.995601, Obj: 0.476381, No Obj: 0.000263, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.723378, Class: 0.999893, Obj: 0.190286, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740792, Class: 0.998420, Obj: 0.141593, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.789172, Class: 0.999120, Obj: 0.559256, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797210, Class: 0.999362, Obj: 0.509533, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758873, Class: 0.996899, Obj: 0.074994, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.703699, Class: 0.986614, Obj: 0.256134, No Obj: 0.000261, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730212, Class: 0.994225, Obj: 0.011395, No Obj: 0.000031, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754176, Class: 0.997883, Obj: 0.136702, No Obj: 0.000143, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699427, Class: 0.944452, Obj: 0.000419, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801406, Class: 0.995047, Obj: 0.131998, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.870508, Class: 0.996063, Obj: 0.313988, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708668, Class: 0.981506, Obj: 0.100668, No Obj: 0.000088, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3145: 0.370329, 0.351155 avg loss, 0.001000 rate, 3.923169 seconds, 201280 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.682080, Class: 0.998574, Obj: 0.773560, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.927138, Class: 0.992037, Obj: 0.003140, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683829, Class: 0.993347, Obj: 0.197356, No Obj: 0.000151, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764620, Class: 0.994965, Obj: 0.280179, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767849, Class: 0.996448, Obj: 0.265662, No Obj: 0.000110, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890935, Class: 0.997576, Obj: 0.685074, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815374, Class: 0.994608, Obj: 0.156134, No Obj: 0.000138, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831240, Class: 0.997065, Obj: 0.108942, No Obj: 0.000107, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.847955, Class: 0.996551, Obj: 0.349796, No Obj: 0.000446, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.836394, Class: 0.999690, Obj: 0.752178, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763143, Class: 0.995605, Obj: 0.233647, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856597, Class: 0.999464, Obj: 0.511209, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856359, Class: 0.995980, Obj: 0.149507, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568333, Class: 0.997628, Obj: 0.046052, No Obj: 0.000045, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3146: 0.362105, 0.352250 avg loss, 0.001000 rate, 3.911419 seconds, 201344 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.534179, Class: 0.926898, Obj: 0.038973, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.794007, Class: 0.998099, Obj: 0.548318, No Obj: 0.000193, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668914, Class: 0.994260, Obj: 0.214427, No Obj: 0.000071, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789321, Class: 0.995367, Obj: 0.100946, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756932, Class: 0.995687, Obj: 0.050643, No Obj: 0.000046, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808163, Class: 0.995552, Obj: 0.144329, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724202, Class: 0.994951, Obj: 0.285078, No Obj: 0.000213, .5R: 0.818182, .75R: 0.727273, count: 11 Region 82 Avg IOU: 0.791916, Class: 0.997450, Obj: 0.309387, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869268, Class: 0.998617, Obj: 0.511166, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744442, Class: 0.993894, Obj: 0.069557, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846062, Class: 0.999597, Obj: 0.591967, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750401, Class: 0.994856, Obj: 0.027535, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.653228, Class: 0.999205, Obj: 0.241740, No Obj: 0.000303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.882312, Class: 0.999943, Obj: 0.424749, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826856, Class: 0.995986, Obj: 0.204020, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788487, Class: 0.994116, Obj: 0.217720, No Obj: 0.000081, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3147: 0.341913, 0.351216 avg loss, 0.001000 rate, 3.910537 seconds, 201408 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.849269, Class: 0.998570, Obj: 0.451143, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728433, Class: 0.998133, Obj: 0.232688, No Obj: 0.000170, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.881606, Class: 0.996748, Obj: 0.144522, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757082, Class: 0.998179, Obj: 0.080188, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743743, Class: 0.995925, Obj: 0.135097, No Obj: 0.000137, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815235, Class: 0.998241, Obj: 0.234583, No Obj: 0.000129, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770993, Class: 0.996166, Obj: 0.006624, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769692, Class: 0.994364, Obj: 0.202025, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824020, Class: 0.990022, Obj: 0.143866, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748118, Class: 0.996887, Obj: 0.255331, No Obj: 0.000135, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742665, Class: 0.989878, Obj: 0.485506, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.800370, Class: 0.997791, Obj: 0.060143, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778604, Class: 0.995954, Obj: 0.195446, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3148: 0.409465, 0.357041 avg loss, 0.001000 rate, 3.903685 seconds, 201472 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693230, Class: 0.998958, Obj: 0.186207, No Obj: 0.000100, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804090, Class: 0.997596, Obj: 0.685010, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.908775, Class: 0.995755, Obj: 0.156341, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769148, Class: 0.996681, Obj: 0.314796, No Obj: 0.000116, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718289, Class: 0.998526, Obj: 0.205806, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713637, Class: 0.996050, Obj: 0.274828, No Obj: 0.000200, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808313, Class: 0.990732, Obj: 0.307168, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.662171, Class: 0.991390, Obj: 0.086268, No Obj: 0.000036, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897866, Class: 0.998764, Obj: 0.272746, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.835785, Class: 0.997714, Obj: 0.213539, No Obj: 0.000176, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.821564, Class: 0.997931, Obj: 0.388969, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.914348, Class: 0.996258, Obj: 0.151991, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.875318, Class: 0.995917, Obj: 0.163245, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3149: 0.328379, 0.354175 avg loss, 0.001000 rate, 3.901411 seconds, 201536 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.797131, Class: 0.995440, Obj: 0.686706, No Obj: 0.000405, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.796947, Class: 0.999635, Obj: 0.482936, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617763, Class: 0.998450, Obj: 0.071979, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865227, Class: 0.999707, Obj: 0.686444, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.868010, Class: 0.996169, Obj: 0.181770, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620449, Class: 0.998182, Obj: 0.124085, No Obj: 0.000073, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828140, Class: 0.998248, Obj: 0.140549, No Obj: 0.000099, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797211, Class: 0.999258, Obj: 0.350216, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738056, Class: 0.997052, Obj: 0.280157, No Obj: 0.000210, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727179, Class: 0.994536, Obj: 0.202813, No Obj: 0.000221, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.772479, Class: 0.996418, Obj: 0.228591, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658332, Class: 0.996805, Obj: 0.154455, No Obj: 0.000050, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858089, Class: 0.991087, Obj: 0.185916, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767012, Class: 0.996095, Obj: 0.284160, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3150: 0.319830, 0.350740 avg loss, 0.001000 rate, 3.905842 seconds, 201600 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696353, Class: 0.992314, Obj: 0.020919, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.701491, Class: 0.990478, Obj: 0.020445, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878550, Class: 0.998088, Obj: 0.365113, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712557, Class: 0.997437, Obj: 0.351239, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781334, Class: 0.998664, Obj: 0.182961, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635612, Class: 0.994415, Obj: 0.116577, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707273, Class: 0.994579, Obj: 0.151091, No Obj: 0.000130, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750184, Class: 0.998442, Obj: 0.049224, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798641, Class: 0.998209, Obj: 0.331725, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.874144, Class: 0.994091, Obj: 0.298641, No Obj: 0.000601, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799003, Class: 0.996623, Obj: 0.120404, No Obj: 0.000153, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847744, Class: 0.996857, Obj: 0.095232, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753966, Class: 0.994820, Obj: 0.096514, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3151: 0.356523, 0.351319 avg loss, 0.001000 rate, 3.908193 seconds, 201664 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.628985, Class: 0.995869, Obj: 0.035087, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.818244, Class: 0.992694, Obj: 0.173709, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.891583, Class: 0.999319, Obj: 0.248629, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767154, Class: 0.997069, Obj: 0.324525, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.800115, Class: 0.997467, Obj: 0.418689, No Obj: 0.000181, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.834421, Class: 0.999574, Obj: 0.852741, No Obj: 0.000429, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782037, Class: 0.992999, Obj: 0.198257, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.451434, Class: 0.977017, Obj: 0.060429, No Obj: 0.000390, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719312, Class: 0.999832, Obj: 0.517121, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726755, Class: 0.997536, Obj: 0.098059, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759555, Class: 0.994932, Obj: 0.177187, No Obj: 0.000132, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.697147, Class: 0.997605, Obj: 0.570655, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.940248, Class: 0.993184, Obj: 0.372982, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629113, Class: 0.998344, Obj: 0.204805, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763990, Class: 0.996609, Obj: 0.401882, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777347, Class: 0.995430, Obj: 0.175056, No Obj: 0.000231, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842902, Class: 0.998367, Obj: 0.305505, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3152 iterations) Last accuracy mAP@0.5 = 77.36 % 3152: 0.356335, 0.351820 avg loss, 0.001000 rate, 3.925878 seconds, 201728 images calculation mAP (mean average precision)... detections_count = 1136, unique_truth_count = 323 rank = 0 of ranks = 1136 rank = 100 of ranks = 1136 rank = 200 of ranks = 1136 rank = 300 of ranks = 1136 rank = 400 of ranks = 1136 rank = 500 of ranks = 1136 rank = 600 of ranks = 1136 rank = 700 of ranks = 1136 rank = 800 of ranks = 1136 rank = 900 of ranks = 1136 rank = 1000 of ranks = 1136 rank = 1100 of ranks = 1136 class_id = 0, name = lca, ap = 79.00% (TP = 215, FP = 31) for thresh = 0.25, precision = 0.87, recall = 0.67, F1-score = 0.76 for thresh = 0.25, TP = 215, FP = 31, FN = 108, average IoU = 66.07 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.789955, or 79.00 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.789955 Loaded: 0.000067 seconds Region 82 Avg IOU: 0.538869, Class: 0.993629, Obj: 0.013031, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851480, Class: 0.998324, Obj: 0.883871, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828398, Class: 0.997299, Obj: 0.379635, No Obj: 0.000169, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921305, Class: 0.998848, Obj: 0.555250, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785179, Class: 0.999191, Obj: 0.135773, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775265, Class: 0.984848, Obj: 0.216199, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.754228, Class: 0.999870, Obj: 0.556233, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787176, Class: 0.998751, Obj: 0.287293, No Obj: 0.000144, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.697630, Class: 0.951454, Obj: 0.006840, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.768356, Class: 0.994128, Obj: 0.066321, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.924626, Class: 0.997323, Obj: 0.493936, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777293, Class: 0.996018, Obj: 0.054849, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.753767, Class: 0.996805, Obj: 0.057089, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859978, Class: 0.970774, Obj: 0.031397, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.567316, Class: 0.994851, Obj: 0.096129, No Obj: 0.000092, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.657286, Class: 0.988401, Obj: 0.437966, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.840947, Class: 0.996282, Obj: 0.492881, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3153: 0.332398, 0.349878 avg loss, 0.001000 rate, 3.711392 seconds, 201792 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838151, Class: 0.999963, Obj: 0.935828, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822493, Class: 0.997899, Obj: 0.437333, No Obj: 0.000191, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810179, Class: 0.995197, Obj: 0.383537, No Obj: 0.000258, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.514526, Class: 0.991665, Obj: 0.044968, No Obj: 0.000092, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848303, Class: 0.999283, Obj: 0.797080, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827028, Class: 0.998301, Obj: 0.450053, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000523, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929203, Class: 0.996190, Obj: 0.251949, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809579, Class: 0.989051, Obj: 0.027972, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000207, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813394, Class: 0.990121, Obj: 0.005108, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673533, Class: 0.998611, Obj: 0.105939, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724155, Class: 0.997573, Obj: 0.227993, No Obj: 0.000111, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.863165, Class: 0.998814, Obj: 0.870604, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778607, Class: 0.999281, Obj: 0.826087, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755332, Class: 0.993545, Obj: 0.000322, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687646, Class: 0.998724, Obj: 0.196444, No Obj: 0.000112, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3154: 0.350874, 0.349978 avg loss, 0.001000 rate, 3.936208 seconds, 201856 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856326, Class: 0.999579, Obj: 0.597248, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.852407, Class: 0.997729, Obj: 0.144554, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735516, Class: 0.987768, Obj: 0.546953, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828931, Class: 0.982804, Obj: 0.049652, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.683733, Class: 0.976740, Obj: 0.074041, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788107, Class: 0.952047, Obj: 0.231066, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.650338, Class: 0.994024, Obj: 0.128752, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853042, Class: 0.999838, Obj: 0.894238, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711101, Class: 0.995726, Obj: 0.130994, No Obj: 0.000102, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.655439, Class: 0.991135, Obj: 0.860372, No Obj: 0.000466, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.904281, Class: 0.998353, Obj: 0.877073, No Obj: 0.000487, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.711435, Class: 0.995753, Obj: 0.212911, No Obj: 0.000084, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784464, Class: 0.998715, Obj: 0.265999, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740530, Class: 0.995588, Obj: 0.243515, No Obj: 0.000189, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837157, Class: 0.965772, Obj: 0.001802, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784423, Class: 0.994210, Obj: 0.066810, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3155: 0.421871, 0.357167 avg loss, 0.001000 rate, 3.910491 seconds, 201920 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.818234, Class: 0.998241, Obj: 0.947045, No Obj: 0.000507, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.930309, Class: 0.995842, Obj: 0.516718, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730126, Class: 0.999665, Obj: 0.236259, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856938, Class: 0.999158, Obj: 0.459486, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765416, Class: 0.998701, Obj: 0.222531, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853166, Class: 0.989202, Obj: 0.028790, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.803596, Class: 0.996952, Obj: 0.052079, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806035, Class: 0.990226, Obj: 0.421057, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670532, Class: 0.993306, Obj: 0.095834, No Obj: 0.000087, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.678204, Class: 0.998403, Obj: 0.671765, No Obj: 0.000354, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699469, Class: 0.995627, Obj: 0.031302, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846426, Class: 0.995645, Obj: 0.027216, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721147, Class: 0.994143, Obj: 0.184875, No Obj: 0.000148, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870062, Class: 0.994775, Obj: 0.327161, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688947, Class: 0.997840, Obj: 0.105391, No Obj: 0.000094, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765080, Class: 0.996872, Obj: 0.051494, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819201, Class: 0.997410, Obj: 0.160729, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3156: 0.450596, 0.366510 avg loss, 0.001000 rate, 3.905525 seconds, 201984 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.747309, Class: 0.999161, Obj: 0.718795, No Obj: 0.000431, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759535, Class: 0.997680, Obj: 0.143759, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.672564, Class: 0.993103, Obj: 0.053105, No Obj: 0.000148, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736003, Class: 0.997386, Obj: 0.264432, No Obj: 0.000111, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758557, Class: 0.995070, Obj: 0.304319, No Obj: 0.000344, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.742046, Class: 0.996897, Obj: 0.101718, No Obj: 0.000116, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776306, Class: 0.999697, Obj: 0.875540, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787164, Class: 0.995412, Obj: 0.048626, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799818, Class: 0.994291, Obj: 0.870295, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770731, Class: 0.997466, Obj: 0.257582, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.868664, Class: 0.993612, Obj: 0.439072, No Obj: 0.000397, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793445, Class: 0.993456, Obj: 0.235798, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810550, Class: 0.995315, Obj: 0.140457, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696326, Class: 0.981522, Obj: 0.002213, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803188, Class: 0.997229, Obj: 0.099807, No Obj: 0.000174, .5R: 1.000000, .75R: 0.600000, count: 10 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3157: 0.421197, 0.371978 avg loss, 0.001000 rate, 3.900759 seconds, 202048 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791518, Class: 0.997951, Obj: 0.108478, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.779062, Class: 0.999378, Obj: 0.922339, No Obj: 0.000539, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545707, Class: 0.992963, Obj: 0.274098, No Obj: 0.000040, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569879, Class: 0.994915, Obj: 0.182512, No Obj: 0.000075, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731096, Class: 0.999393, Obj: 0.085867, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.747959, Class: 0.993004, Obj: 0.070608, No Obj: 0.000121, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854000, Class: 0.995731, Obj: 0.791466, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.477457, Class: 0.995943, Obj: 0.001424, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856673, Class: 0.993984, Obj: 0.827798, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816205, Class: 0.998232, Obj: 0.444617, No Obj: 0.000153, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769049, Class: 0.989490, Obj: 0.092547, No Obj: 0.000070, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.781600, Class: 0.998372, Obj: 0.352108, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.936246, Class: 0.993904, Obj: 0.845773, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818687, Class: 0.997515, Obj: 0.297706, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3158: 0.338895, 0.368670 avg loss, 0.001000 rate, 3.924771 seconds, 202112 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.661462, Class: 0.995008, Obj: 0.345069, No Obj: 0.000598, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.697400, Class: 0.969949, Obj: 0.147318, No Obj: 0.000286, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707128, Class: 0.995043, Obj: 0.123808, No Obj: 0.000111, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.874140, Class: 0.997412, Obj: 0.274906, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715068, Class: 0.993991, Obj: 0.100573, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806315, Class: 0.997917, Obj: 0.282870, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.931881, Class: 0.999585, Obj: 0.947766, No Obj: 0.000346, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.857611, Class: 0.998156, Obj: 0.274266, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.784200, Class: 0.997485, Obj: 0.175193, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873535, Class: 0.994729, Obj: 0.480734, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.816774, Class: 0.996326, Obj: 0.108043, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787090, Class: 0.999715, Obj: 0.503988, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724105, Class: 0.999004, Obj: 0.040959, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799153, Class: 0.999170, Obj: 0.778653, No Obj: 0.000389, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727937, Class: 0.995748, Obj: 0.040683, No Obj: 0.000063, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835540, Class: 0.994726, Obj: 0.487260, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756691, Class: 0.997368, Obj: 0.154089, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3159: 0.417989, 0.373602 avg loss, 0.001000 rate, 3.907487 seconds, 202176 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809796, Class: 0.973286, Obj: 0.482406, No Obj: 0.000501, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.618154, Class: 0.990498, Obj: 0.082674, No Obj: 0.000099, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.463641, Class: 0.997993, Obj: 0.031622, No Obj: 0.000101, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000293, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662375, Class: 0.995511, Obj: 0.291621, No Obj: 0.000073, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737661, Class: 0.995444, Obj: 0.089873, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699969, Class: 0.995820, Obj: 0.363640, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.737976, Class: 0.999670, Obj: 0.846732, No Obj: 0.000491, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659849, Class: 0.993674, Obj: 0.009108, No Obj: 0.000076, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.835298, Class: 0.997768, Obj: 0.348774, No Obj: 0.000486, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.843805, Class: 0.997707, Obj: 0.320348, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831642, Class: 0.996473, Obj: 0.308225, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834234, Class: 0.981523, Obj: 0.095530, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799886, Class: 0.998612, Obj: 0.091642, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850763, Class: 0.999632, Obj: 0.470014, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676650, Class: 0.994013, Obj: 0.020851, No Obj: 0.000056, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3160: 0.487055, 0.384947 avg loss, 0.001000 rate, 3.903413 seconds, 202240 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.769620, Class: 0.999094, Obj: 0.069759, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865496, Class: 0.993850, Obj: 0.033674, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731755, Class: 0.997287, Obj: 0.262729, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794532, Class: 0.996645, Obj: 0.456508, No Obj: 0.000428, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739523, Class: 0.999955, Obj: 0.473803, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.653760, Class: 0.997467, Obj: 0.094281, No Obj: 0.000217, .5R: 0.700000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773150, Class: 0.998910, Obj: 0.326930, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.796521, Class: 0.993280, Obj: 0.000481, No Obj: 0.000364, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794205, Class: 0.999617, Obj: 0.641925, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.791533, Class: 0.999346, Obj: 0.730142, No Obj: 0.000451, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794288, Class: 0.988879, Obj: 0.311468, No Obj: 0.000386, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771418, Class: 0.993943, Obj: 0.380090, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739532, Class: 0.998909, Obj: 0.396731, No Obj: 0.000244, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.764920, Class: 0.997209, Obj: 0.325124, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.652482, Class: 0.999762, Obj: 0.951392, No Obj: 0.000477, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771268, Class: 0.996916, Obj: 0.066233, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720219, Class: 0.995588, Obj: 0.152735, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3161: 0.331419, 0.379595 avg loss, 0.001000 rate, 3.908831 seconds, 202304 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845163, Class: 0.999048, Obj: 0.092783, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848418, Class: 0.999080, Obj: 0.182734, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796748, Class: 0.998156, Obj: 0.201243, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.790108, Class: 0.999628, Obj: 0.429987, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.633747, Class: 0.995783, Obj: 0.037154, No Obj: 0.000261, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770768, Class: 0.996981, Obj: 0.493404, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685273, Class: 0.996509, Obj: 0.244326, No Obj: 0.000118, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934407, Class: 0.999985, Obj: 0.427526, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684674, Class: 0.994669, Obj: 0.241416, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.665135, Class: 0.999811, Obj: 0.928514, No Obj: 0.000306, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.724289, Class: 0.996031, Obj: 0.211649, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663893, Class: 0.996047, Obj: 0.090877, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852410, Class: 0.995985, Obj: 0.293228, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.822786, Class: 0.997176, Obj: 0.183132, No Obj: 0.000192, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.772488, Class: 0.997954, Obj: 0.872963, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793250, Class: 0.998686, Obj: 0.156057, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3162: 0.332715, 0.374907 avg loss, 0.001000 rate, 3.923711 seconds, 202368 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.875675, Class: 0.992879, Obj: 0.642108, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860765, Class: 0.982697, Obj: 0.539789, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800850, Class: 0.998437, Obj: 0.165164, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852645, Class: 0.994432, Obj: 0.002132, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801897, Class: 0.996582, Obj: 0.213798, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.711540, Class: 0.997703, Obj: 0.135472, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815216, Class: 0.998564, Obj: 0.269250, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621150, Class: 0.994146, Obj: 0.072071, No Obj: 0.000094, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758888, Class: 0.997883, Obj: 0.165943, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729423, Class: 0.991250, Obj: 0.044953, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777614, Class: 0.998484, Obj: 0.248731, No Obj: 0.000103, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790661, Class: 0.994588, Obj: 0.087256, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748183, Class: 0.998214, Obj: 0.113610, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800325, Class: 0.982668, Obj: 0.010170, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672543, Class: 0.996839, Obj: 0.108020, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801259, Class: 0.999671, Obj: 0.101784, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3163: 0.345383, 0.371954 avg loss, 0.001000 rate, 3.915221 seconds, 202432 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.731052, Class: 0.998936, Obj: 0.185898, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624912, Class: 0.996221, Obj: 0.161493, No Obj: 0.000115, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720620, Class: 0.995267, Obj: 0.012296, No Obj: 0.000054, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802450, Class: 0.999170, Obj: 0.550447, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.661480, Class: 0.998744, Obj: 0.209710, No Obj: 0.000095, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805874, Class: 0.995724, Obj: 0.473257, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705620, Class: 0.997498, Obj: 0.131426, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.810685, Class: 0.999059, Obj: 0.929372, No Obj: 0.000481, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.800961, Class: 0.999380, Obj: 0.174780, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611115, Class: 0.998383, Obj: 0.258835, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674269, Class: 0.997790, Obj: 0.092054, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633628, Class: 0.998043, Obj: 0.424839, No Obj: 0.000054, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871824, Class: 0.995443, Obj: 0.446228, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.703273, Class: 0.999024, Obj: 0.335697, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3164: 0.367962, 0.371555 avg loss, 0.001000 rate, 3.910486 seconds, 202496 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919014, Class: 0.998555, Obj: 0.963760, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731639, Class: 0.995451, Obj: 0.048997, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.965830, Class: 0.998468, Obj: 0.929656, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840073, Class: 0.996693, Obj: 0.276944, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 9 Region 82 Avg IOU: 0.864808, Class: 0.996184, Obj: 0.187751, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819058, Class: 0.997918, Obj: 0.111635, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.569221, Class: 0.994764, Obj: 0.237177, No Obj: 0.000116, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823698, Class: 0.994562, Obj: 0.218513, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859101, Class: 0.999485, Obj: 0.073697, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698368, Class: 0.992732, Obj: 0.898807, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694575, Class: 0.996204, Obj: 0.252814, No Obj: 0.000075, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802971, Class: 0.991535, Obj: 0.020759, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.636668, Class: 0.994179, Obj: 0.029108, No Obj: 0.000122, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799713, Class: 0.996165, Obj: 0.114045, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.658921, Class: 0.998976, Obj: 0.599830, No Obj: 0.000290, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.769531, Class: 0.992266, Obj: 0.324154, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685283, Class: 0.999360, Obj: 0.450614, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3165: 0.339197, 0.368319 avg loss, 0.001000 rate, 3.922484 seconds, 202560 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876298, Class: 0.997281, Obj: 0.481186, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.745326, Class: 0.996881, Obj: 0.170129, No Obj: 0.000146, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941863, Class: 0.998973, Obj: 0.917499, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752872, Class: 0.996470, Obj: 0.223650, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.716831, Class: 0.974915, Obj: 0.172645, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.830330, Class: 0.997577, Obj: 0.618782, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794422, Class: 0.996802, Obj: 0.135009, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762918, Class: 0.998298, Obj: 0.198235, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863398, Class: 0.992362, Obj: 0.239085, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.756741, Class: 0.996969, Obj: 0.108603, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782481, Class: 0.998469, Obj: 0.169759, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.719160, Class: 0.997084, Obj: 0.219767, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.811941, Class: 0.997427, Obj: 0.108796, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.758426, Class: 0.995828, Obj: 0.245086, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812775, Class: 0.993610, Obj: 0.122883, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843062, Class: 0.999828, Obj: 0.797812, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801522, Class: 0.998125, Obj: 0.171217, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3166: 0.334185, 0.364906 avg loss, 0.001000 rate, 3.909388 seconds, 202624 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762870, Class: 0.995889, Obj: 0.507257, No Obj: 0.000307, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.708318, Class: 0.970379, Obj: 0.079587, No Obj: 0.000106, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685195, Class: 0.994862, Obj: 0.238376, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.734625, Class: 0.997144, Obj: 0.334552, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826361, Class: 0.999780, Obj: 0.432573, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.875556, Class: 0.997859, Obj: 0.401714, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910418, Class: 0.996645, Obj: 0.515833, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.739684, Class: 0.994683, Obj: 0.102492, No Obj: 0.000142, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783894, Class: 0.998977, Obj: 0.210543, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841227, Class: 0.989422, Obj: 0.304729, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792557, Class: 0.997413, Obj: 0.142358, No Obj: 0.000100, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935373, Class: 0.985665, Obj: 0.065191, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695803, Class: 0.991278, Obj: 0.270321, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745321, Class: 0.986953, Obj: 0.005431, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.806962, Class: 0.997072, Obj: 0.236057, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3167: 0.421045, 0.370520 avg loss, 0.001000 rate, 3.902572 seconds, 202688 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765738, Class: 0.996624, Obj: 0.250200, No Obj: 0.000164, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.744335, Class: 0.987091, Obj: 0.227590, No Obj: 0.000600, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.693156, Class: 0.963327, Obj: 0.433389, No Obj: 0.000141, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770841, Class: 0.996511, Obj: 0.320377, No Obj: 0.000165, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.669849, Class: 0.984111, Obj: 0.654036, No Obj: 0.000663, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706748, Class: 0.996564, Obj: 0.097267, No Obj: 0.000134, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865280, Class: 0.996698, Obj: 0.444204, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833216, Class: 0.998050, Obj: 0.111428, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.782269, Class: 0.998627, Obj: 0.135687, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832242, Class: 0.995003, Obj: 0.017489, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854493, Class: 0.999228, Obj: 0.379335, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735946, Class: 0.996286, Obj: 0.255572, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.680938, Class: 0.997631, Obj: 0.443453, No Obj: 0.000591, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740603, Class: 0.996237, Obj: 0.173709, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793779, Class: 0.999473, Obj: 0.172040, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738073, Class: 0.993119, Obj: 0.043955, No Obj: 0.000093, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3168: 0.469475, 0.380415 avg loss, 0.001000 rate, 3.924939 seconds, 202752 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806250, Class: 0.993419, Obj: 0.105836, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659709, Class: 0.992707, Obj: 0.096705, No Obj: 0.000130, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783673, Class: 0.985649, Obj: 0.023914, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.733621, Class: 0.995535, Obj: 0.138822, No Obj: 0.000131, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831949, Class: 0.997186, Obj: 0.154322, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.552072, Class: 0.995523, Obj: 0.335987, No Obj: 0.000356, .5R: 0.500000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.945702, Class: 0.997561, Obj: 0.897307, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719858, Class: 0.996636, Obj: 0.168502, No Obj: 0.000158, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689637, Class: 0.996064, Obj: 0.095158, No Obj: 0.000116, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802900, Class: 0.999554, Obj: 0.077983, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765510, Class: 0.996512, Obj: 0.144467, No Obj: 0.000123, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.642669, Class: 0.969120, Obj: 0.006979, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797026, Class: 0.993800, Obj: 0.273684, No Obj: 0.000125, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3169: 0.563306, 0.398704 avg loss, 0.001000 rate, 3.912917 seconds, 202816 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821155, Class: 0.995520, Obj: 0.113734, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590908, Class: 0.995082, Obj: 0.024217, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.652268, Class: 0.999250, Obj: 0.627481, No Obj: 0.000372, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846885, Class: 0.997123, Obj: 0.104194, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910797, Class: 0.998041, Obj: 0.065037, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814411, Class: 0.997871, Obj: 0.348698, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929895, Class: 0.999759, Obj: 0.514307, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710829, Class: 0.996944, Obj: 0.260131, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762962, Class: 0.999866, Obj: 0.475054, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724301, Class: 0.999681, Obj: 0.310352, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918649, Class: 0.999156, Obj: 0.566360, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736595, Class: 0.994846, Obj: 0.208148, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752091, Class: 0.993682, Obj: 0.186549, No Obj: 0.000145, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.846248, Class: 0.988595, Obj: 0.001855, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815810, Class: 0.997754, Obj: 0.339254, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.571588, Class: 0.994611, Obj: 0.177317, No Obj: 0.000106, .5R: 0.500000, .75R: 0.250000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3170: 0.342283, 0.393062 avg loss, 0.001000 rate, 3.900993 seconds, 202880 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.806755, Class: 0.999604, Obj: 0.890452, No Obj: 0.000630, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728673, Class: 0.997975, Obj: 0.095357, No Obj: 0.000105, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.841440, Class: 0.999322, Obj: 0.691886, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.743555, Class: 0.985895, Obj: 0.036164, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.491889, Class: 0.991533, Obj: 0.030955, No Obj: 0.000040, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921578, Class: 0.999034, Obj: 0.869915, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739794, Class: 0.995766, Obj: 0.091366, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743092, Class: 0.999183, Obj: 0.321460, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865299, Class: 0.998819, Obj: 0.244428, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748520, Class: 0.998759, Obj: 0.168067, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765476, Class: 0.992714, Obj: 0.089918, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744199, Class: 0.998023, Obj: 0.320805, No Obj: 0.000173, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716367, Class: 0.996711, Obj: 0.107916, No Obj: 0.000084, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821832, Class: 0.996244, Obj: 0.546471, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718056, Class: 0.997160, Obj: 0.327955, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3171: 0.438017, 0.397558 avg loss, 0.001000 rate, 3.900625 seconds, 202944 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773111, Class: 0.988556, Obj: 0.000571, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734445, Class: 0.997572, Obj: 0.170789, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901571, Class: 0.997136, Obj: 0.519166, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.551906, Class: 0.992816, Obj: 0.040463, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.684835, Class: 0.997143, Obj: 0.066378, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771451, Class: 0.997140, Obj: 0.356135, No Obj: 0.000261, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.725026, Class: 0.996331, Obj: 0.099957, No Obj: 0.000179, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.680007, Class: 0.999124, Obj: 0.738676, No Obj: 0.000367, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663880, Class: 0.990520, Obj: 0.220418, No Obj: 0.000160, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728634, Class: 0.995007, Obj: 0.165646, No Obj: 0.000084, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741714, Class: 0.998716, Obj: 0.253384, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726259, Class: 0.998655, Obj: 0.261507, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785735, Class: 0.998519, Obj: 0.093195, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3172: 0.357618, 0.393564 avg loss, 0.001000 rate, 3.921277 seconds, 203008 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772107, Class: 0.995069, Obj: 0.432203, No Obj: 0.000221, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.742170, Class: 0.994724, Obj: 0.149117, No Obj: 0.000165, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865306, Class: 0.997872, Obj: 0.768377, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.673356, Class: 0.995981, Obj: 0.034984, No Obj: 0.000100, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862958, Class: 0.996752, Obj: 0.603386, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734428, Class: 0.996954, Obj: 0.196025, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862217, Class: 0.997379, Obj: 0.380005, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.551063, Class: 0.998651, Obj: 0.145163, No Obj: 0.000108, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824640, Class: 0.998602, Obj: 0.219774, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.810182, Class: 0.996697, Obj: 0.123884, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.606522, Class: 0.972908, Obj: 0.000015, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824725, Class: 0.995381, Obj: 0.103182, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.581270, Class: 0.995352, Obj: 0.434189, No Obj: 0.000632, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838337, Class: 0.996054, Obj: 0.807881, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686341, Class: 0.994441, Obj: 0.088361, No Obj: 0.000049, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.875500, Class: 0.997284, Obj: 0.094922, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711334, Class: 0.995869, Obj: 0.271610, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3173: 0.380754, 0.392283 avg loss, 0.001000 rate, 3.908984 seconds, 203072 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606910, Class: 0.994850, Obj: 0.120491, No Obj: 0.000125, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797998, Class: 0.998665, Obj: 0.377478, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581437, Class: 0.995187, Obj: 0.114342, No Obj: 0.000055, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817718, Class: 0.995902, Obj: 0.294964, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708432, Class: 0.996763, Obj: 0.309842, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862027, Class: 0.997364, Obj: 0.478840, No Obj: 0.000401, .5R: 1.000000, .75R: 1.000000, count: 6 Region 106 Avg IOU: 0.716769, Class: 0.996956, Obj: 0.305379, No Obj: 0.000218, .5R: 0.750000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822245, Class: 0.999563, Obj: 0.656472, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.705437, Class: 0.996442, Obj: 0.327991, No Obj: 0.000207, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796022, Class: 0.993719, Obj: 0.424599, No Obj: 0.000204, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.766188, Class: 0.996958, Obj: 0.330730, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806602, Class: 0.991728, Obj: 0.000741, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747905, Class: 0.997746, Obj: 0.279321, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3174: 0.455931, 0.398648 avg loss, 0.001000 rate, 3.917142 seconds, 203136 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.839263, Class: 0.999364, Obj: 0.232931, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778100, Class: 0.995929, Obj: 0.175233, No Obj: 0.000219, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728876, Class: 0.998914, Obj: 0.517000, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.726520, Class: 0.999102, Obj: 0.888508, No Obj: 0.000382, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746738, Class: 0.988875, Obj: 0.272053, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.766021, Class: 0.998062, Obj: 0.203519, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825743, Class: 0.998042, Obj: 0.090259, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.398378, Class: 0.996037, Obj: 0.016483, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763629, Class: 0.978533, Obj: 0.329869, No Obj: 0.000276, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.806484, Class: 0.997982, Obj: 0.075801, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658832, Class: 0.997377, Obj: 0.343474, No Obj: 0.000170, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831738, Class: 0.980199, Obj: 0.216803, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684221, Class: 0.997581, Obj: 0.172435, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.743618, Class: 0.997002, Obj: 0.562139, No Obj: 0.000588, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.944002, Class: 0.996700, Obj: 0.004825, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3175: 0.390669, 0.397850 avg loss, 0.001000 rate, 3.913212 seconds, 203200 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855993, Class: 0.993933, Obj: 0.486403, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709770, Class: 0.996438, Obj: 0.118998, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769109, Class: 0.982771, Obj: 0.279008, No Obj: 0.000410, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.794649, Class: 0.999189, Obj: 0.409096, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703259, Class: 0.951407, Obj: 0.127070, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.747107, Class: 0.996241, Obj: 0.357342, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815461, Class: 0.999482, Obj: 0.061362, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672254, Class: 0.996142, Obj: 0.024699, No Obj: 0.000055, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920128, Class: 0.999879, Obj: 0.696656, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702477, Class: 0.997013, Obj: 0.157878, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837878, Class: 0.993895, Obj: 0.421099, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743202, Class: 0.997396, Obj: 0.160107, No Obj: 0.000158, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633992, Class: 0.999354, Obj: 0.367673, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693532, Class: 0.999766, Obj: 0.514936, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.715443, Class: 0.998062, Obj: 0.113251, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3176: 0.336400, 0.391705 avg loss, 0.001000 rate, 3.918430 seconds, 203264 images Loaded: 0.000094 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808779, Class: 0.996683, Obj: 0.205679, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916469, Class: 0.997955, Obj: 0.061321, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716277, Class: 0.996477, Obj: 0.170406, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780821, Class: 0.995418, Obj: 0.082862, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711626, Class: 0.996362, Obj: 0.223023, No Obj: 0.000171, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660439, Class: 0.997584, Obj: 0.210036, No Obj: 0.000128, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858428, Class: 0.998194, Obj: 0.023154, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712936, Class: 0.995311, Obj: 0.180207, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792070, Class: 0.996628, Obj: 0.038000, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827068, Class: 0.998507, Obj: 0.088221, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.750961, Class: 0.999144, Obj: 0.447425, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543227, Class: 0.995078, Obj: 0.016806, No Obj: 0.000032, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884384, Class: 0.999571, Obj: 0.681119, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.849094, Class: 0.995487, Obj: 0.108696, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3177: 0.447107, 0.397245 avg loss, 0.001000 rate, 3.905224 seconds, 203328 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890245, Class: 0.997577, Obj: 0.897043, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818838, Class: 0.995224, Obj: 0.175539, No Obj: 0.000108, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826495, Class: 0.997679, Obj: 0.211906, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663604, Class: 0.994320, Obj: 0.145972, No Obj: 0.000110, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857297, Class: 0.999476, Obj: 0.641341, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.575206, Class: 0.983296, Obj: 0.000067, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755234, Class: 0.996285, Obj: 0.187656, No Obj: 0.000136, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: 0.900479, Class: 0.988198, Obj: 0.155684, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.896044, Class: 0.997384, Obj: 0.385661, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.908396, Class: 0.986057, Obj: 0.130983, No Obj: 0.000578, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797953, Class: 0.998995, Obj: 0.388680, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665486, Class: 0.992987, Obj: 0.001081, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.698836, Class: 0.992562, Obj: 0.074540, No Obj: 0.000126, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852242, Class: 0.988680, Obj: 0.785523, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780357, Class: 0.998623, Obj: 0.095303, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3178: 0.389176, 0.396438 avg loss, 0.001000 rate, 3.904524 seconds, 203392 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659237, Class: 0.991305, Obj: 0.037783, No Obj: 0.000044, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.638948, Class: 0.988325, Obj: 0.030978, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721650, Class: 0.994817, Obj: 0.116375, No Obj: 0.000088, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681851, Class: 0.997214, Obj: 0.416831, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836074, Class: 0.998540, Obj: 0.165957, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731854, Class: 0.999686, Obj: 0.293801, No Obj: 0.000207, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.918636, Class: 0.997200, Obj: 0.681814, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.765190, Class: 0.996135, Obj: 0.381732, No Obj: 0.000441, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763155, Class: 0.995264, Obj: 0.246676, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874427, Class: 0.999900, Obj: 0.976236, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775010, Class: 0.989585, Obj: 0.103425, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.668300, Class: 0.997860, Obj: 0.099369, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797919, Class: 0.995207, Obj: 0.172172, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3179: 0.354694, 0.392264 avg loss, 0.001000 rate, 3.907614 seconds, 203456 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849133, Class: 0.999485, Obj: 0.500749, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.933752, Class: 0.991073, Obj: 0.062616, No Obj: 0.000658, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826511, Class: 0.995854, Obj: 0.204079, No Obj: 0.000222, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.503420, Class: 0.991961, Obj: 0.001711, No Obj: 0.000039, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734618, Class: 0.999806, Obj: 0.016575, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730756, Class: 0.997864, Obj: 0.254447, No Obj: 0.000151, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671955, Class: 0.937225, Obj: 0.396602, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.832135, Class: 0.998871, Obj: 0.577581, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000259, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679741, Class: 0.994675, Obj: 0.124027, No Obj: 0.000144, .5R: 0.916667, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882311, Class: 0.996977, Obj: 0.036963, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694959, Class: 0.998710, Obj: 0.238571, No Obj: 0.000131, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839716, Class: 0.996429, Obj: 0.450647, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.542497, Class: 0.995217, Obj: 0.024925, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708506, Class: 0.995295, Obj: 0.181809, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3180: 0.400024, 0.393040 avg loss, 0.001000 rate, 3.909483 seconds, 203520 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774282, Class: 0.994822, Obj: 0.421788, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812547, Class: 0.996330, Obj: 0.205013, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871880, Class: 0.997723, Obj: 0.017176, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697798, Class: 0.998485, Obj: 0.071231, No Obj: 0.000115, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752766, Class: 0.980051, Obj: 0.063037, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.875709, Class: 0.999057, Obj: 0.093106, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847554, Class: 0.994253, Obj: 0.867289, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719099, Class: 0.996477, Obj: 0.044914, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700384, Class: 0.999794, Obj: 0.861269, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770927, Class: 0.995808, Obj: 0.050240, No Obj: 0.000086, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759331, Class: 0.997652, Obj: 0.124174, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712889, Class: 0.998412, Obj: 0.219971, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3181: 0.303082, 0.384044 avg loss, 0.001000 rate, 3.907130 seconds, 203584 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824272, Class: 0.998968, Obj: 0.265565, No Obj: 0.000207, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.703094, Class: 0.996989, Obj: 0.444052, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.570431, Class: 0.997556, Obj: 0.082911, No Obj: 0.000051, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890869, Class: 0.999673, Obj: 0.977986, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730045, Class: 0.998132, Obj: 0.261136, No Obj: 0.000098, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676457, Class: 0.974684, Obj: 0.003382, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747742, Class: 0.998503, Obj: 0.371125, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672884, Class: 0.997509, Obj: 0.188602, No Obj: 0.000114, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835442, Class: 0.999480, Obj: 0.066485, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711944, Class: 0.999541, Obj: 0.172759, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.721776, Class: 0.997490, Obj: 0.105730, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882161, Class: 0.998643, Obj: 0.028585, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759714, Class: 0.999224, Obj: 0.564392, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3182: 0.288104, 0.374450 avg loss, 0.001000 rate, 3.898331 seconds, 203648 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652236, Class: 0.998436, Obj: 0.158355, No Obj: 0.000074, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781257, Class: 0.998279, Obj: 0.262487, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841280, Class: 0.999518, Obj: 0.017395, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696540, Class: 0.998811, Obj: 0.211285, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723155, Class: 0.996832, Obj: 0.101791, No Obj: 0.000099, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829825, Class: 0.998131, Obj: 0.088346, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780965, Class: 0.997724, Obj: 0.149613, No Obj: 0.000199, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.702601, Class: 0.982883, Obj: 0.062099, No Obj: 0.000346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.872085, Class: 0.993812, Obj: 0.532068, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.681065, Class: 0.991601, Obj: 0.078154, No Obj: 0.000112, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847146, Class: 0.991536, Obj: 0.030426, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.709918, Class: 0.992529, Obj: 0.164254, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.552420, Class: 0.996935, Obj: 0.793701, No Obj: 0.000339, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746343, Class: 0.996927, Obj: 0.017498, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767059, Class: 0.997501, Obj: 0.122511, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3183: 0.471827, 0.384188 avg loss, 0.001000 rate, 3.904290 seconds, 203712 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744199, Class: 0.994083, Obj: 0.153823, No Obj: 0.000183, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781036, Class: 0.995854, Obj: 0.223377, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.691134, Class: 0.996687, Obj: 0.196092, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793637, Class: 0.993655, Obj: 0.167224, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.854936, Class: 0.997848, Obj: 0.093837, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723925, Class: 0.998296, Obj: 0.190774, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917531, Class: 0.996620, Obj: 0.065556, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770025, Class: 0.996339, Obj: 0.246991, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800588, Class: 0.999023, Obj: 0.715691, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811131, Class: 0.999164, Obj: 0.594922, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897176, Class: 0.999168, Obj: 0.605750, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645751, Class: 0.994147, Obj: 0.098412, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.885425, Class: 0.998008, Obj: 0.140207, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.701675, Class: 0.974737, Obj: 0.043476, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780081, Class: 0.997696, Obj: 0.124966, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3184: 0.324826, 0.378251 avg loss, 0.001000 rate, 3.908687 seconds, 203776 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636939, Class: 0.994963, Obj: 0.573474, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673550, Class: 0.998171, Obj: 0.404314, No Obj: 0.000115, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758878, Class: 0.996820, Obj: 0.240264, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883859, Class: 0.999340, Obj: 0.826773, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746881, Class: 0.994138, Obj: 0.353291, No Obj: 0.000084, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.851347, Class: 0.990720, Obj: 0.623679, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855739, Class: 0.999643, Obj: 0.890243, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675171, Class: 0.991864, Obj: 0.248927, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650134, Class: 0.996152, Obj: 0.094369, No Obj: 0.000090, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705924, Class: 0.997279, Obj: 0.188895, No Obj: 0.000095, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.739563, Class: 0.989992, Obj: 0.179697, No Obj: 0.000444, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765773, Class: 0.999664, Obj: 0.452520, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823580, Class: 0.995178, Obj: 0.443460, No Obj: 0.000211, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.752861, Class: 0.997404, Obj: 0.296450, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3185: 0.302538, 0.370680 avg loss, 0.001000 rate, 3.916188 seconds, 203840 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806982, Class: 0.993353, Obj: 0.343127, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.634903, Class: 0.994097, Obj: 0.063481, No Obj: 0.000109, .5R: 0.900000, .75R: 0.200000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857983, Class: 0.998760, Obj: 0.002538, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778146, Class: 0.996256, Obj: 0.103242, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815903, Class: 0.998998, Obj: 0.193309, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757893, Class: 0.995366, Obj: 0.153386, No Obj: 0.000139, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697254, Class: 0.996021, Obj: 0.234922, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873324, Class: 0.990880, Obj: 0.830347, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760525, Class: 0.998092, Obj: 0.295913, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801757, Class: 0.995979, Obj: 0.048786, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.864912, Class: 0.995719, Obj: 0.012095, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770893, Class: 0.998259, Obj: 0.198504, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805917, Class: 0.998487, Obj: 0.019694, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802064, Class: 0.994775, Obj: 0.142251, No Obj: 0.000154, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3186: 0.434521, 0.377064 avg loss, 0.001000 rate, 3.927628 seconds, 203904 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836172, Class: 0.996963, Obj: 0.087112, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834622, Class: 0.997860, Obj: 0.027754, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757542, Class: 0.987048, Obj: 0.048737, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.884923, Class: 0.998298, Obj: 0.444986, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806819, Class: 0.997216, Obj: 0.071008, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742698, Class: 0.997923, Obj: 0.069045, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.834178, Class: 0.993786, Obj: 0.013350, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815572, Class: 0.999483, Obj: 0.589346, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910398, Class: 0.997124, Obj: 0.090846, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740787, Class: 0.997329, Obj: 0.155517, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820148, Class: 0.998294, Obj: 0.503335, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718637, Class: 0.997777, Obj: 0.130738, No Obj: 0.000121, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833413, Class: 0.998004, Obj: 0.322781, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730544, Class: 0.999338, Obj: 0.135589, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3187: 0.234939, 0.362852 avg loss, 0.001000 rate, 3.923332 seconds, 203968 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788318, Class: 0.985951, Obj: 0.026999, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803846, Class: 0.998335, Obj: 0.334978, No Obj: 0.000177, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726482, Class: 0.999233, Obj: 0.478523, No Obj: 0.000226, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681182, Class: 0.997530, Obj: 0.188759, No Obj: 0.000084, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768514, Class: 0.994806, Obj: 0.045791, No Obj: 0.000090, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750460, Class: 0.982966, Obj: 0.077755, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747784, Class: 0.996425, Obj: 0.205332, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.868133, Class: 0.998854, Obj: 0.650093, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.805971, Class: 0.998818, Obj: 0.383463, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690568, Class: 0.995920, Obj: 0.175682, No Obj: 0.000179, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.754901, Class: 0.965604, Obj: 0.086128, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.780070, Class: 0.997910, Obj: 0.598023, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708714, Class: 0.995016, Obj: 0.255199, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661364, Class: 0.997851, Obj: 0.644323, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.849107, Class: 0.999224, Obj: 0.256513, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765324, Class: 0.999423, Obj: 0.622687, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552812, Class: 0.996989, Obj: 0.143796, No Obj: 0.000094, .5R: 0.400000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3188: 0.456617, 0.372228 avg loss, 0.001000 rate, 3.921276 seconds, 204032 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818235, Class: 0.999658, Obj: 0.265373, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712749, Class: 0.980178, Obj: 0.160943, No Obj: 0.000152, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782466, Class: 0.999954, Obj: 0.420351, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847346, Class: 0.999023, Obj: 0.374890, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718049, Class: 0.998666, Obj: 0.327672, No Obj: 0.000155, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.712177, Class: 0.993807, Obj: 0.223370, No Obj: 0.000265, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.877918, Class: 0.996517, Obj: 0.144963, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749374, Class: 0.997812, Obj: 0.258802, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772275, Class: 0.999331, Obj: 0.661008, No Obj: 0.000454, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.716788, Class: 0.997269, Obj: 0.201145, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857499, Class: 0.996611, Obj: 0.072382, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.660003, Class: 0.995507, Obj: 0.011070, No Obj: 0.000308, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719781, Class: 0.996499, Obj: 0.265162, No Obj: 0.000247, .5R: 0.916667, .75R: 0.583333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824730, Class: 0.992778, Obj: 0.072220, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.869167, Class: 0.993887, Obj: 0.036670, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3189: 0.434971, 0.378503 avg loss, 0.001000 rate, 3.908216 seconds, 204096 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744223, Class: 0.998682, Obj: 0.146638, No Obj: 0.000148, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541330, Class: 0.985162, Obj: 0.186309, No Obj: 0.000104, .5R: 0.500000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793464, Class: 0.995401, Obj: 0.344572, No Obj: 0.000416, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732000, Class: 0.993133, Obj: 0.067337, No Obj: 0.000159, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757395, Class: 0.953201, Obj: 0.325437, No Obj: 0.000324, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.728419, Class: 0.996720, Obj: 0.054700, No Obj: 0.000120, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753228, Class: 0.998291, Obj: 0.232614, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907440, Class: 0.999113, Obj: 0.792511, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736114, Class: 0.997958, Obj: 0.089487, No Obj: 0.000110, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741864, Class: 0.980255, Obj: 0.011404, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764480, Class: 0.997221, Obj: 0.190460, No Obj: 0.000146, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665080, Class: 0.997362, Obj: 0.307731, No Obj: 0.000058, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3190: 0.500390, 0.390691 avg loss, 0.001000 rate, 3.901432 seconds, 204160 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782495, Class: 0.999238, Obj: 0.321489, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747952, Class: 0.993182, Obj: 0.103936, No Obj: 0.000153, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788990, Class: 0.996816, Obj: 0.055551, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861867, Class: 0.995734, Obj: 0.248679, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.871841, Class: 0.998296, Obj: 0.014274, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758336, Class: 0.996639, Obj: 0.317937, No Obj: 0.000304, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740797, Class: 0.997566, Obj: 0.113793, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653179, Class: 0.987142, Obj: 0.049761, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611629, Class: 0.998326, Obj: 0.014556, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.895224, Class: 0.999184, Obj: 0.750411, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760602, Class: 0.995434, Obj: 0.150672, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860844, Class: 0.999208, Obj: 0.659693, No Obj: 0.000376, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.634353, Class: 0.996725, Obj: 0.210617, No Obj: 0.000136, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.683816, Class: 0.998093, Obj: 0.316378, No Obj: 0.000463, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.693868, Class: 0.992697, Obj: 0.127639, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.617411, Class: 0.999406, Obj: 0.511716, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3191: 0.348454, 0.386468 avg loss, 0.001000 rate, 3.906527 seconds, 204224 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796436, Class: 0.997220, Obj: 0.303200, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885692, Class: 0.995832, Obj: 0.288237, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916666, Class: 0.999056, Obj: 0.171575, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740479, Class: 0.995613, Obj: 0.080910, No Obj: 0.000104, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.721688, Class: 0.999724, Obj: 0.556609, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812896, Class: 0.998154, Obj: 0.303914, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760627, Class: 0.999263, Obj: 0.264784, No Obj: 0.000237, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873027, Class: 0.997494, Obj: 0.616691, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840163, Class: 0.997722, Obj: 0.055515, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841898, Class: 0.999175, Obj: 0.342121, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738764, Class: 0.997672, Obj: 0.179500, No Obj: 0.000150, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822033, Class: 0.997360, Obj: 0.264331, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3192: 0.308486, 0.378669 avg loss, 0.001000 rate, 3.906129 seconds, 204288 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.919514, Class: 0.993710, Obj: 0.231990, No Obj: 0.000376, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.473429, Class: 0.996455, Obj: 0.173150, No Obj: 0.000107, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835314, Class: 0.998751, Obj: 0.576249, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.561609, Class: 0.998697, Obj: 0.091057, No Obj: 0.000097, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812918, Class: 0.995290, Obj: 0.202167, No Obj: 0.000126, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751963, Class: 0.998679, Obj: 0.186026, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.731266, Class: 0.996279, Obj: 0.141552, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810339, Class: 0.985426, Obj: 0.077986, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684825, Class: 0.997031, Obj: 0.211018, No Obj: 0.000184, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902126, Class: 0.999961, Obj: 0.874695, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851932, Class: 0.993706, Obj: 0.400771, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838627, Class: 0.992850, Obj: 0.276487, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.791360, Class: 0.993682, Obj: 0.188004, No Obj: 0.000132, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862816, Class: 0.995577, Obj: 0.650936, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697769, Class: 0.998220, Obj: 0.319749, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3193: 0.457605, 0.386563 avg loss, 0.001000 rate, 3.901854 seconds, 204352 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721182, Class: 0.991178, Obj: 0.210175, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786867, Class: 0.992353, Obj: 0.055396, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.702318, Class: 0.994952, Obj: 0.025502, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833885, Class: 0.997250, Obj: 0.388465, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763012, Class: 0.997091, Obj: 0.112354, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708793, Class: 0.988150, Obj: 0.130414, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814295, Class: 0.997963, Obj: 0.275839, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916256, Class: 0.999905, Obj: 0.936301, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719093, Class: 0.993408, Obj: 0.062146, No Obj: 0.000128, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.640585, Class: 0.999507, Obj: 0.697128, No Obj: 0.000391, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660322, Class: 0.998786, Obj: 0.148835, No Obj: 0.000117, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813106, Class: 0.999703, Obj: 0.749304, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.513106, Class: 0.968277, Obj: 0.000006, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3194: 0.382208, 0.386128 avg loss, 0.001000 rate, 3.904650 seconds, 204416 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673511, Class: 0.997223, Obj: 0.134081, No Obj: 0.000076, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900606, Class: 0.998986, Obj: 0.033448, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745230, Class: 0.999194, Obj: 0.049751, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878328, Class: 0.999382, Obj: 0.557903, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726506, Class: 0.997880, Obj: 0.036937, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907622, Class: 0.999707, Obj: 0.140874, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804395, Class: 0.995978, Obj: 0.021285, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.856280, Class: 0.999690, Obj: 0.589419, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781751, Class: 0.998201, Obj: 0.537247, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766922, Class: 0.997836, Obj: 0.259106, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828488, Class: 0.993033, Obj: 0.565948, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787237, Class: 0.996785, Obj: 0.330559, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776917, Class: 0.997498, Obj: 0.288018, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.719018, Class: 0.997202, Obj: 0.271261, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744802, Class: 0.994885, Obj: 0.123513, No Obj: 0.000074, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3195: 0.314114, 0.378926 avg loss, 0.001000 rate, 3.905738 seconds, 204480 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.676581, Class: 0.994810, Obj: 0.060523, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.737612, Class: 0.998572, Obj: 0.256877, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.823898, Class: 0.996489, Obj: 0.009436, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.772190, Class: 0.994255, Obj: 0.798656, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765759, Class: 0.996158, Obj: 0.111673, No Obj: 0.000088, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827593, Class: 0.998783, Obj: 0.444669, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.878490, Class: 0.999539, Obj: 0.512161, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.667724, Class: 0.984746, Obj: 0.427240, No Obj: 0.000420, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.751748, Class: 0.990106, Obj: 0.013680, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841578, Class: 0.995543, Obj: 0.124017, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880535, Class: 0.999353, Obj: 0.111578, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694715, Class: 0.998219, Obj: 0.090117, No Obj: 0.000112, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.321474, Class: 0.997689, Obj: 0.044666, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.669897, Class: 0.998556, Obj: 0.401830, No Obj: 0.000338, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716367, Class: 0.998356, Obj: 0.027124, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.874097, Class: 0.997756, Obj: 0.086216, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.684889, Class: 0.988880, Obj: 0.000769, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.638540, Class: 0.994877, Obj: 0.102568, No Obj: 0.000104, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3196: 0.405001, 0.381534 avg loss, 0.001000 rate, 3.907664 seconds, 204544 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805639, Class: 0.998617, Obj: 0.275221, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788129, Class: 0.996994, Obj: 0.082065, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793919, Class: 0.997684, Obj: 0.178814, No Obj: 0.000194, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.794700, Class: 0.996826, Obj: 0.211013, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762550, Class: 0.985182, Obj: 0.080041, No Obj: 0.000235, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.733909, Class: 0.997854, Obj: 0.007690, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.654050, Class: 0.977351, Obj: 0.047352, No Obj: 0.000413, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773845, Class: 0.996489, Obj: 0.228304, No Obj: 0.000145, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.684510, Class: 0.998436, Obj: 0.079672, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.783962, Class: 0.998432, Obj: 0.051627, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738385, Class: 0.996396, Obj: 0.003043, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881193, Class: 0.999928, Obj: 0.147706, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736544, Class: 0.995789, Obj: 0.203290, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.826293, Class: 0.999835, Obj: 0.941855, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.903464, Class: 0.998294, Obj: 0.574251, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.433338, Class: 0.996032, Obj: 0.090027, No Obj: 0.000081, .5R: 0.250000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798351, Class: 0.996056, Obj: 0.303732, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740893, Class: 0.996544, Obj: 0.119480, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3197: 0.465532, 0.389934 avg loss, 0.001000 rate, 3.924860 seconds, 204608 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.588638, Class: 0.985857, Obj: 0.146832, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.810128, Class: 0.993586, Obj: 0.170836, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.713536, Class: 0.996916, Obj: 0.096361, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685148, Class: 0.998033, Obj: 0.223350, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.903653, Class: 0.999360, Obj: 0.396832, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862206, Class: 0.998999, Obj: 0.166889, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773238, Class: 0.996459, Obj: 0.067562, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824336, Class: 0.992350, Obj: 0.409074, No Obj: 0.000237, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.707775, Class: 0.997600, Obj: 0.222395, No Obj: 0.000092, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.649204, Class: 0.998998, Obj: 0.154899, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.841081, Class: 0.997944, Obj: 0.777420, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734158, Class: 0.933101, Obj: 0.002875, No Obj: 0.000038, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744567, Class: 0.997270, Obj: 0.020976, No Obj: 0.000048, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861585, Class: 0.993296, Obj: 0.078044, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.909894, Class: 0.999541, Obj: 0.052739, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3198: 0.304761, 0.381416 avg loss, 0.001000 rate, 3.905121 seconds, 204672 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848928, Class: 0.999751, Obj: 0.890215, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748702, Class: 0.996157, Obj: 0.001882, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685291, Class: 0.996358, Obj: 0.177886, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.638568, Class: 0.995769, Obj: 0.082053, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835148, Class: 0.989891, Obj: 0.317111, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.685136, Class: 0.993143, Obj: 0.012349, No Obj: 0.000051, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787365, Class: 0.999276, Obj: 0.566298, No Obj: 0.000426, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.651296, Class: 0.997378, Obj: 0.134138, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667149, Class: 0.996502, Obj: 0.180521, No Obj: 0.000043, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781171, Class: 0.998358, Obj: 0.748234, No Obj: 0.000271, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.561961, Class: 0.989123, Obj: 0.045654, No Obj: 0.000014, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.778797, Class: 0.990868, Obj: 0.009523, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705651, Class: 0.998138, Obj: 0.116338, No Obj: 0.000058, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824297, Class: 0.997360, Obj: 0.269915, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3199: 0.381502, 0.381425 avg loss, 0.001000 rate, 3.903383 seconds, 204736 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872576, Class: 0.993756, Obj: 0.752225, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795236, Class: 0.997802, Obj: 0.300802, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760424, Class: 0.982658, Obj: 0.202323, No Obj: 0.000211, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744850, Class: 0.997481, Obj: 0.059632, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829107, Class: 0.998968, Obj: 0.514872, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.656541, Class: 0.996763, Obj: 0.064157, No Obj: 0.000059, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.599122, Class: 0.973755, Obj: 0.437069, No Obj: 0.000204, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825481, Class: 0.999631, Obj: 0.276594, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755018, Class: 0.961037, Obj: 0.001814, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747016, Class: 0.996865, Obj: 0.569613, No Obj: 0.000294, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751796, Class: 0.999680, Obj: 0.384011, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722876, Class: 0.997503, Obj: 0.153224, No Obj: 0.000082, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774399, Class: 0.995725, Obj: 0.378235, No Obj: 0.000294, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.706791, Class: 0.998730, Obj: 0.070259, No Obj: 0.000107, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808227, Class: 0.998404, Obj: 0.644916, No Obj: 0.000505, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.726684, Class: 0.998533, Obj: 0.150724, No Obj: 0.000106, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3200: 0.359829, 0.379265 avg loss, 0.000100 rate, 3.920416 seconds, 204800 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874976, Class: 0.990766, Obj: 0.816607, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668478, Class: 0.996134, Obj: 0.025304, No Obj: 0.000066, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854457, Class: 0.996317, Obj: 0.212470, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.855469, Class: 0.995119, Obj: 0.120261, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741375, Class: 0.995943, Obj: 0.171147, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000526, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836063, Class: 0.988066, Obj: 0.191059, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.668051, Class: 0.992240, Obj: 0.035100, No Obj: 0.000066, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.723535, Class: 0.985029, Obj: 0.018934, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770080, Class: 0.997038, Obj: 0.060205, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936471, Class: 0.999749, Obj: 0.889487, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.873989, Class: 0.992264, Obj: 0.112248, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903962, Class: 0.989062, Obj: 0.200941, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754661, Class: 0.998928, Obj: 0.064059, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669616, Class: 0.993165, Obj: 0.028752, No Obj: 0.000042, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3201: 0.402869, 0.381626 avg loss, 0.000100 rate, 3.728907 seconds, 204864 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755305, Class: 0.999022, Obj: 0.470829, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738117, Class: 0.993988, Obj: 0.141056, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740715, Class: 0.997549, Obj: 0.124718, No Obj: 0.000110, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901869, Class: 0.997967, Obj: 0.871084, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.567004, Class: 0.999481, Obj: 0.080257, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.918018, Class: 0.994312, Obj: 0.365834, No Obj: 0.000666, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762005, Class: 0.997800, Obj: 0.012040, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.826252, Class: 0.999178, Obj: 0.433909, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695708, Class: 0.981574, Obj: 0.246861, No Obj: 0.000236, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.774010, Class: 0.998850, Obj: 0.254555, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748071, Class: 0.994444, Obj: 0.270766, No Obj: 0.000175, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.751205, Class: 0.995609, Obj: 0.091991, No Obj: 0.000076, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702712, Class: 0.985846, Obj: 0.122454, No Obj: 0.000153, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704035, Class: 0.999327, Obj: 0.293201, No Obj: 0.000064, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731670, Class: 0.993737, Obj: 0.009150, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3202: 0.399481, 0.383411 avg loss, 0.000100 rate, 3.903089 seconds, 204928 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787034, Class: 0.995937, Obj: 0.109580, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829509, Class: 0.997887, Obj: 0.836357, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736032, Class: 0.995591, Obj: 0.158291, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810125, Class: 0.999899, Obj: 0.805890, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762072, Class: 0.997616, Obj: 0.185657, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827789, Class: 0.995899, Obj: 0.304105, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640430, Class: 0.994634, Obj: 0.038808, No Obj: 0.000029, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616528, Class: 0.984161, Obj: 0.005143, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.764657, Class: 0.996281, Obj: 0.182669, No Obj: 0.000168, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702451, Class: 0.995345, Obj: 0.388261, No Obj: 0.000282, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.591255, Class: 0.997795, Obj: 0.155659, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809580, Class: 0.995307, Obj: 0.596037, No Obj: 0.000358, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.703570, Class: 0.991673, Obj: 0.044419, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665571, Class: 0.995212, Obj: 0.183432, No Obj: 0.000106, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3203: 0.478530, 0.392923 avg loss, 0.000100 rate, 3.904129 seconds, 204992 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629370, Class: 0.996383, Obj: 0.199093, No Obj: 0.000117, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820035, Class: 0.986563, Obj: 0.407789, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853045, Class: 0.995447, Obj: 0.076002, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754029, Class: 0.999939, Obj: 0.981540, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865999, Class: 0.998594, Obj: 0.137931, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807877, Class: 0.999616, Obj: 0.268303, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740383, Class: 0.997877, Obj: 0.083860, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.756586, Class: 0.999713, Obj: 0.465586, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.854699, Class: 0.997384, Obj: 0.676881, No Obj: 0.000419, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.692191, Class: 0.995825, Obj: 0.096207, No Obj: 0.000114, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605421, Class: 0.999920, Obj: 0.257114, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.659096, Class: 0.998437, Obj: 0.144628, No Obj: 0.000122, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786204, Class: 0.998340, Obj: 0.064559, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685173, Class: 0.996207, Obj: 0.106354, No Obj: 0.000085, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3204: 0.395514, 0.393182 avg loss, 0.000100 rate, 3.904133 seconds, 205056 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000397, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748108, Class: 0.994466, Obj: 0.379051, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704597, Class: 0.998351, Obj: 0.122520, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.575328, Class: 0.996968, Obj: 0.034769, No Obj: 0.000047, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.888665, Class: 0.995926, Obj: 0.186506, No Obj: 0.000448, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804850, Class: 0.995629, Obj: 0.159931, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762957, Class: 0.991793, Obj: 0.266195, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934465, Class: 0.999849, Obj: 0.823644, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.608335, Class: 0.996290, Obj: 0.279969, No Obj: 0.000090, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775231, Class: 0.999897, Obj: 0.697969, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686288, Class: 0.993472, Obj: 0.304589, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789469, Class: 0.992760, Obj: 0.273260, No Obj: 0.000488, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.715358, Class: 0.997442, Obj: 0.062369, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910941, Class: 0.999073, Obj: 0.703675, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748454, Class: 0.992189, Obj: 0.048720, No Obj: 0.000022, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3205: 0.344701, 0.388334 avg loss, 0.000100 rate, 3.903034 seconds, 205120 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.737866, Class: 0.984173, Obj: 0.221473, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.863633, Class: 0.993077, Obj: 0.522833, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683413, Class: 0.999467, Obj: 0.501809, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751018, Class: 0.999424, Obj: 0.862244, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731651, Class: 0.998817, Obj: 0.827393, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000235, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857367, Class: 0.998092, Obj: 0.659470, No Obj: 0.000479, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.773467, Class: 0.996338, Obj: 0.228758, No Obj: 0.000138, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766363, Class: 0.992301, Obj: 0.467267, No Obj: 0.000211, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.579385, Class: 0.995559, Obj: 0.048023, No Obj: 0.000055, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822570, Class: 0.997821, Obj: 0.446684, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.617090, Class: 0.994166, Obj: 0.123964, No Obj: 0.000121, .5R: 0.750000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794993, Class: 0.998987, Obj: 0.082019, No Obj: 0.000035, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.774773, Class: 0.982838, Obj: 0.630356, No Obj: 0.000371, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723005, Class: 0.993719, Obj: 0.129693, No Obj: 0.000054, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695806, Class: 0.989182, Obj: 0.060346, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.685833, Class: 0.992168, Obj: 0.058215, No Obj: 0.000084, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3206: 0.464291, 0.395930 avg loss, 0.000100 rate, 3.906712 seconds, 205184 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.725037, Class: 0.993607, Obj: 0.705406, No Obj: 0.000390, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770101, Class: 0.992892, Obj: 0.210995, No Obj: 0.000409, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.702994, Class: 0.996778, Obj: 0.151823, No Obj: 0.000098, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795745, Class: 0.999600, Obj: 0.609683, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713703, Class: 0.996683, Obj: 0.108744, No Obj: 0.000083, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671465, Class: 0.993895, Obj: 0.106252, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773352, Class: 0.997493, Obj: 0.143777, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.606867, Class: 0.988654, Obj: 0.151668, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630407, Class: 0.996822, Obj: 0.170148, No Obj: 0.000082, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868678, Class: 0.997541, Obj: 0.289468, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698581, Class: 0.995263, Obj: 0.130214, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.654176, Class: 0.996698, Obj: 0.382962, No Obj: 0.000403, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.799539, Class: 0.984777, Obj: 0.248247, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646644, Class: 0.996047, Obj: 0.101103, No Obj: 0.000097, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882652, Class: 0.995974, Obj: 0.682874, No Obj: 0.000516, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758594, Class: 0.996074, Obj: 0.150396, No Obj: 0.000047, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728474, Class: 0.997714, Obj: 0.323881, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3207: 0.494857, 0.405822 avg loss, 0.000100 rate, 3.919102 seconds, 205248 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735056, Class: 0.992944, Obj: 0.062029, No Obj: 0.000043, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852316, Class: 0.997062, Obj: 0.500095, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.592820, Class: 0.995354, Obj: 0.131716, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.667859, Class: 0.999620, Obj: 0.868729, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773664, Class: 0.998974, Obj: 0.150352, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834504, Class: 0.999920, Obj: 0.549843, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791178, Class: 0.993759, Obj: 0.457347, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704973, Class: 0.998810, Obj: 0.365464, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701847, Class: 0.997273, Obj: 0.309223, No Obj: 0.000179, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: 0.788973, Class: 0.997876, Obj: 0.799383, No Obj: 0.000786, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.846752, Class: 0.999706, Obj: 0.416103, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742387, Class: 0.998173, Obj: 0.227627, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.795581, Class: 0.995848, Obj: 0.516810, No Obj: 0.000880, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: 0.861419, Class: 0.997241, Obj: 0.816361, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617715, Class: 0.994499, Obj: 0.164203, No Obj: 0.000127, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3208: 0.318654, 0.397106 avg loss, 0.000100 rate, 3.889517 seconds, 205312 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811908, Class: 0.997605, Obj: 0.016744, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643811, Class: 0.995584, Obj: 0.184132, No Obj: 0.000048, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695613, Class: 0.992316, Obj: 0.093655, No Obj: 0.000059, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837527, Class: 0.998995, Obj: 0.809140, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833194, Class: 0.999220, Obj: 0.478398, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.873460, Class: 0.997893, Obj: 0.838695, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580096, Class: 0.988584, Obj: 0.007628, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652950, Class: 0.998372, Obj: 0.162271, No Obj: 0.000094, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.740502, Class: 0.984160, Obj: 0.066120, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814228, Class: 0.998802, Obj: 0.508897, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834160, Class: 0.993159, Obj: 0.238645, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.802062, Class: 0.992534, Obj: 0.069758, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915621, Class: 0.976840, Obj: 0.059703, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812591, Class: 0.998085, Obj: 0.262140, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3209: 0.290982, 0.386493 avg loss, 0.000100 rate, 3.914731 seconds, 205376 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660237, Class: 0.998080, Obj: 0.305237, No Obj: 0.000110, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708417, Class: 0.996910, Obj: 0.233878, No Obj: 0.000113, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821873, Class: 0.996315, Obj: 0.207846, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776125, Class: 0.995854, Obj: 0.192356, No Obj: 0.000121, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799080, Class: 0.996566, Obj: 0.041817, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730143, Class: 0.997140, Obj: 0.116348, No Obj: 0.000056, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653481, Class: 0.995151, Obj: 0.293748, No Obj: 0.000116, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849416, Class: 0.996955, Obj: 0.682137, No Obj: 0.000369, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.694968, Class: 0.994591, Obj: 0.185168, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000340, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727030, Class: 0.989469, Obj: 0.040007, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.793041, Class: 0.994988, Obj: 0.038093, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761366, Class: 0.999186, Obj: 0.600156, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811536, Class: 0.997135, Obj: 0.149316, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3210: 0.437566, 0.391600 avg loss, 0.000100 rate, 3.913689 seconds, 205440 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733628, Class: 0.998794, Obj: 0.195068, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752722, Class: 0.995450, Obj: 0.199113, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791357, Class: 0.991817, Obj: 0.339038, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769385, Class: 0.999127, Obj: 0.106820, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897453, Class: 0.998999, Obj: 0.365854, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726382, Class: 0.999218, Obj: 0.242122, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839249, Class: 0.993169, Obj: 0.003162, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768265, Class: 0.997802, Obj: 0.270018, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677895, Class: 0.989860, Obj: 0.014717, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682236, Class: 0.999263, Obj: 0.215636, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859334, Class: 0.998744, Obj: 0.416440, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684790, Class: 0.998865, Obj: 0.244659, No Obj: 0.000095, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703790, Class: 0.986056, Obj: 0.026741, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.582016, Class: 0.992022, Obj: 0.010471, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780382, Class: 0.995692, Obj: 0.368293, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.808246, Class: 0.998735, Obj: 0.310911, No Obj: 0.000202, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3211: 0.310071, 0.383448 avg loss, 0.000100 rate, 3.903240 seconds, 205504 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.869613, Class: 0.998480, Obj: 0.645054, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.543133, Class: 0.998521, Obj: 0.109177, No Obj: 0.000037, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.623602, Class: 0.985412, Obj: 0.014453, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717088, Class: 0.985046, Obj: 0.052461, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611431, Class: 0.998324, Obj: 0.243597, No Obj: 0.000070, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682403, Class: 0.947303, Obj: 0.000069, No Obj: 0.000006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.720475, Class: 0.997846, Obj: 0.451661, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841220, Class: 0.995212, Obj: 0.180725, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.882721, Class: 0.997698, Obj: 0.291264, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.861404, Class: 0.981470, Obj: 0.079023, No Obj: 0.000457, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849568, Class: 0.996763, Obj: 0.294417, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921019, Class: 0.999593, Obj: 0.293101, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737069, Class: 0.997251, Obj: 0.022993, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888167, Class: 0.997865, Obj: 0.720543, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715209, Class: 0.997376, Obj: 0.110032, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630909, Class: 0.988393, Obj: 0.002217, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723223, Class: 0.988920, Obj: 0.081196, No Obj: 0.000059, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3212: 0.384287, 0.383531 avg loss, 0.000100 rate, 3.904226 seconds, 205568 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.584438, Class: 0.990436, Obj: 0.066640, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697578, Class: 0.995172, Obj: 0.077348, No Obj: 0.000094, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776035, Class: 0.997390, Obj: 0.389118, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741202, Class: 0.996484, Obj: 0.084592, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.969779, Class: 0.998504, Obj: 0.927720, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.820002, Class: 0.996953, Obj: 0.409057, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.702732, Class: 0.995707, Obj: 0.148861, No Obj: 0.000091, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951040, Class: 0.997726, Obj: 0.001925, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746399, Class: 0.994945, Obj: 0.136546, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906289, Class: 0.987456, Obj: 0.051955, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736516, Class: 0.997341, Obj: 0.098105, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812094, Class: 0.997217, Obj: 0.545661, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.845438, Class: 0.999341, Obj: 0.360024, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909744, Class: 0.999810, Obj: 0.981212, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.534359, Class: 0.997065, Obj: 0.034508, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3213: 0.353979, 0.380576 avg loss, 0.000100 rate, 3.908877 seconds, 205632 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705402, Class: 0.992182, Obj: 0.011202, No Obj: 0.000239, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.772560, Class: 0.995735, Obj: 0.054461, No Obj: 0.000106, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734569, Class: 0.998776, Obj: 0.038648, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.842526, Class: 0.996772, Obj: 0.170655, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857495, Class: 0.996509, Obj: 0.791108, No Obj: 0.000443, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.828314, Class: 0.999345, Obj: 0.128392, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769741, Class: 0.996744, Obj: 0.156003, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823236, Class: 0.999914, Obj: 0.919576, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836480, Class: 0.996668, Obj: 0.252886, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.776143, Class: 0.999041, Obj: 0.773494, No Obj: 0.000475, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.553688, Class: 0.992379, Obj: 0.066016, No Obj: 0.000082, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787505, Class: 0.992648, Obj: 0.257371, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.772310, Class: 0.998127, Obj: 0.227148, No Obj: 0.000144, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.856672, Class: 0.996327, Obj: 0.874979, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715043, Class: 0.997531, Obj: 0.042888, No Obj: 0.000026, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3214: 0.330603, 0.375579 avg loss, 0.000100 rate, 3.911861 seconds, 205696 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764045, Class: 0.999897, Obj: 0.368363, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855344, Class: 0.997380, Obj: 0.413990, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801822, Class: 0.998710, Obj: 0.172330, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680436, Class: 0.997591, Obj: 0.059434, No Obj: 0.000044, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732326, Class: 0.992147, Obj: 0.052301, No Obj: 0.000078, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819602, Class: 0.997769, Obj: 0.378014, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682712, Class: 0.995759, Obj: 0.151369, No Obj: 0.000138, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814589, Class: 0.999510, Obj: 0.355081, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699769, Class: 0.994450, Obj: 0.128378, No Obj: 0.000159, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.811749, Class: 0.998789, Obj: 0.708639, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.657425, Class: 0.996461, Obj: 0.456842, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824303, Class: 0.998513, Obj: 0.600945, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771246, Class: 0.996191, Obj: 0.457862, No Obj: 0.000358, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.746743, Class: 0.998330, Obj: 0.276247, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3215: 0.299695, 0.367991 avg loss, 0.000100 rate, 3.902119 seconds, 205760 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756085, Class: 0.996967, Obj: 0.079555, No Obj: 0.000085, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.547094, Class: 0.997349, Obj: 0.138434, No Obj: 0.000077, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822676, Class: 0.996826, Obj: 0.197449, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788571, Class: 0.997429, Obj: 0.114628, No Obj: 0.000062, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693604, Class: 0.994046, Obj: 0.172161, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817816, Class: 0.997505, Obj: 0.146119, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710517, Class: 0.994969, Obj: 0.428073, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747839, Class: 0.991583, Obj: 0.085726, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758546, Class: 0.996511, Obj: 0.239102, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794027, Class: 0.996102, Obj: 0.238169, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3216: 0.281416, 0.359333 avg loss, 0.000100 rate, 3.917152 seconds, 205824 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796217, Class: 0.996866, Obj: 0.189561, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822250, Class: 0.996466, Obj: 0.435279, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.880230, Class: 0.999167, Obj: 0.466018, No Obj: 0.000593, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700881, Class: 0.996612, Obj: 0.139517, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737578, Class: 0.998177, Obj: 0.210268, No Obj: 0.000122, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.617696, Class: 0.998124, Obj: 0.374842, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765595, Class: 0.996144, Obj: 0.067234, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.703847, Class: 0.998751, Obj: 0.331534, No Obj: 0.000261, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769558, Class: 0.995295, Obj: 0.314531, No Obj: 0.000148, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669285, Class: 0.994576, Obj: 0.783181, No Obj: 0.000325, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.603563, Class: 0.997812, Obj: 0.069726, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000248, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726521, Class: 0.995910, Obj: 0.265602, No Obj: 0.000350, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.696759, Class: 0.994643, Obj: 0.165069, No Obj: 0.000136, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790559, Class: 0.999018, Obj: 0.189508, No Obj: 0.000059, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3217: 0.346960, 0.358096 avg loss, 0.000100 rate, 3.905940 seconds, 205888 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841340, Class: 0.997298, Obj: 0.711849, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738668, Class: 0.986777, Obj: 0.206668, No Obj: 0.000544, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.799903, Class: 0.997684, Obj: 0.241394, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.415672, Class: 0.885286, Obj: 0.001030, No Obj: 0.000138, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.763720, Class: 0.993264, Obj: 0.096313, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846337, Class: 0.997854, Obj: 0.706131, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776587, Class: 0.996317, Obj: 0.284251, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771559, Class: 0.994934, Obj: 0.142911, No Obj: 0.000131, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.532591, Class: 0.987338, Obj: 0.206771, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657665, Class: 0.997043, Obj: 0.077939, No Obj: 0.000081, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688974, Class: 0.998528, Obj: 0.379854, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809871, Class: 0.997721, Obj: 0.477189, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755222, Class: 0.998189, Obj: 0.138007, No Obj: 0.000129, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3218: 0.375668, 0.359853 avg loss, 0.000100 rate, 3.910533 seconds, 205952 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668984, Class: 0.998173, Obj: 0.245829, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697268, Class: 0.995291, Obj: 0.540089, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.841647, Class: 0.998709, Obj: 0.180639, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783866, Class: 0.993830, Obj: 0.236288, No Obj: 0.000280, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778693, Class: 0.995403, Obj: 0.265278, No Obj: 0.000139, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.631767, Class: 0.996864, Obj: 0.313988, No Obj: 0.000369, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.814392, Class: 0.999703, Obj: 0.901253, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726747, Class: 0.994968, Obj: 0.029814, No Obj: 0.000140, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744292, Class: 0.997023, Obj: 0.649178, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833413, Class: 0.994567, Obj: 0.226692, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.799902, Class: 0.998601, Obj: 0.111158, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682394, Class: 0.996339, Obj: 0.213005, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.850765, Class: 0.999326, Obj: 0.811929, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883279, Class: 0.999386, Obj: 0.790800, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766540, Class: 0.997804, Obj: 0.264372, No Obj: 0.000194, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864512, Class: 0.998900, Obj: 0.830271, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760537, Class: 0.999370, Obj: 0.064762, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3219: 0.401170, 0.363985 avg loss, 0.000100 rate, 3.899467 seconds, 206016 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.581433, Class: 0.994168, Obj: 0.501110, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.776627, Class: 0.999093, Obj: 0.874485, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720553, Class: 0.996024, Obj: 0.161664, No Obj: 0.000156, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766381, Class: 0.997101, Obj: 0.356588, No Obj: 0.000143, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.817025, Class: 0.996256, Obj: 0.220408, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747766, Class: 0.989516, Obj: 0.011916, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.793524, Class: 0.997699, Obj: 0.242425, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855799, Class: 0.999180, Obj: 0.843269, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679032, Class: 0.996140, Obj: 0.166780, No Obj: 0.000212, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822521, Class: 0.999606, Obj: 0.835055, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649499, Class: 0.997699, Obj: 0.112794, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869004, Class: 0.996593, Obj: 0.273909, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3220: 0.345139, 0.362100 avg loss, 0.000100 rate, 3.902580 seconds, 206080 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571456, Class: 0.994878, Obj: 0.217484, No Obj: 0.000179, .5R: 0.625000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866166, Class: 0.999728, Obj: 0.700083, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775925, Class: 0.997063, Obj: 0.367733, No Obj: 0.000193, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.762890, Class: 0.974629, Obj: 0.001382, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.833448, Class: 0.995325, Obj: 0.110443, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797316, Class: 0.996218, Obj: 0.187489, No Obj: 0.000130, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702116, Class: 0.977087, Obj: 0.002786, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652812, Class: 0.997696, Obj: 0.295478, No Obj: 0.000082, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726136, Class: 0.995084, Obj: 0.151775, No Obj: 0.000077, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799466, Class: 0.999656, Obj: 0.598874, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747934, Class: 0.991632, Obj: 0.153475, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869461, Class: 0.993578, Obj: 0.269909, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741526, Class: 0.994502, Obj: 0.189974, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860713, Class: 0.999270, Obj: 0.153067, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715624, Class: 0.998084, Obj: 0.375916, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3221: 0.397854, 0.365676 avg loss, 0.000100 rate, 3.913712 seconds, 206144 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636497, Class: 0.996645, Obj: 0.063980, No Obj: 0.000069, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815987, Class: 0.994623, Obj: 0.207297, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.646441, Class: 0.994925, Obj: 0.196949, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771073, Class: 0.996143, Obj: 0.382284, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773163, Class: 0.999090, Obj: 0.547564, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639134, Class: 0.996015, Obj: 0.046651, No Obj: 0.000094, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846034, Class: 0.999616, Obj: 0.727514, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640303, Class: 0.994710, Obj: 0.077946, No Obj: 0.000073, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760561, Class: 0.994845, Obj: 0.079605, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786171, Class: 0.999699, Obj: 0.453866, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772419, Class: 0.998094, Obj: 0.243020, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750784, Class: 0.932191, Obj: 0.004293, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.819300, Class: 0.997756, Obj: 0.381525, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3222: 0.346958, 0.363804 avg loss, 0.000100 rate, 3.921395 seconds, 206208 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705077, Class: 0.999823, Obj: 0.912398, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821713, Class: 0.989721, Obj: 0.086313, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710960, Class: 0.993677, Obj: 0.136311, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852182, Class: 0.990804, Obj: 0.253843, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.761126, Class: 0.997151, Obj: 0.223356, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866400, Class: 0.999645, Obj: 0.809992, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745442, Class: 0.999413, Obj: 0.337065, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.784244, Class: 0.998881, Obj: 0.245843, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639772, Class: 0.998266, Obj: 0.041354, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000200, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885452, Class: 0.999690, Obj: 0.890072, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800894, Class: 0.994961, Obj: 0.344123, No Obj: 0.000167, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817730, Class: 0.997923, Obj: 0.947485, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746933, Class: 0.995135, Obj: 0.042704, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758083, Class: 0.999364, Obj: 0.806294, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717792, Class: 0.998303, Obj: 0.248029, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3223: 0.277019, 0.355125 avg loss, 0.000100 rate, 3.916385 seconds, 206272 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836635, Class: 0.998259, Obj: 0.723487, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745835, Class: 0.995154, Obj: 0.039408, No Obj: 0.000135, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909147, Class: 0.996007, Obj: 0.654972, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751123, Class: 0.997333, Obj: 0.164656, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806471, Class: 0.853075, Obj: 0.000124, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.466109, Class: 0.991664, Obj: 0.098028, No Obj: 0.000055, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737606, Class: 0.999532, Obj: 0.596942, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784985, Class: 0.996146, Obj: 0.150401, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797008, Class: 0.997461, Obj: 0.633673, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.870677, Class: 0.998729, Obj: 0.209358, No Obj: 0.000374, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811997, Class: 0.998867, Obj: 0.494718, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778409, Class: 0.997948, Obj: 0.196089, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844878, Class: 0.994508, Obj: 0.334873, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000205, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851310, Class: 0.998203, Obj: 0.374616, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.843374, Class: 0.998645, Obj: 0.522153, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3224: 0.243564, 0.343969 avg loss, 0.000100 rate, 3.904002 seconds, 206336 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710544, Class: 0.996484, Obj: 0.000830, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767397, Class: 0.998133, Obj: 0.273873, No Obj: 0.000176, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809780, Class: 0.994594, Obj: 0.487094, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773448, Class: 0.995000, Obj: 0.115654, No Obj: 0.000084, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724604, Class: 0.999134, Obj: 0.167237, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792036, Class: 0.995682, Obj: 0.165938, No Obj: 0.000143, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804427, Class: 0.996277, Obj: 0.592409, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835864, Class: 0.996600, Obj: 0.299316, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848698, Class: 0.995856, Obj: 0.056922, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.848188, Class: 0.995426, Obj: 0.108102, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000282, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851627, Class: 0.997283, Obj: 0.617638, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839130, Class: 0.997626, Obj: 0.184459, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858524, Class: 0.996407, Obj: 0.127050, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790139, Class: 0.996944, Obj: 0.253356, No Obj: 0.000192, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897367, Class: 0.995919, Obj: 0.088768, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776961, Class: 0.996359, Obj: 0.292516, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3225: 0.371923, 0.346765 avg loss, 0.000100 rate, 3.906868 seconds, 206400 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883607, Class: 0.999150, Obj: 0.571393, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772957, Class: 0.996689, Obj: 0.366708, No Obj: 0.000166, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.780484, Class: 0.999725, Obj: 0.962923, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740268, Class: 0.996182, Obj: 0.324460, No Obj: 0.000152, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716094, Class: 0.996284, Obj: 0.078684, No Obj: 0.000315, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.833289, Class: 0.998560, Obj: 0.202936, No Obj: 0.000146, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699793, Class: 0.994765, Obj: 0.003344, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815427, Class: 0.995494, Obj: 0.343197, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727155, Class: 0.989128, Obj: 0.017511, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781381, Class: 0.998584, Obj: 0.422590, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865239, Class: 0.998692, Obj: 0.253374, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845600, Class: 0.996658, Obj: 0.686154, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775859, Class: 0.997225, Obj: 0.495750, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617976, Class: 0.997154, Obj: 0.204596, No Obj: 0.000176, .5R: 0.857143, .75R: 0.142857, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3226: 0.362941, 0.348382 avg loss, 0.000100 rate, 3.923994 seconds, 206464 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832159, Class: 0.999893, Obj: 0.454326, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738465, Class: 0.997478, Obj: 0.278045, No Obj: 0.000142, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.726425, Class: 0.984704, Obj: 0.008222, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442336, Class: 0.997134, Obj: 0.175514, No Obj: 0.000063, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797910, Class: 0.998543, Obj: 0.254488, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896708, Class: 0.999629, Obj: 0.827884, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797566, Class: 0.997917, Obj: 0.302122, No Obj: 0.000144, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.827038, Class: 0.996715, Obj: 0.046801, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746949, Class: 0.997705, Obj: 0.138044, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761164, Class: 0.998626, Obj: 0.273155, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834995, Class: 0.998825, Obj: 0.863124, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.877659, Class: 0.998232, Obj: 0.547404, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829800, Class: 0.992549, Obj: 0.102073, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.901385, Class: 0.996948, Obj: 0.739010, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3227: 0.220177, 0.335562 avg loss, 0.000100 rate, 3.902465 seconds, 206528 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.668901, Class: 0.983500, Obj: 0.000809, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791845, Class: 0.998510, Obj: 0.305663, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.923150, Class: 0.993680, Obj: 0.158882, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.599841, Class: 0.985459, Obj: 0.001664, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679070, Class: 0.991349, Obj: 0.121891, No Obj: 0.000129, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801614, Class: 0.997600, Obj: 0.454730, No Obj: 0.000256, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694821, Class: 0.995550, Obj: 0.223915, No Obj: 0.000152, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.633674, Class: 0.999551, Obj: 0.923956, No Obj: 0.000438, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.904454, Class: 0.998077, Obj: 0.388003, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714078, Class: 0.987683, Obj: 0.185772, No Obj: 0.000177, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: 0.810181, Class: 0.999569, Obj: 0.935727, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.799278, Class: 0.999888, Obj: 0.898019, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623260, Class: 0.996436, Obj: 0.013290, No Obj: 0.000067, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936125, Class: 0.998180, Obj: 0.530275, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685479, Class: 0.994838, Obj: 0.200040, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951526, Class: 0.999796, Obj: 0.665107, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658448, Class: 0.997017, Obj: 0.092450, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853543, Class: 0.992537, Obj: 0.263529, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790724, Class: 0.998781, Obj: 0.336217, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3228: 0.452853, 0.347291 avg loss, 0.000100 rate, 3.906234 seconds, 206592 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858701, Class: 0.999717, Obj: 0.035795, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.919853, Class: 0.995622, Obj: 0.153364, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820405, Class: 0.999423, Obj: 0.467392, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.780420, Class: 0.998326, Obj: 0.287131, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.656242, Class: 0.995518, Obj: 0.225570, No Obj: 0.000355, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.913953, Class: 0.998415, Obj: 0.576777, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696679, Class: 0.996261, Obj: 0.197751, No Obj: 0.000106, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000271, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731685, Class: 0.997082, Obj: 0.186841, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736832, Class: 0.997927, Obj: 0.189402, No Obj: 0.000406, .5R: 1.000000, .75R: 0.200000, count: 5 Region 106 Avg IOU: 0.904897, Class: 0.998516, Obj: 0.893788, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816094, Class: 0.995693, Obj: 0.423517, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811586, Class: 0.998516, Obj: 0.027440, No Obj: 0.000089, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907890, Class: 0.999345, Obj: 0.004917, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762823, Class: 0.998600, Obj: 0.341808, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3229: 0.290664, 0.341628 avg loss, 0.000100 rate, 3.904554 seconds, 206656 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825285, Class: 0.993419, Obj: 0.398218, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.805403, Class: 0.995889, Obj: 0.073925, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781323, Class: 0.998574, Obj: 0.346150, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745100, Class: 0.995062, Obj: 0.043162, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773376, Class: 0.997304, Obj: 0.214025, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809143, Class: 0.994678, Obj: 0.157687, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778326, Class: 0.999018, Obj: 0.277624, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.917660, Class: 0.997016, Obj: 0.425428, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863026, Class: 0.999385, Obj: 0.643661, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672857, Class: 0.997331, Obj: 0.051394, No Obj: 0.000032, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.850594, Class: 0.974186, Obj: 0.003235, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.889537, Class: 0.999109, Obj: 0.097025, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792710, Class: 0.996973, Obj: 0.150703, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797129, Class: 0.996592, Obj: 0.267694, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.370362, Class: 0.951388, Obj: 0.115742, No Obj: 0.000375, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.813297, Class: 0.996001, Obj: 0.330678, No Obj: 0.000254, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.727186, Class: 0.992735, Obj: 0.103376, No Obj: 0.000172, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3230: 0.337833, 0.341249 avg loss, 0.000100 rate, 3.912061 seconds, 206720 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837427, Class: 0.998467, Obj: 0.280829, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763155, Class: 0.995529, Obj: 0.293373, No Obj: 0.000197, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796191, Class: 0.999798, Obj: 0.692897, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709130, Class: 0.995949, Obj: 0.049290, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787314, Class: 0.998001, Obj: 0.308176, No Obj: 0.000171, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709669, Class: 0.999546, Obj: 0.056557, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800043, Class: 0.999884, Obj: 0.079366, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872558, Class: 0.996718, Obj: 0.033335, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813025, Class: 0.999785, Obj: 0.022146, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.878048, Class: 0.998816, Obj: 0.118898, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651509, Class: 0.985464, Obj: 0.074330, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680305, Class: 0.995825, Obj: 0.187994, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823495, Class: 0.992207, Obj: 0.369897, No Obj: 0.000260, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.819993, Class: 0.997951, Obj: 0.340185, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3231: 0.308918, 0.338016 avg loss, 0.000100 rate, 3.909909 seconds, 206784 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.672934, Class: 0.997991, Obj: 0.529231, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795244, Class: 0.998896, Obj: 0.280146, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668562, Class: 0.998118, Obj: 0.162074, No Obj: 0.000082, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.654520, Class: 0.999566, Obj: 0.479672, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.735247, Class: 0.997077, Obj: 0.895295, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760698, Class: 0.998795, Obj: 0.225879, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882638, Class: 0.998168, Obj: 0.563530, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777982, Class: 0.997921, Obj: 0.095942, No Obj: 0.000134, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737039, Class: 0.993538, Obj: 0.025680, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814395, Class: 0.994561, Obj: 0.052192, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.620187, Class: 0.995858, Obj: 0.042413, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784824, Class: 0.998289, Obj: 0.061445, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.612194, Class: 0.999830, Obj: 0.979417, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678392, Class: 0.994335, Obj: 0.155955, No Obj: 0.000106, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835145, Class: 0.997710, Obj: 0.468649, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.767752, Class: 0.997831, Obj: 0.138578, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3232: 0.394892, 0.343703 avg loss, 0.000100 rate, 3.904423 seconds, 206848 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789918, Class: 0.995686, Obj: 0.403477, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774860, Class: 0.998247, Obj: 0.098131, No Obj: 0.000100, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000264, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832120, Class: 0.995950, Obj: 0.527139, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690478, Class: 0.991245, Obj: 0.168770, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844754, Class: 0.999843, Obj: 0.688797, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768234, Class: 0.997975, Obj: 0.064628, No Obj: 0.000155, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748330, Class: 0.994966, Obj: 0.297625, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697033, Class: 0.994621, Obj: 0.137332, No Obj: 0.000110, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829944, Class: 0.999906, Obj: 0.971344, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641510, Class: 0.992195, Obj: 0.240783, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755170, Class: 0.997653, Obj: 0.446446, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807955, Class: 0.997272, Obj: 0.117191, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774919, Class: 0.996489, Obj: 0.004252, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851934, Class: 0.998024, Obj: 0.253657, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3233: 0.367379, 0.346071 avg loss, 0.000100 rate, 3.903148 seconds, 206912 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928991, Class: 0.996026, Obj: 0.401217, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792996, Class: 0.996969, Obj: 0.282232, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772094, Class: 0.992919, Obj: 0.243267, No Obj: 0.000106, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761759, Class: 0.992944, Obj: 0.071862, No Obj: 0.000068, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.625422, Class: 0.995099, Obj: 0.818713, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838860, Class: 0.997357, Obj: 0.159825, No Obj: 0.000122, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857659, Class: 0.999668, Obj: 0.874434, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749750, Class: 0.997328, Obj: 0.280563, No Obj: 0.000192, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794689, Class: 0.995704, Obj: 0.502998, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.870775, Class: 0.998510, Obj: 0.304588, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753972, Class: 0.994911, Obj: 0.131471, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743146, Class: 0.996964, Obj: 0.383692, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777363, Class: 0.994534, Obj: 0.127876, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3234: 0.285873, 0.340051 avg loss, 0.000100 rate, 3.899794 seconds, 206976 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696871, Class: 0.997430, Obj: 0.200332, No Obj: 0.000182, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.834342, Class: 0.996776, Obj: 0.285499, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.870439, Class: 0.999670, Obj: 0.559900, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737291, Class: 0.999087, Obj: 0.322207, No Obj: 0.000104, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793947, Class: 0.998048, Obj: 0.341154, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.630870, Class: 0.996211, Obj: 0.100033, No Obj: 0.000085, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784955, Class: 0.993226, Obj: 0.138451, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000241, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806969, Class: 0.995806, Obj: 0.024686, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716861, Class: 0.996545, Obj: 0.073221, No Obj: 0.000051, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.877366, Class: 0.998843, Obj: 0.185265, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.807347, Class: 0.999070, Obj: 0.553384, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742922, Class: 0.991443, Obj: 0.015770, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.907632, Class: 0.997874, Obj: 0.243407, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828720, Class: 0.999334, Obj: 0.948038, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676243, Class: 0.996215, Obj: 0.148667, No Obj: 0.000110, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3235: 0.394000, 0.345446 avg loss, 0.000100 rate, 3.902774 seconds, 207040 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899532, Class: 0.995409, Obj: 0.343830, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.672494, Class: 0.995040, Obj: 0.022103, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685913, Class: 0.990756, Obj: 0.131147, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788179, Class: 0.991623, Obj: 0.027843, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589812, Class: 0.997070, Obj: 0.228933, No Obj: 0.000062, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639038, Class: 0.992046, Obj: 0.017848, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906592, Class: 0.998737, Obj: 0.346832, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.518845, Class: 0.992651, Obj: 0.014487, No Obj: 0.000087, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773085, Class: 0.974750, Obj: 0.016036, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695830, Class: 0.996988, Obj: 0.034864, No Obj: 0.000071, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.867026, Class: 0.999108, Obj: 0.289586, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720167, Class: 0.997981, Obj: 0.379595, No Obj: 0.000145, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3236: 0.445290, 0.355430 avg loss, 0.000100 rate, 3.908914 seconds, 207104 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813157, Class: 0.996483, Obj: 0.497989, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731580, Class: 0.994871, Obj: 0.096562, No Obj: 0.000101, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727118, Class: 0.992151, Obj: 0.517233, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788559, Class: 0.997609, Obj: 0.114005, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693518, Class: 0.996333, Obj: 0.068247, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711968, Class: 0.993369, Obj: 0.072147, No Obj: 0.000093, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.511009, Class: 0.989541, Obj: 0.011504, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801918, Class: 0.998400, Obj: 0.266705, No Obj: 0.000132, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851989, Class: 0.999321, Obj: 0.722391, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812020, Class: 0.992892, Obj: 0.230675, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.459614, Class: 0.999075, Obj: 0.217233, No Obj: 0.000126, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765143, Class: 0.997891, Obj: 0.127513, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749448, Class: 0.993880, Obj: 0.505799, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782472, Class: 0.996087, Obj: 0.053390, No Obj: 0.000093, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912111, Class: 0.987936, Obj: 0.605910, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711612, Class: 0.996594, Obj: 0.139351, No Obj: 0.000134, .5R: 1.000000, .75R: 0.300000, count: 10 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3237: 0.460585, 0.365946 avg loss, 0.000100 rate, 3.910716 seconds, 207168 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.795370, Class: 0.995399, Obj: 0.027581, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697587, Class: 0.997157, Obj: 0.181453, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796276, Class: 0.997790, Obj: 0.193965, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.690183, Class: 0.987767, Obj: 0.152030, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693193, Class: 0.996644, Obj: 0.171768, No Obj: 0.000153, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744143, Class: 0.996026, Obj: 0.034474, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.747894, Class: 0.996749, Obj: 0.159135, No Obj: 0.000169, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.627063, Class: 0.949235, Obj: 0.246131, No Obj: 0.000403, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.876152, Class: 0.998763, Obj: 0.613316, No Obj: 0.000393, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.763737, Class: 0.995142, Obj: 0.224610, No Obj: 0.000175, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876191, Class: 0.993133, Obj: 0.398373, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.783959, Class: 0.998865, Obj: 0.293035, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851985, Class: 0.992223, Obj: 0.012259, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780053, Class: 0.995949, Obj: 0.046215, No Obj: 0.000105, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788146, Class: 0.997693, Obj: 0.227978, No Obj: 0.000175, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3238: 0.511290, 0.380480 avg loss, 0.000100 rate, 3.917127 seconds, 207232 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798328, Class: 0.999090, Obj: 0.503466, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930896, Class: 0.998897, Obj: 0.007118, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734152, Class: 0.996801, Obj: 0.196193, No Obj: 0.000116, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766408, Class: 0.996823, Obj: 0.038548, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788631, Class: 0.999043, Obj: 0.155989, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.666382, Class: 0.999263, Obj: 0.262588, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771620, Class: 0.995648, Obj: 0.329950, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721919, Class: 0.998152, Obj: 0.312989, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734671, Class: 0.998640, Obj: 0.015464, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721155, Class: 0.999229, Obj: 0.078046, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.590882, Class: 0.991320, Obj: 0.000111, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690788, Class: 0.994335, Obj: 0.135380, No Obj: 0.000087, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3239: 0.308878, 0.373320 avg loss, 0.000100 rate, 3.900514 seconds, 207296 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853595, Class: 0.997187, Obj: 0.655080, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.781031, Class: 0.996870, Obj: 0.116172, No Obj: 0.000080, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729213, Class: 0.997040, Obj: 0.172000, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000255, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783652, Class: 0.993047, Obj: 0.835973, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766741, Class: 0.993380, Obj: 0.165491, No Obj: 0.000150, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851951, Class: 0.938559, Obj: 0.052366, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758677, Class: 0.997671, Obj: 0.031269, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852903, Class: 0.994034, Obj: 0.211262, No Obj: 0.000364, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.641801, Class: 0.996873, Obj: 0.239762, No Obj: 0.000162, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.732442, Class: 0.994926, Obj: 0.373441, No Obj: 0.000511, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.811687, Class: 0.999621, Obj: 0.559986, No Obj: 0.000337, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.597351, Class: 0.991633, Obj: 0.348022, No Obj: 0.000118, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800069, Class: 0.987767, Obj: 0.486452, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850137, Class: 0.996613, Obj: 0.234761, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732322, Class: 0.967117, Obj: 0.316031, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.737177, Class: 0.998773, Obj: 0.376487, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3240: 0.473067, 0.383295 avg loss, 0.000100 rate, 3.905027 seconds, 207360 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614005, Class: 0.984340, Obj: 0.014722, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751738, Class: 0.995773, Obj: 0.022272, No Obj: 0.000038, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.796215, Class: 0.998018, Obj: 0.512362, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.858122, Class: 0.998602, Obj: 0.013463, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822862, Class: 0.997874, Obj: 0.140014, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.816145, Class: 0.992755, Obj: 0.164099, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.924238, Class: 0.992921, Obj: 0.635999, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682058, Class: 0.998065, Obj: 0.125459, No Obj: 0.000154, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771741, Class: 0.999934, Obj: 0.427533, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803684, Class: 0.999128, Obj: 0.235134, No Obj: 0.000170, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893222, Class: 0.995504, Obj: 0.079019, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736513, Class: 0.998179, Obj: 0.162704, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797127, Class: 0.994180, Obj: 0.138975, No Obj: 0.000199, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781327, Class: 0.997031, Obj: 0.240945, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708985, Class: 0.995937, Obj: 0.175455, No Obj: 0.000171, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941608, Class: 0.983377, Obj: 0.082713, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590483, Class: 0.995709, Obj: 0.200453, No Obj: 0.000109, .5R: 0.666667, .75R: 0.166667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3241: 0.435652, 0.388530 avg loss, 0.000100 rate, 3.918759 seconds, 207424 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862756, Class: 0.995685, Obj: 0.726423, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766861, Class: 0.996482, Obj: 0.282081, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.709078, Class: 0.997783, Obj: 0.399779, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.859280, Class: 0.998752, Obj: 0.517576, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.848105, Class: 0.996504, Obj: 0.233166, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789994, Class: 0.999305, Obj: 0.545791, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829706, Class: 0.997450, Obj: 0.068475, No Obj: 0.000093, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877588, Class: 0.997721, Obj: 0.020090, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699506, Class: 0.993688, Obj: 0.182440, No Obj: 0.000119, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641306, Class: 0.995808, Obj: 0.365364, No Obj: 0.000229, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809675, Class: 0.999077, Obj: 0.601604, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951473, Class: 0.989308, Obj: 0.680578, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742728, Class: 0.998474, Obj: 0.301395, No Obj: 0.000139, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772574, Class: 0.984379, Obj: 0.147305, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794252, Class: 0.997046, Obj: 0.224641, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.819026, Class: 0.998167, Obj: 0.436685, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.876804, Class: 0.997447, Obj: 0.860237, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.566013, Class: 0.985850, Obj: 0.219609, No Obj: 0.000032, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3242: 0.330648, 0.382742 avg loss, 0.000100 rate, 3.910100 seconds, 207488 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682427, Class: 0.992788, Obj: 0.370947, No Obj: 0.000237, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.763277, Class: 0.997819, Obj: 0.236234, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.676641, Class: 0.997029, Obj: 0.605915, No Obj: 0.000388, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838480, Class: 0.999265, Obj: 0.703910, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776087, Class: 0.992953, Obj: 0.095922, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.936294, Class: 0.998784, Obj: 0.284291, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.580485, Class: 0.999941, Obj: 0.807714, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.611560, Class: 0.998118, Obj: 0.459972, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848747, Class: 0.998348, Obj: 0.235326, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759351, Class: 0.998713, Obj: 0.366729, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788386, Class: 0.999115, Obj: 0.646369, No Obj: 0.000386, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.594649, Class: 0.995686, Obj: 0.122002, No Obj: 0.000109, .5R: 0.571429, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749242, Class: 0.949930, Obj: 0.118404, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.663921, Class: 0.995231, Obj: 0.103904, No Obj: 0.000118, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802321, Class: 0.998885, Obj: 0.307319, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3243: 0.389878, 0.383456 avg loss, 0.000100 rate, 3.903720 seconds, 207552 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851371, Class: 0.999183, Obj: 0.742023, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.850196, Class: 0.997819, Obj: 0.042011, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798539, Class: 0.999187, Obj: 0.942065, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798316, Class: 0.998201, Obj: 0.058035, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735428, Class: 0.998297, Obj: 0.307376, No Obj: 0.000200, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699987, Class: 0.998689, Obj: 0.147506, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701868, Class: 0.995216, Obj: 0.129783, No Obj: 0.000084, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761632, Class: 0.998870, Obj: 0.510432, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720847, Class: 0.997852, Obj: 0.159021, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825844, Class: 0.991878, Obj: 0.270963, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.402245, Class: 0.996729, Obj: 0.170014, No Obj: 0.000061, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772157, Class: 0.996736, Obj: 0.284269, No Obj: 0.000124, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806070, Class: 0.997691, Obj: 0.475193, No Obj: 0.000215, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.647552, Class: 0.994902, Obj: 0.030760, No Obj: 0.000108, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3244: 0.411503, 0.386260 avg loss, 0.000100 rate, 3.920575 seconds, 207616 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823722, Class: 0.993571, Obj: 0.065177, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.663662, Class: 0.994401, Obj: 0.111278, No Obj: 0.000125, .5R: 0.625000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.761001, Class: 0.999588, Obj: 0.726721, No Obj: 0.000496, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814040, Class: 0.996001, Obj: 0.293993, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837570, Class: 0.996036, Obj: 0.220802, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905580, Class: 0.997096, Obj: 0.358834, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.875462, Class: 0.997612, Obj: 0.348358, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832921, Class: 0.997409, Obj: 0.532880, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741726, Class: 0.995692, Obj: 0.136933, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000323, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683225, Class: 0.995950, Obj: 0.006124, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676824, Class: 0.996911, Obj: 0.163641, No Obj: 0.000107, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790970, Class: 0.996971, Obj: 0.194786, No Obj: 0.000090, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853368, Class: 0.999166, Obj: 0.340088, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783134, Class: 0.996790, Obj: 0.279130, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3245: 0.420618, 0.389696 avg loss, 0.000100 rate, 3.906839 seconds, 207680 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836817, Class: 0.997931, Obj: 0.577467, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746191, Class: 0.996260, Obj: 0.546489, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915180, Class: 0.999243, Obj: 0.367162, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705955, Class: 0.994239, Obj: 0.122305, No Obj: 0.000108, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.392772, Class: 0.984031, Obj: 0.056574, No Obj: 0.000184, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871273, Class: 0.988832, Obj: 0.132402, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704813, Class: 0.998993, Obj: 0.371754, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725051, Class: 0.994587, Obj: 0.154759, No Obj: 0.000146, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831561, Class: 0.998677, Obj: 0.573694, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.829979, Class: 0.997937, Obj: 0.146423, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618069, Class: 0.993930, Obj: 0.227553, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.700725, Class: 0.982628, Obj: 0.005864, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.842406, Class: 0.996469, Obj: 0.314102, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.720036, Class: 0.995304, Obj: 0.096473, No Obj: 0.000182, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887568, Class: 0.998860, Obj: 0.504401, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.868293, Class: 0.998675, Obj: 0.248570, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3246: 0.426201, 0.393347 avg loss, 0.000100 rate, 3.922764 seconds, 207744 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634897, Class: 0.995063, Obj: 0.069833, No Obj: 0.000072, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822039, Class: 0.992983, Obj: 0.259378, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752392, Class: 0.997636, Obj: 0.323463, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.605548, Class: 0.996425, Obj: 0.171047, No Obj: 0.000062, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759358, Class: 0.999775, Obj: 0.114661, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620030, Class: 0.996992, Obj: 0.293862, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873901, Class: 0.994710, Obj: 0.364565, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797328, Class: 0.998809, Obj: 0.330592, No Obj: 0.000176, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713316, Class: 0.999401, Obj: 0.357183, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.887002, Class: 0.997956, Obj: 0.339801, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867406, Class: 0.998370, Obj: 0.482731, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3247: 0.286396, 0.382652 avg loss, 0.000100 rate, 3.904860 seconds, 207808 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.834607, Class: 0.999499, Obj: 0.659893, No Obj: 0.000431, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.859072, Class: 0.991235, Obj: 0.145416, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728845, Class: 0.997621, Obj: 0.256980, No Obj: 0.000215, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736532, Class: 0.996407, Obj: 0.203568, No Obj: 0.000053, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731244, Class: 0.996301, Obj: 0.182853, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720893, Class: 0.995737, Obj: 0.609223, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741848, Class: 0.994440, Obj: 0.331273, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837791, Class: 0.999247, Obj: 0.076492, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.760663, Class: 0.996898, Obj: 0.200884, No Obj: 0.000124, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897796, Class: 0.998178, Obj: 0.410851, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787223, Class: 0.992136, Obj: 0.161411, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000302, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766687, Class: 0.989668, Obj: 0.175332, No Obj: 0.000173, .5R: 0.750000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.741393, Class: 0.996280, Obj: 0.176407, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785121, Class: 0.998528, Obj: 0.504078, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791294, Class: 0.997917, Obj: 0.248550, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3248: 0.393881, 0.383775 avg loss, 0.000100 rate, 3.926311 seconds, 207872 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858123, Class: 0.999774, Obj: 0.797179, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847031, Class: 0.996303, Obj: 0.340580, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.829853, Class: 0.998944, Obj: 0.260028, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.921710, Class: 0.999345, Obj: 0.822187, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730171, Class: 0.997786, Obj: 0.302998, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724130, Class: 0.997587, Obj: 0.256030, No Obj: 0.000164, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768209, Class: 0.997285, Obj: 0.219476, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774955, Class: 0.997569, Obj: 0.082458, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744405, Class: 0.976359, Obj: 0.002599, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717941, Class: 0.995988, Obj: 0.273445, No Obj: 0.000141, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846783, Class: 0.994990, Obj: 0.295645, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831188, Class: 0.996188, Obj: 0.155444, No Obj: 0.000126, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901987, Class: 0.999754, Obj: 0.879679, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773897, Class: 0.997576, Obj: 0.098538, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3249: 0.325743, 0.377972 avg loss, 0.000100 rate, 3.914343 seconds, 207936 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892500, Class: 0.997850, Obj: 0.266810, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708964, Class: 0.996617, Obj: 0.161446, No Obj: 0.000152, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804901, Class: 0.996811, Obj: 0.145874, No Obj: 0.000139, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756874, Class: 0.999937, Obj: 0.575889, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708006, Class: 0.996371, Obj: 0.145279, No Obj: 0.000116, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764978, Class: 0.996669, Obj: 0.156102, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791853, Class: 0.998625, Obj: 0.188691, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815752, Class: 0.999956, Obj: 0.942883, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.623556, Class: 0.998734, Obj: 0.093267, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872947, Class: 0.997347, Obj: 0.426602, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927617, Class: 0.999475, Obj: 0.509214, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780588, Class: 0.996864, Obj: 0.322252, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3250: 0.332543, 0.373429 avg loss, 0.000100 rate, 3.901592 seconds, 208000 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905502, Class: 0.999421, Obj: 0.581012, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866248, Class: 0.998875, Obj: 0.605682, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.786109, Class: 0.997643, Obj: 0.084668, No Obj: 0.000082, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.704827, Class: 0.999570, Obj: 0.658687, No Obj: 0.000366, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821847, Class: 0.996348, Obj: 0.246863, No Obj: 0.000148, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705721, Class: 0.996469, Obj: 0.298436, No Obj: 0.000055, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815572, Class: 0.996463, Obj: 0.380816, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.850284, Class: 0.997275, Obj: 0.545353, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799557, Class: 0.999394, Obj: 0.253409, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.813577, Class: 0.997648, Obj: 0.129834, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772796, Class: 0.999713, Obj: 0.468464, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.594594, Class: 0.996841, Obj: 0.171708, No Obj: 0.000108, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705285, Class: 0.991073, Obj: 0.028569, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3251: 0.242385, 0.360324 avg loss, 0.000100 rate, 3.902298 seconds, 208064 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726214, Class: 0.998446, Obj: 0.082956, No Obj: 0.000065, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821598, Class: 0.996556, Obj: 0.308547, No Obj: 0.000504, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.428584, Class: 0.996852, Obj: 0.137471, No Obj: 0.000118, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.849213, Class: 0.993015, Obj: 0.793963, No Obj: 0.000433, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.788942, Class: 0.999519, Obj: 0.612427, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621279, Class: 0.998226, Obj: 0.119626, No Obj: 0.000160, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812013, Class: 0.998251, Obj: 0.143660, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.602900, Class: 0.984696, Obj: 0.202173, No Obj: 0.000148, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813518, Class: 0.992458, Obj: 0.066129, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710582, Class: 0.998364, Obj: 0.097489, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.902911, Class: 0.987746, Obj: 0.001047, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826503, Class: 0.998617, Obj: 0.065386, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683035, Class: 0.989229, Obj: 0.065689, No Obj: 0.000095, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678588, Class: 0.999305, Obj: 0.207828, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.695875, Class: 0.996859, Obj: 0.022872, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733919, Class: 0.998450, Obj: 0.260797, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3252: 0.466246, 0.370917 avg loss, 0.000100 rate, 3.904093 seconds, 208128 images Loaded: 0.000051 seconds Region 82 Avg IOU: 0.832782, Class: 0.999154, Obj: 0.839187, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789533, Class: 0.997857, Obj: 0.135287, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789235, Class: 0.996185, Obj: 0.271361, No Obj: 0.000350, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751107, Class: 0.998549, Obj: 0.498343, No Obj: 0.000159, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805918, Class: 0.990363, Obj: 0.015941, No Obj: 0.000044, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.774430, Class: 0.994500, Obj: 0.142782, No Obj: 0.000072, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.679244, Class: 0.998328, Obj: 0.198179, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.636208, Class: 0.995306, Obj: 0.194302, No Obj: 0.000100, .5R: 0.833333, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796983, Class: 0.998635, Obj: 0.322988, No Obj: 0.000167, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798863, Class: 0.994409, Obj: 0.042942, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.570617, Class: 0.995980, Obj: 0.053053, No Obj: 0.000082, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829295, Class: 0.997193, Obj: 0.365605, No Obj: 0.000172, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685115, Class: 0.997271, Obj: 0.005716, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745804, Class: 0.997130, Obj: 0.115945, No Obj: 0.000071, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3253: 0.458106, 0.379635 avg loss, 0.000100 rate, 3.921494 seconds, 208192 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752361, Class: 0.999453, Obj: 0.070415, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776708, Class: 0.996925, Obj: 0.284092, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.821582, Class: 0.999564, Obj: 0.583229, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691196, Class: 0.996724, Obj: 0.139002, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.552599, Class: 0.988852, Obj: 0.174644, No Obj: 0.000141, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792605, Class: 0.995295, Obj: 0.357123, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795810, Class: 0.987913, Obj: 0.163375, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.675136, Class: 0.995940, Obj: 0.149286, No Obj: 0.000141, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.718138, Class: 0.999688, Obj: 0.712723, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736387, Class: 0.993595, Obj: 0.509706, No Obj: 0.000127, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754069, Class: 0.992409, Obj: 0.372653, No Obj: 0.000105, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793661, Class: 0.998441, Obj: 0.562176, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771807, Class: 0.994984, Obj: 0.100194, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680844, Class: 0.989926, Obj: 0.131128, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.722032, Class: 0.997173, Obj: 0.416112, No Obj: 0.000266, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: 0.828379, Class: 0.999587, Obj: 0.241436, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802608, Class: 0.996615, Obj: 0.126675, No Obj: 0.000134, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3254: 0.409550, 0.382627 avg loss, 0.000100 rate, 3.923308 seconds, 208256 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836644, Class: 0.997086, Obj: 0.024918, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811189, Class: 0.993597, Obj: 0.034527, No Obj: 0.000076, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750580, Class: 0.998037, Obj: 0.147584, No Obj: 0.000322, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.790950, Class: 0.996367, Obj: 0.039529, No Obj: 0.000092, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756320, Class: 0.991489, Obj: 0.404271, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.688529, Class: 0.994893, Obj: 0.157273, No Obj: 0.000124, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734259, Class: 0.998906, Obj: 0.074520, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718841, Class: 0.997272, Obj: 0.212855, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803711, Class: 0.995455, Obj: 0.036498, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822497, Class: 0.999384, Obj: 0.498120, No Obj: 0.000248, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.785074, Class: 0.996897, Obj: 0.202512, No Obj: 0.000159, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873372, Class: 0.999499, Obj: 0.740371, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737508, Class: 0.997642, Obj: 0.208208, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3255: 0.325508, 0.376915 avg loss, 0.000100 rate, 3.926485 seconds, 208320 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820988, Class: 0.994864, Obj: 0.229004, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795853, Class: 0.996790, Obj: 0.076352, No Obj: 0.000054, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816101, Class: 0.998967, Obj: 0.443631, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758660, Class: 0.994883, Obj: 0.120223, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.685998, Class: 0.988842, Obj: 0.190211, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.646861, Class: 0.993512, Obj: 0.252582, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679486, Class: 0.995413, Obj: 0.155209, No Obj: 0.000091, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781255, Class: 0.998373, Obj: 0.155820, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765296, Class: 0.997354, Obj: 0.009717, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688825, Class: 0.998139, Obj: 0.331289, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759362, Class: 0.998511, Obj: 0.245663, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3256: 0.270511, 0.366275 avg loss, 0.000100 rate, 3.909796 seconds, 208384 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809866, Class: 0.992470, Obj: 0.366990, No Obj: 0.000567, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.888049, Class: 0.998889, Obj: 0.107546, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855333, Class: 0.998512, Obj: 0.480597, No Obj: 0.000391, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710078, Class: 0.995332, Obj: 0.206416, No Obj: 0.000249, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768587, Class: 0.997504, Obj: 0.224033, No Obj: 0.000146, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.607410, Class: 0.998826, Obj: 0.556407, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.846993, Class: 0.995393, Obj: 0.392553, No Obj: 0.000703, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.776089, Class: 0.994042, Obj: 0.128644, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.496752, Class: 0.999191, Obj: 0.555529, No Obj: 0.000202, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755298, Class: 0.998657, Obj: 0.178610, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838915, Class: 0.998009, Obj: 0.324388, No Obj: 0.000148, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.657836, Class: 0.996736, Obj: 0.288458, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690453, Class: 0.997743, Obj: 0.223841, No Obj: 0.000121, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3257: 0.401316, 0.369779 avg loss, 0.000100 rate, 3.918535 seconds, 208448 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811263, Class: 0.999670, Obj: 0.845453, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767954, Class: 0.997207, Obj: 0.114316, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886873, Class: 0.999230, Obj: 0.726448, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680988, Class: 0.998953, Obj: 0.011807, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.868594, Class: 0.998243, Obj: 0.163281, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822105, Class: 0.999818, Obj: 0.491359, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857214, Class: 0.995577, Obj: 0.271332, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712556, Class: 0.992084, Obj: 0.201328, No Obj: 0.000210, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.493327, Class: 0.996426, Obj: 0.295044, No Obj: 0.000055, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883917, Class: 0.998824, Obj: 0.422282, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.780871, Class: 0.995742, Obj: 0.316503, No Obj: 0.000646, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.791616, Class: 0.993742, Obj: 0.035928, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779353, Class: 0.998085, Obj: 0.244532, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3258: 0.290518, 0.361853 avg loss, 0.000100 rate, 3.908147 seconds, 208512 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748682, Class: 0.995996, Obj: 0.211563, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676977, Class: 0.996522, Obj: 0.155588, No Obj: 0.000075, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862162, Class: 0.998013, Obj: 0.058626, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.627912, Class: 0.993902, Obj: 0.027881, No Obj: 0.000080, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816162, Class: 0.998979, Obj: 0.102411, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788778, Class: 0.998154, Obj: 0.207641, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810558, Class: 0.997651, Obj: 0.637481, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.846390, Class: 0.998362, Obj: 0.380575, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604100, Class: 0.998954, Obj: 0.013524, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690983, Class: 0.997159, Obj: 0.070714, No Obj: 0.000106, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811918, Class: 0.995622, Obj: 0.315949, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.779939, Class: 0.997858, Obj: 0.184062, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.771467, Class: 0.981910, Obj: 0.000679, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.945709, Class: 0.999735, Obj: 0.911342, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811649, Class: 0.996295, Obj: 0.302752, No Obj: 0.000092, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797981, Class: 0.995578, Obj: 0.051476, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787794, Class: 0.998308, Obj: 0.462929, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3259: 0.424060, 0.368073 avg loss, 0.000100 rate, 3.905153 seconds, 208576 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.890444, Class: 0.999196, Obj: 0.051908, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695630, Class: 0.996909, Obj: 0.466702, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846266, Class: 0.990180, Obj: 0.328299, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748611, Class: 0.995901, Obj: 0.066358, No Obj: 0.000099, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851784, Class: 0.997577, Obj: 0.240843, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923791, Class: 0.999597, Obj: 0.012829, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802243, Class: 0.998289, Obj: 0.330678, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639335, Class: 0.994318, Obj: 0.030459, No Obj: 0.000063, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747057, Class: 0.994677, Obj: 0.243365, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645829, Class: 0.997274, Obj: 0.100842, No Obj: 0.000043, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792329, Class: 0.988909, Obj: 0.278491, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.692581, Class: 0.995195, Obj: 0.106853, No Obj: 0.000067, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3260: 0.336233, 0.364889 avg loss, 0.000100 rate, 3.903022 seconds, 208640 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771090, Class: 0.999138, Obj: 0.641453, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790265, Class: 0.998609, Obj: 0.309001, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768058, Class: 0.994893, Obj: 0.159479, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846879, Class: 0.999572, Obj: 0.453690, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812494, Class: 0.997935, Obj: 0.369158, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770500, Class: 0.999020, Obj: 0.333830, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817607, Class: 0.994215, Obj: 0.387787, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723269, Class: 0.997453, Obj: 0.173459, No Obj: 0.000134, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669657, Class: 0.996155, Obj: 0.675027, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784889, Class: 0.998085, Obj: 0.253653, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.304388, Class: 0.997246, Obj: 0.081879, No Obj: 0.000031, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.514042, Class: 0.999309, Obj: 0.003912, No Obj: 0.000040, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3261: 0.331813, 0.361582 avg loss, 0.000100 rate, 3.906690 seconds, 208704 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725741, Class: 0.998159, Obj: 0.242548, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.732684, Class: 0.957607, Obj: 0.158250, No Obj: 0.000315, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763217, Class: 0.997230, Obj: 0.064860, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868297, Class: 0.996636, Obj: 0.116521, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714434, Class: 0.998036, Obj: 0.277245, No Obj: 0.000144, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.781892, Class: 0.961905, Obj: 0.051116, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846087, Class: 0.998950, Obj: 0.305218, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806045, Class: 0.996753, Obj: 0.265812, No Obj: 0.000241, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865595, Class: 0.986754, Obj: 0.355864, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843915, Class: 0.996105, Obj: 0.238213, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783788, Class: 0.994601, Obj: 0.443399, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.760382, Class: 0.990521, Obj: 0.078027, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853564, Class: 0.999136, Obj: 0.531555, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3262: 0.265340, 0.351957 avg loss, 0.000100 rate, 3.906720 seconds, 208768 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.723387, Class: 0.925102, Obj: 0.000897, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726474, Class: 0.996355, Obj: 0.233317, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.657467, Class: 0.993027, Obj: 0.263416, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.662810, Class: 0.998695, Obj: 0.043166, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701241, Class: 0.993460, Obj: 0.053061, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869503, Class: 0.999628, Obj: 0.814292, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634429, Class: 0.995808, Obj: 0.045974, No Obj: 0.000129, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.928151, Class: 0.992505, Obj: 0.149691, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.687354, Class: 0.998616, Obj: 0.264820, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.795732, Class: 0.991376, Obj: 0.097829, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642066, Class: 0.996945, Obj: 0.235135, No Obj: 0.000163, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774253, Class: 0.999225, Obj: 0.186300, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.883661, Class: 0.997350, Obj: 0.176448, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.542370, Class: 0.996302, Obj: 0.009052, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821131, Class: 0.993677, Obj: 0.237245, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712446, Class: 0.997116, Obj: 0.082175, No Obj: 0.000121, .5R: 0.750000, .75R: 0.625000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3263: 0.421544, 0.358916 avg loss, 0.000100 rate, 3.897291 seconds, 208832 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823869, Class: 0.999151, Obj: 0.648895, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810434, Class: 0.994553, Obj: 0.014769, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821195, Class: 0.999522, Obj: 0.563356, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840511, Class: 0.998829, Obj: 0.153643, No Obj: 0.000171, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935714, Class: 0.999317, Obj: 0.927278, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766390, Class: 0.997618, Obj: 0.867829, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849361, Class: 0.998409, Obj: 0.329180, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.915268, Class: 0.996285, Obj: 0.241239, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.474474, Class: 0.999550, Obj: 0.000556, No Obj: 0.000081, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863923, Class: 0.999445, Obj: 0.538438, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.739606, Class: 0.996196, Obj: 0.190993, No Obj: 0.000155, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867233, Class: 0.999356, Obj: 0.154489, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581560, Class: 0.994735, Obj: 0.006592, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797132, Class: 0.983911, Obj: 0.004635, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752243, Class: 0.997143, Obj: 0.044725, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3264: 0.224382, 0.345463 avg loss, 0.000100 rate, 3.905773 seconds, 208896 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.816949, Class: 0.999606, Obj: 0.850353, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818921, Class: 0.995774, Obj: 0.570580, No Obj: 0.000313, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.698389, Class: 0.995972, Obj: 0.220593, No Obj: 0.000197, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718290, Class: 0.997848, Obj: 0.024703, No Obj: 0.000015, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775026, Class: 0.998725, Obj: 0.366247, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683854, Class: 0.992833, Obj: 0.192949, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730161, Class: 0.997725, Obj: 0.206740, No Obj: 0.000168, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.713306, Class: 0.991651, Obj: 0.594555, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.851355, Class: 0.997658, Obj: 0.059236, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779701, Class: 0.998701, Obj: 0.161351, No Obj: 0.000135, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.733196, Class: 0.998448, Obj: 0.132250, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809057, Class: 0.998717, Obj: 0.118668, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756058, Class: 0.995622, Obj: 0.079971, No Obj: 0.000129, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.687154, Class: 0.999335, Obj: 0.422417, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844893, Class: 0.996542, Obj: 0.135558, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741269, Class: 0.998485, Obj: 0.152469, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3265: 0.405057, 0.351422 avg loss, 0.000100 rate, 3.908916 seconds, 208960 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.772799, Class: 0.997677, Obj: 0.796548, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.871966, Class: 0.998766, Obj: 0.263460, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.784334, Class: 0.999579, Obj: 0.203915, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677164, Class: 0.996155, Obj: 0.036256, No Obj: 0.000103, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.808082, Class: 0.988593, Obj: 0.170195, No Obj: 0.000366, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.836422, Class: 0.993660, Obj: 0.689555, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770468, Class: 0.987469, Obj: 0.000864, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.664147, Class: 0.994491, Obj: 0.002116, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790413, Class: 0.995903, Obj: 0.044494, No Obj: 0.000057, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.580345, Class: 0.995472, Obj: 0.042008, No Obj: 0.000064, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870735, Class: 0.986319, Obj: 0.176255, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590223, Class: 0.995532, Obj: 0.189427, No Obj: 0.000179, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: 0.731534, Class: 0.987580, Obj: 0.116215, No Obj: 0.000259, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.714656, Class: 0.990253, Obj: 0.320977, No Obj: 0.000298, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784520, Class: 0.996827, Obj: 0.390541, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.581810, Class: 0.995549, Obj: 0.258645, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3266: 0.404927, 0.356773 avg loss, 0.000100 rate, 3.923586 seconds, 209024 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.542683, Class: 0.970281, Obj: 0.010566, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.938749, Class: 0.998980, Obj: 0.673305, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.871746, Class: 0.998612, Obj: 0.236107, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800478, Class: 0.994681, Obj: 0.140570, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.872549, Class: 0.997902, Obj: 0.034112, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775225, Class: 0.999082, Obj: 0.514742, No Obj: 0.000165, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764769, Class: 0.997369, Obj: 0.515972, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872227, Class: 0.999490, Obj: 0.755934, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.644988, Class: 0.996745, Obj: 0.106114, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.577996, Class: 0.997818, Obj: 0.235684, No Obj: 0.000090, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788834, Class: 0.998224, Obj: 0.421058, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.894646, Class: 0.999121, Obj: 0.145069, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743572, Class: 0.998412, Obj: 0.323886, No Obj: 0.000161, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3267: 0.287412, 0.349837 avg loss, 0.000100 rate, 3.908722 seconds, 209088 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807616, Class: 0.999489, Obj: 0.632030, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866744, Class: 0.998408, Obj: 0.289075, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729406, Class: 0.999240, Obj: 0.207376, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884093, Class: 0.999690, Obj: 0.598577, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732345, Class: 0.998526, Obj: 0.167190, No Obj: 0.000098, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863045, Class: 0.996929, Obj: 0.271897, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736522, Class: 0.998878, Obj: 0.319126, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.871043, Class: 0.998371, Obj: 0.005112, No Obj: 0.000004, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731679, Class: 0.996637, Obj: 0.216844, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.868223, Class: 0.999683, Obj: 0.961316, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.895704, Class: 0.995061, Obj: 0.035378, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757470, Class: 0.997545, Obj: 0.421359, No Obj: 0.000167, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882117, Class: 0.999842, Obj: 0.024518, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792047, Class: 0.995661, Obj: 0.162072, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.823630, Class: 0.999627, Obj: 0.307739, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790174, Class: 0.996660, Obj: 0.275441, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3268: 0.236715, 0.338524 avg loss, 0.000100 rate, 3.905152 seconds, 209152 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758828, Class: 0.995254, Obj: 0.099807, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822600, Class: 0.998422, Obj: 0.425743, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.629098, Class: 0.998827, Obj: 0.234209, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747914, Class: 0.996694, Obj: 0.319408, No Obj: 0.000178, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.882949, Class: 0.999224, Obj: 0.502733, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777770, Class: 0.997716, Obj: 0.300972, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.634823, Class: 0.994025, Obj: 0.017099, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850407, Class: 0.995964, Obj: 0.241712, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.848070, Class: 0.999537, Obj: 0.850861, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821579, Class: 0.999460, Obj: 0.050130, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770242, Class: 0.997133, Obj: 0.197033, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.752956, Class: 0.998128, Obj: 0.180925, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669185, Class: 0.996948, Obj: 0.138911, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.794934, Class: 0.992762, Obj: 0.225416, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.783229, Class: 0.995686, Obj: 0.947552, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3269: 0.245409, 0.329213 avg loss, 0.000100 rate, 3.916256 seconds, 209216 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741431, Class: 0.997083, Obj: 0.290671, No Obj: 0.000139, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717429, Class: 0.994263, Obj: 0.019026, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819464, Class: 0.999253, Obj: 0.141225, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790956, Class: 0.998953, Obj: 0.246030, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849436, Class: 0.997917, Obj: 0.326411, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801932, Class: 0.996949, Obj: 0.222295, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822566, Class: 0.998502, Obj: 0.730657, No Obj: 0.000291, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838223, Class: 0.998457, Obj: 0.788561, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753499, Class: 0.995570, Obj: 0.217265, No Obj: 0.000125, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3270: 0.261781, 0.322470 avg loss, 0.000100 rate, 3.904951 seconds, 209280 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809244, Class: 0.994596, Obj: 0.246576, No Obj: 0.000330, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795698, Class: 0.997489, Obj: 0.208636, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.790941, Class: 0.999523, Obj: 0.245576, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836720, Class: 0.996967, Obj: 0.121966, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758759, Class: 0.997088, Obj: 0.394946, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785450, Class: 0.999319, Obj: 0.525470, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781737, Class: 0.997711, Obj: 0.278043, No Obj: 0.000261, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863890, Class: 0.998676, Obj: 0.223895, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835056, Class: 0.997002, Obj: 0.147590, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.702550, Class: 0.996460, Obj: 0.054048, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779651, Class: 0.995079, Obj: 0.193665, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780945, Class: 0.996057, Obj: 0.258292, No Obj: 0.000162, .5R: 1.000000, .75R: 0.666667, count: 9 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3271: 0.390156, 0.329238 avg loss, 0.000100 rate, 3.918455 seconds, 209344 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803207, Class: 0.999863, Obj: 0.928246, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638691, Class: 0.997283, Obj: 0.160157, No Obj: 0.000115, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836386, Class: 0.999131, Obj: 0.525795, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735899, Class: 0.996762, Obj: 0.279566, No Obj: 0.000168, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713583, Class: 0.993802, Obj: 0.243179, No Obj: 0.000076, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886192, Class: 0.990008, Obj: 0.531925, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719768, Class: 0.997656, Obj: 0.206356, No Obj: 0.000134, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.858360, Class: 0.999780, Obj: 0.838337, No Obj: 0.000388, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824188, Class: 0.998602, Obj: 0.933118, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.886073, Class: 0.997752, Obj: 0.005470, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798380, Class: 0.996397, Obj: 0.239522, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852798, Class: 0.996692, Obj: 0.525791, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.617461, Class: 0.994723, Obj: 0.058175, No Obj: 0.000071, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844921, Class: 0.998362, Obj: 0.168206, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855404, Class: 0.998279, Obj: 0.239953, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3272: 0.367405, 0.333055 avg loss, 0.000100 rate, 3.911327 seconds, 209408 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843653, Class: 0.974837, Obj: 0.445302, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831684, Class: 0.996658, Obj: 0.266374, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635875, Class: 0.995310, Obj: 0.203855, No Obj: 0.000234, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769036, Class: 0.998052, Obj: 0.356108, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857232, Class: 0.998415, Obj: 0.308641, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927818, Class: 0.999662, Obj: 0.616886, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758781, Class: 0.998465, Obj: 0.188484, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.456542, Class: 0.996338, Obj: 0.024685, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.784364, Class: 0.996891, Obj: 0.868477, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783570, Class: 0.991049, Obj: 0.190956, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.949227, Class: 0.993648, Obj: 0.020298, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700475, Class: 0.996569, Obj: 0.006395, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570658, Class: 0.753573, Obj: 0.000003, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735801, Class: 0.996428, Obj: 0.021489, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814483, Class: 0.988342, Obj: 0.029247, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641575, Class: 0.998275, Obj: 0.108151, No Obj: 0.000113, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3273: 0.391616, 0.338911 avg loss, 0.000100 rate, 3.921271 seconds, 209472 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890311, Class: 0.999661, Obj: 0.708482, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737915, Class: 0.997037, Obj: 0.257471, No Obj: 0.000202, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723190, Class: 0.997084, Obj: 0.385756, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813599, Class: 0.996800, Obj: 0.183140, No Obj: 0.000174, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.679346, Class: 0.993447, Obj: 0.302913, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.892000, Class: 0.991412, Obj: 0.232064, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825042, Class: 0.996656, Obj: 0.261735, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.856837, Class: 0.998376, Obj: 0.859293, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818458, Class: 0.998734, Obj: 0.025396, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788972, Class: 0.996211, Obj: 0.233428, No Obj: 0.000138, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840280, Class: 0.998431, Obj: 0.519207, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.869186, Class: 0.998770, Obj: 0.618824, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883287, Class: 0.995579, Obj: 0.471534, No Obj: 0.000488, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.768555, Class: 0.983104, Obj: 0.029187, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764250, Class: 0.997186, Obj: 0.403147, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3274: 0.345932, 0.339613 avg loss, 0.000100 rate, 3.908379 seconds, 209536 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719802, Class: 0.984491, Obj: 0.007625, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.425577, Class: 0.998463, Obj: 0.001133, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754409, Class: 0.999309, Obj: 0.223798, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691573, Class: 0.990860, Obj: 0.010159, No Obj: 0.000026, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890519, Class: 0.995496, Obj: 0.415345, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734968, Class: 0.995878, Obj: 0.075193, No Obj: 0.000087, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844067, Class: 0.997865, Obj: 0.390670, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799510, Class: 0.997807, Obj: 0.201437, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758546, Class: 0.995787, Obj: 0.247038, No Obj: 0.000199, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.572980, Class: 0.999243, Obj: 0.623856, No Obj: 0.000302, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682842, Class: 0.997420, Obj: 0.225101, No Obj: 0.000088, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787829, Class: 0.994315, Obj: 0.112610, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746819, Class: 0.998206, Obj: 0.237047, No Obj: 0.000185, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3275: 0.391969, 0.344849 avg loss, 0.000100 rate, 3.918089 seconds, 209600 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830006, Class: 0.996507, Obj: 0.660710, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.612092, Class: 0.994400, Obj: 0.048927, No Obj: 0.000034, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000226, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846658, Class: 0.993825, Obj: 0.426223, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.813319, Class: 0.996541, Obj: 0.209748, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.757951, Class: 0.990399, Obj: 0.095266, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.683065, Class: 0.991936, Obj: 0.028219, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694783, Class: 0.995807, Obj: 0.154338, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753789, Class: 0.993447, Obj: 0.686227, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780923, Class: 0.998030, Obj: 0.177824, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849353, Class: 0.999285, Obj: 0.790712, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730405, Class: 0.994456, Obj: 0.097184, No Obj: 0.000143, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743519, Class: 0.996841, Obj: 0.250473, No Obj: 0.000272, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.843114, Class: 0.998513, Obj: 0.725844, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834741, Class: 0.997464, Obj: 0.659619, No Obj: 0.000216, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788406, Class: 0.997334, Obj: 0.080662, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.848888, Class: 0.998595, Obj: 0.445986, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.760141, Class: 0.995981, Obj: 0.631337, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666547, Class: 0.997864, Obj: 0.179478, No Obj: 0.000133, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3276: 0.421491, 0.352513 avg loss, 0.000100 rate, 3.904627 seconds, 209664 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.526937, Class: 0.999300, Obj: 0.545461, No Obj: 0.000408, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820304, Class: 0.998076, Obj: 0.525236, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674511, Class: 0.997963, Obj: 0.241241, No Obj: 0.000098, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773587, Class: 0.998311, Obj: 0.630077, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772498, Class: 0.997102, Obj: 0.083693, No Obj: 0.000120, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856037, Class: 0.999835, Obj: 0.990885, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767196, Class: 0.998366, Obj: 0.284708, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839333, Class: 0.998020, Obj: 0.436201, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665128, Class: 0.991671, Obj: 0.132192, No Obj: 0.000084, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.861558, Class: 0.979676, Obj: 0.325195, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.759191, Class: 0.991874, Obj: 0.213959, No Obj: 0.000333, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.738992, Class: 0.994745, Obj: 0.109926, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705635, Class: 0.997480, Obj: 0.823528, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783638, Class: 0.995804, Obj: 0.325153, No Obj: 0.000183, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.589293, Class: 0.993081, Obj: 0.055168, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680982, Class: 0.995613, Obj: 0.249419, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838541, Class: 0.992841, Obj: 0.284222, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3277: 0.459913, 0.363253 avg loss, 0.000100 rate, 3.909741 seconds, 209728 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743925, Class: 0.997476, Obj: 0.317677, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.776745, Class: 0.997851, Obj: 0.163906, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.797350, Class: 0.999264, Obj: 0.656360, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.820798, Class: 0.994322, Obj: 0.411376, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722145, Class: 0.996782, Obj: 0.237606, No Obj: 0.000115, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758989, Class: 0.993702, Obj: 0.085159, No Obj: 0.000134, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760238, Class: 0.996340, Obj: 0.149933, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.757658, Class: 0.997525, Obj: 0.555466, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606937, Class: 0.997670, Obj: 0.017721, No Obj: 0.000054, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.664140, Class: 0.996448, Obj: 0.514720, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806403, Class: 0.995840, Obj: 0.186638, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728222, Class: 0.996857, Obj: 0.340541, No Obj: 0.000151, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814732, Class: 0.997312, Obj: 0.161475, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815095, Class: 0.991001, Obj: 0.118421, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794586, Class: 0.998442, Obj: 0.390384, No Obj: 0.000144, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3278: 0.402474, 0.367175 avg loss, 0.000100 rate, 3.899355 seconds, 209792 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930354, Class: 0.993262, Obj: 0.864866, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781571, Class: 0.998109, Obj: 0.416930, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903685, Class: 0.999132, Obj: 0.544100, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762598, Class: 0.998940, Obj: 0.307495, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810210, Class: 0.999926, Obj: 0.958221, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.881009, Class: 0.999129, Obj: 0.354089, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902209, Class: 0.999173, Obj: 0.772473, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747413, Class: 0.997634, Obj: 0.320431, No Obj: 0.000120, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779350, Class: 0.997517, Obj: 0.141798, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829444, Class: 0.997214, Obj: 0.570613, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657284, Class: 0.993311, Obj: 0.137618, No Obj: 0.000081, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.852866, Class: 0.997089, Obj: 0.789055, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.785543, Class: 0.999463, Obj: 0.320907, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.661292, Class: 0.995275, Obj: 0.071744, No Obj: 0.000152, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.922677, Class: 0.993243, Obj: 0.093479, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3279: 0.355571, 0.366015 avg loss, 0.000100 rate, 3.921333 seconds, 209856 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775686, Class: 0.995862, Obj: 0.428702, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.653558, Class: 0.996828, Obj: 0.037744, No Obj: 0.000088, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622917, Class: 0.992500, Obj: 0.077927, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831819, Class: 0.999411, Obj: 0.447725, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.599085, Class: 0.995054, Obj: 0.031547, No Obj: 0.000053, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809964, Class: 0.998614, Obj: 0.057902, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733641, Class: 0.998175, Obj: 0.074060, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.725500, Class: 0.997191, Obj: 0.091450, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758643, Class: 0.997132, Obj: 0.154200, No Obj: 0.000167, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.794131, Class: 0.997538, Obj: 0.214803, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654668, Class: 0.996114, Obj: 0.025628, No Obj: 0.000072, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731335, Class: 0.997830, Obj: 0.074025, No Obj: 0.000073, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634061, Class: 0.994230, Obj: 0.055235, No Obj: 0.000063, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3280: 0.456769, 0.375090 avg loss, 0.000100 rate, 3.904206 seconds, 209920 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671604, Class: 0.994523, Obj: 0.063506, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780703, Class: 0.995400, Obj: 0.114188, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832433, Class: 0.998697, Obj: 0.088844, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.786708, Class: 0.999648, Obj: 0.624931, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845047, Class: 0.998671, Obj: 0.305255, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831953, Class: 0.997400, Obj: 0.050099, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868026, Class: 0.999609, Obj: 0.500366, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.862778, Class: 0.998734, Obj: 0.157327, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782320, Class: 0.995970, Obj: 0.189380, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826240, Class: 0.981422, Obj: 0.237939, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.666958, Class: 0.999112, Obj: 0.126257, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834065, Class: 0.994159, Obj: 0.461218, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831066, Class: 0.996827, Obj: 0.329480, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3281: 0.271032, 0.364684 avg loss, 0.000100 rate, 3.913418 seconds, 209984 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644364, Class: 0.996491, Obj: 0.371310, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.842202, Class: 0.998822, Obj: 0.467727, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753923, Class: 0.998001, Obj: 0.013215, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742838, Class: 0.995321, Obj: 0.091789, No Obj: 0.000132, .5R: 0.833333, .75R: 0.666667, count: 12 Region 82 Avg IOU: 0.925777, Class: 0.997152, Obj: 0.670398, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.907389, Class: 0.999811, Obj: 0.976374, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.500538, Class: 0.999069, Obj: 0.005010, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.788139, Class: 0.975466, Obj: 0.441530, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782613, Class: 0.999297, Obj: 0.240758, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.903294, Class: 0.996290, Obj: 0.065696, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667867, Class: 0.997418, Obj: 0.014166, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754747, Class: 0.996237, Obj: 0.303617, No Obj: 0.000215, .5R: 0.900000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816432, Class: 0.996496, Obj: 0.161022, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.826625, Class: 0.999286, Obj: 0.078743, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684763, Class: 0.985657, Obj: 0.025170, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.643022, Class: 0.996074, Obj: 0.088841, No Obj: 0.000097, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000210, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836262, Class: 0.995807, Obj: 0.281740, No Obj: 0.000392, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.889393, Class: 0.993205, Obj: 0.043653, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3282: 0.401336, 0.368349 avg loss, 0.000100 rate, 3.902865 seconds, 210048 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726767, Class: 0.999805, Obj: 0.277612, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.705587, Class: 0.997397, Obj: 0.188932, No Obj: 0.000090, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868191, Class: 0.997229, Obj: 0.577936, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732549, Class: 0.997453, Obj: 0.068366, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821816, Class: 0.993780, Obj: 0.445858, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718325, Class: 0.996573, Obj: 0.315054, No Obj: 0.000152, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886735, Class: 0.999817, Obj: 0.945943, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735171, Class: 0.996475, Obj: 0.091591, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906162, Class: 0.993154, Obj: 0.598616, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722566, Class: 0.995889, Obj: 0.136943, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862172, Class: 0.993153, Obj: 0.590591, No Obj: 0.000459, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.874358, Class: 0.999438, Obj: 0.256163, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690075, Class: 0.997403, Obj: 0.124897, No Obj: 0.000103, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.904669, Class: 0.996204, Obj: 0.759257, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673797, Class: 0.997702, Obj: 0.154627, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3283: 0.383267, 0.369841 avg loss, 0.000100 rate, 3.902252 seconds, 210112 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843744, Class: 0.998965, Obj: 0.426853, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722168, Class: 0.994308, Obj: 0.120404, No Obj: 0.000079, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873620, Class: 0.999495, Obj: 0.119365, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893902, Class: 0.983962, Obj: 0.165051, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787095, Class: 0.996421, Obj: 0.174031, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860138, Class: 0.998934, Obj: 0.168212, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721491, Class: 0.998534, Obj: 0.526654, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686584, Class: 0.998782, Obj: 0.762901, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862141, Class: 0.997703, Obj: 0.230427, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644076, Class: 0.995818, Obj: 0.053060, No Obj: 0.000104, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3284: 0.255796, 0.358437 avg loss, 0.000100 rate, 3.918981 seconds, 210176 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744160, Class: 0.990933, Obj: 0.027315, No Obj: 0.000060, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766027, Class: 0.999028, Obj: 0.349124, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.783194, Class: 0.988525, Obj: 0.002245, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834934, Class: 0.995631, Obj: 0.378952, No Obj: 0.000530, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.839202, Class: 0.993621, Obj: 0.037124, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914312, Class: 0.999248, Obj: 0.556034, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680875, Class: 0.997090, Obj: 0.041594, No Obj: 0.000095, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862198, Class: 0.996836, Obj: 0.072182, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.822759, Class: 0.994550, Obj: 0.029576, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829234, Class: 0.993852, Obj: 0.459301, No Obj: 0.000346, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.820646, Class: 0.999564, Obj: 0.246466, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.822250, Class: 0.954889, Obj: 0.046648, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694162, Class: 0.992067, Obj: 0.269399, No Obj: 0.000117, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652290, Class: 0.997332, Obj: 0.224468, No Obj: 0.000101, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3285: 0.395572, 0.362150 avg loss, 0.000100 rate, 3.912973 seconds, 210240 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803747, Class: 0.999417, Obj: 0.865414, No Obj: 0.000419, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800992, Class: 0.995324, Obj: 0.247771, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854628, Class: 0.999430, Obj: 0.294323, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.513813, Class: 0.966788, Obj: 0.104178, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.827952, Class: 0.924929, Obj: 0.000654, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766694, Class: 0.998275, Obj: 0.377930, No Obj: 0.000225, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848814, Class: 0.997842, Obj: 0.588052, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804755, Class: 0.998662, Obj: 0.108083, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845293, Class: 0.998856, Obj: 0.189265, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.714255, Class: 0.978106, Obj: 0.104275, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.780909, Class: 0.995423, Obj: 0.037548, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707204, Class: 0.997246, Obj: 0.062207, No Obj: 0.000083, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874136, Class: 0.998348, Obj: 0.737774, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.874682, Class: 0.999343, Obj: 0.713155, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768348, Class: 0.997131, Obj: 0.150802, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3286: 0.362485, 0.362184 avg loss, 0.000100 rate, 3.919008 seconds, 210304 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813254, Class: 0.999058, Obj: 0.968298, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762783, Class: 0.998241, Obj: 0.185213, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777419, Class: 0.999105, Obj: 0.167412, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.836780, Class: 0.999768, Obj: 0.400917, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852665, Class: 0.997491, Obj: 0.024705, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705608, Class: 0.993374, Obj: 0.209773, No Obj: 0.000167, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669816, Class: 0.996535, Obj: 0.235920, No Obj: 0.000115, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843430, Class: 0.997839, Obj: 0.302240, No Obj: 0.000175, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752304, Class: 0.993987, Obj: 0.122658, No Obj: 0.000117, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708806, Class: 0.987991, Obj: 0.064086, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735572, Class: 0.998207, Obj: 0.233063, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853157, Class: 0.998329, Obj: 0.399601, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3287: 0.364347, 0.362400 avg loss, 0.000100 rate, 3.906162 seconds, 210368 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848489, Class: 0.985110, Obj: 0.061505, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830553, Class: 0.999814, Obj: 0.207375, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786983, Class: 0.997892, Obj: 0.064266, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.818460, Class: 0.992549, Obj: 0.012916, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.817848, Class: 0.990971, Obj: 0.047554, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759800, Class: 0.992207, Obj: 0.172093, No Obj: 0.000084, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849535, Class: 0.999878, Obj: 0.135395, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790360, Class: 0.998348, Obj: 0.433356, No Obj: 0.000209, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741645, Class: 0.998782, Obj: 0.118204, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775385, Class: 0.998176, Obj: 0.251797, No Obj: 0.000125, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.761500, Class: 0.996738, Obj: 0.425623, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665806, Class: 0.994161, Obj: 0.161782, No Obj: 0.000133, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3288: 0.307966, 0.356957 avg loss, 0.000100 rate, 3.916452 seconds, 210432 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671109, Class: 0.996597, Obj: 0.353231, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.560171, Class: 0.997267, Obj: 0.005465, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805249, Class: 0.997046, Obj: 0.203700, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.836773, Class: 0.998616, Obj: 0.410904, No Obj: 0.000161, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796191, Class: 0.990202, Obj: 0.172004, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.697608, Class: 0.997474, Obj: 0.073274, No Obj: 0.000076, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000265, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774040, Class: 0.998453, Obj: 0.813362, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702703, Class: 0.996419, Obj: 0.183757, No Obj: 0.000239, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: 0.483482, Class: 0.996585, Obj: 0.010798, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802493, Class: 0.995726, Obj: 0.183536, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.921450, Class: 0.998054, Obj: 0.138961, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.895218, Class: 0.999952, Obj: 0.956089, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750644, Class: 0.999557, Obj: 0.130174, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818964, Class: 0.997925, Obj: 0.089204, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3289: 0.392902, 0.360551 avg loss, 0.000100 rate, 3.929297 seconds, 210496 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821437, Class: 0.998520, Obj: 0.131324, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.885292, Class: 0.997550, Obj: 0.467444, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829047, Class: 0.996067, Obj: 0.182006, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.797728, Class: 0.999079, Obj: 0.921673, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726881, Class: 0.997696, Obj: 0.094082, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.787308, Class: 0.993141, Obj: 0.014889, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781057, Class: 0.999072, Obj: 0.285321, No Obj: 0.000353, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.817388, Class: 0.995630, Obj: 0.289223, No Obj: 0.000185, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645232, Class: 0.994273, Obj: 0.075920, No Obj: 0.000058, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791626, Class: 0.997143, Obj: 0.600249, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742390, Class: 0.997464, Obj: 0.345718, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914471, Class: 0.995333, Obj: 0.173065, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807488, Class: 0.994530, Obj: 0.251086, No Obj: 0.000198, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896658, Class: 0.999936, Obj: 0.982914, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748803, Class: 0.998914, Obj: 0.325673, No Obj: 0.000239, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3290: 0.353217, 0.359818 avg loss, 0.000100 rate, 3.908768 seconds, 210560 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866156, Class: 0.998938, Obj: 0.253517, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.941309, Class: 0.999340, Obj: 0.499620, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711156, Class: 0.989696, Obj: 0.165361, No Obj: 0.000194, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680757, Class: 0.998221, Obj: 0.335802, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813006, Class: 0.999112, Obj: 0.651332, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850048, Class: 0.999568, Obj: 0.276546, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836701, Class: 0.996401, Obj: 0.389675, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.685375, Class: 0.953330, Obj: 0.003960, No Obj: 0.000291, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.814234, Class: 0.997595, Obj: 0.002473, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747637, Class: 0.996982, Obj: 0.102416, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.859930, Class: 0.998236, Obj: 0.069749, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.821714, Class: 0.996600, Obj: 0.099230, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.858986, Class: 0.996918, Obj: 0.204299, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.807985, Class: 0.998824, Obj: 0.312566, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.926175, Class: 0.994422, Obj: 0.672548, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712613, Class: 0.996393, Obj: 0.194964, No Obj: 0.000147, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802822, Class: 0.996796, Obj: 0.235787, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3291: 0.384698, 0.362306 avg loss, 0.000100 rate, 3.908819 seconds, 210624 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860460, Class: 0.998122, Obj: 0.346083, No Obj: 0.000173, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803547, Class: 0.998554, Obj: 0.128817, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576725, Class: 0.996504, Obj: 0.222070, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851028, Class: 0.999792, Obj: 0.514813, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808915, Class: 0.999488, Obj: 0.500577, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728773, Class: 0.994518, Obj: 0.218071, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.750687, Class: 0.995831, Obj: 0.234635, No Obj: 0.000147, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690809, Class: 0.995100, Obj: 0.240975, No Obj: 0.000198, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875087, Class: 0.999476, Obj: 0.126606, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741923, Class: 0.995719, Obj: 0.281826, No Obj: 0.000125, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000209, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862853, Class: 0.998526, Obj: 0.697597, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700588, Class: 0.991401, Obj: 0.127689, No Obj: 0.000122, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3292: 0.355971, 0.361672 avg loss, 0.000100 rate, 3.916856 seconds, 210688 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.727835, Class: 0.997370, Obj: 0.573029, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755006, Class: 0.998499, Obj: 0.451688, No Obj: 0.000156, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.904181, Class: 0.959018, Obj: 0.028563, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.870467, Class: 0.993595, Obj: 0.001288, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688011, Class: 0.999782, Obj: 0.044292, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771385, Class: 0.994666, Obj: 0.130780, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871858, Class: 0.966931, Obj: 0.001051, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785945, Class: 0.998489, Obj: 0.266167, No Obj: 0.000238, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833498, Class: 0.989580, Obj: 0.162645, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776366, Class: 0.997225, Obj: 0.449262, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786874, Class: 0.998778, Obj: 0.449057, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.681989, Class: 0.997463, Obj: 0.709735, No Obj: 0.000340, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793297, Class: 0.998143, Obj: 0.354891, No Obj: 0.000358, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.799103, Class: 0.996883, Obj: 0.147235, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884745, Class: 0.999141, Obj: 0.510761, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797306, Class: 0.995573, Obj: 0.065019, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3293: 0.317334, 0.357238 avg loss, 0.000100 rate, 3.922050 seconds, 210752 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838650, Class: 0.980774, Obj: 0.000781, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801610, Class: 0.997685, Obj: 0.209486, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814516, Class: 0.998540, Obj: 0.259643, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865767, Class: 0.998925, Obj: 0.551679, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797801, Class: 0.999584, Obj: 0.112836, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812052, Class: 0.940339, Obj: 0.231970, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.862125, Class: 0.998059, Obj: 0.305304, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787227, Class: 0.988228, Obj: 0.208092, No Obj: 0.000304, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.616558, Class: 0.995070, Obj: 0.085342, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838187, Class: 0.996154, Obj: 0.175922, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681622, Class: 0.997983, Obj: 0.359147, No Obj: 0.000102, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768637, Class: 0.998912, Obj: 0.327382, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3294: 0.266313, 0.348146 avg loss, 0.000100 rate, 3.906014 seconds, 210816 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757890, Class: 0.994807, Obj: 0.199923, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.781386, Class: 0.961238, Obj: 0.033184, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.831218, Class: 0.997579, Obj: 0.407525, No Obj: 0.000351, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.753265, Class: 0.994195, Obj: 0.097498, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875657, Class: 0.999460, Obj: 0.287233, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831865, Class: 0.998404, Obj: 0.440013, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752642, Class: 0.996959, Obj: 0.187841, No Obj: 0.000082, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861985, Class: 0.995142, Obj: 0.112802, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.504733, Class: 0.991400, Obj: 0.002789, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.763914, Class: 0.995804, Obj: 0.225794, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.489718, Class: 0.996629, Obj: 0.003397, No Obj: 0.000051, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819318, Class: 0.998670, Obj: 0.465678, No Obj: 0.000201, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.705353, Class: 0.994523, Obj: 0.071426, No Obj: 0.000198, .5R: 0.833333, .75R: 0.416667, count: 12 Region 82 Avg IOU: 0.677613, Class: 0.991245, Obj: 0.661855, No Obj: 0.000715, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739482, Class: 0.998252, Obj: 0.020942, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3295: 0.412513, 0.354583 avg loss, 0.000100 rate, 3.906759 seconds, 210880 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839493, Class: 0.999454, Obj: 0.609526, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844780, Class: 0.998713, Obj: 0.363579, No Obj: 0.000162, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682646, Class: 0.998386, Obj: 0.344017, No Obj: 0.000107, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.719142, Class: 0.999350, Obj: 0.165453, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822489, Class: 0.998107, Obj: 0.199387, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872756, Class: 0.999258, Obj: 0.840635, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754892, Class: 0.996520, Obj: 0.236329, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.938875, Class: 0.999842, Obj: 0.916941, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818588, Class: 0.997982, Obj: 0.159886, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.700240, Class: 0.995766, Obj: 0.186529, No Obj: 0.000117, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687605, Class: 0.994955, Obj: 0.061842, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756864, Class: 0.998161, Obj: 0.298656, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757535, Class: 0.972626, Obj: 0.002686, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725020, Class: 0.996540, Obj: 0.042690, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3296: 0.332997, 0.352424 avg loss, 0.000100 rate, 3.918132 seconds, 210944 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.612829, Class: 0.996135, Obj: 0.037789, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666324, Class: 0.996706, Obj: 0.201426, No Obj: 0.000173, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723062, Class: 0.997796, Obj: 0.201441, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698610, Class: 0.991920, Obj: 0.385840, No Obj: 0.000243, .5R: 0.750000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.685139, Class: 0.994627, Obj: 0.155943, No Obj: 0.000150, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865288, Class: 0.999511, Obj: 0.399143, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.577069, Class: 0.976554, Obj: 0.142753, No Obj: 0.000134, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814996, Class: 0.999699, Obj: 0.382628, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787474, Class: 0.997540, Obj: 0.244463, No Obj: 0.000223, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677555, Class: 0.996425, Obj: 0.111225, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.780851, Class: 0.999358, Obj: 0.222324, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862148, Class: 0.999917, Obj: 0.537918, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713811, Class: 0.994953, Obj: 0.645118, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890072, Class: 0.984945, Obj: 0.061374, No Obj: 0.000310, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779076, Class: 0.998758, Obj: 0.247651, No Obj: 0.000113, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3297: 0.461496, 0.363331 avg loss, 0.000100 rate, 3.927478 seconds, 211008 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.888857, Class: 0.996451, Obj: 0.478184, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693080, Class: 0.999303, Obj: 0.053518, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.843183, Class: 0.996833, Obj: 0.068538, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.599604, Class: 0.957800, Obj: 0.071102, No Obj: 0.000306, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642697, Class: 0.995470, Obj: 0.079205, No Obj: 0.000078, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.836283, Class: 0.989383, Obj: 0.528895, No Obj: 0.000478, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824268, Class: 0.997350, Obj: 0.637875, No Obj: 0.000376, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.749846, Class: 0.997494, Obj: 0.128364, No Obj: 0.000232, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737240, Class: 0.997709, Obj: 0.203175, No Obj: 0.000212, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835545, Class: 0.998280, Obj: 0.126614, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.641587, Class: 0.991571, Obj: 0.030663, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805403, Class: 0.996222, Obj: 0.009679, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859295, Class: 0.997971, Obj: 0.315706, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788721, Class: 0.998729, Obj: 0.284068, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3298: 0.351442, 0.362142 avg loss, 0.000100 rate, 3.913419 seconds, 211072 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881891, Class: 0.998721, Obj: 0.315384, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.825385, Class: 0.998827, Obj: 0.424076, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710515, Class: 0.998254, Obj: 0.338263, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610848, Class: 0.990768, Obj: 0.110546, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814617, Class: 0.997693, Obj: 0.225376, No Obj: 0.000167, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881840, Class: 0.994919, Obj: 0.059302, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698305, Class: 0.996670, Obj: 0.005088, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000319, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846110, Class: 0.999367, Obj: 0.614322, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710254, Class: 0.998047, Obj: 0.012372, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844724, Class: 0.994896, Obj: 0.341488, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736712, Class: 0.993955, Obj: 0.107933, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761898, Class: 0.997214, Obj: 0.129055, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771906, Class: 0.999328, Obj: 0.282861, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815010, Class: 0.995805, Obj: 0.272395, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3299: 0.323050, 0.358233 avg loss, 0.000100 rate, 3.925957 seconds, 211136 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814386, Class: 0.992336, Obj: 0.063262, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754786, Class: 0.993631, Obj: 0.236216, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696369, Class: 0.998277, Obj: 0.340950, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744536, Class: 0.996538, Obj: 0.335594, No Obj: 0.000260, .5R: 0.916667, .75R: 0.666667, count: 12 Region 82 Avg IOU: 0.729564, Class: 0.991396, Obj: 0.011490, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.712045, Class: 0.998611, Obj: 0.227291, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701711, Class: 0.995276, Obj: 0.114505, No Obj: 0.000065, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818440, Class: 0.995250, Obj: 0.483155, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713126, Class: 0.991842, Obj: 0.244475, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902119, Class: 0.998101, Obj: 0.195603, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.591289, Class: 0.995128, Obj: 0.058387, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.852537, Class: 0.975326, Obj: 0.466675, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810692, Class: 0.999942, Obj: 0.755429, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.676326, Class: 0.999278, Obj: 0.387729, No Obj: 0.000508, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723294, Class: 0.996670, Obj: 0.222694, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3300: 0.388307, 0.361241 avg loss, 0.000100 rate, 3.928514 seconds, 211200 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.477517, Class: 0.998887, Obj: 0.006462, No Obj: 0.000044, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.753788, Class: 0.961351, Obj: 0.060517, No Obj: 0.000454, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764139, Class: 0.994766, Obj: 0.213613, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790477, Class: 0.961752, Obj: 0.035223, No Obj: 0.000008, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.606012, Class: 0.998851, Obj: 0.077490, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785767, Class: 0.998311, Obj: 0.292343, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845703, Class: 0.999805, Obj: 0.734396, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.747627, Class: 0.995980, Obj: 0.230159, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769142, Class: 0.998821, Obj: 0.226419, No Obj: 0.000111, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.508578, Class: 0.988100, Obj: 0.010003, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778856, Class: 0.997893, Obj: 0.321700, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797297, Class: 0.996972, Obj: 0.897511, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717059, Class: 0.996681, Obj: 0.197483, No Obj: 0.000104, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3301: 0.299454, 0.355062 avg loss, 0.000100 rate, 3.705453 seconds, 211264 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784576, Class: 0.989205, Obj: 0.011797, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794420, Class: 0.998419, Obj: 0.459195, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744898, Class: 0.996744, Obj: 0.162494, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738265, Class: 0.999631, Obj: 0.486789, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.825429, Class: 0.997963, Obj: 0.295770, No Obj: 0.000219, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863571, Class: 0.999696, Obj: 0.452696, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.595874, Class: 0.994369, Obj: 0.022346, No Obj: 0.000113, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.647682, Class: 0.988859, Obj: 0.762021, No Obj: 0.000312, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.876497, Class: 0.998157, Obj: 0.348625, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.770614, Class: 0.997208, Obj: 0.440189, No Obj: 0.000255, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827761, Class: 0.994747, Obj: 0.212302, No Obj: 0.000318, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.860256, Class: 0.998225, Obj: 0.009346, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784731, Class: 0.928761, Obj: 0.342280, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809920, Class: 0.996585, Obj: 0.074269, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3302: 0.294003, 0.348956 avg loss, 0.000100 rate, 3.904310 seconds, 211328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812727, Class: 0.996693, Obj: 0.205767, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.705316, Class: 0.996610, Obj: 0.211119, No Obj: 0.000190, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885220, Class: 0.999852, Obj: 0.918619, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832433, Class: 0.999269, Obj: 0.570716, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897183, Class: 0.988531, Obj: 0.044078, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678819, Class: 0.994481, Obj: 0.163101, No Obj: 0.000123, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.795528, Class: 0.999377, Obj: 0.704439, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808129, Class: 0.997459, Obj: 0.291476, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662997, Class: 0.998273, Obj: 0.363106, No Obj: 0.000160, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.843848, Class: 0.999769, Obj: 0.857654, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791031, Class: 0.996953, Obj: 0.363061, No Obj: 0.000175, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847327, Class: 0.998393, Obj: 0.309233, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.792771, Class: 0.998645, Obj: 0.733414, No Obj: 0.001313, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.880878, Class: 0.995234, Obj: 0.452061, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3303: 0.319106, 0.345971 avg loss, 0.000100 rate, 3.917846 seconds, 211392 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888889, Class: 0.999690, Obj: 0.655923, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624886, Class: 0.994953, Obj: 0.142350, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944152, Class: 0.999579, Obj: 0.750198, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661130, Class: 0.999932, Obj: 0.250056, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633749, Class: 0.991921, Obj: 0.159321, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860412, Class: 0.999035, Obj: 0.524266, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773601, Class: 0.997215, Obj: 0.267405, No Obj: 0.000192, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688848, Class: 0.993924, Obj: 0.180643, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791126, Class: 0.998332, Obj: 0.343799, No Obj: 0.000187, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.658447, Class: 0.994145, Obj: 0.099004, No Obj: 0.000112, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636437, Class: 0.992458, Obj: 0.054927, No Obj: 0.000089, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823722, Class: 0.999604, Obj: 0.926154, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831080, Class: 0.998163, Obj: 0.399665, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3304: 0.306475, 0.342021 avg loss, 0.000100 rate, 3.910865 seconds, 211456 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806967, Class: 0.998987, Obj: 0.187726, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.718588, Class: 0.999728, Obj: 0.765018, No Obj: 0.000368, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816954, Class: 0.995281, Obj: 0.546564, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.715501, Class: 0.997164, Obj: 0.256344, No Obj: 0.000165, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640374, Class: 0.999673, Obj: 0.133958, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757855, Class: 0.994007, Obj: 0.307773, No Obj: 0.000193, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835204, Class: 0.997203, Obj: 0.049135, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770399, Class: 0.998265, Obj: 0.439305, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.809060, Class: 0.997193, Obj: 0.311428, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717647, Class: 0.995887, Obj: 0.065502, No Obj: 0.000096, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782716, Class: 0.972367, Obj: 0.199373, No Obj: 0.000441, .5R: 1.000000, .75R: 0.625000, count: 8 Region 106 Avg IOU: 0.659426, Class: 0.996076, Obj: 0.354144, No Obj: 0.000137, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774376, Class: 0.994979, Obj: 0.426275, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810843, Class: 0.996864, Obj: 0.074040, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778656, Class: 0.997281, Obj: 0.216639, No Obj: 0.000167, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3305: 0.398994, 0.347719 avg loss, 0.000100 rate, 3.913241 seconds, 211520 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.737561, Class: 0.999554, Obj: 0.342294, No Obj: 0.000391, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775873, Class: 0.997249, Obj: 0.197802, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862522, Class: 0.998474, Obj: 0.228656, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799436, Class: 0.999084, Obj: 0.354701, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.721044, Class: 0.998264, Obj: 0.273168, No Obj: 0.000145, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782416, Class: 0.989822, Obj: 0.501799, No Obj: 0.000388, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.621044, Class: 0.995691, Obj: 0.137206, No Obj: 0.000117, .5R: 0.700000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819073, Class: 0.986550, Obj: 0.542341, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751991, Class: 0.998689, Obj: 0.149376, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732115, Class: 0.998330, Obj: 0.190353, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.664916, Class: 0.996785, Obj: 0.152960, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691143, Class: 0.995392, Obj: 0.170066, No Obj: 0.000129, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803831, Class: 0.994854, Obj: 0.174171, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781183, Class: 0.997167, Obj: 0.234014, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3306: 0.440741, 0.357021 avg loss, 0.000100 rate, 3.897659 seconds, 211584 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.829439, Class: 0.998379, Obj: 0.205678, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830157, Class: 0.999043, Obj: 0.543315, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.805426, Class: 0.995414, Obj: 0.199155, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713336, Class: 0.997336, Obj: 0.337975, No Obj: 0.000109, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753299, Class: 0.998246, Obj: 0.496453, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594113, Class: 0.997038, Obj: 0.411143, No Obj: 0.000107, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830121, Class: 0.996582, Obj: 0.449127, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684890, Class: 0.997322, Obj: 0.145345, No Obj: 0.000130, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.590414, Class: 0.994630, Obj: 0.251313, No Obj: 0.000380, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.878134, Class: 0.997737, Obj: 0.771498, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749448, Class: 0.997896, Obj: 0.350990, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729667, Class: 0.995632, Obj: 0.244963, No Obj: 0.000193, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.794705, Class: 0.990978, Obj: 0.182194, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798725, Class: 0.997726, Obj: 0.154127, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3307: 0.341256, 0.355444 avg loss, 0.000100 rate, 3.903924 seconds, 211648 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718957, Class: 0.998814, Obj: 0.127089, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000412, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715227, Class: 0.998085, Obj: 0.221873, No Obj: 0.000152, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878884, Class: 0.998098, Obj: 0.241142, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.707303, Class: 0.996665, Obj: 0.257774, No Obj: 0.000184, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770337, Class: 0.992619, Obj: 0.099210, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718470, Class: 0.995204, Obj: 0.068378, No Obj: 0.000064, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875215, Class: 0.992021, Obj: 0.146901, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744212, Class: 0.997719, Obj: 0.203559, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641648, Class: 0.836636, Obj: 0.000834, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690323, Class: 0.996930, Obj: 0.277616, No Obj: 0.000270, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831445, Class: 0.995912, Obj: 0.880889, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787003, Class: 0.999125, Obj: 0.208196, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820237, Class: 0.999707, Obj: 0.430433, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743608, Class: 0.995763, Obj: 0.014481, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3308: 0.408199, 0.360720 avg loss, 0.000100 rate, 3.907106 seconds, 211712 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798498, Class: 0.998090, Obj: 0.224680, No Obj: 0.000090, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885740, Class: 0.995321, Obj: 0.224879, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774958, Class: 0.992429, Obj: 0.298374, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866016, Class: 0.999673, Obj: 0.925477, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737493, Class: 0.996245, Obj: 0.218488, No Obj: 0.000234, .5R: 0.846154, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707992, Class: 0.999932, Obj: 0.336901, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791537, Class: 0.998800, Obj: 0.070098, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.694117, Class: 0.991437, Obj: 0.090096, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.947533, Class: 0.990712, Obj: 0.062593, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776999, Class: 0.997046, Obj: 0.161909, No Obj: 0.000081, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850960, Class: 0.988720, Obj: 0.348571, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.832585, Class: 0.996715, Obj: 0.064117, No Obj: 0.000199, .5R: 1.000000, .75R: 0.900000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793883, Class: 0.998947, Obj: 0.344898, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000333, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781182, Class: 0.999532, Obj: 0.661414, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757337, Class: 0.995732, Obj: 0.113092, No Obj: 0.000072, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3309: 0.496424, 0.374290 avg loss, 0.000100 rate, 3.902369 seconds, 211776 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762689, Class: 0.996596, Obj: 0.273218, No Obj: 0.000153, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845478, Class: 0.998354, Obj: 0.282621, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825503, Class: 0.998650, Obj: 0.551294, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835909, Class: 0.998134, Obj: 0.871496, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.561968, Class: 0.995764, Obj: 0.021257, No Obj: 0.000087, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831268, Class: 0.995237, Obj: 0.408886, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.907893, Class: 0.999863, Obj: 0.354905, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771625, Class: 0.998696, Obj: 0.289345, No Obj: 0.000148, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790885, Class: 0.999288, Obj: 0.437566, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790273, Class: 0.997825, Obj: 0.244418, No Obj: 0.000167, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804238, Class: 0.997196, Obj: 0.257581, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3310: 0.288921, 0.365753 avg loss, 0.000100 rate, 3.908362 seconds, 211840 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664204, Class: 0.985444, Obj: 0.104144, No Obj: 0.000073, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761003, Class: 0.991535, Obj: 0.274484, No Obj: 0.000190, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.645454, Class: 0.994357, Obj: 0.018796, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.766481, Class: 0.998823, Obj: 0.082768, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845087, Class: 0.998069, Obj: 0.166254, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.800241, Class: 0.976573, Obj: 0.282813, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717378, Class: 0.996786, Obj: 0.095321, No Obj: 0.000035, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897327, Class: 0.994314, Obj: 0.161641, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655339, Class: 0.998854, Obj: 0.189079, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824420, Class: 0.995765, Obj: 0.325405, No Obj: 0.000157, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782496, Class: 0.996247, Obj: 0.010192, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784558, Class: 0.987029, Obj: 0.209566, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858083, Class: 0.996865, Obj: 0.638874, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.892515, Class: 0.997725, Obj: 0.322848, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3311: 0.307398, 0.359918 avg loss, 0.000100 rate, 3.915479 seconds, 211904 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806154, Class: 0.998167, Obj: 0.336604, No Obj: 0.000143, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836871, Class: 0.998780, Obj: 0.366005, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767139, Class: 0.988612, Obj: 0.096945, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690451, Class: 0.996776, Obj: 0.340459, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846962, Class: 0.997544, Obj: 0.560104, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.531036, Class: 0.995143, Obj: 0.104054, No Obj: 0.000082, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837721, Class: 0.999817, Obj: 0.780177, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829007, Class: 0.999416, Obj: 0.861403, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825732, Class: 0.991766, Obj: 0.062336, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777026, Class: 0.996264, Obj: 0.240608, No Obj: 0.000172, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.523878, Class: 0.990255, Obj: 0.042388, No Obj: 0.000042, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696863, Class: 0.997669, Obj: 0.000814, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3312: 0.278395, 0.351766 avg loss, 0.000100 rate, 3.911399 seconds, 211968 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824495, Class: 0.996916, Obj: 0.287424, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774157, Class: 0.999718, Obj: 0.509828, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823902, Class: 0.999463, Obj: 0.323371, No Obj: 0.000159, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820243, Class: 0.997448, Obj: 0.508767, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807247, Class: 0.997092, Obj: 0.428217, No Obj: 0.000210, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707202, Class: 0.988766, Obj: 0.358155, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799092, Class: 0.997450, Obj: 0.329009, No Obj: 0.000182, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764912, Class: 0.991877, Obj: 0.372399, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618064, Class: 0.992079, Obj: 0.140044, No Obj: 0.000081, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887341, Class: 0.997623, Obj: 0.458130, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.893526, Class: 0.998250, Obj: 0.195687, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541341, Class: 0.995799, Obj: 0.444604, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875461, Class: 0.994069, Obj: 0.290551, No Obj: 0.000349, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842875, Class: 0.999241, Obj: 0.380258, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3313: 0.298339, 0.346423 avg loss, 0.000100 rate, 3.906880 seconds, 212032 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787180, Class: 0.994116, Obj: 0.157395, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852813, Class: 0.997993, Obj: 0.266926, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000231, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822923, Class: 0.997741, Obj: 0.902302, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765292, Class: 0.997674, Obj: 0.096511, No Obj: 0.000086, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793580, Class: 0.998801, Obj: 0.148588, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890386, Class: 0.998741, Obj: 0.758669, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.718476, Class: 0.996853, Obj: 0.229833, No Obj: 0.000120, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.703713, Class: 0.999892, Obj: 0.689630, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686311, Class: 0.992966, Obj: 0.071935, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890749, Class: 0.999895, Obj: 0.086665, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788013, Class: 0.998744, Obj: 0.023885, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867135, Class: 0.997523, Obj: 0.386997, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893906, Class: 0.997027, Obj: 0.409535, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792096, Class: 0.995118, Obj: 0.258016, No Obj: 0.000181, .5R: 1.000000, .75R: 0.777778, count: 9 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3314: 0.338185, 0.345599 avg loss, 0.000100 rate, 3.914516 seconds, 212096 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.624873, Class: 0.996867, Obj: 0.326939, No Obj: 0.000140, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.631863, Class: 0.908653, Obj: 0.229642, No Obj: 0.000105, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.896791, Class: 0.999092, Obj: 0.588640, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833042, Class: 0.991867, Obj: 0.039016, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726299, Class: 0.997334, Obj: 0.197758, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772343, Class: 0.996677, Obj: 0.126607, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745088, Class: 0.996888, Obj: 0.239622, No Obj: 0.000238, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.762698, Class: 0.992990, Obj: 0.108646, No Obj: 0.000143, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.956499, Class: 0.997721, Obj: 0.644657, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672997, Class: 0.997136, Obj: 0.154553, No Obj: 0.000098, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737960, Class: 0.995654, Obj: 0.185612, No Obj: 0.000324, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.725173, Class: 0.979966, Obj: 0.103499, No Obj: 0.000098, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.745385, Class: 0.993119, Obj: 0.071714, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652125, Class: 0.995585, Obj: 0.321815, No Obj: 0.000174, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3315: 0.551298, 0.366169 avg loss, 0.000100 rate, 3.914462 seconds, 212160 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794592, Class: 0.999385, Obj: 0.520017, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792749, Class: 0.987617, Obj: 0.123976, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.591825, Class: 0.995136, Obj: 0.162744, No Obj: 0.000096, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785908, Class: 0.998797, Obj: 0.330211, No Obj: 0.000210, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.931127, Class: 0.998400, Obj: 0.371249, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697168, Class: 0.988537, Obj: 0.007504, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752443, Class: 0.997895, Obj: 0.073148, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862923, Class: 0.998906, Obj: 0.400880, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734616, Class: 0.997720, Obj: 0.273787, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830448, Class: 0.992706, Obj: 0.292568, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739766, Class: 0.991054, Obj: 0.232996, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.748415, Class: 0.997254, Obj: 0.299674, No Obj: 0.000182, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3316: 0.300698, 0.359622 avg loss, 0.000100 rate, 3.910939 seconds, 212224 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721697, Class: 0.969158, Obj: 0.294702, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724577, Class: 0.995157, Obj: 0.199825, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746389, Class: 0.991562, Obj: 0.224110, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804274, Class: 0.998894, Obj: 0.342826, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726676, Class: 0.999186, Obj: 0.318524, No Obj: 0.000125, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748517, Class: 0.995094, Obj: 0.152599, No Obj: 0.000068, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.810258, Class: 0.998934, Obj: 0.035483, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849939, Class: 0.996952, Obj: 0.437813, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799423, Class: 0.998399, Obj: 0.195238, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.817433, Class: 0.997534, Obj: 0.205357, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.913831, Class: 0.996339, Obj: 0.021465, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813159, Class: 0.996967, Obj: 0.324691, No Obj: 0.000292, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783603, Class: 0.997539, Obj: 0.212506, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734502, Class: 0.998863, Obj: 0.334230, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.803782, Class: 0.997550, Obj: 0.093168, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3317: 0.314554, 0.355115 avg loss, 0.000100 rate, 3.913200 seconds, 212288 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867373, Class: 0.995005, Obj: 0.742057, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842775, Class: 0.997602, Obj: 0.489523, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781451, Class: 0.995686, Obj: 0.112196, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803829, Class: 0.998496, Obj: 0.559116, No Obj: 0.000300, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.653036, Class: 0.994629, Obj: 0.048387, No Obj: 0.000111, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787900, Class: 0.997884, Obj: 0.404447, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.859193, Class: 0.997952, Obj: 0.416136, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.755520, Class: 0.997120, Obj: 0.920673, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593023, Class: 0.994428, Obj: 0.148434, No Obj: 0.000112, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.787789, Class: 0.998655, Obj: 0.204323, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.902500, Class: 0.999430, Obj: 0.962818, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765216, Class: 0.998929, Obj: 0.432155, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661798, Class: 0.995996, Obj: 0.560145, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735859, Class: 0.997207, Obj: 0.129314, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865056, Class: 0.999290, Obj: 0.741561, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764747, Class: 0.995453, Obj: 0.162811, No Obj: 0.000132, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3318: 0.359618, 0.355565 avg loss, 0.000100 rate, 3.915180 seconds, 212352 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809429, Class: 0.999690, Obj: 0.883322, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780871, Class: 0.998231, Obj: 0.309694, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.798950, Class: 0.999159, Obj: 0.731016, No Obj: 0.000471, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773293, Class: 0.996566, Obj: 0.180223, No Obj: 0.000095, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.710165, Class: 0.997678, Obj: 0.449985, No Obj: 0.000745, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.866595, Class: 0.985996, Obj: 0.324859, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.811598, Class: 0.998000, Obj: 0.387507, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.741627, Class: 0.994219, Obj: 0.058218, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.902671, Class: 0.995540, Obj: 0.568100, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686003, Class: 0.991148, Obj: 0.006870, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757732, Class: 0.996663, Obj: 0.206873, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696788, Class: 0.996238, Obj: 0.280526, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919122, Class: 0.995954, Obj: 0.653403, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.952061, Class: 0.999765, Obj: 0.193438, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.743578, Class: 0.999238, Obj: 0.548121, No Obj: 0.000609, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.908978, Class: 0.991735, Obj: 0.698071, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807407, Class: 0.997563, Obj: 0.403854, No Obj: 0.000156, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3319: 0.263500, 0.346359 avg loss, 0.000100 rate, 3.908206 seconds, 212416 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.755008, Class: 0.996849, Obj: 0.829798, No Obj: 0.000461, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784659, Class: 0.994171, Obj: 0.103550, No Obj: 0.000228, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.569360, Class: 0.995842, Obj: 0.005125, No Obj: 0.000098, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739176, Class: 0.998010, Obj: 0.655438, No Obj: 0.000290, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.757296, Class: 0.992753, Obj: 0.134763, No Obj: 0.000139, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815649, Class: 0.997986, Obj: 0.198027, No Obj: 0.000131, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661585, Class: 0.994936, Obj: 0.147703, No Obj: 0.000088, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756561, Class: 0.996713, Obj: 0.179125, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756680, Class: 0.991252, Obj: 0.133201, No Obj: 0.000282, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.774942, Class: 0.997626, Obj: 0.098559, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693946, Class: 0.994839, Obj: 0.321629, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683456, Class: 0.995716, Obj: 0.035018, No Obj: 0.000046, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861512, Class: 0.999436, Obj: 0.627848, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.635804, Class: 0.998070, Obj: 0.059564, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3320: 0.469881, 0.358711 avg loss, 0.000100 rate, 3.921969 seconds, 212480 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837186, Class: 0.999604, Obj: 0.427884, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752643, Class: 0.996517, Obj: 0.223580, No Obj: 0.000146, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.764606, Class: 0.998903, Obj: 0.314254, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.704699, Class: 0.977426, Obj: 0.008400, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832213, Class: 0.991381, Obj: 0.220805, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.715128, Class: 0.998769, Obj: 0.045259, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.860690, Class: 0.997813, Obj: 0.140976, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862011, Class: 0.994255, Obj: 0.491457, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780921, Class: 0.998627, Obj: 0.202946, No Obj: 0.000155, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.675794, Class: 0.999603, Obj: 0.920983, No Obj: 0.000247, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.827097, Class: 0.999382, Obj: 0.940901, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723451, Class: 0.997659, Obj: 0.181621, No Obj: 0.000138, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710844, Class: 0.995586, Obj: 0.349727, No Obj: 0.000093, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864588, Class: 0.997716, Obj: 0.217226, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.892940, Class: 0.998967, Obj: 0.382671, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844771, Class: 0.999416, Obj: 0.953524, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749408, Class: 0.992915, Obj: 0.136027, No Obj: 0.000109, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3321: 0.347509, 0.357591 avg loss, 0.000100 rate, 3.907823 seconds, 212544 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812313, Class: 0.998213, Obj: 0.266762, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.887318, Class: 0.995201, Obj: 0.674651, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770389, Class: 0.998409, Obj: 0.540454, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.887532, Class: 0.997574, Obj: 0.723957, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854658, Class: 0.996126, Obj: 0.584279, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686775, Class: 0.996232, Obj: 0.242670, No Obj: 0.000108, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840147, Class: 0.992185, Obj: 0.555337, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.818714, Class: 0.999220, Obj: 0.077979, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.853247, Class: 0.996316, Obj: 0.516284, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764316, Class: 0.992769, Obj: 0.165309, No Obj: 0.000169, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.642453, Class: 0.991815, Obj: 0.000514, No Obj: 0.000028, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838325, Class: 0.995906, Obj: 0.176364, No Obj: 0.000194, .5R: 1.000000, .75R: 0.900000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890944, Class: 0.998730, Obj: 0.465202, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795516, Class: 0.997800, Obj: 0.083378, No Obj: 0.000104, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3322: 0.290481, 0.350880 avg loss, 0.000100 rate, 3.918783 seconds, 212608 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793333, Class: 0.996732, Obj: 0.148128, No Obj: 0.000072, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828473, Class: 0.999203, Obj: 0.142120, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.842783, Class: 0.996351, Obj: 0.052928, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862114, Class: 0.999922, Obj: 0.973120, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749204, Class: 0.996095, Obj: 0.238231, No Obj: 0.000136, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868774, Class: 0.998168, Obj: 0.398262, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835552, Class: 0.998335, Obj: 0.835992, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762079, Class: 0.997528, Obj: 0.255132, No Obj: 0.000196, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750852, Class: 0.999959, Obj: 0.529603, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706056, Class: 0.995593, Obj: 0.145680, No Obj: 0.000115, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.749646, Class: 0.998637, Obj: 0.197034, No Obj: 0.000269, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.809091, Class: 0.991797, Obj: 0.407377, No Obj: 0.000455, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.851486, Class: 0.996203, Obj: 0.261755, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782617, Class: 0.995617, Obj: 0.021747, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3323: 0.332776, 0.349070 avg loss, 0.000100 rate, 3.912131 seconds, 212672 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747532, Class: 0.960247, Obj: 0.110409, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.912121, Class: 0.999090, Obj: 0.355030, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.938405, Class: 0.995012, Obj: 0.095343, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761964, Class: 0.996905, Obj: 0.133564, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693919, Class: 0.998773, Obj: 0.398630, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.711293, Class: 0.994747, Obj: 0.450597, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.662093, Class: 0.991686, Obj: 0.011078, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744475, Class: 0.994957, Obj: 0.055798, No Obj: 0.000133, .5R: 0.916667, .75R: 0.666667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781926, Class: 0.998309, Obj: 0.148544, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851801, Class: 0.995940, Obj: 0.008032, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552672, Class: 0.998019, Obj: 0.039953, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800140, Class: 0.992987, Obj: 0.662640, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.400936, Class: 0.993796, Obj: 0.341702, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3324: 0.342939, 0.348456 avg loss, 0.000100 rate, 3.917256 seconds, 212736 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894132, Class: 0.994994, Obj: 0.066985, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775155, Class: 0.999794, Obj: 0.296193, No Obj: 0.000128, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.910565, Class: 0.995608, Obj: 0.014755, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869967, Class: 0.998095, Obj: 0.444157, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699655, Class: 0.995417, Obj: 0.070365, No Obj: 0.000085, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689960, Class: 0.996557, Obj: 0.170788, No Obj: 0.000136, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754762, Class: 0.999742, Obj: 0.411355, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796337, Class: 0.998014, Obj: 0.254112, No Obj: 0.000272, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901427, Class: 0.998268, Obj: 0.004873, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768641, Class: 0.999107, Obj: 0.268086, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843165, Class: 0.997908, Obj: 0.667647, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779453, Class: 0.999823, Obj: 0.656365, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714869, Class: 0.991690, Obj: 0.177700, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714136, Class: 0.991218, Obj: 0.026558, No Obj: 0.000050, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3325: 0.359455, 0.349556 avg loss, 0.000100 rate, 3.914099 seconds, 212800 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883519, Class: 0.997155, Obj: 0.681268, No Obj: 0.000438, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.792989, Class: 0.998143, Obj: 0.303188, No Obj: 0.000241, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830003, Class: 0.998275, Obj: 0.542958, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772365, Class: 0.997126, Obj: 0.029160, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853041, Class: 0.994865, Obj: 0.752145, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663436, Class: 0.996617, Obj: 0.102571, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768257, Class: 0.995747, Obj: 0.057455, No Obj: 0.000093, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833212, Class: 0.994786, Obj: 0.364011, No Obj: 0.000403, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.808473, Class: 0.998565, Obj: 0.221590, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886978, Class: 0.997998, Obj: 0.571319, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805933, Class: 0.995698, Obj: 0.163704, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859617, Class: 0.999723, Obj: 0.165627, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628040, Class: 0.990640, Obj: 0.309538, No Obj: 0.000108, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3326: 0.351749, 0.349776 avg loss, 0.000100 rate, 3.919585 seconds, 212864 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892049, Class: 0.995935, Obj: 0.474557, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715634, Class: 0.993932, Obj: 0.099326, No Obj: 0.000089, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860832, Class: 0.998571, Obj: 0.184498, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718534, Class: 0.996684, Obj: 0.231808, No Obj: 0.000117, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.706982, Class: 0.984435, Obj: 0.836797, No Obj: 0.000357, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.861726, Class: 0.989650, Obj: 0.465096, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761599, Class: 0.983283, Obj: 0.136985, No Obj: 0.000106, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779847, Class: 0.990658, Obj: 0.455690, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762274, Class: 0.993212, Obj: 0.052158, No Obj: 0.000115, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746826, Class: 0.996092, Obj: 0.353094, No Obj: 0.000296, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726180, Class: 0.998706, Obj: 0.430824, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761105, Class: 0.998965, Obj: 0.615234, No Obj: 0.000207, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.827889, Class: 0.997109, Obj: 0.149704, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710235, Class: 0.999173, Obj: 0.078783, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790811, Class: 0.998699, Obj: 0.237812, No Obj: 0.000168, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738266, Class: 0.998853, Obj: 0.457645, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844988, Class: 0.999421, Obj: 0.406151, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3327: 0.422944, 0.357092 avg loss, 0.000100 rate, 3.922881 seconds, 212928 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.830965, Class: 0.999373, Obj: 0.875935, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682104, Class: 0.996960, Obj: 0.135297, No Obj: 0.000149, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.557921, Class: 0.977770, Obj: 0.058784, No Obj: 0.000325, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863513, Class: 0.994501, Obj: 0.288474, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.634071, Class: 0.997133, Obj: 0.243800, No Obj: 0.000100, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641175, Class: 0.999288, Obj: 0.004028, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.676950, Class: 0.995477, Obj: 0.040296, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.767112, Class: 0.990277, Obj: 0.193761, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741351, Class: 0.997168, Obj: 0.042979, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905219, Class: 0.999356, Obj: 0.788250, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847713, Class: 0.996938, Obj: 0.307156, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846147, Class: 0.999519, Obj: 0.050313, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841661, Class: 0.998213, Obj: 0.345333, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863071, Class: 0.998022, Obj: 0.459524, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.694570, Class: 0.999692, Obj: 0.431100, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3328: 0.278591, 0.349242 avg loss, 0.000100 rate, 3.924683 seconds, 212992 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782369, Class: 0.998120, Obj: 0.278555, No Obj: 0.000102, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814163, Class: 0.997532, Obj: 0.407090, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.573476, Class: 0.993493, Obj: 0.062496, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686991, Class: 0.995603, Obj: 0.233334, No Obj: 0.000193, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751537, Class: 0.997103, Obj: 0.212280, No Obj: 0.000196, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.928187, Class: 0.999534, Obj: 0.904753, No Obj: 0.000346, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722062, Class: 0.995295, Obj: 0.167328, No Obj: 0.000086, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818974, Class: 0.999547, Obj: 0.517607, No Obj: 0.000185, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815439, Class: 0.996261, Obj: 0.240025, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.583758, Class: 0.977961, Obj: 0.197201, No Obj: 0.000472, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714338, Class: 0.993324, Obj: 0.127772, No Obj: 0.000138, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3329: 0.420056, 0.356324 avg loss, 0.000100 rate, 3.926696 seconds, 213056 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868993, Class: 0.998268, Obj: 0.163441, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.713339, Class: 0.999595, Obj: 0.917281, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646998, Class: 0.998747, Obj: 0.208929, No Obj: 0.000080, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796831, Class: 0.995401, Obj: 0.016375, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734465, Class: 0.995492, Obj: 0.083705, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.895152, Class: 0.999583, Obj: 0.924159, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849455, Class: 0.998215, Obj: 0.161478, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773722, Class: 0.994030, Obj: 0.411575, No Obj: 0.000316, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.794048, Class: 0.995758, Obj: 0.218320, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765551, Class: 0.997207, Obj: 0.263085, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764968, Class: 0.999192, Obj: 0.045989, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870131, Class: 0.995618, Obj: 0.001217, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864677, Class: 0.998445, Obj: 0.178448, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818179, Class: 0.996843, Obj: 0.147755, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3330: 0.288726, 0.349564 avg loss, 0.000100 rate, 3.919988 seconds, 213120 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.668718, Class: 0.995956, Obj: 0.107794, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871131, Class: 0.998377, Obj: 0.655423, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.806368, Class: 0.997452, Obj: 0.166764, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853218, Class: 0.999244, Obj: 0.477487, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754480, Class: 0.995813, Obj: 0.238034, No Obj: 0.000182, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764027, Class: 0.998305, Obj: 0.522365, No Obj: 0.000370, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.761862, Class: 0.996927, Obj: 0.040041, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764991, Class: 0.995304, Obj: 0.073586, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820939, Class: 0.997250, Obj: 0.169240, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761024, Class: 0.974024, Obj: 0.001756, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769509, Class: 0.995927, Obj: 0.212890, No Obj: 0.000189, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904874, Class: 0.998399, Obj: 0.960082, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831305, Class: 0.999194, Obj: 0.145699, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.584612, Class: 0.998564, Obj: 0.124201, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831900, Class: 0.995550, Obj: 0.452365, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.692086, Class: 0.989078, Obj: 0.220048, No Obj: 0.000114, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3331: 0.400304, 0.354638 avg loss, 0.000100 rate, 3.911783 seconds, 213184 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692605, Class: 0.990811, Obj: 0.417287, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777404, Class: 0.998363, Obj: 0.147545, No Obj: 0.000186, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714593, Class: 0.979041, Obj: 0.014541, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692285, Class: 0.993643, Obj: 0.195697, No Obj: 0.000161, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731923, Class: 0.996540, Obj: 0.213921, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863514, Class: 0.997929, Obj: 0.002423, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.716086, Class: 0.997075, Obj: 0.182186, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.674613, Class: 0.987267, Obj: 0.041298, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.747951, Class: 0.995973, Obj: 0.180967, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.803519, Class: 0.999114, Obj: 0.458703, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865978, Class: 0.987821, Obj: 0.514293, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778379, Class: 0.999160, Obj: 0.014470, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686157, Class: 0.999630, Obj: 0.452591, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803985, Class: 0.997490, Obj: 0.635713, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.794748, Class: 0.998148, Obj: 0.529346, No Obj: 0.000185, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3332: 0.374081, 0.356582 avg loss, 0.000100 rate, 3.920362 seconds, 213248 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711942, Class: 0.993171, Obj: 0.108843, No Obj: 0.000082, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.785963, Class: 0.987518, Obj: 0.026370, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.741594, Class: 0.997423, Obj: 0.371501, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.651530, Class: 0.999464, Obj: 0.003246, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.868922, Class: 0.987617, Obj: 0.275367, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.863721, Class: 0.995726, Obj: 0.579551, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734749, Class: 0.995605, Obj: 0.284364, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726571, Class: 0.993483, Obj: 0.128284, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790263, Class: 0.998201, Obj: 0.228251, No Obj: 0.000152, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831396, Class: 0.999619, Obj: 0.591975, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704893, Class: 0.995709, Obj: 0.034664, No Obj: 0.000129, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837751, Class: 0.999154, Obj: 0.499727, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864924, Class: 0.995976, Obj: 0.946638, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799421, Class: 0.997791, Obj: 0.249285, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770795, Class: 0.999754, Obj: 0.100782, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821712, Class: 0.997517, Obj: 0.397218, No Obj: 0.000151, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3333: 0.257068, 0.346631 avg loss, 0.000100 rate, 3.921635 seconds, 213312 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770553, Class: 0.995054, Obj: 0.310403, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.834978, Class: 0.999066, Obj: 0.288903, No Obj: 0.000229, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687350, Class: 0.993347, Obj: 0.897260, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804948, Class: 0.998496, Obj: 0.191900, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830553, Class: 0.998946, Obj: 0.435089, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798310, Class: 0.998552, Obj: 0.097013, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885270, Class: 0.999504, Obj: 0.821768, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721867, Class: 0.997117, Obj: 0.326328, No Obj: 0.000246, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793497, Class: 0.990911, Obj: 0.032630, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740211, Class: 0.995583, Obj: 0.001441, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686876, Class: 0.997512, Obj: 0.303251, No Obj: 0.000157, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744359, Class: 0.998657, Obj: 0.262028, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.863571, Class: 0.995709, Obj: 0.500075, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3334: 0.286892, 0.340657 avg loss, 0.000100 rate, 3.918374 seconds, 213376 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770238, Class: 0.999893, Obj: 0.491286, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808604, Class: 0.999348, Obj: 0.420505, No Obj: 0.000149, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.879639, Class: 0.997869, Obj: 0.126302, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797302, Class: 0.928150, Obj: 0.243932, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.663439, Class: 0.977672, Obj: 0.519366, No Obj: 0.000133, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854516, Class: 0.998796, Obj: 0.444243, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785158, Class: 0.997317, Obj: 0.124278, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815277, Class: 0.991581, Obj: 0.666384, No Obj: 0.000351, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.838934, Class: 0.995191, Obj: 0.201561, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808159, Class: 0.999104, Obj: 0.339735, No Obj: 0.000165, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.863460, Class: 0.994578, Obj: 0.421346, No Obj: 0.000482, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809866, Class: 0.999668, Obj: 0.530062, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726951, Class: 0.999302, Obj: 0.402516, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.871854, Class: 0.994566, Obj: 0.584066, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842060, Class: 0.997093, Obj: 0.009600, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716073, Class: 0.991413, Obj: 0.005084, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3335: 0.227324, 0.329324 avg loss, 0.000100 rate, 3.917517 seconds, 213440 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799423, Class: 0.995896, Obj: 0.326570, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844353, Class: 0.989729, Obj: 0.204558, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751660, Class: 0.997529, Obj: 0.148496, No Obj: 0.000103, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839831, Class: 0.999228, Obj: 0.000868, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804499, Class: 0.999022, Obj: 0.363254, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854127, Class: 0.999086, Obj: 0.461169, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831470, Class: 0.999532, Obj: 0.442832, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649604, Class: 0.999683, Obj: 0.462645, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859794, Class: 0.999683, Obj: 0.820615, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.493955, Class: 0.997062, Obj: 0.039406, No Obj: 0.000067, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691508, Class: 0.993353, Obj: 0.125702, No Obj: 0.000110, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.729845, Class: 0.997980, Obj: 0.608031, No Obj: 0.000896, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.928496, Class: 0.993228, Obj: 0.391340, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832542, Class: 0.997242, Obj: 0.092834, No Obj: 0.000146, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3336: 0.355110, 0.331902 avg loss, 0.000100 rate, 3.924757 seconds, 213504 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784180, Class: 0.996438, Obj: 0.067876, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800773, Class: 0.998753, Obj: 0.308040, No Obj: 0.000177, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874070, Class: 0.999216, Obj: 0.271785, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.622541, Class: 0.994733, Obj: 0.160354, No Obj: 0.000107, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755392, Class: 0.998264, Obj: 0.245224, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.639126, Class: 0.972907, Obj: 0.151376, No Obj: 0.000428, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.697286, Class: 0.999855, Obj: 0.579334, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.771660, Class: 0.996531, Obj: 0.333310, No Obj: 0.000112, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813717, Class: 0.994638, Obj: 0.271600, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766771, Class: 0.998857, Obj: 0.540936, No Obj: 0.000186, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872564, Class: 0.999947, Obj: 0.807836, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728910, Class: 0.997515, Obj: 0.170040, No Obj: 0.000145, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723331, Class: 0.995487, Obj: 0.557698, No Obj: 0.000275, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.703118, Class: 0.989751, Obj: 0.116766, No Obj: 0.000228, .5R: 1.000000, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.650553, Class: 0.999281, Obj: 0.338451, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3337: 0.475119, 0.346224 avg loss, 0.000100 rate, 3.928571 seconds, 213568 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.796200, Class: 0.998802, Obj: 0.085069, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782658, Class: 0.998600, Obj: 0.486212, No Obj: 0.000152, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851957, Class: 0.996565, Obj: 0.306866, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827552, Class: 0.998379, Obj: 0.466996, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689799, Class: 0.998480, Obj: 0.474209, No Obj: 0.000119, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731188, Class: 0.996069, Obj: 0.275734, No Obj: 0.000155, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754555, Class: 0.999841, Obj: 0.202518, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796345, Class: 0.993756, Obj: 0.311914, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.793200, Class: 0.999522, Obj: 0.703754, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.904544, Class: 0.997619, Obj: 0.283817, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854213, Class: 0.998661, Obj: 0.944462, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712383, Class: 0.998257, Obj: 0.089185, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749747, Class: 0.999412, Obj: 0.208711, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725492, Class: 0.994609, Obj: 0.069957, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3338: 0.270002, 0.338602 avg loss, 0.000100 rate, 3.938339 seconds, 213632 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841214, Class: 0.997654, Obj: 0.492345, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.703571, Class: 0.993742, Obj: 0.071201, No Obj: 0.000117, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833582, Class: 0.996718, Obj: 0.573425, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772766, Class: 0.997026, Obj: 0.077692, No Obj: 0.000085, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904094, Class: 0.992475, Obj: 0.264403, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730825, Class: 0.999499, Obj: 0.089097, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891711, Class: 0.998197, Obj: 0.220001, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.669663, Class: 0.999908, Obj: 0.575900, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705236, Class: 0.997631, Obj: 0.280605, No Obj: 0.000215, .5R: 1.000000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686733, Class: 0.999588, Obj: 0.111961, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.765203, Class: 0.999678, Obj: 0.773949, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688459, Class: 0.997662, Obj: 0.021385, No Obj: 0.000053, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828621, Class: 0.996892, Obj: 0.739647, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771870, Class: 0.994464, Obj: 0.070625, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3339: 0.367598, 0.341501 avg loss, 0.000100 rate, 3.915986 seconds, 213696 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842974, Class: 0.998127, Obj: 0.158607, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654313, Class: 0.993596, Obj: 0.157127, No Obj: 0.000176, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758346, Class: 0.996132, Obj: 0.048185, No Obj: 0.000132, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887054, Class: 0.999602, Obj: 0.609813, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731356, Class: 0.998251, Obj: 0.299949, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764583, Class: 0.998383, Obj: 0.191296, No Obj: 0.000170, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838312, Class: 0.997489, Obj: 0.950242, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730707, Class: 0.999426, Obj: 0.255173, No Obj: 0.000105, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.670028, Class: 0.958451, Obj: 0.024058, No Obj: 0.000475, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: 0.811371, Class: 0.993716, Obj: 0.132368, No Obj: 0.000212, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.681822, Class: 0.997094, Obj: 0.130125, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826799, Class: 0.999098, Obj: 0.647225, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778691, Class: 0.999519, Obj: 0.409492, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752676, Class: 0.995565, Obj: 0.002639, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750359, Class: 0.996122, Obj: 0.039709, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3340: 0.436238, 0.350975 avg loss, 0.000100 rate, 3.937889 seconds, 213760 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830010, Class: 0.999368, Obj: 0.560534, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700273, Class: 0.998427, Obj: 0.177410, No Obj: 0.000142, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763682, Class: 0.999121, Obj: 0.926015, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772597, Class: 0.998517, Obj: 0.260009, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869898, Class: 0.999423, Obj: 0.730781, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733137, Class: 0.999087, Obj: 0.281498, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680135, Class: 0.938193, Obj: 0.381105, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.852799, Class: 0.998913, Obj: 0.276882, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705099, Class: 0.997066, Obj: 0.114514, No Obj: 0.000153, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.702632, Class: 0.998924, Obj: 0.274858, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.641500, Class: 0.999363, Obj: 0.064496, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.833349, Class: 0.997934, Obj: 0.364871, No Obj: 0.000227, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866409, Class: 0.998025, Obj: 0.285528, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3341: 0.321925, 0.348070 avg loss, 0.000100 rate, 3.908738 seconds, 213824 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878649, Class: 0.997540, Obj: 0.073765, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750652, Class: 0.998355, Obj: 0.223371, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.651137, Class: 0.996820, Obj: 0.377763, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754400, Class: 0.997645, Obj: 0.180218, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820848, Class: 0.994175, Obj: 0.779921, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769288, Class: 0.997278, Obj: 0.115999, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697389, Class: 0.997456, Obj: 0.381531, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.729362, Class: 0.997945, Obj: 0.400260, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801501, Class: 0.999168, Obj: 0.265343, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813651, Class: 0.999200, Obj: 0.611704, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824615, Class: 0.998858, Obj: 0.205589, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867491, Class: 0.999453, Obj: 0.936418, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793697, Class: 0.996173, Obj: 0.056679, No Obj: 0.000137, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705857, Class: 0.993266, Obj: 0.288760, No Obj: 0.000314, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.796414, Class: 0.996959, Obj: 0.255653, No Obj: 0.000195, .5R: 1.000000, .75R: 0.777778, count: 9 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3342: 0.335283, 0.346791 avg loss, 0.000100 rate, 3.922172 seconds, 213888 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.847516, Class: 0.998536, Obj: 0.691281, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750881, Class: 0.984992, Obj: 0.070432, No Obj: 0.000161, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.759428, Class: 0.994940, Obj: 0.129322, No Obj: 0.000116, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719951, Class: 0.999017, Obj: 0.465260, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.861731, Class: 0.998089, Obj: 0.385426, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.829583, Class: 0.997533, Obj: 0.717455, No Obj: 0.000556, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755613, Class: 0.997283, Obj: 0.033984, No Obj: 0.000081, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790506, Class: 0.996400, Obj: 0.266174, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747808, Class: 0.996818, Obj: 0.091104, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722762, Class: 0.994721, Obj: 0.154666, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772606, Class: 0.996391, Obj: 0.302735, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796540, Class: 0.997331, Obj: 0.290564, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890996, Class: 0.991958, Obj: 0.517557, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667656, Class: 0.997564, Obj: 0.223366, No Obj: 0.000116, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3343: 0.371022, 0.349214 avg loss, 0.000100 rate, 3.929265 seconds, 213952 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.915808, Class: 0.999766, Obj: 0.844976, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828608, Class: 0.997592, Obj: 0.567223, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.873806, Class: 0.998132, Obj: 0.267470, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863196, Class: 0.999927, Obj: 0.960605, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.644413, Class: 0.993613, Obj: 0.362341, No Obj: 0.000137, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831043, Class: 0.999416, Obj: 0.528831, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716740, Class: 0.998938, Obj: 0.359067, No Obj: 0.000188, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.662027, Class: 0.995735, Obj: 0.882604, No Obj: 0.000403, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735198, Class: 0.996141, Obj: 0.200207, No Obj: 0.000127, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785084, Class: 0.999640, Obj: 0.741131, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845951, Class: 0.994708, Obj: 0.026841, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926174, Class: 0.998473, Obj: 0.283318, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740389, Class: 0.998185, Obj: 0.286555, No Obj: 0.000196, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630373, Class: 0.996461, Obj: 0.043653, No Obj: 0.000030, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682853, Class: 0.982171, Obj: 0.233600, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.742755, Class: 0.998356, Obj: 0.241063, No Obj: 0.000067, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3344: 0.383762, 0.352669 avg loss, 0.000100 rate, 3.931899 seconds, 214016 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869631, Class: 0.999091, Obj: 0.383501, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.583850, Class: 0.997618, Obj: 0.014303, No Obj: 0.000046, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884057, Class: 0.999581, Obj: 0.187965, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850027, Class: 0.995398, Obj: 0.350608, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773475, Class: 0.996348, Obj: 0.204570, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753461, Class: 0.999858, Obj: 0.332868, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670496, Class: 0.991652, Obj: 0.017361, No Obj: 0.000149, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.838457, Class: 0.998799, Obj: 0.465491, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.669342, Class: 0.998030, Obj: 0.863364, No Obj: 0.000256, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741349, Class: 0.998709, Obj: 0.345520, No Obj: 0.000178, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829777, Class: 0.997983, Obj: 0.011435, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765808, Class: 0.998875, Obj: 0.231154, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799736, Class: 0.998749, Obj: 0.777356, No Obj: 0.000273, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772179, Class: 0.996143, Obj: 0.136642, No Obj: 0.000149, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914602, Class: 0.999001, Obj: 0.743754, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825409, Class: 0.996560, Obj: 0.157835, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3345: 0.344224, 0.351825 avg loss, 0.000100 rate, 3.916434 seconds, 214080 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820373, Class: 0.999635, Obj: 0.922683, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799301, Class: 0.998694, Obj: 0.192518, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882000, Class: 0.999136, Obj: 0.498832, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641980, Class: 0.998893, Obj: 0.657542, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767136, Class: 0.982758, Obj: 0.112300, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681689, Class: 0.998020, Obj: 0.058720, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899784, Class: 0.995764, Obj: 0.729957, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794784, Class: 0.996395, Obj: 0.202890, No Obj: 0.000162, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761485, Class: 0.998245, Obj: 0.097651, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692888, Class: 0.995905, Obj: 0.297735, No Obj: 0.000176, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.764211, Class: 0.999192, Obj: 0.914063, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830242, Class: 0.996891, Obj: 0.792118, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629162, Class: 0.997307, Obj: 0.164524, No Obj: 0.000115, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626000, Class: 0.998557, Obj: 0.321913, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785423, Class: 0.999183, Obj: 0.548398, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3346: 0.324890, 0.349131 avg loss, 0.000100 rate, 3.919856 seconds, 214144 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822423, Class: 0.996228, Obj: 0.203902, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711544, Class: 0.998875, Obj: 0.175249, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723575, Class: 0.997478, Obj: 0.133503, No Obj: 0.000053, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877223, Class: 0.993421, Obj: 0.118429, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789770, Class: 0.999711, Obj: 0.367875, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795397, Class: 0.995654, Obj: 0.150053, No Obj: 0.000089, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808637, Class: 0.996879, Obj: 0.801550, No Obj: 0.000360, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.790273, Class: 0.996743, Obj: 0.234943, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807934, Class: 0.992560, Obj: 0.787321, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767704, Class: 0.976664, Obj: 0.196366, No Obj: 0.000060, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763756, Class: 0.998474, Obj: 0.909518, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767571, Class: 0.991207, Obj: 0.063339, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3347: 0.265946, 0.340813 avg loss, 0.000100 rate, 3.909716 seconds, 214208 images Loaded: 0.000054 seconds Region 82 Avg IOU: 0.789174, Class: 0.981622, Obj: 0.000090, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.725248, Class: 0.999646, Obj: 0.417710, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719162, Class: 0.996171, Obj: 0.144750, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701273, Class: 0.996447, Obj: 0.067271, No Obj: 0.000139, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689795, Class: 0.997143, Obj: 0.134969, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864763, Class: 0.999565, Obj: 0.133080, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717503, Class: 0.995492, Obj: 0.178897, No Obj: 0.000146, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859321, Class: 0.997840, Obj: 0.325988, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800532, Class: 0.998100, Obj: 0.180074, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833425, Class: 0.998584, Obj: 0.391940, No Obj: 0.000197, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845222, Class: 0.999505, Obj: 0.830208, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801241, Class: 0.997785, Obj: 0.202965, No Obj: 0.000156, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3348: 0.379636, 0.344695 avg loss, 0.000100 rate, 3.920723 seconds, 214272 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921114, Class: 0.996073, Obj: 0.695081, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617346, Class: 0.998158, Obj: 0.004013, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874998, Class: 0.999483, Obj: 0.886401, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684850, Class: 0.998752, Obj: 0.075288, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848078, Class: 0.997978, Obj: 0.714141, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746197, Class: 0.994757, Obj: 0.137224, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685209, Class: 0.996751, Obj: 0.058701, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699445, Class: 0.998291, Obj: 0.265441, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781164, Class: 0.997865, Obj: 0.323577, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789069, Class: 0.997917, Obj: 0.537769, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726834, Class: 0.995405, Obj: 0.138781, No Obj: 0.000162, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.482373, Class: 0.980394, Obj: 0.000060, No Obj: 0.000014, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703267, Class: 0.996833, Obj: 0.125995, No Obj: 0.000124, .5R: 1.000000, .75R: 0.333333, count: 9 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3349: 0.398801, 0.350106 avg loss, 0.000100 rate, 3.926235 seconds, 214336 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862127, Class: 0.998309, Obj: 0.222910, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869174, Class: 0.997180, Obj: 0.630834, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.755451, Class: 0.996610, Obj: 0.170143, No Obj: 0.000181, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.621006, Class: 0.996455, Obj: 0.128834, No Obj: 0.000080, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798693, Class: 0.993222, Obj: 0.203926, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.665365, Class: 0.996077, Obj: 0.011365, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.645387, Class: 0.991324, Obj: 0.461919, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.769964, Class: 0.994207, Obj: 0.313109, No Obj: 0.000314, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.862333, Class: 0.997478, Obj: 0.967156, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860660, Class: 0.991741, Obj: 0.012598, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853546, Class: 0.998310, Obj: 0.177293, No Obj: 0.000126, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874295, Class: 0.996349, Obj: 0.129517, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.860738, Class: 0.999211, Obj: 0.415040, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865169, Class: 0.995412, Obj: 0.166554, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789113, Class: 0.998660, Obj: 0.075790, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3350: 0.322977, 0.347393 avg loss, 0.000100 rate, 3.923825 seconds, 214400 images Loaded: 0.000030 seconds Region 82 Avg IOU: 0.731932, Class: 0.976543, Obj: 0.080607, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.874907, Class: 0.996053, Obj: 0.009428, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735426, Class: 0.994401, Obj: 0.243781, No Obj: 0.000099, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819679, Class: 0.999649, Obj: 0.422313, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780530, Class: 0.996760, Obj: 0.221358, No Obj: 0.000247, .5R: 0.916667, .75R: 0.666667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890933, Class: 0.999477, Obj: 0.061130, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738399, Class: 0.996013, Obj: 0.259365, No Obj: 0.000174, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: 0.755172, Class: 0.994231, Obj: 0.612936, No Obj: 0.000968, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.754202, Class: 0.996315, Obj: 0.048612, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722967, Class: 0.998083, Obj: 0.095262, No Obj: 0.000122, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817499, Class: 0.999112, Obj: 0.311094, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662508, Class: 0.999614, Obj: 0.054891, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756087, Class: 0.995361, Obj: 0.262655, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701104, Class: 0.987676, Obj: 0.154856, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740615, Class: 0.996286, Obj: 0.080048, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.736668, Class: 0.994977, Obj: 0.434435, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.829293, Class: 0.997831, Obj: 0.290086, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.775068, Class: 0.995988, Obj: 0.059176, No Obj: 0.000112, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3351: 0.483332, 0.360987 avg loss, 0.000100 rate, 3.928771 seconds, 214464 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874092, Class: 0.999321, Obj: 0.486088, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.699161, Class: 0.996338, Obj: 0.110450, No Obj: 0.000106, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769750, Class: 0.999382, Obj: 0.367859, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.716043, Class: 0.999113, Obj: 0.443650, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848234, Class: 0.997965, Obj: 0.457735, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.847456, Class: 0.997154, Obj: 0.136934, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813972, Class: 0.993742, Obj: 0.395157, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.854061, Class: 0.998446, Obj: 0.066734, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776802, Class: 0.997600, Obj: 0.699211, No Obj: 0.000303, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809334, Class: 0.998616, Obj: 0.260949, No Obj: 0.000130, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.662487, Class: 0.996593, Obj: 0.404994, No Obj: 0.000291, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724514, Class: 0.996036, Obj: 0.295967, No Obj: 0.000152, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.813024, Class: 0.999657, Obj: 0.867860, No Obj: 0.000487, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843492, Class: 0.996644, Obj: 0.764516, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777042, Class: 0.999361, Obj: 0.285059, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3352: 0.313742, 0.356262 avg loss, 0.000100 rate, 3.913207 seconds, 214528 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.596425, Class: 0.966454, Obj: 0.678727, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787527, Class: 0.998193, Obj: 0.419412, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.866216, Class: 0.996793, Obj: 0.132434, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.588901, Class: 0.974936, Obj: 0.316248, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.707388, Class: 0.995991, Obj: 0.700422, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711892, Class: 0.998899, Obj: 0.001182, No Obj: 0.000024, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815695, Class: 0.971733, Obj: 0.015323, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753732, Class: 0.998093, Obj: 0.186759, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431928, Class: 0.996768, Obj: 0.000344, No Obj: 0.000043, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.808659, Class: 0.997842, Obj: 0.697829, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.883390, Class: 0.995548, Obj: 0.407463, No Obj: 0.000438, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.668821, Class: 0.996249, Obj: 0.092705, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918163, Class: 0.990241, Obj: 0.397796, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833495, Class: 0.994504, Obj: 0.036708, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825663, Class: 0.998232, Obj: 0.193061, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809402, Class: 0.993496, Obj: 0.588892, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773325, Class: 0.998626, Obj: 0.002734, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3353: 0.271329, 0.347769 avg loss, 0.000100 rate, 3.916536 seconds, 214592 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740812, Class: 0.998311, Obj: 0.107883, No Obj: 0.000071, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.800940, Class: 0.993612, Obj: 0.619269, No Obj: 0.000534, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.860514, Class: 0.992319, Obj: 0.283465, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753665, Class: 0.997275, Obj: 0.418967, No Obj: 0.000121, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831129, Class: 0.999298, Obj: 0.488962, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.835172, Class: 0.999198, Obj: 0.173305, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801952, Class: 0.996956, Obj: 0.321717, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718847, Class: 0.997450, Obj: 0.160314, No Obj: 0.000105, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765296, Class: 0.999905, Obj: 0.802499, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743415, Class: 0.995220, Obj: 0.081323, No Obj: 0.000090, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676601, Class: 0.995158, Obj: 0.206231, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766610, Class: 0.999731, Obj: 0.385792, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725179, Class: 0.999557, Obj: 0.018319, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929652, Class: 0.998781, Obj: 0.865129, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.481878, Class: 0.997718, Obj: 0.475620, No Obj: 0.000082, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3354: 0.349910, 0.347983 avg loss, 0.000100 rate, 3.927168 seconds, 214656 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774729, Class: 0.986437, Obj: 0.008529, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788019, Class: 0.996603, Obj: 0.191492, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746970, Class: 0.998010, Obj: 0.376015, No Obj: 0.000331, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686939, Class: 0.997555, Obj: 0.162299, No Obj: 0.000071, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896105, Class: 0.996233, Obj: 0.173862, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699340, Class: 0.997554, Obj: 0.180889, No Obj: 0.000160, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.611581, Class: 0.996589, Obj: 0.942391, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.487352, Class: 0.998695, Obj: 0.012356, No Obj: 0.000025, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.767822, Class: 0.969108, Obj: 0.001687, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808602, Class: 0.995968, Obj: 0.199521, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740067, Class: 0.995697, Obj: 0.262576, No Obj: 0.000188, .5R: 0.900000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804455, Class: 0.999076, Obj: 0.411682, No Obj: 0.000126, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887914, Class: 0.991554, Obj: 0.636581, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701894, Class: 0.998331, Obj: 0.326594, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3355: 0.372290, 0.350414 avg loss, 0.000100 rate, 3.924992 seconds, 214720 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.786836, Class: 0.998101, Obj: 0.652936, No Obj: 0.000536, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839860, Class: 0.995706, Obj: 0.025185, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832873, Class: 0.996149, Obj: 0.241353, No Obj: 0.000476, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817506, Class: 0.995722, Obj: 0.252171, No Obj: 0.000234, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.675573, Class: 0.984141, Obj: 0.074267, No Obj: 0.000042, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.747155, Class: 0.999167, Obj: 0.217137, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862056, Class: 0.995430, Obj: 0.382358, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.772999, Class: 0.999757, Obj: 0.938028, No Obj: 0.000496, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843116, Class: 0.993051, Obj: 0.311503, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754411, Class: 0.998638, Obj: 0.181229, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814986, Class: 0.988727, Obj: 0.074685, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730186, Class: 0.996442, Obj: 0.169164, No Obj: 0.000113, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865511, Class: 0.991810, Obj: 0.150326, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788131, Class: 0.998632, Obj: 0.164891, No Obj: 0.000141, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799820, Class: 0.996517, Obj: 0.308397, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.759734, Class: 0.997527, Obj: 0.349869, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3356: 0.367466, 0.352119 avg loss, 0.000100 rate, 3.925891 seconds, 214784 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.781215, Class: 0.992841, Obj: 0.192469, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.790809, Class: 0.996419, Obj: 0.010065, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782046, Class: 0.991694, Obj: 0.253545, No Obj: 0.000176, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850656, Class: 0.997744, Obj: 0.486862, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602674, Class: 0.996227, Obj: 0.120029, No Obj: 0.000117, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797318, Class: 0.996887, Obj: 0.406508, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.720829, Class: 0.996301, Obj: 0.256334, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.541382, Class: 0.986188, Obj: 0.024822, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.844855, Class: 0.999465, Obj: 0.380109, No Obj: 0.000170, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779651, Class: 0.997533, Obj: 0.228803, No Obj: 0.000084, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.717776, Class: 0.997814, Obj: 0.511187, No Obj: 0.000608, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.773923, Class: 0.996638, Obj: 0.738010, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791288, Class: 0.998826, Obj: 0.547642, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.884847, Class: 0.994824, Obj: 0.672566, No Obj: 0.000453, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.801836, Class: 0.988997, Obj: 0.378399, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824134, Class: 0.994985, Obj: 0.092082, No Obj: 0.000137, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777979, Class: 0.999292, Obj: 0.627049, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829340, Class: 0.997637, Obj: 0.004729, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3357: 0.380219, 0.354929 avg loss, 0.000100 rate, 3.919686 seconds, 214848 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.862824, Class: 0.990490, Obj: 0.244026, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.852086, Class: 0.995775, Obj: 0.831881, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835799, Class: 0.999545, Obj: 0.860874, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786249, Class: 0.992399, Obj: 0.230385, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792312, Class: 0.993755, Obj: 0.358030, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842347, Class: 0.999377, Obj: 0.550201, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.813695, Class: 0.996568, Obj: 0.089852, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824552, Class: 0.996876, Obj: 0.546293, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687578, Class: 0.997432, Obj: 0.098072, No Obj: 0.000122, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848375, Class: 0.999130, Obj: 0.376788, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.896109, Class: 0.998936, Obj: 0.565695, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830445, Class: 0.999330, Obj: 0.199230, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.898254, Class: 0.999917, Obj: 0.824865, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744738, Class: 0.995722, Obj: 0.127961, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.610989, Class: 0.998672, Obj: 0.097223, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.783642, Class: 0.999937, Obj: 0.193425, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865216, Class: 0.997603, Obj: 0.317819, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3358: 0.268463, 0.346282 avg loss, 0.000100 rate, 3.908084 seconds, 214912 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832293, Class: 0.993392, Obj: 0.042092, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.465923, Class: 0.993900, Obj: 0.031875, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.938277, Class: 0.990944, Obj: 0.572084, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.705424, Class: 0.994783, Obj: 0.157371, No Obj: 0.000128, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.671444, Class: 0.992801, Obj: 0.002458, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.833225, Class: 0.996979, Obj: 0.224194, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.714575, Class: 0.955838, Obj: 0.040725, No Obj: 0.000103, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715727, Class: 0.999118, Obj: 0.285022, No Obj: 0.000210, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.837972, Class: 0.999215, Obj: 0.370614, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726189, Class: 0.996610, Obj: 0.420454, No Obj: 0.000091, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.721713, Class: 0.990163, Obj: 0.415116, No Obj: 0.000563, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.795466, Class: 0.998656, Obj: 0.779208, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872725, Class: 0.998807, Obj: 0.006374, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.786778, Class: 0.971814, Obj: 0.142258, No Obj: 0.000419, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750811, Class: 0.998805, Obj: 0.275420, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772542, Class: 0.999140, Obj: 0.252060, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751722, Class: 0.997963, Obj: 0.299965, No Obj: 0.000167, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3359: 0.336184, 0.345273 avg loss, 0.000100 rate, 3.920959 seconds, 214976 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847263, Class: 0.999306, Obj: 0.128876, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754254, Class: 0.991960, Obj: 0.014720, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705814, Class: 0.994825, Obj: 0.177149, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.883735, Class: 0.999882, Obj: 0.899939, No Obj: 0.000439, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.841405, Class: 0.996497, Obj: 0.301157, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624766, Class: 0.998196, Obj: 0.070322, No Obj: 0.000111, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791660, Class: 0.995790, Obj: 0.417093, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.841461, Class: 0.999898, Obj: 0.246940, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646399, Class: 0.991131, Obj: 0.024812, No Obj: 0.000024, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779514, Class: 0.993353, Obj: 0.717252, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624599, Class: 0.998130, Obj: 0.161434, No Obj: 0.000112, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910047, Class: 0.999858, Obj: 0.937759, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867219, Class: 0.997663, Obj: 0.341536, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843146, Class: 0.992353, Obj: 0.331886, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.594558, Class: 0.998121, Obj: 0.274324, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3360: 0.345694, 0.345315 avg loss, 0.000100 rate, 3.904955 seconds, 215040 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735371, Class: 0.999682, Obj: 0.430600, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.644751, Class: 0.999197, Obj: 0.363646, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816130, Class: 0.999357, Obj: 0.135582, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614511, Class: 0.998319, Obj: 0.857908, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786984, Class: 0.999017, Obj: 0.281526, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000179, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805773, Class: 0.998588, Obj: 0.699894, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749242, Class: 0.997932, Obj: 0.381750, No Obj: 0.000190, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845824, Class: 0.998096, Obj: 0.233787, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.721074, Class: 0.999119, Obj: 0.689256, No Obj: 0.000274, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.858730, Class: 0.999154, Obj: 0.613231, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.863629, Class: 0.988874, Obj: 0.243763, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822976, Class: 0.997424, Obj: 0.359352, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859756, Class: 0.995215, Obj: 0.227018, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.725645, Class: 0.997111, Obj: 0.243304, No Obj: 0.000099, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3361: 0.317041, 0.342487 avg loss, 0.000100 rate, 3.923579 seconds, 215104 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858662, Class: 0.999696, Obj: 0.112079, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.873071, Class: 0.998536, Obj: 0.814514, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.876671, Class: 0.998861, Obj: 0.138970, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758534, Class: 0.996232, Obj: 0.005162, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.618611, Class: 0.997797, Obj: 0.343911, No Obj: 0.000145, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725041, Class: 0.998802, Obj: 0.308706, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839021, Class: 0.999082, Obj: 0.180708, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721661, Class: 0.998931, Obj: 0.152788, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.669863, Class: 0.996088, Obj: 0.678762, No Obj: 0.000419, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816079, Class: 0.995775, Obj: 0.098808, No Obj: 0.000041, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723249, Class: 0.992270, Obj: 0.785256, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683933, Class: 0.994366, Obj: 0.099986, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798098, Class: 0.997740, Obj: 0.216134, No Obj: 0.000117, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.865604, Class: 0.970768, Obj: 0.341066, No Obj: 0.000394, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.957211, Class: 0.996698, Obj: 0.752526, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839280, Class: 0.999295, Obj: 0.261139, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3362: 0.269666, 0.335205 avg loss, 0.000100 rate, 3.911181 seconds, 215168 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.701076, Class: 0.997509, Obj: 0.149516, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.628006, Class: 0.987736, Obj: 0.027375, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.823649, Class: 0.997502, Obj: 0.130438, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899004, Class: 0.997097, Obj: 0.552408, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674123, Class: 0.997097, Obj: 0.161788, No Obj: 0.000193, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865329, Class: 0.999735, Obj: 0.745553, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833625, Class: 0.999632, Obj: 0.306518, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.960770, Class: 0.999164, Obj: 0.539997, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835208, Class: 0.997556, Obj: 0.093152, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.772887, Class: 0.987867, Obj: 0.718951, No Obj: 0.000388, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862023, Class: 0.998331, Obj: 0.604614, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.808226, Class: 0.997703, Obj: 0.374999, No Obj: 0.000161, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811109, Class: 0.999301, Obj: 0.329982, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.893835, Class: 0.995420, Obj: 0.449334, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858042, Class: 0.997633, Obj: 0.359835, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.878628, Class: 0.999536, Obj: 0.731815, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762583, Class: 0.995521, Obj: 0.115605, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3363: 0.286967, 0.330381 avg loss, 0.000100 rate, 3.919124 seconds, 215232 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618336, Class: 0.998206, Obj: 0.412046, No Obj: 0.000139, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737299, Class: 0.990626, Obj: 0.259549, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.850702, Class: 0.999866, Obj: 0.910944, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746698, Class: 0.997154, Obj: 0.093720, No Obj: 0.000047, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736786, Class: 0.998313, Obj: 0.589430, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882408, Class: 0.997961, Obj: 0.206146, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754279, Class: 0.998363, Obj: 0.277218, No Obj: 0.000141, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771930, Class: 0.995268, Obj: 0.290674, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851406, Class: 0.986553, Obj: 0.108261, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734081, Class: 0.992711, Obj: 0.125620, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3364: 0.258644, 0.323208 avg loss, 0.000100 rate, 3.906934 seconds, 215296 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780754, Class: 0.998401, Obj: 0.171037, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754937, Class: 0.997902, Obj: 0.162141, No Obj: 0.000136, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.773871, Class: 0.999661, Obj: 0.866591, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887660, Class: 0.999855, Obj: 0.795370, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689445, Class: 0.997114, Obj: 0.181590, No Obj: 0.000119, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788519, Class: 0.997325, Obj: 0.725480, No Obj: 0.000405, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.760609, Class: 0.998521, Obj: 0.323931, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899278, Class: 0.995715, Obj: 0.491086, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716425, Class: 0.995701, Obj: 0.065116, No Obj: 0.000070, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.800174, Class: 0.997790, Obj: 0.078623, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.878977, Class: 0.994927, Obj: 0.094931, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.552772, Class: 0.994661, Obj: 0.031041, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722622, Class: 0.995432, Obj: 0.202609, No Obj: 0.000147, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.812020, Class: 0.982893, Obj: 0.026233, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.928791, Class: 0.990034, Obj: 0.011340, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746665, Class: 0.995631, Obj: 0.111081, No Obj: 0.000160, .5R: 0.916667, .75R: 0.583333, count: 12 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3365: 0.454401, 0.336327 avg loss, 0.000100 rate, 3.921560 seconds, 215360 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752111, Class: 0.997417, Obj: 0.582781, No Obj: 0.000473, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.820017, Class: 0.996275, Obj: 0.336752, No Obj: 0.000152, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802871, Class: 0.998534, Obj: 0.729194, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722668, Class: 0.995358, Obj: 0.054508, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759918, Class: 0.994622, Obj: 0.244342, No Obj: 0.000380, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.782327, Class: 0.996132, Obj: 0.066924, No Obj: 0.000106, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818775, Class: 0.998728, Obj: 0.335295, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716983, Class: 0.998672, Obj: 0.082580, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788224, Class: 0.997495, Obj: 0.268935, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853481, Class: 0.998932, Obj: 0.280083, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723025, Class: 0.996528, Obj: 0.220167, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836930, Class: 0.999492, Obj: 0.281110, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659051, Class: 0.997925, Obj: 0.867922, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657232, Class: 0.995440, Obj: 0.184853, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3366: 0.364380, 0.339132 avg loss, 0.000100 rate, 3.906745 seconds, 215424 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906075, Class: 0.997740, Obj: 0.895462, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797589, Class: 0.998560, Obj: 0.293321, No Obj: 0.000114, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652227, Class: 0.997525, Obj: 0.339646, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706573, Class: 0.995487, Obj: 0.445132, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.869202, Class: 0.998667, Obj: 0.329564, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735467, Class: 0.997883, Obj: 0.229452, No Obj: 0.000194, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.743570, Class: 0.972016, Obj: 0.000231, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794979, Class: 0.997894, Obj: 0.487278, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774861, Class: 0.998065, Obj: 0.260064, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751335, Class: 0.997522, Obj: 0.182318, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.837173, Class: 0.993033, Obj: 0.405634, No Obj: 0.000645, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.718373, Class: 0.929965, Obj: 0.000025, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765820, Class: 0.993438, Obj: 0.247186, No Obj: 0.000170, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3367: 0.356113, 0.340831 avg loss, 0.000100 rate, 3.924707 seconds, 215488 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902396, Class: 0.994512, Obj: 0.405957, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.888824, Class: 0.996212, Obj: 0.432738, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.816132, Class: 0.993667, Obj: 0.921965, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589458, Class: 0.996169, Obj: 0.002961, No Obj: 0.000029, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891664, Class: 0.984556, Obj: 0.234199, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808471, Class: 0.997325, Obj: 0.278861, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820126, Class: 0.999261, Obj: 0.153374, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769516, Class: 0.998576, Obj: 0.407600, No Obj: 0.000175, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822547, Class: 0.996688, Obj: 0.493077, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.870189, Class: 0.998898, Obj: 0.434970, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789315, Class: 0.995132, Obj: 0.495462, No Obj: 0.000330, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.695634, Class: 0.997209, Obj: 0.190582, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813294, Class: 0.979977, Obj: 0.118727, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.807682, Class: 0.997115, Obj: 0.156561, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827697, Class: 0.996928, Obj: 0.919072, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787761, Class: 0.998151, Obj: 0.185777, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3368: 0.285203, 0.335268 avg loss, 0.000100 rate, 3.924972 seconds, 215552 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814346, Class: 0.996728, Obj: 0.329909, No Obj: 0.000138, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.955683, Class: 0.998984, Obj: 0.679374, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746583, Class: 0.990287, Obj: 0.042139, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892850, Class: 0.991621, Obj: 0.130483, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743899, Class: 0.989791, Obj: 0.002975, No Obj: 0.000042, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754434, Class: 0.999594, Obj: 0.906100, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769840, Class: 0.998007, Obj: 0.342286, No Obj: 0.000128, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812438, Class: 0.997821, Obj: 0.848554, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782154, Class: 0.998864, Obj: 0.114512, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768318, Class: 0.997048, Obj: 0.369739, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.759703, Class: 0.994478, Obj: 0.001066, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840760, Class: 0.998181, Obj: 0.232115, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889133, Class: 0.999279, Obj: 0.679764, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736471, Class: 0.998483, Obj: 0.282521, No Obj: 0.000170, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3369: 0.307517, 0.332493 avg loss, 0.000100 rate, 3.910292 seconds, 215616 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873674, Class: 0.997316, Obj: 0.527715, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712515, Class: 0.997776, Obj: 0.190487, No Obj: 0.000084, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799775, Class: 0.999289, Obj: 0.570895, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698330, Class: 0.997617, Obj: 0.127187, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774724, Class: 0.999829, Obj: 0.749838, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845988, Class: 0.999193, Obj: 0.494387, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816689, Class: 0.998013, Obj: 0.839121, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816735, Class: 0.999075, Obj: 0.006105, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.626260, Class: 0.995687, Obj: 0.358593, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.604461, Class: 0.997717, Obj: 0.297568, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772312, Class: 0.963872, Obj: 0.003055, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.870983, Class: 0.999050, Obj: 0.374686, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.961792, Class: 0.998798, Obj: 0.456497, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865660, Class: 0.997620, Obj: 0.761394, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754124, Class: 0.994483, Obj: 0.229913, No Obj: 0.000108, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3370: 0.231230, 0.322366 avg loss, 0.000100 rate, 3.910882 seconds, 215680 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.895967, Class: 0.999261, Obj: 0.800512, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829740, Class: 0.999220, Obj: 0.680812, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.896479, Class: 0.998545, Obj: 0.167418, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919419, Class: 0.997365, Obj: 0.394354, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837317, Class: 0.998532, Obj: 0.346776, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747783, Class: 0.998657, Obj: 0.039383, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756813, Class: 0.997516, Obj: 0.106034, No Obj: 0.000129, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786518, Class: 0.995132, Obj: 0.143332, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.637546, Class: 0.996841, Obj: 0.253418, No Obj: 0.000104, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.693216, Class: 0.995968, Obj: 0.426381, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799038, Class: 0.998339, Obj: 0.172820, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730747, Class: 0.996804, Obj: 0.126680, No Obj: 0.000179, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000414, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747085, Class: 0.999192, Obj: 0.004380, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.680767, Class: 0.997573, Obj: 0.030296, No Obj: 0.000063, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877585, Class: 0.994121, Obj: 0.648222, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861071, Class: 0.998652, Obj: 0.250580, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838927, Class: 0.998766, Obj: 0.235019, No Obj: 0.000146, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3371: 0.399526, 0.330082 avg loss, 0.000100 rate, 3.922485 seconds, 215744 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787518, Class: 0.997436, Obj: 0.025228, No Obj: 0.000010, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740748, Class: 0.997968, Obj: 0.233569, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.930529, Class: 0.998378, Obj: 0.190483, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756833, Class: 0.999629, Obj: 0.687194, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.919044, Class: 0.998672, Obj: 0.002151, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812027, Class: 0.998013, Obj: 0.208468, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706650, Class: 0.997335, Obj: 0.451965, No Obj: 0.000120, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.877641, Class: 0.999535, Obj: 0.084763, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748589, Class: 0.995805, Obj: 0.205679, No Obj: 0.000110, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774379, Class: 0.996291, Obj: 0.195608, No Obj: 0.000131, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.497071, Class: 0.905839, Obj: 0.027414, No Obj: 0.000177, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840946, Class: 0.999310, Obj: 0.752015, No Obj: 0.000345, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.863971, Class: 0.997872, Obj: 0.490231, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912735, Class: 0.999713, Obj: 0.863356, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866526, Class: 0.999864, Obj: 0.084116, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3372: 0.239044, 0.320979 avg loss, 0.000100 rate, 3.900966 seconds, 215808 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.697589, Class: 0.994254, Obj: 0.376945, No Obj: 0.000435, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.835294, Class: 0.997050, Obj: 0.161081, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715129, Class: 0.993254, Obj: 0.048351, No Obj: 0.000110, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.719407, Class: 0.997724, Obj: 0.097342, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.874370, Class: 0.998838, Obj: 0.463842, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802764, Class: 0.995559, Obj: 0.056888, No Obj: 0.000072, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754445, Class: 0.997208, Obj: 0.199807, No Obj: 0.000201, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763643, Class: 0.985617, Obj: 0.111292, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741353, Class: 0.996702, Obj: 0.312672, No Obj: 0.000104, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891519, Class: 0.999367, Obj: 0.832406, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759958, Class: 0.998441, Obj: 0.187471, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682412, Class: 0.996703, Obj: 0.174307, No Obj: 0.000132, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.644269, Class: 0.999026, Obj: 0.771405, No Obj: 0.000320, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816517, Class: 0.999232, Obj: 0.406938, No Obj: 0.000170, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653632, Class: 0.993778, Obj: 0.115513, No Obj: 0.000087, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3373: 0.459059, 0.334787 avg loss, 0.000100 rate, 3.922372 seconds, 215872 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.649337, Class: 0.985061, Obj: 0.388518, No Obj: 0.000375, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.748913, Class: 0.997520, Obj: 0.120784, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822127, Class: 0.998550, Obj: 0.227691, No Obj: 0.000167, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714889, Class: 0.997754, Obj: 0.182156, No Obj: 0.000091, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.673955, Class: 0.994342, Obj: 0.410165, No Obj: 0.000479, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.442036, Class: 0.991269, Obj: 0.021326, No Obj: 0.000130, .5R: 0.200000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704138, Class: 0.998428, Obj: 0.328885, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819087, Class: 0.999693, Obj: 0.727884, No Obj: 0.000341, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779118, Class: 0.996676, Obj: 0.143385, No Obj: 0.000198, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951294, Class: 0.999414, Obj: 0.162701, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723126, Class: 0.998804, Obj: 0.291965, No Obj: 0.000178, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.783494, Class: 0.989727, Obj: 0.002152, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.885790, Class: 0.997867, Obj: 0.522681, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711528, Class: 0.999875, Obj: 0.127866, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814941, Class: 0.992040, Obj: 0.127058, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658234, Class: 0.998675, Obj: 0.180259, No Obj: 0.000100, .5R: 0.666667, .75R: 0.333333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3374: 0.539013, 0.355209 avg loss, 0.000100 rate, 3.927284 seconds, 215936 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928620, Class: 0.999560, Obj: 0.968463, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745131, Class: 0.998982, Obj: 0.320150, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765977, Class: 0.994364, Obj: 0.236049, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749974, Class: 0.997277, Obj: 0.204659, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809190, Class: 0.998581, Obj: 0.457123, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715974, Class: 0.995955, Obj: 0.162826, No Obj: 0.000119, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.620269, Class: 0.997406, Obj: 0.953134, No Obj: 0.000303, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679081, Class: 0.996298, Obj: 0.162128, No Obj: 0.000107, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824760, Class: 0.998055, Obj: 0.296590, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921429, Class: 0.999535, Obj: 0.237039, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697459, Class: 0.997593, Obj: 0.305586, No Obj: 0.000145, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.847446, Class: 0.998383, Obj: 0.710098, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.621129, Class: 0.997700, Obj: 0.173335, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752960, Class: 0.998306, Obj: 0.115961, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3375: 0.368259, 0.356514 avg loss, 0.000100 rate, 3.905673 seconds, 216000 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842671, Class: 0.998765, Obj: 0.555297, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801193, Class: 0.987729, Obj: 0.302314, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797501, Class: 0.996915, Obj: 0.108442, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757789, Class: 0.992939, Obj: 0.656231, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695160, Class: 0.997428, Obj: 0.087735, No Obj: 0.000098, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782770, Class: 0.997105, Obj: 0.871452, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.865537, Class: 0.996559, Obj: 0.042272, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.814942, Class: 0.998873, Obj: 0.312823, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.682556, Class: 0.997962, Obj: 0.045498, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782920, Class: 0.995217, Obj: 0.066042, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890998, Class: 0.990528, Obj: 0.390232, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.557262, Class: 0.997385, Obj: 0.404216, No Obj: 0.000092, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695041, Class: 0.995756, Obj: 0.014714, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3376: 0.230234, 0.343886 avg loss, 0.000100 rate, 3.919198 seconds, 216064 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783319, Class: 0.936119, Obj: 0.302677, No Obj: 0.000196, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.695588, Class: 0.995370, Obj: 0.042329, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.849286, Class: 0.999701, Obj: 0.863091, No Obj: 0.000442, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.585001, Class: 0.998400, Obj: 0.000701, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.816273, Class: 0.998909, Obj: 0.311034, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853253, Class: 0.999811, Obj: 0.833627, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750322, Class: 0.999049, Obj: 0.242561, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.703013, Class: 0.983343, Obj: 0.425797, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838721, Class: 0.992504, Obj: 0.022712, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652124, Class: 0.998072, Obj: 0.054107, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925541, Class: 0.996973, Obj: 0.311818, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841156, Class: 0.997686, Obj: 0.165665, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.887208, Class: 0.999237, Obj: 0.731969, No Obj: 0.000369, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.847356, Class: 0.998450, Obj: 0.285767, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831867, Class: 0.997298, Obj: 0.176468, No Obj: 0.000162, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885036, Class: 0.993570, Obj: 0.845919, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.564128, Class: 0.987670, Obj: 0.049263, No Obj: 0.000086, .5R: 0.400000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3377: 0.417366, 0.351234 avg loss, 0.000100 rate, 3.914997 seconds, 216128 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763719, Class: 0.998525, Obj: 0.110065, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.733599, Class: 0.999152, Obj: 0.481007, No Obj: 0.000300, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.628219, Class: 0.998511, Obj: 0.319805, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672499, Class: 0.988005, Obj: 0.254726, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756121, Class: 0.997150, Obj: 0.036747, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.768386, Class: 0.986150, Obj: 0.125277, No Obj: 0.000444, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743670, Class: 0.999040, Obj: 0.394002, No Obj: 0.000093, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.792827, Class: 0.999559, Obj: 0.817263, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.800359, Class: 0.998750, Obj: 0.687549, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674385, Class: 0.994433, Obj: 0.163296, No Obj: 0.000134, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738530, Class: 0.995934, Obj: 0.111558, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833242, Class: 0.989285, Obj: 0.337406, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712734, Class: 0.995469, Obj: 0.231643, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872878, Class: 0.995773, Obj: 0.550234, No Obj: 0.000478, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.841676, Class: 0.998325, Obj: 0.076656, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3378: 0.277582, 0.343869 avg loss, 0.000100 rate, 3.902968 seconds, 216192 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.826788, Class: 0.980241, Obj: 0.599492, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764381, Class: 0.990017, Obj: 0.155093, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.754705, Class: 0.998588, Obj: 0.302849, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848748, Class: 0.996672, Obj: 0.349095, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837911, Class: 0.985878, Obj: 0.056689, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789856, Class: 0.998972, Obj: 0.157673, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776986, Class: 0.994344, Obj: 0.598872, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697872, Class: 0.997780, Obj: 0.378893, No Obj: 0.000185, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943761, Class: 0.995038, Obj: 0.009632, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812799, Class: 0.999207, Obj: 0.197270, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727745, Class: 0.993833, Obj: 0.350166, No Obj: 0.000129, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885850, Class: 0.982259, Obj: 0.455991, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802727, Class: 0.997870, Obj: 0.287759, No Obj: 0.000093, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709832, Class: 0.997393, Obj: 0.000352, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3379: 0.274061, 0.336888 avg loss, 0.000100 rate, 3.922270 seconds, 216256 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775778, Class: 0.997524, Obj: 0.525743, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693022, Class: 0.997113, Obj: 0.266347, No Obj: 0.000316, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810306, Class: 0.998749, Obj: 0.240265, No Obj: 0.000236, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783868, Class: 0.997615, Obj: 0.083285, No Obj: 0.000080, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836565, Class: 0.997262, Obj: 0.118757, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855047, Class: 0.994902, Obj: 0.599833, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.632798, Class: 0.989847, Obj: 0.255247, No Obj: 0.000100, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680986, Class: 0.996756, Obj: 0.009765, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931114, Class: 0.999008, Obj: 0.895728, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792832, Class: 0.998498, Obj: 0.419645, No Obj: 0.000129, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734159, Class: 0.979094, Obj: 0.256624, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.681963, Class: 0.998522, Obj: 0.288333, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3380: 0.362063, 0.339406 avg loss, 0.000100 rate, 3.910418 seconds, 216320 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.637561, Class: 0.998851, Obj: 0.781304, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808331, Class: 0.999663, Obj: 0.673759, No Obj: 0.000269, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.765076, Class: 0.994821, Obj: 0.054494, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901811, Class: 0.999598, Obj: 0.003279, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677717, Class: 0.997358, Obj: 0.008118, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803016, Class: 0.999736, Obj: 0.833404, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667866, Class: 0.997234, Obj: 0.241792, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.876419, Class: 0.998259, Obj: 0.351366, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.809548, Class: 0.997202, Obj: 0.607166, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775290, Class: 0.993040, Obj: 0.173321, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787348, Class: 0.996405, Obj: 0.318395, No Obj: 0.000183, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.714912, Class: 0.941403, Obj: 0.007395, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.704080, Class: 0.995744, Obj: 0.463489, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775960, Class: 0.998054, Obj: 0.173372, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899022, Class: 0.992434, Obj: 0.063033, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804514, Class: 0.996447, Obj: 0.242120, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863523, Class: 0.999284, Obj: 0.519591, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.782268, Class: 0.997292, Obj: 0.134270, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3381: 0.334232, 0.338888 avg loss, 0.000100 rate, 3.898449 seconds, 216384 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807976, Class: 0.997335, Obj: 0.319560, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696823, Class: 0.997885, Obj: 0.295383, No Obj: 0.000158, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860402, Class: 0.989702, Obj: 0.006869, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789117, Class: 0.996248, Obj: 0.393474, No Obj: 0.000214, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727603, Class: 0.999590, Obj: 0.353678, No Obj: 0.000162, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658034, Class: 0.997747, Obj: 0.114339, No Obj: 0.000153, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706926, Class: 0.997050, Obj: 0.094022, No Obj: 0.000122, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931916, Class: 0.998613, Obj: 0.949060, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828642, Class: 0.997471, Obj: 0.477419, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.743232, Class: 0.999504, Obj: 0.695639, No Obj: 0.000289, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.711614, Class: 0.993612, Obj: 0.276655, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731189, Class: 0.997277, Obj: 0.132144, No Obj: 0.000121, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732950, Class: 0.996893, Obj: 0.262026, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3382: 0.448802, 0.349880 avg loss, 0.000100 rate, 3.922109 seconds, 216448 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867601, Class: 0.997976, Obj: 0.607922, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655561, Class: 0.985784, Obj: 0.126235, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788221, Class: 0.994563, Obj: 0.128647, No Obj: 0.000178, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.880629, Class: 0.997709, Obj: 0.360701, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868836, Class: 0.999928, Obj: 0.868950, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820498, Class: 0.997557, Obj: 0.297898, No Obj: 0.000140, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832454, Class: 0.995686, Obj: 0.299644, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706610, Class: 0.997823, Obj: 0.416840, No Obj: 0.000083, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820385, Class: 0.999904, Obj: 0.955977, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760305, Class: 0.998296, Obj: 0.164861, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797323, Class: 0.991706, Obj: 0.302425, No Obj: 0.000389, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.658786, Class: 0.994361, Obj: 0.002501, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.781818, Class: 0.997119, Obj: 0.632930, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855572, Class: 0.999378, Obj: 0.871143, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864995, Class: 0.998841, Obj: 0.089518, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3383: 0.267649, 0.341657 avg loss, 0.000100 rate, 3.902949 seconds, 216512 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710489, Class: 0.995591, Obj: 0.188808, No Obj: 0.000135, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791582, Class: 0.996045, Obj: 0.347006, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707816, Class: 0.994590, Obj: 0.120068, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842603, Class: 0.999047, Obj: 0.373609, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661576, Class: 0.991596, Obj: 0.151173, No Obj: 0.000181, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929247, Class: 0.997448, Obj: 0.039706, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804019, Class: 0.980730, Obj: 0.040083, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898359, Class: 0.999599, Obj: 0.778537, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734843, Class: 0.998196, Obj: 0.470514, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765864, Class: 0.997058, Obj: 0.337837, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816813, Class: 0.997137, Obj: 0.104809, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3384: 0.325399, 0.340031 avg loss, 0.000100 rate, 3.904851 seconds, 216576 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718228, Class: 0.993817, Obj: 0.004115, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797518, Class: 0.998162, Obj: 0.169443, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824944, Class: 0.999783, Obj: 0.512236, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728592, Class: 0.997321, Obj: 0.239694, No Obj: 0.000121, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816973, Class: 0.986819, Obj: 0.000790, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688796, Class: 0.995119, Obj: 0.093019, No Obj: 0.000049, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724021, Class: 0.999529, Obj: 0.156191, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864881, Class: 0.998461, Obj: 0.782333, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.502117, Class: 0.995070, Obj: 0.107875, No Obj: 0.000085, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756196, Class: 0.993269, Obj: 0.173803, No Obj: 0.000216, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.876404, Class: 0.995016, Obj: 0.155509, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.742322, Class: 0.998529, Obj: 0.284425, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866832, Class: 0.999333, Obj: 0.612260, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.807535, Class: 0.994100, Obj: 0.134043, No Obj: 0.000177, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611571, Class: 0.997480, Obj: 0.246585, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3385: 0.294620, 0.335490 avg loss, 0.000100 rate, 3.906355 seconds, 216640 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864184, Class: 0.995651, Obj: 0.078644, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.869986, Class: 0.998940, Obj: 0.476725, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.590686, Class: 0.993720, Obj: 0.067174, No Obj: 0.000073, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678067, Class: 0.975490, Obj: 0.007015, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790262, Class: 0.999461, Obj: 0.472727, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767908, Class: 0.984083, Obj: 0.069385, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823392, Class: 0.998766, Obj: 0.143746, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731110, Class: 0.992180, Obj: 0.020137, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.787794, Class: 0.998054, Obj: 0.184300, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.887967, Class: 0.997067, Obj: 0.020307, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.845097, Class: 0.999584, Obj: 0.881806, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795416, Class: 0.994924, Obj: 0.136793, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801727, Class: 0.999934, Obj: 0.962844, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781713, Class: 0.996382, Obj: 0.133979, No Obj: 0.000173, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897585, Class: 0.998338, Obj: 0.708845, No Obj: 0.000347, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792278, Class: 0.997023, Obj: 0.154024, No Obj: 0.000164, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3386: 0.345896, 0.336530 avg loss, 0.000100 rate, 3.921629 seconds, 216704 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820157, Class: 0.993447, Obj: 0.304646, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796690, Class: 0.997118, Obj: 0.142823, No Obj: 0.000148, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.784390, Class: 0.999407, Obj: 0.842582, No Obj: 0.000529, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864732, Class: 0.998713, Obj: 0.495328, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.875906, Class: 0.998575, Obj: 0.579957, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819210, Class: 0.997887, Obj: 0.714523, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744651, Class: 0.996722, Obj: 0.221782, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642060, Class: 0.988568, Obj: 0.001696, No Obj: 0.000006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.740118, Class: 0.996448, Obj: 0.193007, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.909871, Class: 0.995910, Obj: 0.227199, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837980, Class: 0.997377, Obj: 0.214933, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.779099, Class: 0.996583, Obj: 0.732659, No Obj: 0.000434, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.582522, Class: 0.992325, Obj: 0.000312, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.654524, Class: 0.996933, Obj: 0.190549, No Obj: 0.000247, .5R: 0.700000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684126, Class: 0.996863, Obj: 0.777880, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647394, Class: 0.995576, Obj: 0.186132, No Obj: 0.000185, .5R: 0.727273, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709825, Class: 0.997251, Obj: 0.050298, No Obj: 0.000057, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3387: 0.512707, 0.354148 avg loss, 0.000100 rate, 3.914955 seconds, 216768 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709184, Class: 0.995786, Obj: 0.018364, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940452, Class: 0.999987, Obj: 0.559103, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708145, Class: 0.997836, Obj: 0.236687, No Obj: 0.000141, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814140, Class: 0.999601, Obj: 0.450021, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.616711, Class: 0.992993, Obj: 0.160958, No Obj: 0.000144, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799257, Class: 0.998490, Obj: 0.174061, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850571, Class: 0.998364, Obj: 0.219769, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832337, Class: 0.998259, Obj: 0.492419, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691880, Class: 0.990765, Obj: 0.129351, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.757114, Class: 0.994716, Obj: 0.019556, No Obj: 0.000025, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870339, Class: 0.995736, Obj: 0.420302, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799859, Class: 0.994652, Obj: 0.228835, No Obj: 0.000152, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801590, Class: 0.997606, Obj: 0.769194, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792310, Class: 0.997973, Obj: 0.263668, No Obj: 0.000197, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3388: 0.378729, 0.356606 avg loss, 0.000100 rate, 3.909679 seconds, 216832 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718525, Class: 0.982972, Obj: 0.228247, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751267, Class: 0.997000, Obj: 0.124127, No Obj: 0.000130, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736755, Class: 0.998607, Obj: 0.357201, No Obj: 0.000184, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.739304, Class: 0.996207, Obj: 0.254182, No Obj: 0.000259, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793117, Class: 0.999010, Obj: 0.709014, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774898, Class: 0.996252, Obj: 0.125443, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846650, Class: 0.998018, Obj: 0.267976, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917858, Class: 0.999972, Obj: 0.654922, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654624, Class: 0.999131, Obj: 0.080432, No Obj: 0.000164, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721870, Class: 0.995847, Obj: 0.302458, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.823280, Class: 0.998878, Obj: 0.145170, No Obj: 0.000173, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.739926, Class: 0.993923, Obj: 0.672142, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.821063, Class: 0.999255, Obj: 0.909377, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776949, Class: 0.998308, Obj: 0.218046, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713837, Class: 0.995335, Obj: 0.179078, No Obj: 0.000356, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.717358, Class: 0.998127, Obj: 0.400687, No Obj: 0.000269, .5R: 0.800000, .75R: 0.600000, count: 10 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3389: 0.455420, 0.366488 avg loss, 0.000100 rate, 3.910502 seconds, 216896 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782661, Class: 0.997829, Obj: 0.283624, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.842824, Class: 0.999849, Obj: 0.487696, No Obj: 0.000331, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776721, Class: 0.999782, Obj: 0.944535, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.941773, Class: 0.998747, Obj: 0.018643, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846062, Class: 0.997613, Obj: 0.229533, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756456, Class: 0.993399, Obj: 0.532736, No Obj: 0.000279, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.683676, Class: 0.999738, Obj: 0.276739, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797642, Class: 0.998070, Obj: 0.398992, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.790080, Class: 0.998824, Obj: 0.355960, No Obj: 0.000171, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.863802, Class: 0.991953, Obj: 0.860985, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.836740, Class: 0.998268, Obj: 0.520513, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809878, Class: 0.997760, Obj: 0.257300, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.678765, Class: 0.991355, Obj: 0.005751, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.849037, Class: 0.992000, Obj: 0.521890, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.847458, Class: 0.996010, Obj: 0.289239, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.850760, Class: 0.996234, Obj: 0.001268, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851378, Class: 0.999692, Obj: 0.353629, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3390: 0.237132, 0.353552 avg loss, 0.000100 rate, 3.899519 seconds, 216960 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.820886, Class: 0.996640, Obj: 0.781448, No Obj: 0.000377, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.813194, Class: 0.995580, Obj: 0.132128, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.778834, Class: 0.997451, Obj: 0.295426, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624058, Class: 0.999767, Obj: 0.642692, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818792, Class: 0.999016, Obj: 0.178950, No Obj: 0.000194, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.747306, Class: 0.958477, Obj: 0.132172, No Obj: 0.000480, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730556, Class: 0.997738, Obj: 0.061262, No Obj: 0.000183, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.848658, Class: 0.995314, Obj: 0.149527, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000313, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.899316, Class: 0.997815, Obj: 0.015726, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762263, Class: 0.998910, Obj: 0.317532, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839432, Class: 0.999422, Obj: 0.754077, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817939, Class: 0.997913, Obj: 0.274532, No Obj: 0.000192, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864747, Class: 0.998997, Obj: 0.542305, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777943, Class: 0.997992, Obj: 0.394133, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698557, Class: 0.997157, Obj: 0.825363, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.873726, Class: 0.999795, Obj: 0.456682, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3391: 0.298447, 0.348042 avg loss, 0.000100 rate, 3.903696 seconds, 217024 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782447, Class: 0.998619, Obj: 0.032121, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693865, Class: 0.995647, Obj: 0.261420, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866855, Class: 0.998609, Obj: 0.619972, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.673607, Class: 0.996419, Obj: 0.177559, No Obj: 0.000135, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885770, Class: 0.999376, Obj: 0.320046, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805060, Class: 0.997645, Obj: 0.218077, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766961, Class: 0.999009, Obj: 0.281996, No Obj: 0.000199, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834596, Class: 0.999845, Obj: 0.234728, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723245, Class: 0.996477, Obj: 0.113725, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826739, Class: 0.999022, Obj: 0.810794, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778265, Class: 0.999812, Obj: 0.255723, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642504, Class: 0.995748, Obj: 0.195386, No Obj: 0.000152, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797036, Class: 0.995207, Obj: 0.089100, No Obj: 0.000135, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3392: 0.376207, 0.350858 avg loss, 0.000100 rate, 3.897225 seconds, 217088 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703545, Class: 0.998523, Obj: 0.136987, No Obj: 0.000163, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709888, Class: 0.918365, Obj: 0.000008, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699266, Class: 0.997513, Obj: 0.124869, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764539, Class: 0.994550, Obj: 0.167077, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658934, Class: 0.999074, Obj: 0.051322, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758223, Class: 0.998968, Obj: 0.012800, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.837249, Class: 0.954542, Obj: 0.031494, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.741978, Class: 0.995492, Obj: 0.046790, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.824099, Class: 0.997839, Obj: 0.390687, No Obj: 0.000269, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681766, Class: 0.998069, Obj: 0.379272, No Obj: 0.000108, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656208, Class: 0.998228, Obj: 0.114776, No Obj: 0.000199, .5R: 0.700000, .75R: 0.300000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882052, Class: 0.999048, Obj: 0.616718, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679318, Class: 0.998554, Obj: 0.305478, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3393: 0.418909, 0.357663 avg loss, 0.000100 rate, 3.907815 seconds, 217152 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777100, Class: 0.998307, Obj: 0.328750, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840155, Class: 0.998830, Obj: 0.006587, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720616, Class: 0.993311, Obj: 0.006015, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854062, Class: 0.998224, Obj: 0.392146, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.687725, Class: 0.998045, Obj: 0.374438, No Obj: 0.000198, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768632, Class: 0.999227, Obj: 0.017475, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.878797, Class: 0.999069, Obj: 0.322723, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.710505, Class: 0.999118, Obj: 0.328924, No Obj: 0.000277, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635179, Class: 0.994114, Obj: 0.075033, No Obj: 0.000045, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814455, Class: 0.999805, Obj: 0.018706, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.895618, Class: 0.996835, Obj: 0.428575, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859863, Class: 0.998187, Obj: 0.447359, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804755, Class: 0.995820, Obj: 0.617482, No Obj: 0.000416, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.734288, Class: 0.997746, Obj: 0.215774, No Obj: 0.000107, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3394: 0.339413, 0.355838 avg loss, 0.000100 rate, 3.898463 seconds, 217216 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724918, Class: 0.999204, Obj: 0.114541, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820419, Class: 0.998642, Obj: 0.291755, No Obj: 0.000319, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.750677, Class: 0.998375, Obj: 0.372830, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744667, Class: 0.999845, Obj: 0.052259, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.684532, Class: 0.989791, Obj: 0.040656, No Obj: 0.000156, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754651, Class: 0.995467, Obj: 0.376504, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.857896, Class: 0.998710, Obj: 0.837091, No Obj: 0.000478, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.717735, Class: 0.983403, Obj: 0.000939, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.660529, Class: 0.997136, Obj: 0.110776, No Obj: 0.000081, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.681159, Class: 0.995817, Obj: 0.183156, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.835456, Class: 0.993162, Obj: 0.001510, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786767, Class: 0.990676, Obj: 0.004638, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.768463, Class: 0.998262, Obj: 0.285426, No Obj: 0.000208, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749606, Class: 0.997428, Obj: 0.506777, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741890, Class: 0.995338, Obj: 0.073388, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3395: 0.344984, 0.354753 avg loss, 0.000100 rate, 3.921206 seconds, 217280 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720276, Class: 0.996546, Obj: 0.217239, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.849610, Class: 0.996751, Obj: 0.000967, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827524, Class: 0.992983, Obj: 0.166387, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775889, Class: 0.998821, Obj: 0.325353, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773469, Class: 0.996312, Obj: 0.224426, No Obj: 0.000234, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.717305, Class: 0.995499, Obj: 0.163129, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871220, Class: 0.999283, Obj: 0.767446, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850447, Class: 0.996951, Obj: 0.202753, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889929, Class: 0.999191, Obj: 0.209954, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828968, Class: 0.997632, Obj: 0.282185, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.643451, Class: 0.996956, Obj: 0.107235, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713385, Class: 0.996092, Obj: 0.065132, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799185, Class: 0.997966, Obj: 0.440654, No Obj: 0.000115, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778008, Class: 0.996980, Obj: 0.260688, No Obj: 0.000280, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.606957, Class: 0.997039, Obj: 0.093301, No Obj: 0.000082, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3396: 0.318179, 0.351095 avg loss, 0.000100 rate, 3.920881 seconds, 217344 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857975, Class: 0.998105, Obj: 0.025816, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806891, Class: 0.999022, Obj: 0.098459, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.848962, Class: 0.999292, Obj: 0.219505, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.821720, Class: 0.998137, Obj: 0.099500, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834380, Class: 0.998297, Obj: 0.258071, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697310, Class: 0.997921, Obj: 0.247852, No Obj: 0.000120, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671942, Class: 0.996835, Obj: 0.390095, No Obj: 0.000112, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768545, Class: 0.997168, Obj: 0.608786, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.850079, Class: 0.996154, Obj: 0.721977, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614037, Class: 0.993875, Obj: 0.130669, No Obj: 0.000157, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862118, Class: 0.994212, Obj: 0.486530, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.769080, Class: 0.995987, Obj: 0.199178, No Obj: 0.000210, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821301, Class: 0.992577, Obj: 0.031067, No Obj: 0.000295, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.810481, Class: 0.997172, Obj: 0.389133, No Obj: 0.000168, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3397: 0.391541, 0.355140 avg loss, 0.000100 rate, 3.912322 seconds, 217408 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815798, Class: 0.991503, Obj: 0.392625, No Obj: 0.000245, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.749697, Class: 0.998896, Obj: 0.201355, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756286, Class: 0.995844, Obj: 0.174531, No Obj: 0.000157, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620741, Class: 0.988786, Obj: 0.197225, No Obj: 0.000125, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.696445, Class: 0.995778, Obj: 0.072127, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.861870, Class: 0.998603, Obj: 0.762652, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833523, Class: 0.998060, Obj: 0.230735, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.664225, Class: 0.999246, Obj: 0.578382, No Obj: 0.000318, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.794604, Class: 0.998548, Obj: 0.362419, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.598911, Class: 0.996107, Obj: 0.128322, No Obj: 0.000119, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886148, Class: 0.999812, Obj: 0.868109, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852071, Class: 0.996365, Obj: 0.177815, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.573007, Class: 0.997268, Obj: 0.067202, No Obj: 0.000061, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830296, Class: 0.994069, Obj: 0.243371, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861779, Class: 0.994371, Obj: 0.210546, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3398: 0.380544, 0.357680 avg loss, 0.000100 rate, 3.922064 seconds, 217472 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888253, Class: 0.993825, Obj: 0.183756, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674336, Class: 0.997975, Obj: 0.125796, No Obj: 0.000089, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683243, Class: 0.995861, Obj: 0.094727, No Obj: 0.000128, .5R: 0.888889, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.707417, Class: 0.985485, Obj: 0.098874, No Obj: 0.000410, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.888322, Class: 0.995385, Obj: 0.245912, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721852, Class: 0.998833, Obj: 0.289235, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846743, Class: 0.989143, Obj: 0.100095, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689917, Class: 0.994082, Obj: 0.097483, No Obj: 0.000173, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692451, Class: 0.997896, Obj: 0.126553, No Obj: 0.000232, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.712523, Class: 0.997637, Obj: 0.270318, No Obj: 0.000097, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690711, Class: 0.993818, Obj: 0.140843, No Obj: 0.000100, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.734245, Class: 0.995410, Obj: 0.462086, No Obj: 0.000454, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689641, Class: 0.998875, Obj: 0.129832, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921800, Class: 0.997881, Obj: 0.633338, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682547, Class: 0.998420, Obj: 0.328899, No Obj: 0.000154, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3399: 0.527645, 0.374677 avg loss, 0.000100 rate, 3.920444 seconds, 217536 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686041, Class: 0.998096, Obj: 0.398487, No Obj: 0.000118, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.823580, Class: 0.973996, Obj: 0.000485, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.902070, Class: 0.992045, Obj: 0.316665, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.583032, Class: 0.986169, Obj: 0.099373, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875725, Class: 0.998374, Obj: 0.225654, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640417, Class: 0.997421, Obj: 0.156363, No Obj: 0.000105, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722973, Class: 0.995496, Obj: 0.219109, No Obj: 0.000136, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.767408, Class: 0.999799, Obj: 0.902391, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887230, Class: 0.999899, Obj: 0.966667, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745851, Class: 0.997630, Obj: 0.312804, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613459, Class: 0.991197, Obj: 0.117405, No Obj: 0.000182, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.893878, Class: 0.999259, Obj: 0.918639, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793715, Class: 0.996778, Obj: 0.189887, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3400: 0.405009, 0.377710 avg loss, 0.000100 rate, 3.929069 seconds, 217600 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813570, Class: 0.999739, Obj: 0.248400, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.916759, Class: 0.999353, Obj: 0.510984, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819187, Class: 0.999448, Obj: 0.684040, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775717, Class: 0.999310, Obj: 0.071075, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797652, Class: 0.998262, Obj: 0.312547, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.879448, Class: 0.998891, Obj: 0.572244, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856856, Class: 0.999009, Obj: 0.359087, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719309, Class: 0.993906, Obj: 0.238949, No Obj: 0.000144, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830841, Class: 0.996387, Obj: 0.502291, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.626518, Class: 0.999741, Obj: 0.062877, No Obj: 0.000068, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893868, Class: 0.997514, Obj: 0.786490, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736503, Class: 0.999812, Obj: 0.050084, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874089, Class: 0.999134, Obj: 0.564036, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600870, Class: 0.996041, Obj: 0.143566, No Obj: 0.000061, .5R: 0.600000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3401: 0.251518, 0.365091 avg loss, 0.000100 rate, 3.695201 seconds, 217664 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805234, Class: 0.996108, Obj: 0.446128, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751270, Class: 0.997979, Obj: 0.210370, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780148, Class: 0.997510, Obj: 0.352860, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.872629, Class: 0.999499, Obj: 0.151797, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000187, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849113, Class: 0.997230, Obj: 0.393963, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.812218, Class: 0.998736, Obj: 0.407536, No Obj: 0.000169, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.807086, Class: 0.999633, Obj: 0.625167, No Obj: 0.000506, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905099, Class: 0.998728, Obj: 0.041912, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844219, Class: 0.997775, Obj: 0.231596, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.612661, Class: 0.996551, Obj: 0.105858, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.846056, Class: 0.998559, Obj: 0.318471, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.840859, Class: 0.995147, Obj: 0.251549, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899607, Class: 0.999502, Obj: 0.971038, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755287, Class: 0.998170, Obj: 0.058867, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738500, Class: 0.994445, Obj: 0.160513, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.855217, Class: 0.997155, Obj: 0.078475, No Obj: 0.000075, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692027, Class: 0.998463, Obj: 0.327541, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3402: 0.269653, 0.355547 avg loss, 0.000100 rate, 3.911698 seconds, 217728 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848086, Class: 0.997908, Obj: 0.278003, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.634544, Class: 0.994862, Obj: 0.137032, No Obj: 0.000148, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.590511, Class: 0.996844, Obj: 0.245836, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.849015, Class: 0.999020, Obj: 0.470306, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821041, Class: 0.995090, Obj: 0.492443, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758339, Class: 0.998805, Obj: 0.212025, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827320, Class: 0.999024, Obj: 0.449216, No Obj: 0.000184, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815583, Class: 0.998150, Obj: 0.115352, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.710455, Class: 0.999078, Obj: 0.486277, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.678758, Class: 0.993746, Obj: 0.154873, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840511, Class: 0.999234, Obj: 0.153719, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807633, Class: 0.998451, Obj: 0.175471, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828194, Class: 0.994002, Obj: 0.164828, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651173, Class: 0.994749, Obj: 0.041312, No Obj: 0.000052, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736118, Class: 0.997485, Obj: 0.183543, No Obj: 0.000089, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3403: 0.443514, 0.364344 avg loss, 0.000100 rate, 3.927691 seconds, 217792 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809939, Class: 0.995805, Obj: 0.476098, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749355, Class: 0.998286, Obj: 0.351787, No Obj: 0.000168, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.892620, Class: 0.997248, Obj: 0.031030, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.889664, Class: 0.999816, Obj: 0.763869, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741223, Class: 0.998065, Obj: 0.253880, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860930, Class: 0.999551, Obj: 0.862613, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.610137, Class: 0.998403, Obj: 0.171919, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851348, Class: 0.997726, Obj: 0.122236, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.914352, Class: 0.999370, Obj: 0.490238, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810982, Class: 0.995414, Obj: 0.029864, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792187, Class: 0.997292, Obj: 0.449694, No Obj: 0.000224, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.687813, Class: 0.997862, Obj: 0.405015, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707508, Class: 0.995646, Obj: 0.005379, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3404: 0.271671, 0.355076 avg loss, 0.000100 rate, 3.903492 seconds, 217856 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853901, Class: 0.998158, Obj: 0.261975, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.848737, Class: 0.997637, Obj: 0.119626, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873753, Class: 0.997863, Obj: 0.945540, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800970, Class: 0.995774, Obj: 0.162751, No Obj: 0.000180, .5R: 0.888889, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905702, Class: 0.997994, Obj: 0.317993, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833489, Class: 0.997854, Obj: 0.336203, No Obj: 0.000137, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900781, Class: 0.999545, Obj: 0.904762, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818686, Class: 0.998302, Obj: 0.173699, No Obj: 0.000134, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792926, Class: 0.999036, Obj: 0.466806, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.612409, Class: 0.987444, Obj: 0.140958, No Obj: 0.000060, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823433, Class: 0.986127, Obj: 0.454975, No Obj: 0.000333, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.848432, Class: 0.992509, Obj: 0.073518, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782016, Class: 0.999884, Obj: 0.972761, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784560, Class: 0.996113, Obj: 0.242665, No Obj: 0.000176, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3405: 0.419415, 0.361510 avg loss, 0.000100 rate, 3.903500 seconds, 217920 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755885, Class: 0.998583, Obj: 0.257662, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713214, Class: 0.993535, Obj: 0.213588, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813843, Class: 0.995919, Obj: 0.281992, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800472, Class: 0.970483, Obj: 0.132316, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847316, Class: 0.999698, Obj: 0.964729, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698921, Class: 0.995539, Obj: 0.094430, No Obj: 0.000075, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485819, Class: 0.993288, Obj: 0.002825, No Obj: 0.000015, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868779, Class: 0.999882, Obj: 0.686790, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772074, Class: 0.995691, Obj: 0.079222, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731296, Class: 0.998796, Obj: 0.376981, No Obj: 0.000133, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3406: 0.283679, 0.353727 avg loss, 0.000100 rate, 3.903963 seconds, 217984 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.758166, Class: 0.991063, Obj: 0.485995, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763180, Class: 0.997757, Obj: 0.184471, No Obj: 0.000158, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888276, Class: 0.993198, Obj: 0.780504, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786293, Class: 0.998756, Obj: 0.393968, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859951, Class: 0.988744, Obj: 0.008673, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676239, Class: 0.994214, Obj: 0.346564, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762852, Class: 0.999598, Obj: 0.010181, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752471, Class: 0.997560, Obj: 0.183468, No Obj: 0.000208, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775184, Class: 0.999702, Obj: 0.882390, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696964, Class: 0.999102, Obj: 0.129688, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844768, Class: 0.992218, Obj: 0.642748, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840787, Class: 0.990311, Obj: 0.306307, No Obj: 0.000491, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.757947, Class: 0.994351, Obj: 0.247430, No Obj: 0.000136, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848489, Class: 0.984703, Obj: 0.002842, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842372, Class: 0.997595, Obj: 0.126553, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3407: 0.322810, 0.350635 avg loss, 0.000100 rate, 3.906510 seconds, 218048 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855569, Class: 0.995780, Obj: 0.601645, No Obj: 0.000461, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.846792, Class: 0.997761, Obj: 0.377971, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728393, Class: 0.998403, Obj: 0.159751, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864230, Class: 0.999338, Obj: 0.455323, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727530, Class: 0.997753, Obj: 0.478796, No Obj: 0.000109, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894912, Class: 0.999078, Obj: 0.737851, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740078, Class: 0.996720, Obj: 0.174785, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846729, Class: 0.997354, Obj: 0.878013, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686937, Class: 0.996404, Obj: 0.137976, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831268, Class: 0.998233, Obj: 0.631684, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811731, Class: 0.981813, Obj: 0.293588, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.638073, Class: 0.993787, Obj: 0.003747, No Obj: 0.000041, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.850761, Class: 0.984447, Obj: 0.590890, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.722768, Class: 0.999008, Obj: 0.853347, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.700897, Class: 0.993677, Obj: 0.243964, No Obj: 0.000222, .5R: 0.916667, .75R: 0.333333, count: 12 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3408: 0.369712, 0.352543 avg loss, 0.000100 rate, 3.904243 seconds, 218112 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.810386, Class: 0.998782, Obj: 0.160651, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843957, Class: 0.995421, Obj: 0.927212, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666259, Class: 0.996480, Obj: 0.433129, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874485, Class: 0.993491, Obj: 0.711552, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.757009, Class: 0.995973, Obj: 0.129846, No Obj: 0.000150, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811991, Class: 0.995613, Obj: 0.503661, No Obj: 0.000254, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.754809, Class: 0.997053, Obj: 0.042407, No Obj: 0.000083, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569895, Class: 0.998816, Obj: 0.306418, No Obj: 0.000063, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826648, Class: 0.999033, Obj: 0.487623, No Obj: 0.000331, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.709183, Class: 0.998752, Obj: 0.229016, No Obj: 0.000177, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789833, Class: 0.995852, Obj: 0.407017, No Obj: 0.000467, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.735584, Class: 0.996347, Obj: 0.170122, No Obj: 0.000089, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786126, Class: 0.999871, Obj: 0.953706, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766963, Class: 0.997510, Obj: 0.215635, No Obj: 0.000151, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753474, Class: 0.998707, Obj: 0.395370, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3409: 0.386674, 0.355956 avg loss, 0.000100 rate, 3.902518 seconds, 218176 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700342, Class: 0.993464, Obj: 0.089004, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758531, Class: 0.999418, Obj: 0.121490, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691889, Class: 0.993950, Obj: 0.138228, No Obj: 0.000184, .5R: 0.727273, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703372, Class: 0.996535, Obj: 0.102649, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747423, Class: 0.998026, Obj: 0.157393, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811735, Class: 0.997209, Obj: 0.209790, No Obj: 0.000197, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693987, Class: 0.993450, Obj: 0.009808, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884913, Class: 0.999658, Obj: 0.884863, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747106, Class: 0.996652, Obj: 0.093203, No Obj: 0.000070, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.834801, Class: 0.994599, Obj: 0.312764, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732801, Class: 0.997255, Obj: 0.072291, No Obj: 0.000030, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889389, Class: 0.998787, Obj: 0.673874, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.715542, Class: 0.999924, Obj: 0.536764, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3410: 0.368796, 0.357240 avg loss, 0.000100 rate, 3.922086 seconds, 218240 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839168, Class: 0.998835, Obj: 0.160339, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788052, Class: 0.998681, Obj: 0.311689, No Obj: 0.000147, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849978, Class: 0.997262, Obj: 0.297466, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882714, Class: 0.996260, Obj: 0.360437, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773332, Class: 0.999059, Obj: 0.164754, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757154, Class: 0.996980, Obj: 0.349613, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.717769, Class: 0.997368, Obj: 0.197935, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754405, Class: 0.998159, Obj: 0.369797, No Obj: 0.000161, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.751512, Class: 0.998649, Obj: 0.287687, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.708835, Class: 0.990970, Obj: 0.206557, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.730256, Class: 0.997294, Obj: 0.124258, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715320, Class: 0.997472, Obj: 0.128016, No Obj: 0.000109, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775338, Class: 0.997838, Obj: 0.181591, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3411: 0.405605, 0.362077 avg loss, 0.000100 rate, 3.889249 seconds, 218304 images Loaded: 0.000081 seconds Region 82 Avg IOU: 0.846834, Class: 0.999282, Obj: 0.475118, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.723695, Class: 0.993694, Obj: 0.006593, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692837, Class: 0.994784, Obj: 0.026385, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645123, Class: 0.993717, Obj: 0.258007, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819273, Class: 0.997920, Obj: 0.325777, No Obj: 0.000499, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.792412, Class: 0.997338, Obj: 0.225782, No Obj: 0.000139, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.892268, Class: 0.999760, Obj: 0.933559, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846113, Class: 0.998337, Obj: 0.488648, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.823481, Class: 0.999214, Obj: 0.321507, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746518, Class: 0.990178, Obj: 0.265863, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827847, Class: 0.999378, Obj: 0.234079, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700811, Class: 0.997924, Obj: 0.146941, No Obj: 0.000152, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890840, Class: 0.999511, Obj: 0.079644, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805760, Class: 0.998545, Obj: 0.174838, No Obj: 0.000125, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.735336, Class: 0.976536, Obj: 0.507139, No Obj: 0.000411, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.805085, Class: 0.999470, Obj: 0.576704, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.812732, Class: 0.996447, Obj: 0.291392, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3412: 0.320546, 0.357924 avg loss, 0.000100 rate, 3.903469 seconds, 218368 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841125, Class: 0.999213, Obj: 0.403236, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736430, Class: 0.999141, Obj: 0.119014, No Obj: 0.000133, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762139, Class: 0.997928, Obj: 0.171886, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852427, Class: 0.996905, Obj: 0.645070, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.745627, Class: 0.997116, Obj: 0.348986, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839072, Class: 0.996862, Obj: 0.160167, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811378, Class: 0.999568, Obj: 0.831217, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699850, Class: 0.998524, Obj: 0.181265, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687493, Class: 0.995957, Obj: 0.129258, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.780377, Class: 0.997709, Obj: 0.374663, No Obj: 0.000182, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851265, Class: 0.998152, Obj: 0.310334, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816727, Class: 0.998510, Obj: 0.218742, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3413: 0.274310, 0.349562 avg loss, 0.000100 rate, 3.922083 seconds, 218432 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629633, Class: 0.998724, Obj: 0.472464, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758992, Class: 0.999102, Obj: 0.228953, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798999, Class: 0.991309, Obj: 0.159680, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777595, Class: 0.997957, Obj: 0.221301, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642316, Class: 0.997677, Obj: 0.073377, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.829484, Class: 0.994573, Obj: 0.890010, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.734384, Class: 0.999546, Obj: 0.682479, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697753, Class: 0.998791, Obj: 0.114205, No Obj: 0.000125, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.625762, Class: 0.969161, Obj: 0.010316, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.712635, Class: 0.996604, Obj: 0.154443, No Obj: 0.000121, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782789, Class: 0.998206, Obj: 0.293449, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.765121, Class: 0.998688, Obj: 0.083765, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792185, Class: 0.994625, Obj: 0.054461, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.597934, Class: 0.997851, Obj: 0.338986, No Obj: 0.000067, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892215, Class: 0.999863, Obj: 0.928739, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.625063, Class: 0.997932, Obj: 0.183100, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3414: 0.337927, 0.348399 avg loss, 0.000100 rate, 3.919530 seconds, 218496 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841854, Class: 0.986444, Obj: 0.287037, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.649440, Class: 0.998768, Obj: 0.002165, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.812588, Class: 0.992013, Obj: 0.065342, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775969, Class: 0.995874, Obj: 0.247647, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.868689, Class: 0.997738, Obj: 0.190212, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776863, Class: 0.998057, Obj: 0.017435, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792347, Class: 0.994339, Obj: 0.036651, No Obj: 0.000235, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.805306, Class: 0.995948, Obj: 0.206428, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738734, Class: 0.996341, Obj: 0.122036, No Obj: 0.000061, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829374, Class: 0.999499, Obj: 0.215202, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815860, Class: 0.997427, Obj: 0.207390, No Obj: 0.000178, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.637756, Class: 0.995527, Obj: 0.159132, No Obj: 0.000146, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.777023, Class: 0.996965, Obj: 0.624408, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.856317, Class: 0.998505, Obj: 0.461465, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.658233, Class: 0.993518, Obj: 0.111988, No Obj: 0.000122, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3415: 0.412830, 0.354842 avg loss, 0.000100 rate, 3.919795 seconds, 218560 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873724, Class: 0.998335, Obj: 0.359266, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.809289, Class: 0.996336, Obj: 0.043054, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862597, Class: 0.996614, Obj: 0.392374, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741870, Class: 0.996685, Obj: 0.322388, No Obj: 0.000143, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824978, Class: 0.998568, Obj: 0.791419, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.609085, Class: 0.996675, Obj: 0.227037, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759307, Class: 0.997968, Obj: 0.179701, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717839, Class: 0.996790, Obj: 0.169576, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.692456, Class: 0.994829, Obj: 0.283551, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787357, Class: 0.996899, Obj: 0.366770, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791757, Class: 0.983847, Obj: 0.005027, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762584, Class: 0.996247, Obj: 0.049048, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.937311, Class: 0.996640, Obj: 0.708969, No Obj: 0.000468, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.942236, Class: 0.994232, Obj: 0.119978, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3416: 0.311132, 0.350471 avg loss, 0.000100 rate, 3.916806 seconds, 218624 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721249, Class: 0.996476, Obj: 0.123788, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906314, Class: 0.999243, Obj: 0.858267, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.888528, Class: 0.981306, Obj: 0.333399, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803886, Class: 0.999450, Obj: 0.684221, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809084, Class: 0.997763, Obj: 0.235848, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890364, Class: 0.999205, Obj: 0.901859, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769173, Class: 0.999610, Obj: 0.717980, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.649752, Class: 0.964860, Obj: 0.024424, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.771830, Class: 0.997124, Obj: 0.472773, No Obj: 0.000296, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711931, Class: 0.996010, Obj: 0.174090, No Obj: 0.000135, .5R: 0.714286, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841058, Class: 0.997988, Obj: 0.175528, No Obj: 0.000117, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769060, Class: 0.977567, Obj: 0.417959, No Obj: 0.000465, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.781817, Class: 0.992338, Obj: 0.159350, No Obj: 0.000133, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803972, Class: 0.996565, Obj: 0.278538, No Obj: 0.000223, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.647050, Class: 0.993702, Obj: 0.002478, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3417: 0.390118, 0.354436 avg loss, 0.000100 rate, 3.919858 seconds, 218688 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.851089, Class: 0.995299, Obj: 0.319935, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765846, Class: 0.996701, Obj: 0.120872, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.603434, Class: 0.996847, Obj: 0.102576, No Obj: 0.000036, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748496, Class: 0.998347, Obj: 0.373368, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757239, Class: 0.995763, Obj: 0.039775, No Obj: 0.000071, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.825797, Class: 0.995797, Obj: 0.108586, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784197, Class: 0.998833, Obj: 0.693408, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859846, Class: 0.996763, Obj: 0.305685, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777418, Class: 0.990497, Obj: 0.000320, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839057, Class: 0.998796, Obj: 0.336753, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878582, Class: 0.995328, Obj: 0.540119, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.930764, Class: 0.999394, Obj: 0.780520, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877850, Class: 0.999669, Obj: 0.521479, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827564, Class: 0.997971, Obj: 0.327717, No Obj: 0.000137, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3418: 0.254280, 0.344420 avg loss, 0.000100 rate, 3.909799 seconds, 218752 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854240, Class: 0.990216, Obj: 0.186183, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829715, Class: 0.995388, Obj: 0.106088, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.964344, Class: 0.999868, Obj: 0.636104, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.874000, Class: 0.998575, Obj: 0.225774, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833142, Class: 0.998027, Obj: 0.361258, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740081, Class: 0.998873, Obj: 0.444015, No Obj: 0.000158, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.796454, Class: 0.992873, Obj: 0.381140, No Obj: 0.000543, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.778007, Class: 0.996299, Obj: 0.022395, No Obj: 0.000216, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761266, Class: 0.994193, Obj: 0.169317, No Obj: 0.000114, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761181, Class: 0.998083, Obj: 0.179564, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871489, Class: 0.987603, Obj: 0.127036, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759155, Class: 0.997098, Obj: 0.270736, No Obj: 0.000203, .5R: 0.900000, .75R: 0.600000, count: 10 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3419: 0.330040, 0.342982 avg loss, 0.000100 rate, 3.904095 seconds, 218816 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749163, Class: 0.988780, Obj: 0.243767, No Obj: 0.000176, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665199, Class: 0.998995, Obj: 0.771948, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781199, Class: 0.999429, Obj: 0.462284, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797384, Class: 0.990590, Obj: 0.013906, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785437, Class: 0.993656, Obj: 0.110771, No Obj: 0.000102, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689676, Class: 0.950531, Obj: 0.039551, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.833550, Class: 0.999650, Obj: 0.391793, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.856220, Class: 0.998647, Obj: 0.301248, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.589963, Class: 0.993745, Obj: 0.199176, No Obj: 0.000102, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790493, Class: 0.989106, Obj: 0.170189, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.632346, Class: 0.984633, Obj: 0.119466, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.881777, Class: 0.992334, Obj: 0.003888, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.822818, Class: 0.996623, Obj: 0.563906, No Obj: 0.000284, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.685028, Class: 0.988276, Obj: 0.000043, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777067, Class: 0.997035, Obj: 0.306808, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3420: 0.388738, 0.347558 avg loss, 0.000100 rate, 3.907321 seconds, 218880 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.653517, Class: 0.992233, Obj: 0.034423, No Obj: 0.000351, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.912691, Class: 0.994289, Obj: 0.385050, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748088, Class: 0.991096, Obj: 0.083161, No Obj: 0.000163, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.831001, Class: 0.996800, Obj: 0.166116, No Obj: 0.000484, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800981, Class: 0.998763, Obj: 0.353990, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.854885, Class: 0.991835, Obj: 0.319068, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731340, Class: 0.996438, Obj: 0.038192, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772464, Class: 0.998037, Obj: 0.345586, No Obj: 0.000110, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838660, Class: 0.990094, Obj: 0.527595, No Obj: 0.000652, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.815308, Class: 0.998145, Obj: 0.164606, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928901, Class: 0.999870, Obj: 0.878016, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815001, Class: 0.997587, Obj: 0.209649, No Obj: 0.000167, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795183, Class: 0.999617, Obj: 0.772377, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617774, Class: 0.998946, Obj: 0.079587, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3421 iterations) Last accuracy mAP@0.5 = 79.00 % 3421: 0.323327, 0.345135 avg loss, 0.000100 rate, 3.908025 seconds, 218944 images calculation mAP (mean average precision)... detections_count = 1257, unique_truth_count = 323 rank = 0 of ranks = 1257 rank = 100 of ranks = 1257 rank = 200 of ranks = 1257 rank = 300 of ranks = 1257 rank = 400 of ranks = 1257 rank = 500 of ranks = 1257 rank = 600 of ranks = 1257 rank = 700 of ranks = 1257 rank = 800 of ranks = 1257 rank = 900 of ranks = 1257 rank = 1000 of ranks = 1257 rank = 1100 of ranks = 1257 rank = 1200 of ranks = 1257 class_id = 0, name = lca, ap = 79.33% (TP = 225, FP = 37) for thresh = 0.25, precision = 0.86, recall = 0.70, F1-score = 0.77 for thresh = 0.25, TP = 225, FP = 37, FN = 98, average IoU = 65.80 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.793322, or 79.33 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.793322 Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804241, Class: 0.997725, Obj: 0.305872, No Obj: 0.000211, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.854266, Class: 0.998584, Obj: 0.187728, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738790, Class: 0.997397, Obj: 0.132435, No Obj: 0.000069, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848681, Class: 0.997082, Obj: 0.425259, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.826119, Class: 0.997007, Obj: 0.292064, No Obj: 0.000107, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798065, Class: 0.978909, Obj: 0.489108, No Obj: 0.000308, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.821175, Class: 0.999501, Obj: 0.017222, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.684763, Class: 0.972260, Obj: 0.254236, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739709, Class: 0.998400, Obj: 0.310964, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903390, Class: 0.999112, Obj: 0.069748, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855203, Class: 0.998494, Obj: 0.298877, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766082, Class: 0.997492, Obj: 0.226522, No Obj: 0.000161, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.845185, Class: 0.998251, Obj: 0.857678, No Obj: 0.000468, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.909336, Class: 0.999338, Obj: 0.521636, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845069, Class: 0.997380, Obj: 0.320417, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3422: 0.324239, 0.343045 avg loss, 0.000100 rate, 3.710363 seconds, 219008 images Loaded: 0.000095 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.895781, Class: 0.998140, Obj: 0.258876, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.757325, Class: 0.998748, Obj: 0.787922, No Obj: 0.000594, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721325, Class: 0.996731, Obj: 0.167563, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.812335, Class: 0.996137, Obj: 0.672807, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.817622, Class: 0.984412, Obj: 0.026863, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782912, Class: 0.990640, Obj: 0.107824, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709865, Class: 0.996490, Obj: 0.170420, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755573, Class: 0.996620, Obj: 0.366048, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762715, Class: 0.999828, Obj: 0.434932, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.889085, Class: 0.998954, Obj: 0.564803, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.771998, Class: 0.990260, Obj: 0.414851, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773967, Class: 0.998088, Obj: 0.324770, No Obj: 0.000198, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661678, Class: 0.998959, Obj: 0.319601, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3423: 0.263132, 0.335054 avg loss, 0.000100 rate, 3.922042 seconds, 219072 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879242, Class: 0.997237, Obj: 0.491813, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698547, Class: 0.997159, Obj: 0.060694, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.823981, Class: 0.996255, Obj: 0.310393, No Obj: 0.000482, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827951, Class: 0.993832, Obj: 0.266363, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.732112, Class: 0.997819, Obj: 0.143806, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806302, Class: 0.996119, Obj: 0.410549, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.727248, Class: 0.997159, Obj: 0.240363, No Obj: 0.000181, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778542, Class: 0.996711, Obj: 0.571545, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.857493, Class: 0.998754, Obj: 0.187954, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766812, Class: 0.998290, Obj: 0.302268, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734312, Class: 0.999824, Obj: 0.301155, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788210, Class: 0.999277, Obj: 0.275286, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874941, Class: 0.957009, Obj: 0.000758, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729296, Class: 0.997899, Obj: 0.107405, No Obj: 0.000105, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758577, Class: 0.995845, Obj: 0.301519, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3424: 0.344465, 0.335995 avg loss, 0.000100 rate, 3.927232 seconds, 219136 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834651, Class: 0.998492, Obj: 0.276518, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.687614, Class: 0.989362, Obj: 0.009477, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.602490, Class: 0.997306, Obj: 0.335848, No Obj: 0.000138, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862259, Class: 0.995071, Obj: 0.001089, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880241, Class: 0.994604, Obj: 0.262628, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870611, Class: 0.999854, Obj: 0.878038, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725064, Class: 0.998901, Obj: 0.212524, No Obj: 0.000139, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801993, Class: 0.996901, Obj: 0.849372, No Obj: 0.000312, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692619, Class: 0.998869, Obj: 0.299768, No Obj: 0.000081, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845532, Class: 0.997203, Obj: 0.180716, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698575, Class: 0.997451, Obj: 0.299660, No Obj: 0.000086, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767929, Class: 0.998911, Obj: 0.265823, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787545, Class: 0.999350, Obj: 0.708398, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.789911, Class: 0.996796, Obj: 0.263728, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3425: 0.362667, 0.338662 avg loss, 0.000100 rate, 3.925356 seconds, 219200 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866493, Class: 0.998933, Obj: 0.272089, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771073, Class: 0.998307, Obj: 0.099073, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788504, Class: 0.999020, Obj: 0.312193, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835124, Class: 0.999887, Obj: 0.947371, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673072, Class: 0.995135, Obj: 0.078108, No Obj: 0.000103, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000278, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853316, Class: 0.995779, Obj: 0.565965, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.836240, Class: 0.996055, Obj: 0.270468, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883441, Class: 0.999643, Obj: 0.061389, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685069, Class: 0.996266, Obj: 0.124430, No Obj: 0.000144, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782124, Class: 0.997892, Obj: 0.204714, No Obj: 0.000109, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811500, Class: 0.998283, Obj: 0.112738, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.830329, Class: 0.960114, Obj: 0.038409, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.867783, Class: 0.994365, Obj: 0.543927, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.914089, Class: 0.999749, Obj: 0.564987, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3426: 0.289422, 0.333738 avg loss, 0.000100 rate, 3.922326 seconds, 219264 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.715915, Class: 0.998496, Obj: 0.183391, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756263, Class: 0.998426, Obj: 0.356181, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841776, Class: 0.995790, Obj: 0.018647, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801382, Class: 0.998758, Obj: 0.056435, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.838135, Class: 0.999493, Obj: 0.929085, No Obj: 0.000360, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728430, Class: 0.994044, Obj: 0.199688, No Obj: 0.000075, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753825, Class: 0.987555, Obj: 0.032756, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711540, Class: 0.997442, Obj: 0.151393, No Obj: 0.000140, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870192, Class: 0.996805, Obj: 0.589289, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.589729, Class: 0.995911, Obj: 0.005455, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846452, Class: 0.997754, Obj: 0.038661, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854447, Class: 0.995558, Obj: 0.712198, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.853370, Class: 0.997258, Obj: 0.297115, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859386, Class: 0.996996, Obj: 0.725700, No Obj: 0.000406, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3427: 0.263580, 0.326722 avg loss, 0.000100 rate, 3.919702 seconds, 219328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738110, Class: 0.993202, Obj: 0.291502, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.763061, Class: 0.996494, Obj: 0.210120, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838772, Class: 0.997550, Obj: 0.103248, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832659, Class: 0.998306, Obj: 0.178364, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.930922, Class: 0.997301, Obj: 0.245781, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836561, Class: 0.995320, Obj: 0.879900, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679540, Class: 0.998316, Obj: 0.306446, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849044, Class: 0.998091, Obj: 0.793805, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.947517, Class: 0.999361, Obj: 0.191038, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680339, Class: 0.996646, Obj: 0.495624, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758734, Class: 0.997381, Obj: 0.468818, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.892007, Class: 0.994811, Obj: 0.719342, No Obj: 0.000458, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830795, Class: 0.998606, Obj: 0.641140, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.892297, Class: 0.999284, Obj: 0.265357, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3428: 0.225273, 0.316577 avg loss, 0.000100 rate, 3.909019 seconds, 219392 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000358, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770048, Class: 0.995374, Obj: 0.466357, No Obj: 0.000374, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.733584, Class: 0.995856, Obj: 0.053457, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876433, Class: 0.995623, Obj: 0.427265, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.847344, Class: 0.998024, Obj: 0.503906, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766237, Class: 0.998732, Obj: 0.414920, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827761, Class: 0.999206, Obj: 0.818146, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747828, Class: 0.998730, Obj: 0.309830, No Obj: 0.000157, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848172, Class: 0.995564, Obj: 0.480152, No Obj: 0.000267, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.886910, Class: 0.996665, Obj: 0.257681, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878219, Class: 0.999042, Obj: 0.640844, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761988, Class: 0.995233, Obj: 0.204958, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.958466, Class: 0.999655, Obj: 0.182362, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.886930, Class: 0.998707, Obj: 0.420149, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3429: 0.231645, 0.308084 avg loss, 0.000100 rate, 3.902711 seconds, 219456 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924506, Class: 0.997995, Obj: 0.029199, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710240, Class: 0.998606, Obj: 0.088000, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.750762, Class: 0.992968, Obj: 0.155331, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648154, Class: 0.996863, Obj: 0.267648, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829621, Class: 0.999652, Obj: 0.946012, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705361, Class: 0.998109, Obj: 0.168601, No Obj: 0.000122, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.972167, Class: 0.999723, Obj: 0.810000, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.581203, Class: 0.995991, Obj: 0.209706, No Obj: 0.000080, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771449, Class: 0.999529, Obj: 0.316087, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896638, Class: 0.999352, Obj: 0.938928, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792950, Class: 0.999558, Obj: 0.358954, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639264, Class: 0.970566, Obj: 0.003303, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.751818, Class: 0.998609, Obj: 0.128708, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.840511, Class: 0.995190, Obj: 0.312735, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855749, Class: 0.996628, Obj: 0.312454, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3430: 0.328376, 0.310113 avg loss, 0.000100 rate, 3.923214 seconds, 219520 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723894, Class: 0.992283, Obj: 0.174975, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.770717, Class: 0.995804, Obj: 0.347239, No Obj: 0.000241, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621770, Class: 0.998037, Obj: 0.003678, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757640, Class: 0.998151, Obj: 0.414625, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710753, Class: 0.999631, Obj: 0.303449, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.816450, Class: 0.995144, Obj: 0.079606, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842584, Class: 0.997878, Obj: 0.682412, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.728600, Class: 0.994569, Obj: 0.090282, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.813442, Class: 0.998819, Obj: 0.342793, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.854501, Class: 0.997967, Obj: 0.067535, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.807202, Class: 0.996924, Obj: 0.949794, No Obj: 0.000499, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823179, Class: 0.999117, Obj: 0.767868, No Obj: 0.000330, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.837224, Class: 0.997359, Obj: 0.221591, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.834793, Class: 0.997410, Obj: 0.095979, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.830630, Class: 0.989564, Obj: 0.491114, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684921, Class: 0.995880, Obj: 0.227944, No Obj: 0.000172, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801893, Class: 0.999337, Obj: 0.785279, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688762, Class: 0.997383, Obj: 0.210682, No Obj: 0.000093, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3431: 0.365755, 0.315677 avg loss, 0.000100 rate, 3.923013 seconds, 219584 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867128, Class: 0.999533, Obj: 0.601860, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898913, Class: 0.999310, Obj: 0.911536, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691924, Class: 0.997979, Obj: 0.113515, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800895, Class: 0.995728, Obj: 0.342364, No Obj: 0.000457, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.801925, Class: 0.998382, Obj: 0.147976, No Obj: 0.000161, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785221, Class: 0.993431, Obj: 0.447693, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.503245, Class: 0.997073, Obj: 0.015712, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814207, Class: 0.992976, Obj: 0.376482, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774164, Class: 0.996490, Obj: 0.263345, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864128, Class: 0.998835, Obj: 0.373089, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.850781, Class: 0.993448, Obj: 0.009134, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720278, Class: 0.998408, Obj: 0.269379, No Obj: 0.000149, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.914828, Class: 0.990968, Obj: 0.846342, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.661515, Class: 0.995118, Obj: 0.878919, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815358, Class: 0.997519, Obj: 0.370662, No Obj: 0.000146, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3432: 0.320465, 0.316156 avg loss, 0.000100 rate, 3.929728 seconds, 219648 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838777, Class: 0.996489, Obj: 0.809811, No Obj: 0.000488, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.695734, Class: 0.997161, Obj: 0.136645, No Obj: 0.000115, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.814341, Class: 0.996422, Obj: 0.157287, No Obj: 0.000456, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.848807, Class: 0.999585, Obj: 0.887190, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852292, Class: 0.998214, Obj: 0.320655, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786880, Class: 0.997900, Obj: 0.495885, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726942, Class: 0.993730, Obj: 0.416597, No Obj: 0.000125, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.829177, Class: 0.999784, Obj: 0.940111, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746198, Class: 0.999004, Obj: 0.519226, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882652, Class: 0.999954, Obj: 0.757335, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836840, Class: 0.995583, Obj: 0.192351, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.588119, Class: 0.998198, Obj: 0.236169, No Obj: 0.000174, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.744224, Class: 0.998706, Obj: 0.438501, No Obj: 0.000344, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.913009, Class: 0.999775, Obj: 0.980004, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724231, Class: 0.997512, Obj: 0.388907, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898642, Class: 0.993706, Obj: 0.607826, No Obj: 0.000494, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.646948, Class: 0.996732, Obj: 0.033382, No Obj: 0.000082, .5R: 0.833333, .75R: 0.166667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3433: 0.369777, 0.321518 avg loss, 0.000100 rate, 3.920800 seconds, 219712 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.818927, Class: 0.999103, Obj: 0.539434, No Obj: 0.000291, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726654, Class: 0.999374, Obj: 0.596078, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689878, Class: 0.997365, Obj: 0.068735, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.593179, Class: 0.996579, Obj: 0.157783, No Obj: 0.000164, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881352, Class: 0.999744, Obj: 0.914042, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614739, Class: 0.994717, Obj: 0.138218, No Obj: 0.000086, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819988, Class: 0.997091, Obj: 0.483152, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.694159, Class: 0.998285, Obj: 0.238288, No Obj: 0.000165, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780096, Class: 0.995416, Obj: 0.108374, No Obj: 0.000088, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.755611, Class: 0.998915, Obj: 0.620088, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729360, Class: 0.998958, Obj: 0.244879, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.706649, Class: 0.998039, Obj: 0.779694, No Obj: 0.000339, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669514, Class: 0.997093, Obj: 0.120740, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.794393, Class: 0.992123, Obj: 0.348209, No Obj: 0.000481, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.841455, Class: 0.991914, Obj: 0.317703, No Obj: 0.000352, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3434: 0.457560, 0.335122 avg loss, 0.000100 rate, 3.922059 seconds, 219776 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844881, Class: 0.992295, Obj: 0.084695, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792489, Class: 0.998424, Obj: 0.077069, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849235, Class: 0.999474, Obj: 0.578846, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812256, Class: 0.995633, Obj: 0.089952, No Obj: 0.000157, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815245, Class: 0.999771, Obj: 0.578567, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.575287, Class: 0.998262, Obj: 0.007780, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858107, Class: 0.998079, Obj: 0.010157, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835450, Class: 0.997474, Obj: 0.797907, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845800, Class: 0.999465, Obj: 0.407741, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850782, Class: 0.999786, Obj: 0.821266, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.908977, Class: 0.999624, Obj: 0.317509, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856338, Class: 0.988086, Obj: 0.003447, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783553, Class: 0.997935, Obj: 0.212994, No Obj: 0.000180, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784604, Class: 0.998167, Obj: 0.579756, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754400, Class: 0.997497, Obj: 0.318993, No Obj: 0.000154, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3435: 0.249167, 0.326527 avg loss, 0.000100 rate, 3.903014 seconds, 219840 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.927534, Class: 0.997539, Obj: 0.212317, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865510, Class: 0.990846, Obj: 0.366470, No Obj: 0.000352, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776046, Class: 0.997278, Obj: 0.098505, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568114, Class: 0.998705, Obj: 0.016045, No Obj: 0.000044, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820500, Class: 0.998592, Obj: 0.276262, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878428, Class: 0.997154, Obj: 0.073313, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778426, Class: 0.995585, Obj: 0.465077, No Obj: 0.000198, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.798735, Class: 0.991718, Obj: 0.073390, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.776491, Class: 0.993915, Obj: 0.187865, No Obj: 0.000588, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.870899, Class: 0.991919, Obj: 0.300964, No Obj: 0.000480, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.680492, Class: 0.995348, Obj: 0.204770, No Obj: 0.000091, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.841321, Class: 0.997804, Obj: 0.893895, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703933, Class: 0.997684, Obj: 0.248616, No Obj: 0.000159, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792247, Class: 0.998280, Obj: 0.387834, No Obj: 0.000149, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781270, Class: 0.996438, Obj: 0.107069, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3436: 0.335421, 0.327416 avg loss, 0.000100 rate, 3.907038 seconds, 219904 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726098, Class: 0.995137, Obj: 0.070533, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808500, Class: 0.998112, Obj: 0.122333, No Obj: 0.000098, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733267, Class: 0.994428, Obj: 0.002255, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686885, Class: 0.996620, Obj: 0.179703, No Obj: 0.000153, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883578, Class: 0.998738, Obj: 0.209375, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737634, Class: 0.999019, Obj: 0.300507, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791966, Class: 0.993347, Obj: 0.004511, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614813, Class: 0.998835, Obj: 0.007434, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844188, Class: 0.997228, Obj: 0.876573, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.798618, Class: 0.998718, Obj: 0.154987, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785848, Class: 0.999788, Obj: 0.659383, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3437: 0.326832, 0.327358 avg loss, 0.000100 rate, 3.918988 seconds, 219968 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727057, Class: 0.995158, Obj: 0.250634, No Obj: 0.000192, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.727243, Class: 0.998768, Obj: 0.224273, No Obj: 0.000153, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789159, Class: 0.997070, Obj: 0.245505, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.839235, Class: 0.999533, Obj: 0.761219, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905761, Class: 0.999969, Obj: 0.010020, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762787, Class: 0.998504, Obj: 0.378653, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801796, Class: 0.998022, Obj: 0.216535, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766449, Class: 0.995623, Obj: 0.023359, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663638, Class: 0.999184, Obj: 0.002373, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.712151, Class: 0.995280, Obj: 0.156158, No Obj: 0.000501, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.702768, Class: 0.996992, Obj: 0.471432, No Obj: 0.000256, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693908, Class: 0.997373, Obj: 0.271086, No Obj: 0.000180, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.752878, Class: 0.961947, Obj: 0.029036, No Obj: 0.000353, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.914070, Class: 0.996126, Obj: 0.878455, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689513, Class: 0.999324, Obj: 0.284534, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719663, Class: 0.994374, Obj: 0.164340, No Obj: 0.000127, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3438: 0.414964, 0.336119 avg loss, 0.000100 rate, 3.916411 seconds, 220032 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825242, Class: 0.994464, Obj: 0.358478, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767231, Class: 0.996611, Obj: 0.172972, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.827632, Class: 0.999503, Obj: 0.676317, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823720, Class: 0.985969, Obj: 0.072067, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788239, Class: 0.994418, Obj: 0.491668, No Obj: 0.000413, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.831939, Class: 0.994279, Obj: 0.045549, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851026, Class: 0.999533, Obj: 0.711407, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849652, Class: 0.995167, Obj: 0.763023, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811238, Class: 0.999166, Obj: 0.666204, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.622649, Class: 0.998604, Obj: 0.241089, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740413, Class: 0.997962, Obj: 0.078281, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820822, Class: 0.999414, Obj: 0.696987, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.857398, Class: 0.997499, Obj: 0.334374, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785733, Class: 0.988811, Obj: 0.009753, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773054, Class: 0.998883, Obj: 0.157092, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3439: 0.254736, 0.327980 avg loss, 0.000100 rate, 3.923233 seconds, 220096 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876953, Class: 0.995879, Obj: 0.031209, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809694, Class: 0.999304, Obj: 0.297136, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792907, Class: 0.999141, Obj: 0.467075, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.794393, Class: 0.998262, Obj: 0.288043, No Obj: 0.000172, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785234, Class: 0.994144, Obj: 0.371840, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721241, Class: 0.995989, Obj: 0.236321, No Obj: 0.000094, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817026, Class: 0.999086, Obj: 0.303860, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758549, Class: 0.994906, Obj: 0.150142, No Obj: 0.000141, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840769, Class: 0.997859, Obj: 0.112566, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.775055, Class: 0.975053, Obj: 0.593059, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759946, Class: 0.998299, Obj: 0.341258, No Obj: 0.000185, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726888, Class: 0.998229, Obj: 0.177335, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770846, Class: 0.996789, Obj: 0.481737, No Obj: 0.000163, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3440: 0.321353, 0.327318 avg loss, 0.000100 rate, 3.927213 seconds, 220160 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836654, Class: 0.999384, Obj: 0.751503, No Obj: 0.000465, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.731232, Class: 0.997985, Obj: 0.409891, No Obj: 0.000183, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775302, Class: 0.998036, Obj: 0.554865, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804726, Class: 0.997676, Obj: 0.280950, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760593, Class: 0.993671, Obj: 0.043105, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809192, Class: 0.999911, Obj: 0.398128, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.819988, Class: 0.998373, Obj: 0.424795, No Obj: 0.000138, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710731, Class: 0.998594, Obj: 0.313311, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857718, Class: 0.994823, Obj: 0.088150, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.576314, Class: 0.979931, Obj: 0.177679, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710943, Class: 0.999701, Obj: 0.309151, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.627784, Class: 0.998658, Obj: 0.183741, No Obj: 0.000205, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3441: 0.234254, 0.318011 avg loss, 0.000100 rate, 3.934428 seconds, 220224 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772664, Class: 0.998777, Obj: 0.765113, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686208, Class: 0.998964, Obj: 0.406666, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700817, Class: 0.999090, Obj: 0.303741, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.818242, Class: 0.998005, Obj: 0.292088, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.778680, Class: 0.998195, Obj: 0.093519, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778100, Class: 0.997962, Obj: 0.402371, No Obj: 0.000364, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.714853, Class: 0.998395, Obj: 0.346428, No Obj: 0.000122, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766021, Class: 0.993747, Obj: 0.232528, No Obj: 0.000227, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.868654, Class: 0.998259, Obj: 0.336488, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867447, Class: 0.999980, Obj: 0.673968, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.877387, Class: 0.999868, Obj: 0.343246, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880488, Class: 0.998823, Obj: 0.888897, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757746, Class: 0.993715, Obj: 0.203326, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.800977, Class: 0.998271, Obj: 0.180019, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797280, Class: 0.998943, Obj: 0.498318, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703688, Class: 0.996950, Obj: 0.051832, No Obj: 0.000072, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3442: 0.279774, 0.314187 avg loss, 0.000100 rate, 3.908024 seconds, 220288 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713971, Class: 0.999815, Obj: 0.669441, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799415, Class: 0.996512, Obj: 0.247249, No Obj: 0.000154, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847729, Class: 0.999845, Obj: 0.516099, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737109, Class: 0.996312, Obj: 0.212694, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690915, Class: 0.996632, Obj: 0.568499, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810098, Class: 0.998724, Obj: 0.254831, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834921, Class: 0.996601, Obj: 0.340166, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883868, Class: 0.999245, Obj: 0.580615, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836178, Class: 0.996517, Obj: 0.443057, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698474, Class: 0.997118, Obj: 0.205080, No Obj: 0.000150, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807681, Class: 0.992706, Obj: 0.140378, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.684210, Class: 0.994158, Obj: 0.231897, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776148, Class: 0.997352, Obj: 0.349936, No Obj: 0.000207, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662135, Class: 0.997880, Obj: 0.100815, No Obj: 0.000096, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3443: 0.343445, 0.317113 avg loss, 0.000100 rate, 3.921503 seconds, 220352 images Loaded: 0.000060 seconds Region 82 Avg IOU: 0.768399, Class: 0.995226, Obj: 0.672621, No Obj: 0.000359, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746444, Class: 0.994378, Obj: 0.155270, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790377, Class: 0.998942, Obj: 0.117275, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796223, Class: 0.999134, Obj: 0.241405, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000239, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822089, Class: 0.994737, Obj: 0.339066, No Obj: 0.000405, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.699861, Class: 0.998161, Obj: 0.061497, No Obj: 0.000169, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.738538, Class: 0.970550, Obj: 0.000348, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.836153, Class: 0.999507, Obj: 0.915385, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782360, Class: 0.994776, Obj: 0.224807, No Obj: 0.000174, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848888, Class: 0.999945, Obj: 0.821125, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.877320, Class: 0.996674, Obj: 0.289294, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.795970, Class: 0.970007, Obj: 0.153364, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.598788, Class: 0.996045, Obj: 0.002542, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.922245, Class: 0.999663, Obj: 0.523966, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805707, Class: 0.999640, Obj: 0.210241, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866854, Class: 0.997899, Obj: 0.341023, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3444: 0.366915, 0.322093 avg loss, 0.000100 rate, 3.924744 seconds, 220416 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821124, Class: 0.990738, Obj: 0.249092, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750325, Class: 0.997919, Obj: 0.320473, No Obj: 0.000172, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.812462, Class: 0.976580, Obj: 0.292408, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.840865, Class: 0.977077, Obj: 0.439046, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.771736, Class: 0.998581, Obj: 0.198525, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683910, Class: 0.996898, Obj: 0.024862, No Obj: 0.000026, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833862, Class: 0.999806, Obj: 0.719727, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710709, Class: 0.996423, Obj: 0.186735, No Obj: 0.000135, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820270, Class: 0.999032, Obj: 0.544073, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785873, Class: 0.997507, Obj: 0.306360, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667690, Class: 0.961078, Obj: 0.000264, No Obj: 0.000003, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.448597, Class: 0.994349, Obj: 0.072915, No Obj: 0.000084, .5R: 0.200000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885384, Class: 0.995620, Obj: 0.243994, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.714201, Class: 0.997687, Obj: 0.213447, No Obj: 0.000235, .5R: 1.000000, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798399, Class: 0.986198, Obj: 0.162708, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.839364, Class: 0.997426, Obj: 0.342478, No Obj: 0.000192, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3445: 0.517155, 0.341600 avg loss, 0.000100 rate, 3.925866 seconds, 220480 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868471, Class: 0.999808, Obj: 0.241083, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.603808, Class: 0.998531, Obj: 0.040740, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874606, Class: 0.997001, Obj: 0.438053, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.915517, Class: 0.999479, Obj: 0.437551, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.747619, Class: 0.993262, Obj: 0.013545, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685780, Class: 0.995996, Obj: 0.195644, No Obj: 0.000137, .5R: 0.800000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.901129, Class: 0.998719, Obj: 0.345114, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.874199, Class: 0.997785, Obj: 0.106780, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868559, Class: 0.998590, Obj: 0.419126, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754018, Class: 0.999285, Obj: 0.059705, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.740580, Class: 0.991112, Obj: 0.003728, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.835987, Class: 0.999795, Obj: 0.048996, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.882275, Class: 0.998987, Obj: 0.409907, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3446: 0.265726, 0.334012 avg loss, 0.000100 rate, 3.927683 seconds, 220544 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.833882, Class: 0.997707, Obj: 0.480073, No Obj: 0.000490, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.893763, Class: 0.994359, Obj: 0.051603, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761325, Class: 0.994714, Obj: 0.009262, No Obj: 0.000073, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.788294, Class: 0.999006, Obj: 0.451670, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855647, Class: 0.990921, Obj: 0.173392, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837511, Class: 0.981947, Obj: 0.000955, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780509, Class: 0.999549, Obj: 0.130953, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807814, Class: 0.995821, Obj: 0.407022, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.822736, Class: 0.997037, Obj: 0.246422, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795069, Class: 0.998486, Obj: 0.456800, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796421, Class: 0.996667, Obj: 0.034274, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718724, Class: 0.998309, Obj: 0.106663, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729272, Class: 0.991409, Obj: 0.021839, No Obj: 0.000032, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.891485, Class: 0.999267, Obj: 0.690080, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777331, Class: 0.998007, Obj: 0.414622, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807110, Class: 0.998882, Obj: 0.329988, No Obj: 0.000197, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3447: 0.331537, 0.333765 avg loss, 0.000100 rate, 3.925825 seconds, 220608 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.778075, Class: 0.997712, Obj: 0.058301, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782610, Class: 0.999136, Obj: 0.706817, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724449, Class: 0.989667, Obj: 0.050725, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842203, Class: 0.996444, Obj: 0.416574, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.770884, Class: 0.999193, Obj: 0.228911, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736555, Class: 0.994965, Obj: 0.169937, No Obj: 0.000146, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916163, Class: 0.994997, Obj: 0.118525, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716647, Class: 0.995208, Obj: 0.286677, No Obj: 0.000078, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800337, Class: 0.997317, Obj: 0.328047, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.649814, Class: 0.982186, Obj: 0.007471, No Obj: 0.000115, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.823523, Class: 0.999434, Obj: 0.350556, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.815841, Class: 0.999113, Obj: 0.858713, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.539443, Class: 0.996753, Obj: 0.010508, No Obj: 0.000087, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919696, Class: 0.999485, Obj: 0.743646, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697276, Class: 0.996057, Obj: 0.052254, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3448: 0.335191, 0.333907 avg loss, 0.000100 rate, 3.918036 seconds, 220672 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837618, Class: 0.996357, Obj: 0.474483, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.897143, Class: 0.988100, Obj: 0.000284, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000146, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796260, Class: 0.995623, Obj: 0.236137, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823238, Class: 0.997236, Obj: 0.208742, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730416, Class: 0.996253, Obj: 0.394360, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.637587, Class: 0.997516, Obj: 0.011571, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869533, Class: 0.999646, Obj: 0.908015, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795713, Class: 0.998846, Obj: 0.450371, No Obj: 0.000176, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788769, Class: 0.992384, Obj: 0.273963, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849972, Class: 0.997817, Obj: 0.540488, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658585, Class: 0.997931, Obj: 0.053407, No Obj: 0.000069, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656697, Class: 0.999136, Obj: 0.100530, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.848451, Class: 0.999512, Obj: 0.402208, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3449: 0.312595, 0.331776 avg loss, 0.000100 rate, 3.909319 seconds, 220736 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803699, Class: 0.994620, Obj: 0.324363, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770845, Class: 0.997257, Obj: 0.221673, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591046, Class: 0.996442, Obj: 0.213380, No Obj: 0.000045, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710813, Class: 0.996933, Obj: 0.117374, No Obj: 0.000129, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000189, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782409, Class: 0.971192, Obj: 0.010385, No Obj: 0.000014, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738795, Class: 0.998600, Obj: 0.343344, No Obj: 0.000218, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.863424, Class: 0.997203, Obj: 0.572347, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710076, Class: 0.996716, Obj: 0.139765, No Obj: 0.000139, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806168, Class: 0.996762, Obj: 0.807608, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809450, Class: 0.998190, Obj: 0.233626, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.792110, Class: 0.995047, Obj: 0.722245, No Obj: 0.000706, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760614, Class: 0.995870, Obj: 0.165879, No Obj: 0.000139, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.882773, Class: 0.997937, Obj: 0.311591, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3450: 0.489301, 0.347529 avg loss, 0.000100 rate, 3.922529 seconds, 220800 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587767, Class: 0.962388, Obj: 0.289101, No Obj: 0.000118, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775339, Class: 0.998543, Obj: 0.006926, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727929, Class: 0.992464, Obj: 0.295786, No Obj: 0.000113, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.694104, Class: 0.999643, Obj: 0.608331, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641517, Class: 0.996798, Obj: 0.547865, No Obj: 0.000087, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816999, Class: 0.998225, Obj: 0.218283, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.710892, Class: 0.998190, Obj: 0.028490, No Obj: 0.000318, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778405, Class: 0.998410, Obj: 0.123222, No Obj: 0.000069, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.946239, Class: 0.994913, Obj: 0.547235, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.724540, Class: 0.998678, Obj: 0.148512, No Obj: 0.000324, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738033, Class: 0.996497, Obj: 0.375898, No Obj: 0.000137, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608178, Class: 0.996933, Obj: 0.051593, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785019, Class: 0.998080, Obj: 0.337756, No Obj: 0.000146, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793594, Class: 0.998453, Obj: 0.489967, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3451: 0.381685, 0.350944 avg loss, 0.000100 rate, 3.925868 seconds, 220864 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890054, Class: 0.986248, Obj: 0.155019, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613455, Class: 0.996823, Obj: 0.075020, No Obj: 0.000132, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842542, Class: 0.997432, Obj: 0.436402, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835061, Class: 0.999638, Obj: 0.926796, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695938, Class: 0.996497, Obj: 0.025605, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924943, Class: 0.987118, Obj: 0.194242, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.564423, Class: 0.997390, Obj: 0.148258, No Obj: 0.000076, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807866, Class: 0.988282, Obj: 0.247382, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.846860, Class: 0.996582, Obj: 0.376016, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897138, Class: 0.998717, Obj: 0.887016, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776334, Class: 0.998421, Obj: 0.449082, No Obj: 0.000164, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.673701, Class: 0.998497, Obj: 0.548756, No Obj: 0.000261, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784698, Class: 0.999758, Obj: 0.327584, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788217, Class: 0.998418, Obj: 0.190280, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3452: 0.301316, 0.345981 avg loss, 0.000100 rate, 3.912279 seconds, 220928 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.785141, Class: 0.999251, Obj: 0.385274, No Obj: 0.000391, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765303, Class: 0.998374, Obj: 0.426241, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.729093, Class: 0.989007, Obj: 0.539336, No Obj: 0.000309, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.896653, Class: 0.998701, Obj: 0.495200, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794430, Class: 0.997384, Obj: 0.347570, No Obj: 0.000204, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879335, Class: 0.991454, Obj: 0.261961, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786020, Class: 0.998635, Obj: 0.199957, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.591100, Class: 0.988635, Obj: 0.006659, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.824639, Class: 0.986252, Obj: 0.554887, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.882454, Class: 0.999793, Obj: 0.791124, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895111, Class: 0.998685, Obj: 0.417705, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785264, Class: 0.997213, Obj: 0.065923, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.375980, Class: 0.998932, Obj: 0.139287, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.620446, Class: 0.996827, Obj: 0.214913, No Obj: 0.000160, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820006, Class: 0.993008, Obj: 0.148218, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.505509, Class: 0.997641, Obj: 0.057331, No Obj: 0.000062, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3453: 0.425201, 0.353903 avg loss, 0.000100 rate, 3.924147 seconds, 220992 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751526, Class: 0.995353, Obj: 0.121574, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656014, Class: 0.997558, Obj: 0.162012, No Obj: 0.000160, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819657, Class: 0.985371, Obj: 0.274500, No Obj: 0.000380, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.660744, Class: 0.979937, Obj: 0.249552, No Obj: 0.000100, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844582, Class: 0.997678, Obj: 0.297097, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.661859, Class: 0.999758, Obj: 0.661871, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.730542, Class: 0.996749, Obj: 0.032668, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714625, Class: 0.999544, Obj: 0.489466, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770922, Class: 0.998469, Obj: 0.159504, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840816, Class: 0.997490, Obj: 0.309300, No Obj: 0.000179, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750648, Class: 0.992937, Obj: 0.536378, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.771225, Class: 0.998824, Obj: 0.113746, No Obj: 0.000102, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3454: 0.445800, 0.363093 avg loss, 0.000100 rate, 3.923334 seconds, 221056 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.463644, Class: 0.984899, Obj: 0.075948, No Obj: 0.000115, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.702510, Class: 0.998626, Obj: 0.248410, No Obj: 0.000103, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731803, Class: 0.996799, Obj: 0.031536, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769539, Class: 0.995960, Obj: 0.319278, No Obj: 0.000161, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649980, Class: 0.996073, Obj: 0.021899, No Obj: 0.000071, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765175, Class: 0.996331, Obj: 0.242472, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836831, Class: 0.998411, Obj: 0.587807, No Obj: 0.000409, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.790809, Class: 0.994587, Obj: 0.079395, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731136, Class: 0.999277, Obj: 0.054879, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766704, Class: 0.999278, Obj: 0.832946, No Obj: 0.000305, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822100, Class: 0.997621, Obj: 0.444339, No Obj: 0.000129, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774931, Class: 0.990539, Obj: 0.144912, No Obj: 0.000503, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.723699, Class: 0.999453, Obj: 0.237162, No Obj: 0.000097, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3455: 0.355762, 0.362360 avg loss, 0.000100 rate, 3.904838 seconds, 221120 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751209, Class: 0.998019, Obj: 0.189843, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818875, Class: 0.995423, Obj: 0.090407, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779057, Class: 0.996606, Obj: 0.176116, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.732714, Class: 0.996188, Obj: 0.147145, No Obj: 0.000117, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.955113, Class: 0.999032, Obj: 0.113735, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801452, Class: 0.998928, Obj: 0.429380, No Obj: 0.000177, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836902, Class: 0.994576, Obj: 0.370086, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733208, Class: 0.993391, Obj: 0.061643, No Obj: 0.000076, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745993, Class: 0.993955, Obj: 0.424634, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794849, Class: 0.997401, Obj: 0.096011, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792668, Class: 0.997902, Obj: 0.109515, No Obj: 0.000093, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820304, Class: 0.994586, Obj: 0.523726, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786931, Class: 0.998390, Obj: 0.384094, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3456: 0.295600, 0.355684 avg loss, 0.000100 rate, 3.903118 seconds, 221184 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.749088, Class: 0.988787, Obj: 0.670771, No Obj: 0.000489, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869968, Class: 0.996970, Obj: 0.420878, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799395, Class: 0.994893, Obj: 0.545925, No Obj: 0.000494, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.791449, Class: 0.996966, Obj: 0.257821, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.853435, Class: 0.994421, Obj: 0.526737, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.721719, Class: 0.995809, Obj: 0.247405, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.741960, Class: 0.996347, Obj: 0.210354, No Obj: 0.000131, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872392, Class: 0.999905, Obj: 0.792312, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657500, Class: 0.997572, Obj: 0.193428, No Obj: 0.000153, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861620, Class: 0.998382, Obj: 0.485390, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842933, Class: 0.997448, Obj: 0.551022, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.800472, Class: 0.997630, Obj: 0.256670, No Obj: 0.000099, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.521233, Class: 0.999077, Obj: 0.151116, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.801473, Class: 0.997144, Obj: 0.002121, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770773, Class: 0.998559, Obj: 0.258754, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.916179, Class: 0.996152, Obj: 0.489149, No Obj: 0.000351, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709465, Class: 0.993650, Obj: 0.077560, No Obj: 0.000161, .5R: 0.916667, .75R: 0.333333, count: 12 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3457: 0.444780, 0.364594 avg loss, 0.000100 rate, 3.907251 seconds, 221248 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861006, Class: 0.998741, Obj: 0.562102, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754578, Class: 0.995172, Obj: 0.097492, No Obj: 0.000141, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.886650, Class: 0.994577, Obj: 0.386110, No Obj: 0.000487, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695827, Class: 0.990714, Obj: 0.112277, No Obj: 0.000145, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883775, Class: 0.999519, Obj: 0.169245, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861417, Class: 0.997363, Obj: 0.229764, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807798, Class: 0.999627, Obj: 0.943679, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736299, Class: 0.983652, Obj: 0.063646, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819767, Class: 0.998982, Obj: 0.151612, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760587, Class: 0.997502, Obj: 0.426532, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861602, Class: 0.997232, Obj: 0.129244, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856302, Class: 0.998190, Obj: 0.577018, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.639834, Class: 0.996206, Obj: 0.210010, No Obj: 0.000102, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855356, Class: 0.998760, Obj: 0.507490, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.869679, Class: 0.999780, Obj: 0.344691, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3458: 0.376091, 0.365743 avg loss, 0.000100 rate, 3.920427 seconds, 221312 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788961, Class: 0.998414, Obj: 0.517942, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759794, Class: 0.998592, Obj: 0.841134, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.811581, Class: 0.999649, Obj: 0.899071, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.681229, Class: 0.996489, Obj: 0.001926, No Obj: 0.000176, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.910158, Class: 0.996513, Obj: 0.407280, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857574, Class: 0.998654, Obj: 0.896150, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658040, Class: 0.995680, Obj: 0.172580, No Obj: 0.000116, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832697, Class: 0.999018, Obj: 0.143454, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777498, Class: 0.995346, Obj: 0.324808, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746253, Class: 0.989652, Obj: 0.282589, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715707, Class: 0.993602, Obj: 0.095823, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.772124, Class: 0.996709, Obj: 0.314781, No Obj: 0.000183, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671326, Class: 0.997537, Obj: 0.256915, No Obj: 0.000122, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3459: 0.332319, 0.362401 avg loss, 0.000100 rate, 3.919508 seconds, 221376 images Loaded: 0.000090 seconds Region 82 Avg IOU: 0.776644, Class: 0.998890, Obj: 0.087864, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811403, Class: 0.999414, Obj: 0.608205, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844804, Class: 0.998748, Obj: 0.562749, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793714, Class: 0.995181, Obj: 0.284468, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677441, Class: 0.992651, Obj: 0.088015, No Obj: 0.000062, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743505, Class: 0.997695, Obj: 0.671650, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839197, Class: 0.999814, Obj: 0.511446, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.631175, Class: 0.999260, Obj: 0.069293, No Obj: 0.000049, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719190, Class: 0.982254, Obj: 0.008285, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.769008, Class: 0.972661, Obj: 0.080696, No Obj: 0.000040, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.804176, Class: 0.997738, Obj: 0.711508, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.791281, Class: 0.997465, Obj: 0.688167, No Obj: 0.000587, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.834450, Class: 0.997280, Obj: 0.255018, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.546168, Class: 0.988931, Obj: 0.266479, No Obj: 0.000288, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.803273, Class: 0.999418, Obj: 0.597013, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.824992, Class: 0.997783, Obj: 0.239273, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903058, Class: 0.999531, Obj: 0.716065, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.884067, Class: 0.997368, Obj: 0.347781, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3460: 0.288074, 0.354968 avg loss, 0.000100 rate, 3.907835 seconds, 221440 images Loaded: 0.000066 seconds Region 82 Avg IOU: 0.875150, Class: 0.998984, Obj: 0.483475, No Obj: 0.000397, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806819, Class: 0.997054, Obj: 0.228878, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.887595, Class: 0.998406, Obj: 0.218963, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676189, Class: 0.991219, Obj: 0.224022, No Obj: 0.000149, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788669, Class: 0.994368, Obj: 0.270137, No Obj: 0.000153, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.732522, Class: 0.999484, Obj: 0.869086, No Obj: 0.000346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.698887, Class: 0.987014, Obj: 0.295787, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826448, Class: 0.997970, Obj: 0.289428, No Obj: 0.000148, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785282, Class: 0.996081, Obj: 0.121142, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606066, Class: 0.991625, Obj: 0.240639, No Obj: 0.000100, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851301, Class: 0.999647, Obj: 0.697081, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843789, Class: 0.999253, Obj: 0.244176, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3461: 0.331474, 0.352619 avg loss, 0.000100 rate, 3.915786 seconds, 221504 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895266, Class: 0.998787, Obj: 0.439773, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704789, Class: 0.999396, Obj: 0.211316, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000316, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780437, Class: 0.998595, Obj: 0.117888, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.660497, Class: 0.999387, Obj: 0.278718, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727688, Class: 0.998238, Obj: 0.399231, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844745, Class: 0.999309, Obj: 0.663937, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650090, Class: 0.996434, Obj: 0.114231, No Obj: 0.000161, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817077, Class: 0.998854, Obj: 0.159369, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894079, Class: 0.997059, Obj: 0.073996, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771236, Class: 0.999226, Obj: 0.362751, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869447, Class: 0.992810, Obj: 0.023846, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780862, Class: 0.998073, Obj: 0.337300, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.793673, Class: 0.997250, Obj: 0.335179, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000160, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739615, Class: 0.997433, Obj: 0.089299, No Obj: 0.000133, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3462: 0.366618, 0.354019 avg loss, 0.000100 rate, 3.914758 seconds, 221568 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799481, Class: 0.999671, Obj: 0.655062, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857114, Class: 0.999375, Obj: 0.296861, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.785587, Class: 0.997300, Obj: 0.508738, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.857431, Class: 0.996737, Obj: 0.507313, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.801071, Class: 0.997520, Obj: 0.221243, No Obj: 0.000187, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874568, Class: 0.999977, Obj: 0.964317, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667479, Class: 0.998649, Obj: 0.095941, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.854178, Class: 0.998100, Obj: 0.886056, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.788332, Class: 0.996752, Obj: 0.069083, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.676136, Class: 0.999373, Obj: 0.147069, No Obj: 0.000155, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739402, Class: 0.997419, Obj: 0.380719, No Obj: 0.000153, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807764, Class: 0.999018, Obj: 0.159086, No Obj: 0.000168, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695205, Class: 0.998752, Obj: 0.046426, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751405, Class: 0.997215, Obj: 0.155722, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735638, Class: 0.996767, Obj: 0.248721, No Obj: 0.000155, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3463: 0.318407, 0.350458 avg loss, 0.000100 rate, 3.921001 seconds, 221632 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667720, Class: 0.998356, Obj: 0.181454, No Obj: 0.000192, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760436, Class: 0.970647, Obj: 0.131159, No Obj: 0.000119, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782240, Class: 0.999332, Obj: 0.583754, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803883, Class: 0.997777, Obj: 0.338366, No Obj: 0.000144, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866913, Class: 0.999554, Obj: 0.258425, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739463, Class: 0.985243, Obj: 0.382073, No Obj: 0.000130, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852781, Class: 0.999070, Obj: 0.794250, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759894, Class: 0.995227, Obj: 0.326735, No Obj: 0.000206, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.777083, Class: 0.999600, Obj: 0.683454, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.792005, Class: 0.997858, Obj: 0.644308, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747406, Class: 0.995360, Obj: 0.019204, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865467, Class: 0.999389, Obj: 0.759705, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.866016, Class: 0.995706, Obj: 0.320803, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3464: 0.347345, 0.350146 avg loss, 0.000100 rate, 3.924004 seconds, 221696 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834731, Class: 0.999730, Obj: 0.434741, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.782353, Class: 0.994428, Obj: 0.006677, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670735, Class: 0.995975, Obj: 0.155836, No Obj: 0.000096, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907263, Class: 0.999314, Obj: 0.686818, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649400, Class: 0.991325, Obj: 0.244441, No Obj: 0.000078, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823616, Class: 0.997762, Obj: 0.302028, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.803656, Class: 0.999141, Obj: 0.878179, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783169, Class: 0.997987, Obj: 0.198030, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.710031, Class: 0.999408, Obj: 0.861108, No Obj: 0.000250, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865623, Class: 0.999411, Obj: 0.658050, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817343, Class: 0.995507, Obj: 0.258910, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.821287, Class: 0.998649, Obj: 0.048157, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862431, Class: 0.998719, Obj: 0.477064, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3465: 0.256754, 0.340807 avg loss, 0.000100 rate, 3.906830 seconds, 221760 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864929, Class: 0.996781, Obj: 0.150733, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.739732, Class: 0.997174, Obj: 0.160837, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814128, Class: 0.999421, Obj: 0.361847, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727193, Class: 0.998362, Obj: 0.088716, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770828, Class: 0.999505, Obj: 0.687552, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723574, Class: 0.997618, Obj: 0.379024, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746348, Class: 0.998335, Obj: 0.359471, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720287, Class: 0.994998, Obj: 0.096495, No Obj: 0.000093, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838687, Class: 0.998813, Obj: 0.235807, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.835813, Class: 0.997195, Obj: 0.138620, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761646, Class: 0.998943, Obj: 0.835357, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685142, Class: 0.999136, Obj: 0.196437, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3466: 0.288444, 0.335571 avg loss, 0.000100 rate, 3.901199 seconds, 221824 images Loaded: 0.000070 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768538, Class: 0.992724, Obj: 0.080977, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.611949, Class: 0.994687, Obj: 0.218795, No Obj: 0.000131, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700809, Class: 0.994705, Obj: 0.234999, No Obj: 0.000134, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.647154, Class: 0.997726, Obj: 0.217403, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.755904, Class: 0.999794, Obj: 0.655610, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.667125, Class: 0.996034, Obj: 0.139773, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787785, Class: 0.999950, Obj: 0.633192, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758234, Class: 0.996056, Obj: 0.210319, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872017, Class: 0.997594, Obj: 0.254583, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724283, Class: 0.998575, Obj: 0.321741, No Obj: 0.000116, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.837147, Class: 0.988324, Obj: 0.281893, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.953853, Class: 0.999644, Obj: 0.756741, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866305, Class: 0.999592, Obj: 0.712706, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748493, Class: 0.994503, Obj: 0.203090, No Obj: 0.000194, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926211, Class: 0.999738, Obj: 0.305253, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820277, Class: 0.999441, Obj: 0.347514, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3467: 0.397307, 0.341744 avg loss, 0.000100 rate, 3.914771 seconds, 221888 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914609, Class: 0.996424, Obj: 0.364906, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866088, Class: 0.998401, Obj: 0.262938, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890757, Class: 0.999510, Obj: 0.669416, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.886681, Class: 0.996104, Obj: 0.232186, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774220, Class: 0.988529, Obj: 0.309333, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796696, Class: 0.993421, Obj: 0.185465, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888629, Class: 0.999770, Obj: 0.171893, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822478, Class: 0.996706, Obj: 0.190629, No Obj: 0.000147, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000290, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764834, Class: 0.996418, Obj: 0.034085, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834543, Class: 0.999755, Obj: 0.580334, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802629, Class: 0.998026, Obj: 0.503128, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750074, Class: 0.999274, Obj: 0.626050, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669028, Class: 0.996827, Obj: 0.173616, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708717, Class: 0.997532, Obj: 0.325780, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3468: 0.217771, 0.329347 avg loss, 0.000100 rate, 3.902317 seconds, 221952 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.539351, Class: 0.997022, Obj: 0.002210, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715498, Class: 0.998148, Obj: 0.290015, No Obj: 0.000088, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872561, Class: 0.999830, Obj: 0.584858, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.584296, Class: 0.997227, Obj: 0.066199, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685603, Class: 0.969862, Obj: 0.038124, No Obj: 0.000113, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.696818, Class: 0.999532, Obj: 0.359284, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709176, Class: 0.997766, Obj: 0.429318, No Obj: 0.000135, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.789228, Class: 0.999074, Obj: 0.735329, No Obj: 0.000628, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756899, Class: 0.995264, Obj: 0.122047, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785130, Class: 0.998518, Obj: 0.089327, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876616, Class: 0.999362, Obj: 0.675790, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735299, Class: 0.998399, Obj: 0.070736, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3469: 0.230823, 0.319495 avg loss, 0.000100 rate, 3.909424 seconds, 222016 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746934, Class: 0.997995, Obj: 0.298503, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906551, Class: 0.999675, Obj: 0.154801, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751146, Class: 0.998569, Obj: 0.382722, No Obj: 0.000161, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765999, Class: 0.998125, Obj: 0.417908, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676872, Class: 0.981024, Obj: 0.154080, No Obj: 0.000196, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808745, Class: 0.999765, Obj: 0.733398, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757732, Class: 0.998627, Obj: 0.467368, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896176, Class: 0.997938, Obj: 0.578461, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823804, Class: 0.999929, Obj: 0.284805, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.758855, Class: 0.998607, Obj: 0.553581, No Obj: 0.000507, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736316, Class: 0.995005, Obj: 0.117508, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.828221, Class: 0.998429, Obj: 0.415550, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786816, Class: 0.992848, Obj: 0.351346, No Obj: 0.000282, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.649920, Class: 0.993231, Obj: 0.240287, No Obj: 0.000152, .5R: 0.714286, .75R: 0.142857, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3470: 0.350180, 0.322563 avg loss, 0.000100 rate, 3.922949 seconds, 222080 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.813454, Class: 0.998488, Obj: 0.690429, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.736207, Class: 0.995501, Obj: 0.045912, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725921, Class: 0.997263, Obj: 0.216336, No Obj: 0.000146, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845297, Class: 0.999824, Obj: 0.755880, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814128, Class: 0.997361, Obj: 0.380787, No Obj: 0.000226, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871370, Class: 0.999859, Obj: 0.940286, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808294, Class: 0.999306, Obj: 0.240873, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932011, Class: 0.999557, Obj: 0.293532, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737659, Class: 0.995950, Obj: 0.171572, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934883, Class: 0.999171, Obj: 0.838670, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747871, Class: 0.998257, Obj: 0.489345, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885619, Class: 0.999855, Obj: 0.946404, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813489, Class: 0.999512, Obj: 0.370232, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894451, Class: 0.991304, Obj: 0.593127, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805265, Class: 0.999316, Obj: 0.301957, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694428, Class: 0.996358, Obj: 0.002548, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3471: 0.270865, 0.317393 avg loss, 0.000100 rate, 3.903347 seconds, 222144 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660355, Class: 0.998720, Obj: 0.304601, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.478308, Class: 0.995683, Obj: 0.022462, No Obj: 0.000030, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780432, Class: 0.998090, Obj: 0.279117, No Obj: 0.000242, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765598, Class: 0.997911, Obj: 0.165744, No Obj: 0.000134, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.811395, Class: 0.997219, Obj: 0.143298, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.852416, Class: 0.996709, Obj: 0.190076, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786834, Class: 0.995123, Obj: 0.267134, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652278, Class: 0.998463, Obj: 0.304151, No Obj: 0.000120, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798437, Class: 0.994880, Obj: 0.613177, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.663216, Class: 0.996945, Obj: 0.211499, No Obj: 0.000085, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904542, Class: 0.990258, Obj: 0.197635, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731886, Class: 0.997235, Obj: 0.161251, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785180, Class: 0.994748, Obj: 0.328563, No Obj: 0.000296, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.720417, Class: 0.996539, Obj: 0.228887, No Obj: 0.000068, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3472: 0.336552, 0.319309 avg loss, 0.000100 rate, 3.922236 seconds, 222208 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.706854, Class: 0.990380, Obj: 0.444926, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806528, Class: 0.997927, Obj: 0.468820, No Obj: 0.000450, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.584890, Class: 0.994935, Obj: 0.175994, No Obj: 0.000096, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840502, Class: 0.999828, Obj: 0.457292, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.634312, Class: 0.999139, Obj: 0.091237, No Obj: 0.000135, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839351, Class: 0.996950, Obj: 0.327521, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.813745, Class: 0.997771, Obj: 0.141233, No Obj: 0.000136, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845315, Class: 0.997774, Obj: 0.463682, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.787408, Class: 0.999174, Obj: 0.159424, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800290, Class: 0.995321, Obj: 0.438839, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.641572, Class: 0.998130, Obj: 0.062326, No Obj: 0.000100, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754818, Class: 0.998422, Obj: 0.379506, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.807753, Class: 0.997218, Obj: 0.303583, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758916, Class: 0.990708, Obj: 0.088424, No Obj: 0.000295, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.689344, Class: 0.997941, Obj: 0.127012, No Obj: 0.000127, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882102, Class: 0.996928, Obj: 0.405750, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865318, Class: 0.999477, Obj: 0.278546, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3473: 0.480972, 0.335475 avg loss, 0.000100 rate, 3.927136 seconds, 222272 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.644240, Class: 0.997937, Obj: 0.138539, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.758970, Class: 0.993969, Obj: 0.087769, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.733792, Class: 0.994605, Obj: 0.040279, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.743170, Class: 0.999772, Obj: 0.444313, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.690916, Class: 0.964229, Obj: 0.054696, No Obj: 0.000238, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.799417, Class: 0.996420, Obj: 0.079643, No Obj: 0.000093, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691211, Class: 0.995087, Obj: 0.279088, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723384, Class: 0.954248, Obj: 0.110165, No Obj: 0.000267, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.756758, Class: 0.988528, Obj: 0.192641, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.574339, Class: 0.999102, Obj: 0.464524, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745832, Class: 0.992459, Obj: 0.047379, No Obj: 0.000099, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843748, Class: 0.996657, Obj: 0.801125, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.913677, Class: 0.997866, Obj: 0.260881, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817924, Class: 0.999865, Obj: 0.372303, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.894585, Class: 0.999421, Obj: 0.448814, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.780434, Class: 0.988738, Obj: 0.007369, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768417, Class: 0.998217, Obj: 0.224613, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3474: 0.395302, 0.341458 avg loss, 0.000100 rate, 3.919235 seconds, 222336 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848590, Class: 0.998139, Obj: 0.149567, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.639698, Class: 0.998057, Obj: 0.067004, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.671867, Class: 0.995398, Obj: 0.292555, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890009, Class: 0.994856, Obj: 0.368530, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838169, Class: 0.999406, Obj: 0.614562, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783989, Class: 0.996470, Obj: 0.000632, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.699313, Class: 0.997167, Obj: 0.184435, No Obj: 0.000094, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000217, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801722, Class: 0.997209, Obj: 0.343882, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837020, Class: 0.997966, Obj: 0.334785, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785953, Class: 0.999478, Obj: 0.810530, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762324, Class: 0.995814, Obj: 0.086017, No Obj: 0.000102, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670585, Class: 0.997194, Obj: 0.042895, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3475: 0.260897, 0.333402 avg loss, 0.000100 rate, 3.908366 seconds, 222400 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.907835, Class: 0.998612, Obj: 0.456736, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.884028, Class: 0.994404, Obj: 0.336980, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698560, Class: 0.997302, Obj: 0.117269, No Obj: 0.000076, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886546, Class: 0.989719, Obj: 0.174465, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656401, Class: 0.993593, Obj: 0.113446, No Obj: 0.000074, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738871, Class: 0.993847, Obj: 0.127482, No Obj: 0.000163, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844000, Class: 0.996035, Obj: 0.497138, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.753961, Class: 0.998172, Obj: 0.185156, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768573, Class: 0.998359, Obj: 0.768254, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748482, Class: 0.995232, Obj: 0.160630, No Obj: 0.000077, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790952, Class: 0.998015, Obj: 0.292531, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755386, Class: 0.998023, Obj: 0.137830, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737824, Class: 0.998538, Obj: 0.254332, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3476: 0.421047, 0.342166 avg loss, 0.000100 rate, 3.930559 seconds, 222464 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731974, Class: 0.998781, Obj: 0.422039, No Obj: 0.000145, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766720, Class: 0.998302, Obj: 0.197052, No Obj: 0.000134, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767035, Class: 0.998955, Obj: 0.389167, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853878, Class: 0.998209, Obj: 0.516528, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825242, Class: 0.997614, Obj: 0.164619, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827066, Class: 0.999379, Obj: 0.476619, No Obj: 0.000204, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.579294, Class: 0.997154, Obj: 0.719545, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759713, Class: 0.998657, Obj: 0.413266, No Obj: 0.000118, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790986, Class: 0.999810, Obj: 0.091045, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784466, Class: 0.998907, Obj: 0.292974, No Obj: 0.000189, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648511, Class: 0.998505, Obj: 0.106318, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3477: 0.357546, 0.343704 avg loss, 0.000100 rate, 3.918369 seconds, 222528 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.882654, Class: 0.987075, Obj: 0.340169, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746854, Class: 0.995885, Obj: 0.096818, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672672, Class: 0.998540, Obj: 0.140410, No Obj: 0.000144, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.967235, Class: 0.993956, Obj: 0.050990, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768912, Class: 0.995943, Obj: 0.209600, No Obj: 0.000180, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856107, Class: 0.998154, Obj: 0.129428, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738755, Class: 0.997720, Obj: 0.494025, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.665531, Class: 0.998761, Obj: 0.109845, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722396, Class: 0.985854, Obj: 0.001071, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.737102, Class: 0.995166, Obj: 0.199085, No Obj: 0.000139, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791617, Class: 0.998942, Obj: 0.327762, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3478: 0.372359, 0.346570 avg loss, 0.000100 rate, 3.910211 seconds, 222592 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.907843, Class: 0.997838, Obj: 0.522525, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.909528, Class: 0.999401, Obj: 0.414076, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764366, Class: 0.998734, Obj: 0.394502, No Obj: 0.000143, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768420, Class: 0.996661, Obj: 0.296952, No Obj: 0.000145, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832195, Class: 0.999693, Obj: 0.439284, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848761, Class: 0.998369, Obj: 0.385919, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778234, Class: 0.996729, Obj: 0.401187, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.596134, Class: 0.997937, Obj: 0.264205, No Obj: 0.000113, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.698986, Class: 0.988228, Obj: 0.766817, No Obj: 0.000328, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795061, Class: 0.998119, Obj: 0.111494, No Obj: 0.000113, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718310, Class: 0.925706, Obj: 0.100096, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.474392, Class: 0.995953, Obj: 0.016604, No Obj: 0.000075, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797138, Class: 0.999361, Obj: 0.437673, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774312, Class: 0.996738, Obj: 0.312752, No Obj: 0.000157, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3479: 0.377877, 0.349701 avg loss, 0.000100 rate, 3.924621 seconds, 222656 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.850658, Class: 0.980844, Obj: 0.118173, No Obj: 0.000435, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814902, Class: 0.993275, Obj: 0.366628, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.668932, Class: 0.987402, Obj: 0.197301, No Obj: 0.000184, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.704885, Class: 0.994361, Obj: 0.010604, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804292, Class: 0.997961, Obj: 0.215613, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855332, Class: 0.997728, Obj: 0.484388, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.723132, Class: 0.998558, Obj: 0.078252, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783344, Class: 0.996159, Obj: 0.703085, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764994, Class: 0.997010, Obj: 0.186316, No Obj: 0.000178, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890256, Class: 0.999873, Obj: 0.404213, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720315, Class: 0.998391, Obj: 0.235068, No Obj: 0.000197, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896183, Class: 0.998085, Obj: 0.598851, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837284, Class: 0.997968, Obj: 0.159468, No Obj: 0.000121, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688008, Class: 0.990654, Obj: 0.057817, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.908367, Class: 0.999951, Obj: 0.205291, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3480: 0.370890, 0.351820 avg loss, 0.000100 rate, 3.923394 seconds, 222720 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780270, Class: 0.998287, Obj: 0.266765, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.713263, Class: 0.999749, Obj: 0.721844, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751899, Class: 0.999125, Obj: 0.185242, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855243, Class: 0.994389, Obj: 0.334641, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.644044, Class: 0.997859, Obj: 0.198988, No Obj: 0.000107, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.568817, Class: 0.995782, Obj: 0.134606, No Obj: 0.000056, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785409, Class: 0.997203, Obj: 0.415589, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.666969, Class: 0.996634, Obj: 0.370088, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.584651, Class: 0.989212, Obj: 0.000057, No Obj: 0.000003, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651471, Class: 0.996616, Obj: 0.055615, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803826, Class: 0.999870, Obj: 0.700623, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767362, Class: 0.998703, Obj: 0.277297, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800539, Class: 0.997452, Obj: 0.378961, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3481: 0.333713, 0.350009 avg loss, 0.000100 rate, 3.922853 seconds, 222784 images Loaded: 0.000102 seconds Region 82 Avg IOU: 0.706278, Class: 0.987928, Obj: 0.025645, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.797415, Class: 0.995308, Obj: 0.460988, No Obj: 0.000278, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.828589, Class: 0.997118, Obj: 0.087822, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787397, Class: 0.987803, Obj: 0.254480, No Obj: 0.000243, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879728, Class: 0.997916, Obj: 0.688702, No Obj: 0.000388, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.855385, Class: 0.999324, Obj: 0.133735, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842731, Class: 0.999657, Obj: 0.768098, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779835, Class: 0.998094, Obj: 0.228380, No Obj: 0.000214, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872661, Class: 0.999099, Obj: 0.397366, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796015, Class: 0.997346, Obj: 0.211547, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813325, Class: 0.996901, Obj: 0.689271, No Obj: 0.000505, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.854844, Class: 0.997079, Obj: 0.433995, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.944409, Class: 0.999737, Obj: 0.762957, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774596, Class: 0.998746, Obj: 0.269125, No Obj: 0.000110, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748942, Class: 0.996930, Obj: 0.349382, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3482: 0.318753, 0.346883 avg loss, 0.000100 rate, 3.911373 seconds, 222848 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.825160, Class: 0.999155, Obj: 0.554183, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810500, Class: 0.996312, Obj: 0.009629, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791895, Class: 0.991632, Obj: 0.440971, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.792912, Class: 0.997906, Obj: 0.115742, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845687, Class: 0.995592, Obj: 0.012713, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.874725, Class: 0.998464, Obj: 0.288262, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821746, Class: 0.994754, Obj: 0.107140, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815742, Class: 0.995563, Obj: 0.206323, No Obj: 0.000102, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.851034, Class: 0.998766, Obj: 0.711530, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.728525, Class: 0.993192, Obj: 0.052046, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735034, Class: 0.998912, Obj: 0.217681, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808421, Class: 0.997883, Obj: 0.213820, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880346, Class: 0.999569, Obj: 0.657495, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.856423, Class: 0.999853, Obj: 0.443832, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3483: 0.243887, 0.336584 avg loss, 0.000100 rate, 3.922146 seconds, 222912 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906220, Class: 0.992619, Obj: 0.270251, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738797, Class: 0.996421, Obj: 0.177918, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908224, Class: 0.999362, Obj: 0.805054, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834909, Class: 0.998156, Obj: 0.236125, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753999, Class: 0.985604, Obj: 0.148612, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813121, Class: 0.999699, Obj: 0.277116, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824897, Class: 0.998328, Obj: 0.628983, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.552356, Class: 0.995293, Obj: 0.000540, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830705, Class: 0.997077, Obj: 0.460004, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737703, Class: 0.993350, Obj: 0.168845, No Obj: 0.000101, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892835, Class: 0.995038, Obj: 0.368009, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.728634, Class: 0.996503, Obj: 0.217301, No Obj: 0.000216, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879268, Class: 0.990890, Obj: 0.769103, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722429, Class: 0.995239, Obj: 0.092677, No Obj: 0.000097, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.554462, Class: 0.987738, Obj: 0.005441, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816637, Class: 0.999904, Obj: 0.670471, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714846, Class: 0.997854, Obj: 0.046951, No Obj: 0.000083, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3484: 0.412863, 0.344212 avg loss, 0.000100 rate, 3.914949 seconds, 222976 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841044, Class: 0.995774, Obj: 0.817577, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794308, Class: 0.999466, Obj: 0.372883, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730158, Class: 0.997324, Obj: 0.595436, No Obj: 0.000200, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.817826, Class: 0.996735, Obj: 0.165189, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695742, Class: 0.991085, Obj: 0.611556, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.707767, Class: 0.998332, Obj: 0.247694, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.698554, Class: 0.992393, Obj: 0.114678, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.903349, Class: 0.996048, Obj: 0.560292, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766648, Class: 0.992726, Obj: 0.386641, No Obj: 0.000199, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672839, Class: 0.999976, Obj: 0.185400, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.535630, Class: 0.998564, Obj: 0.000782, No Obj: 0.000078, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758520, Class: 0.999693, Obj: 0.553030, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748083, Class: 0.989244, Obj: 0.260668, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.665097, Class: 0.993272, Obj: 0.074810, No Obj: 0.000059, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.582370, Class: 0.998347, Obj: 0.020937, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.848366, Class: 0.999661, Obj: 0.730319, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3485: 0.282995, 0.338090 avg loss, 0.000100 rate, 3.921763 seconds, 223040 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787497, Class: 0.999791, Obj: 0.192760, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771253, Class: 0.999957, Obj: 0.157126, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.885862, Class: 0.999083, Obj: 0.022758, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.864566, Class: 0.993204, Obj: 0.074704, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721164, Class: 0.991652, Obj: 0.037861, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669012, Class: 0.994390, Obj: 0.134998, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826450, Class: 0.999420, Obj: 0.230894, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769841, Class: 0.998386, Obj: 0.113154, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661627, Class: 0.999228, Obj: 0.232386, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821927, Class: 0.998275, Obj: 0.363241, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746904, Class: 0.998774, Obj: 0.337282, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715593, Class: 0.998388, Obj: 0.192404, No Obj: 0.000082, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3486: 0.281806, 0.332462 avg loss, 0.000100 rate, 3.918985 seconds, 223104 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732787, Class: 0.999292, Obj: 0.127947, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.832502, Class: 0.995538, Obj: 0.521715, No Obj: 0.000497, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645293, Class: 0.997847, Obj: 0.276035, No Obj: 0.000146, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774179, Class: 0.992580, Obj: 0.491913, No Obj: 0.000375, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.778195, Class: 0.993899, Obj: 0.145705, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727866, Class: 0.990259, Obj: 0.258949, No Obj: 0.000321, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.793474, Class: 0.998822, Obj: 0.113021, No Obj: 0.000209, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677878, Class: 0.996835, Obj: 0.320469, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751291, Class: 0.997484, Obj: 0.267671, No Obj: 0.000137, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.872345, Class: 0.998945, Obj: 0.523531, No Obj: 0.000341, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.868792, Class: 0.987998, Obj: 0.460684, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.860863, Class: 0.999615, Obj: 0.318898, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751301, Class: 0.986789, Obj: 0.224364, No Obj: 0.000178, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924169, Class: 0.999530, Obj: 0.566443, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651573, Class: 0.996919, Obj: 0.070871, No Obj: 0.000104, .5R: 0.600000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3487: 0.421712, 0.341387 avg loss, 0.000100 rate, 3.917876 seconds, 223168 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767131, Class: 0.997960, Obj: 0.236007, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.723763, Class: 0.994732, Obj: 0.312650, No Obj: 0.000456, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.499492, Class: 0.990265, Obj: 0.031974, No Obj: 0.000077, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.603641, Class: 0.999907, Obj: 0.122064, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718733, Class: 0.997687, Obj: 0.250557, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816394, Class: 0.995476, Obj: 0.229164, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.803295, Class: 0.999445, Obj: 0.863541, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809438, Class: 0.999397, Obj: 0.446196, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773075, Class: 0.997265, Obj: 0.200606, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.648762, Class: 0.985615, Obj: 0.282071, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.782867, Class: 0.997618, Obj: 0.404934, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.624313, Class: 0.989331, Obj: 0.171641, No Obj: 0.000090, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778932, Class: 0.996144, Obj: 0.320914, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.443592, Class: 0.988619, Obj: 0.135728, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3488: 0.264264, 0.333674 avg loss, 0.000100 rate, 3.922475 seconds, 223232 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865105, Class: 0.999367, Obj: 0.205556, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.613646, Class: 0.993618, Obj: 0.134305, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.889124, Class: 0.997178, Obj: 0.473004, No Obj: 0.000487, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.873412, Class: 0.995277, Obj: 0.825644, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624418, Class: 0.994428, Obj: 0.251546, No Obj: 0.000126, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764162, Class: 0.995480, Obj: 0.288055, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.595318, Class: 0.995358, Obj: 0.169899, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896508, Class: 0.999864, Obj: 0.152091, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852207, Class: 0.997743, Obj: 0.028556, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892886, Class: 0.996938, Obj: 0.461309, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792204, Class: 0.997772, Obj: 0.284775, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854316, Class: 0.999246, Obj: 0.358629, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751898, Class: 0.998762, Obj: 0.167852, No Obj: 0.000084, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3489: 0.322284, 0.332535 avg loss, 0.000100 rate, 3.926825 seconds, 223296 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816970, Class: 0.996093, Obj: 0.118466, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796003, Class: 0.999472, Obj: 0.336568, No Obj: 0.000163, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611740, Class: 0.995894, Obj: 0.215896, No Obj: 0.000163, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732043, Class: 0.968019, Obj: 0.030428, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753875, Class: 0.995851, Obj: 0.274065, No Obj: 0.000271, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866427, Class: 0.999761, Obj: 0.408410, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685538, Class: 0.998872, Obj: 0.151924, No Obj: 0.000102, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783028, Class: 0.992584, Obj: 0.426562, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834640, Class: 0.998558, Obj: 0.375475, No Obj: 0.000171, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.603180, Class: 0.966192, Obj: 0.000856, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807711, Class: 0.999876, Obj: 0.674887, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740751, Class: 0.996149, Obj: 0.088986, No Obj: 0.000154, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.495937, Class: 0.980977, Obj: 0.284138, No Obj: 0.000186, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.808166, Class: 0.977018, Obj: 0.178777, No Obj: 0.000280, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.721347, Class: 0.995577, Obj: 0.194101, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823210, Class: 0.998707, Obj: 0.184908, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3490: 0.473823, 0.346664 avg loss, 0.000100 rate, 3.913587 seconds, 223360 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744501, Class: 0.998379, Obj: 0.255549, No Obj: 0.000069, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824205, Class: 0.996530, Obj: 0.431300, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.706292, Class: 0.997040, Obj: 0.129163, No Obj: 0.000121, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861257, Class: 0.997784, Obj: 0.396823, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833960, Class: 0.997164, Obj: 0.396884, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789230, Class: 0.999690, Obj: 0.347991, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872631, Class: 0.996440, Obj: 0.489579, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822599, Class: 0.997803, Obj: 0.335896, No Obj: 0.000174, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833606, Class: 0.996863, Obj: 0.488098, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.835187, Class: 0.999156, Obj: 0.504279, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884339, Class: 0.997963, Obj: 0.401243, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3491: 0.226654, 0.334663 avg loss, 0.000100 rate, 3.920031 seconds, 223424 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803482, Class: 0.999848, Obj: 0.980549, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782318, Class: 0.997955, Obj: 0.401794, No Obj: 0.000159, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870324, Class: 0.998039, Obj: 0.672178, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.837512, Class: 0.999518, Obj: 0.561460, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776391, Class: 0.990927, Obj: 0.003135, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779547, Class: 0.999148, Obj: 0.401225, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901570, Class: 0.998444, Obj: 0.719532, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.541131, Class: 0.998166, Obj: 0.070603, No Obj: 0.000047, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.646915, Class: 0.995717, Obj: 0.227217, No Obj: 0.000370, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.918158, Class: 0.999243, Obj: 0.709934, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.663154, Class: 0.997604, Obj: 0.061845, No Obj: 0.000097, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665782, Class: 0.994666, Obj: 0.218196, No Obj: 0.000228, .5R: 0.750000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807003, Class: 0.996710, Obj: 0.277024, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.705173, Class: 0.997033, Obj: 0.122497, No Obj: 0.000157, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755485, Class: 0.999627, Obj: 0.687339, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813649, Class: 0.997376, Obj: 0.156973, No Obj: 0.000170, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3492: 0.523913, 0.353588 avg loss, 0.000100 rate, 3.926082 seconds, 223488 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820337, Class: 0.998015, Obj: 0.443714, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830790, Class: 0.999567, Obj: 0.855886, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713733, Class: 0.998837, Obj: 0.114044, No Obj: 0.000126, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761620, Class: 0.997310, Obj: 0.204726, No Obj: 0.000130, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708300, Class: 0.987090, Obj: 0.035201, No Obj: 0.000161, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.804366, Class: 0.997687, Obj: 0.266886, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799390, Class: 0.996921, Obj: 0.323634, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785230, Class: 0.986198, Obj: 0.759858, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693314, Class: 0.996677, Obj: 0.212825, No Obj: 0.000128, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905384, Class: 0.994989, Obj: 0.535035, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.568279, Class: 0.997844, Obj: 0.220230, No Obj: 0.000046, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866208, Class: 0.996963, Obj: 0.702051, No Obj: 0.000346, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774626, Class: 0.998806, Obj: 0.185320, No Obj: 0.000133, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3493: 0.361900, 0.354419 avg loss, 0.000100 rate, 3.924024 seconds, 223552 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673381, Class: 0.999142, Obj: 0.224981, No Obj: 0.000115, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807257, Class: 0.990893, Obj: 0.305313, No Obj: 0.000309, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.665621, Class: 0.997213, Obj: 0.338992, No Obj: 0.000089, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839347, Class: 0.993848, Obj: 0.556731, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.860769, Class: 0.998297, Obj: 0.311216, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711179, Class: 0.988226, Obj: 0.172807, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.682511, Class: 0.997752, Obj: 0.093248, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789401, Class: 0.991471, Obj: 0.485045, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.895518, Class: 0.995395, Obj: 0.317579, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884753, Class: 0.999896, Obj: 0.206776, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724624, Class: 0.999240, Obj: 0.327842, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834740, Class: 0.998945, Obj: 0.925645, No Obj: 0.000248, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790014, Class: 0.997736, Obj: 0.021661, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784258, Class: 0.997330, Obj: 0.544937, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762458, Class: 0.994556, Obj: 0.000827, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3494: 0.261470, 0.345124 avg loss, 0.000100 rate, 3.920084 seconds, 223616 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.683967, Class: 0.956963, Obj: 0.095235, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785987, Class: 0.998595, Obj: 0.621453, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598586, Class: 0.997492, Obj: 0.229137, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000288, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834999, Class: 0.995731, Obj: 0.285623, No Obj: 0.000370, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.735269, Class: 0.993739, Obj: 0.154248, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809047, Class: 0.999020, Obj: 0.061845, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705310, Class: 0.993229, Obj: 0.088343, No Obj: 0.000110, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870006, Class: 0.999501, Obj: 0.869046, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848763, Class: 0.998154, Obj: 0.179591, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845095, Class: 0.996185, Obj: 0.005345, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.845835, Class: 0.999406, Obj: 0.547776, No Obj: 0.000200, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.893970, Class: 0.998552, Obj: 0.005932, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820139, Class: 0.999652, Obj: 0.729878, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871423, Class: 0.987271, Obj: 0.002185, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792598, Class: 0.994207, Obj: 0.149036, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915397, Class: 0.995693, Obj: 0.266140, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.947486, Class: 0.996338, Obj: 0.005596, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3495: 0.261624, 0.336774 avg loss, 0.000100 rate, 3.922800 seconds, 223680 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.567042, Class: 0.998721, Obj: 0.414605, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746461, Class: 0.996588, Obj: 0.024233, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.811216, Class: 0.995450, Obj: 0.283548, No Obj: 0.000164, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.848711, Class: 0.998556, Obj: 0.212657, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784590, Class: 0.997831, Obj: 0.080028, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787526, Class: 0.997827, Obj: 0.367395, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819645, Class: 0.999143, Obj: 0.523016, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815805, Class: 0.998949, Obj: 0.167942, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892229, Class: 0.992590, Obj: 0.544406, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.771522, Class: 0.994818, Obj: 0.177949, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.823445, Class: 0.999012, Obj: 0.605263, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.894107, Class: 0.993256, Obj: 0.559347, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.829041, Class: 0.993801, Obj: 0.169503, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799154, Class: 0.996219, Obj: 0.296142, No Obj: 0.000156, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.745113, Class: 0.999122, Obj: 0.217496, No Obj: 0.000166, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659797, Class: 0.995308, Obj: 0.060956, No Obj: 0.000057, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3496: 0.337761, 0.336873 avg loss, 0.000100 rate, 3.909619 seconds, 223744 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.731799, Class: 0.994282, Obj: 0.228753, No Obj: 0.000256, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.805480, Class: 0.985363, Obj: 0.027874, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793377, Class: 0.998133, Obj: 0.251202, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627658, Class: 0.994828, Obj: 0.095471, No Obj: 0.000057, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729504, Class: 0.997494, Obj: 0.239447, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.785103, Class: 0.999154, Obj: 0.153654, No Obj: 0.000072, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.869518, Class: 0.998733, Obj: 0.745444, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.882447, Class: 0.998763, Obj: 0.131210, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752710, Class: 0.998789, Obj: 0.215667, No Obj: 0.000157, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.731700, Class: 0.995987, Obj: 0.431280, No Obj: 0.000392, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859326, Class: 0.997273, Obj: 0.288165, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842452, Class: 0.996731, Obj: 0.672488, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683855, Class: 0.997087, Obj: 0.169643, No Obj: 0.000064, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778782, Class: 0.996742, Obj: 0.538481, No Obj: 0.000204, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781532, Class: 0.999365, Obj: 0.305705, No Obj: 0.000088, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844839, Class: 0.981496, Obj: 0.103745, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751796, Class: 0.999082, Obj: 0.464675, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3497: 0.287682, 0.331954 avg loss, 0.000100 rate, 3.919711 seconds, 223808 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794698, Class: 0.998789, Obj: 0.695216, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777894, Class: 0.998466, Obj: 0.294375, No Obj: 0.000167, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764297, Class: 0.990437, Obj: 0.018254, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.652498, Class: 0.997637, Obj: 0.253136, No Obj: 0.000069, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810458, Class: 0.999667, Obj: 0.433231, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880129, Class: 0.999116, Obj: 0.554901, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861834, Class: 0.980487, Obj: 0.017609, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742454, Class: 0.996521, Obj: 0.334235, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795886, Class: 0.990647, Obj: 0.320475, No Obj: 0.000440, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.814593, Class: 0.998034, Obj: 0.194752, No Obj: 0.000107, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789904, Class: 0.999534, Obj: 0.642300, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796274, Class: 0.998152, Obj: 0.138035, No Obj: 0.000085, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838978, Class: 0.999841, Obj: 0.310474, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843058, Class: 0.997553, Obj: 0.346992, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653408, Class: 0.997735, Obj: 0.472314, No Obj: 0.000154, .5R: 0.666667, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3498: 0.353053, 0.334064 avg loss, 0.000100 rate, 3.925676 seconds, 223872 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867960, Class: 0.997412, Obj: 0.540202, No Obj: 0.000417, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.557650, Class: 0.999136, Obj: 0.044335, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.733086, Class: 0.955574, Obj: 0.021766, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712986, Class: 0.998579, Obj: 0.203262, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606273, Class: 0.996350, Obj: 0.170463, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911853, Class: 0.993761, Obj: 0.264847, No Obj: 0.000310, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722713, Class: 0.995463, Obj: 0.151189, No Obj: 0.000086, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841224, Class: 0.996786, Obj: 0.393749, No Obj: 0.000174, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844190, Class: 0.999108, Obj: 0.544245, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737474, Class: 0.997854, Obj: 0.038864, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919823, Class: 0.986108, Obj: 0.178667, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797661, Class: 0.999236, Obj: 0.373964, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815580, Class: 0.991777, Obj: 0.190173, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653574, Class: 0.990397, Obj: 0.033926, No Obj: 0.000092, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3499: 0.326734, 0.333331 avg loss, 0.000100 rate, 3.924616 seconds, 223936 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853164, Class: 0.996869, Obj: 0.213465, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.840603, Class: 0.997701, Obj: 0.155059, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788599, Class: 0.996534, Obj: 0.892302, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746792, Class: 0.996702, Obj: 0.082891, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750425, Class: 0.997708, Obj: 0.301541, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788447, Class: 0.998512, Obj: 0.267892, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907493, Class: 0.999879, Obj: 0.828667, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702807, Class: 0.998349, Obj: 0.150005, No Obj: 0.000082, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768935, Class: 0.990048, Obj: 0.533883, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736940, Class: 0.997201, Obj: 0.137865, No Obj: 0.000170, .5R: 0.916667, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847737, Class: 0.993937, Obj: 0.195113, No Obj: 0.000177, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.758116, Class: 0.996825, Obj: 0.253399, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862181, Class: 0.995061, Obj: 0.022661, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3500: 0.410367, 0.341034 avg loss, 0.000100 rate, 3.916293 seconds, 224000 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878374, Class: 0.999333, Obj: 0.265000, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.862906, Class: 0.998916, Obj: 0.949275, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881824, Class: 0.997979, Obj: 0.200470, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.823935, Class: 0.997446, Obj: 0.274091, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.826791, Class: 0.998927, Obj: 0.461783, No Obj: 0.000396, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788008, Class: 0.996605, Obj: 0.127565, No Obj: 0.000138, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.727223, Class: 0.996065, Obj: 0.485209, No Obj: 0.000376, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829339, Class: 0.999601, Obj: 0.330674, No Obj: 0.000184, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794168, Class: 0.998994, Obj: 0.144173, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804882, Class: 0.993161, Obj: 0.457390, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750204, Class: 0.997547, Obj: 0.105590, No Obj: 0.000088, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.898669, Class: 0.998653, Obj: 0.852346, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738741, Class: 0.997707, Obj: 0.246228, No Obj: 0.000209, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3501: 0.309637, 0.337895 avg loss, 0.000100 rate, 3.703818 seconds, 224064 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694860, Class: 0.985353, Obj: 0.024074, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.771885, Class: 0.996868, Obj: 0.134280, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805610, Class: 0.999874, Obj: 0.269491, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.841471, Class: 0.993864, Obj: 0.161814, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862253, Class: 0.997916, Obj: 0.362547, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738577, Class: 0.999409, Obj: 0.133298, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761094, Class: 0.990755, Obj: 0.117538, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806032, Class: 0.995888, Obj: 0.468976, No Obj: 0.000418, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.786821, Class: 0.995451, Obj: 0.234106, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822163, Class: 0.997840, Obj: 0.875345, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751698, Class: 0.997070, Obj: 0.071223, No Obj: 0.000067, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797028, Class: 0.984546, Obj: 0.259414, No Obj: 0.000426, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.747630, Class: 0.992766, Obj: 0.177418, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.932437, Class: 0.998279, Obj: 0.358373, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798879, Class: 0.996225, Obj: 0.126571, No Obj: 0.000142, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3502: 0.392606, 0.343366 avg loss, 0.000100 rate, 3.916802 seconds, 224128 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737750, Class: 0.991741, Obj: 0.003916, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787415, Class: 0.977707, Obj: 0.131698, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.582746, Class: 0.998749, Obj: 0.012525, No Obj: 0.000032, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864027, Class: 0.999629, Obj: 0.290101, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717483, Class: 0.996758, Obj: 0.165093, No Obj: 0.000182, .5R: 0.818182, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855681, Class: 0.996981, Obj: 0.028476, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.851025, Class: 0.987417, Obj: 0.529922, No Obj: 0.001313, .5R: 1.000000, .75R: 1.000000, count: 4 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889587, Class: 0.998948, Obj: 0.342693, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.850234, Class: 0.998543, Obj: 0.517193, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771332, Class: 0.998391, Obj: 0.145606, No Obj: 0.000064, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.729186, Class: 0.997758, Obj: 0.059517, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773989, Class: 0.996569, Obj: 0.352213, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3503: 0.350134, 0.344043 avg loss, 0.000100 rate, 3.912093 seconds, 224192 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.836734, Class: 0.999403, Obj: 0.901767, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798342, Class: 0.995207, Obj: 0.067968, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.781605, Class: 0.998486, Obj: 0.109782, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.895793, Class: 0.997210, Obj: 0.610177, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827068, Class: 0.996479, Obj: 0.196718, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896449, Class: 0.996536, Obj: 0.169042, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833159, Class: 0.998494, Obj: 0.207581, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867428, Class: 0.996886, Obj: 0.444972, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.859107, Class: 0.996768, Obj: 0.018158, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685930, Class: 0.995081, Obj: 0.909702, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.666920, Class: 0.996801, Obj: 0.220039, No Obj: 0.000048, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805053, Class: 0.996065, Obj: 0.173997, No Obj: 0.000106, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.895585, Class: 0.999765, Obj: 0.333320, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900466, Class: 0.993702, Obj: 0.480482, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781295, Class: 0.996485, Obj: 0.252051, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3504: 0.255482, 0.335187 avg loss, 0.000100 rate, 3.905434 seconds, 224256 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802171, Class: 0.998627, Obj: 0.319259, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.875558, Class: 0.997072, Obj: 0.947333, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.756491, Class: 0.950156, Obj: 0.444146, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.659256, Class: 0.997554, Obj: 0.035233, No Obj: 0.000070, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741145, Class: 0.996242, Obj: 0.162928, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801965, Class: 0.999870, Obj: 0.410613, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781000, Class: 0.997080, Obj: 0.054984, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804911, Class: 0.996170, Obj: 0.266821, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.859483, Class: 0.997074, Obj: 0.001728, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724012, Class: 0.996930, Obj: 0.195577, No Obj: 0.000099, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.827856, Class: 0.990596, Obj: 0.391871, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809691, Class: 0.996437, Obj: 0.574664, No Obj: 0.000347, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722643, Class: 0.996427, Obj: 0.281957, No Obj: 0.000137, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578617, Class: 0.994448, Obj: 0.021180, No Obj: 0.000050, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3505: 0.363962, 0.338064 avg loss, 0.000100 rate, 3.919499 seconds, 224320 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721172, Class: 0.996630, Obj: 0.202599, No Obj: 0.000139, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832735, Class: 0.998904, Obj: 0.512174, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.686625, Class: 0.975778, Obj: 0.307427, No Obj: 0.000756, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.658896, Class: 0.992200, Obj: 0.065015, No Obj: 0.000434, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.816129, Class: 0.997122, Obj: 0.329389, No Obj: 0.000159, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.756756, Class: 0.999853, Obj: 0.928111, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839270, Class: 0.998690, Obj: 0.484143, No Obj: 0.000130, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871941, Class: 0.998207, Obj: 0.195551, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717509, Class: 0.998110, Obj: 0.219252, No Obj: 0.000149, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.566034, Class: 0.996489, Obj: 0.439331, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837572, Class: 0.995161, Obj: 0.214655, No Obj: 0.000043, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889782, Class: 0.999622, Obj: 0.330937, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795628, Class: 0.997439, Obj: 0.418732, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893491, Class: 0.997060, Obj: 0.497010, No Obj: 0.000400, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.741542, Class: 0.997415, Obj: 0.201145, No Obj: 0.000231, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3506: 0.412017, 0.345459 avg loss, 0.000100 rate, 3.913606 seconds, 224384 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787206, Class: 0.997574, Obj: 0.241072, No Obj: 0.000145, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871806, Class: 0.994298, Obj: 0.194962, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863818, Class: 0.997910, Obj: 0.181941, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882129, Class: 0.995382, Obj: 0.462817, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728205, Class: 0.989534, Obj: 0.186629, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742290, Class: 0.998510, Obj: 0.205491, No Obj: 0.000145, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878635, Class: 0.998610, Obj: 0.351621, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686336, Class: 0.997064, Obj: 0.152661, No Obj: 0.000187, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713619, Class: 0.999641, Obj: 0.289810, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.838425, Class: 0.999254, Obj: 0.860974, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.688960, Class: 0.967972, Obj: 0.000793, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693385, Class: 0.992813, Obj: 0.197818, No Obj: 0.000102, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901840, Class: 0.999777, Obj: 0.841343, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727576, Class: 0.996356, Obj: 0.414868, No Obj: 0.000150, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3507: 0.403687, 0.351282 avg loss, 0.000100 rate, 3.920276 seconds, 224448 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849142, Class: 0.999641, Obj: 0.614568, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.925564, Class: 0.998119, Obj: 0.717128, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766835, Class: 0.999651, Obj: 0.141286, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763341, Class: 0.997271, Obj: 0.083108, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801991, Class: 0.994100, Obj: 0.111050, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854710, Class: 0.996146, Obj: 0.586511, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.774026, Class: 0.998227, Obj: 0.363347, No Obj: 0.000196, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830790, Class: 0.988360, Obj: 0.002722, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808633, Class: 0.999539, Obj: 0.410743, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812015, Class: 0.997996, Obj: 0.189632, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.733056, Class: 0.998395, Obj: 0.198563, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754594, Class: 0.995812, Obj: 0.869957, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664663, Class: 0.998439, Obj: 0.091884, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3508: 0.237482, 0.339902 avg loss, 0.000100 rate, 3.902764 seconds, 224512 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.906588, Class: 0.999169, Obj: 0.485415, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760128, Class: 0.995419, Obj: 0.192280, No Obj: 0.000063, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848963, Class: 0.994058, Obj: 0.384329, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.895145, Class: 0.999181, Obj: 0.044403, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834787, Class: 0.987406, Obj: 0.104289, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746739, Class: 0.996434, Obj: 0.184552, No Obj: 0.000101, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912702, Class: 0.997443, Obj: 0.893136, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795800, Class: 0.996274, Obj: 0.180674, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.918908, Class: 0.999873, Obj: 0.394679, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.851107, Class: 0.994741, Obj: 0.146763, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.682422, Class: 0.971543, Obj: 0.302356, No Obj: 0.000211, .5R: 0.666667, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.753491, Class: 0.996258, Obj: 0.190110, No Obj: 0.000132, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804757, Class: 0.995298, Obj: 0.341656, No Obj: 0.000524, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.827123, Class: 0.998055, Obj: 0.211131, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3509: 0.300048, 0.335917 avg loss, 0.000100 rate, 3.913569 seconds, 224576 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.680094, Class: 0.999468, Obj: 0.780428, No Obj: 0.000245, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727476, Class: 0.997439, Obj: 0.286112, No Obj: 0.000129, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832098, Class: 0.998738, Obj: 0.194458, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670895, Class: 0.996010, Obj: 0.366287, No Obj: 0.000180, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765479, Class: 0.996943, Obj: 0.168025, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000220, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838302, Class: 0.998904, Obj: 0.296756, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851597, Class: 0.997863, Obj: 0.671164, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779052, Class: 0.994567, Obj: 0.121125, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781653, Class: 0.999773, Obj: 0.478074, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.674389, Class: 0.997061, Obj: 0.160052, No Obj: 0.000142, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.841957, Class: 0.997494, Obj: 0.725125, No Obj: 0.000605, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860767, Class: 0.990378, Obj: 0.395916, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736417, Class: 0.999586, Obj: 0.313790, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796388, Class: 0.994074, Obj: 0.229565, No Obj: 0.000317, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.802577, Class: 0.997922, Obj: 0.168600, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3510: 0.373439, 0.339669 avg loss, 0.000100 rate, 3.919585 seconds, 224640 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.766373, Class: 0.996240, Obj: 0.927732, No Obj: 0.000558, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832416, Class: 0.999005, Obj: 0.319895, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.712544, Class: 0.995971, Obj: 0.271803, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.556531, Class: 0.998904, Obj: 0.568545, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739942, Class: 0.998478, Obj: 0.353283, No Obj: 0.000148, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905234, Class: 0.998129, Obj: 0.859516, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722540, Class: 0.998168, Obj: 0.459800, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867881, Class: 0.994127, Obj: 0.285419, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.412351, Class: 0.995380, Obj: 0.000459, No Obj: 0.000047, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669608, Class: 0.991991, Obj: 0.098587, No Obj: 0.000059, .5R: 1.000000, .75R: 0.200000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3511: 0.197274, 0.325429 avg loss, 0.000100 rate, 3.911482 seconds, 224704 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744130, Class: 0.997548, Obj: 0.201015, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.538556, Class: 0.994864, Obj: 0.021674, No Obj: 0.000285, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838535, Class: 0.993532, Obj: 0.520380, No Obj: 0.000484, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.707044, Class: 0.997631, Obj: 0.247566, No Obj: 0.000240, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858852, Class: 0.987781, Obj: 0.170656, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.605314, Class: 0.994539, Obj: 0.017218, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902694, Class: 0.999988, Obj: 0.928250, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.873399, Class: 0.997676, Obj: 0.552912, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858024, Class: 0.999272, Obj: 0.632680, No Obj: 0.000233, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.791872, Class: 0.998017, Obj: 0.253463, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901850, Class: 0.998244, Obj: 0.230085, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716742, Class: 0.994567, Obj: 0.140853, No Obj: 0.000079, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861642, Class: 0.987905, Obj: 0.040112, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722400, Class: 0.999049, Obj: 0.025909, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.894484, Class: 0.998842, Obj: 0.208030, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3512: 0.370816, 0.329968 avg loss, 0.000100 rate, 3.912401 seconds, 224768 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800320, Class: 0.989963, Obj: 0.381701, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.828061, Class: 0.964720, Obj: 0.069346, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762125, Class: 0.997096, Obj: 0.054951, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733762, Class: 0.996902, Obj: 0.160087, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.361858, Class: 0.996587, Obj: 0.010378, No Obj: 0.000036, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813363, Class: 0.996966, Obj: 0.264905, No Obj: 0.000339, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.707156, Class: 0.996934, Obj: 0.169059, No Obj: 0.000210, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.750134, Class: 0.970539, Obj: 0.555262, No Obj: 0.000578, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864884, Class: 0.993182, Obj: 0.170007, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.846237, Class: 0.998050, Obj: 0.048051, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802615, Class: 0.990790, Obj: 0.494976, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817411, Class: 0.996289, Obj: 0.168220, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760120, Class: 0.999535, Obj: 0.672636, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801418, Class: 0.999164, Obj: 0.257778, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918838, Class: 0.999673, Obj: 0.045048, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772481, Class: 0.998342, Obj: 0.030873, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3513: 0.286336, 0.325605 avg loss, 0.000100 rate, 3.919777 seconds, 224832 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744202, Class: 0.997104, Obj: 0.370007, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876629, Class: 0.993501, Obj: 0.416920, No Obj: 0.000394, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839919, Class: 0.995971, Obj: 0.624517, No Obj: 0.000658, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.776566, Class: 0.996053, Obj: 0.169559, No Obj: 0.000050, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827400, Class: 0.998357, Obj: 0.141224, No Obj: 0.000135, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870297, Class: 0.998212, Obj: 0.889300, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729953, Class: 0.996217, Obj: 0.137585, No Obj: 0.000138, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791995, Class: 0.998267, Obj: 0.470204, No Obj: 0.000135, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750159, Class: 0.999436, Obj: 0.271705, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804515, Class: 0.996623, Obj: 0.003375, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790763, Class: 0.999153, Obj: 0.236021, No Obj: 0.000058, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3514: 0.310788, 0.324123 avg loss, 0.000100 rate, 3.907719 seconds, 224896 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861591, Class: 0.993587, Obj: 0.159459, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698422, Class: 0.995635, Obj: 0.215104, No Obj: 0.000244, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: 0.837490, Class: 0.991101, Obj: 0.458351, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.840431, Class: 0.990909, Obj: 0.003207, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653118, Class: 0.997234, Obj: 0.063862, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826900, Class: 0.999829, Obj: 0.654323, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767733, Class: 0.996435, Obj: 0.381934, No Obj: 0.000137, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887853, Class: 0.999199, Obj: 0.254684, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732682, Class: 0.998716, Obj: 0.358260, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712436, Class: 0.897834, Obj: 0.200053, No Obj: 0.000278, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.680777, Class: 0.997804, Obj: 0.206611, No Obj: 0.000168, .5R: 0.750000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876378, Class: 0.999876, Obj: 0.859652, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807626, Class: 0.997557, Obj: 0.299504, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.636905, Class: 0.988427, Obj: 0.048307, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.733747, Class: 0.998529, Obj: 0.216012, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.796696, Class: 0.999381, Obj: 0.803199, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.872570, Class: 0.992585, Obj: 0.569425, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804264, Class: 0.998726, Obj: 0.115811, No Obj: 0.000076, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3515: 0.511364, 0.342847 avg loss, 0.000100 rate, 3.913499 seconds, 224960 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754312, Class: 0.996356, Obj: 0.339296, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763395, Class: 0.996032, Obj: 0.359807, No Obj: 0.000187, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.458556, Class: 0.971820, Obj: 0.000111, No Obj: 0.000023, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000380, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697460, Class: 0.991117, Obj: 0.075859, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753839, Class: 0.997598, Obj: 0.102941, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686902, Class: 0.998285, Obj: 0.251462, No Obj: 0.000141, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823161, Class: 0.995285, Obj: 0.471057, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823154, Class: 0.994185, Obj: 0.337921, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892057, Class: 0.999704, Obj: 0.950713, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823231, Class: 0.996156, Obj: 0.145111, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753065, Class: 0.997607, Obj: 0.315385, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750647, Class: 0.998530, Obj: 0.119217, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3516: 0.238830, 0.332446 avg loss, 0.000100 rate, 3.890599 seconds, 225024 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.792843, Class: 0.998321, Obj: 0.069943, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775575, Class: 0.988202, Obj: 0.717300, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715871, Class: 0.998302, Obj: 0.199012, No Obj: 0.000110, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808751, Class: 0.999300, Obj: 0.197014, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.559354, Class: 0.999115, Obj: 0.193792, No Obj: 0.000104, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841828, Class: 0.993053, Obj: 0.211278, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828222, Class: 0.998674, Obj: 0.750231, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.904250, Class: 0.999225, Obj: 0.888226, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.825486, Class: 0.989669, Obj: 0.149002, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.575556, Class: 0.998182, Obj: 0.346027, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865084, Class: 0.997021, Obj: 0.465162, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.833694, Class: 0.996649, Obj: 0.267427, No Obj: 0.000248, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642649, Class: 0.992221, Obj: 0.006031, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799661, Class: 0.999327, Obj: 0.298145, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3517: 0.331012, 0.332302 avg loss, 0.000100 rate, 3.904067 seconds, 225088 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755137, Class: 0.997349, Obj: 0.301083, No Obj: 0.000196, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934139, Class: 0.994060, Obj: 0.327876, No Obj: 0.000407, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681358, Class: 0.997940, Obj: 0.084253, No Obj: 0.000054, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785655, Class: 0.997447, Obj: 0.307388, No Obj: 0.000119, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745386, Class: 0.980120, Obj: 0.195041, No Obj: 0.000116, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701925, Class: 0.997283, Obj: 0.211262, No Obj: 0.000173, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.759039, Class: 0.998131, Obj: 0.713414, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843922, Class: 0.993183, Obj: 0.250553, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799761, Class: 0.996923, Obj: 0.122019, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865378, Class: 0.999467, Obj: 0.409539, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685480, Class: 0.993406, Obj: 0.019555, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698098, Class: 0.989067, Obj: 0.388614, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.753819, Class: 0.997572, Obj: 0.285569, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3518: 0.451033, 0.344175 avg loss, 0.000100 rate, 3.909472 seconds, 225152 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849016, Class: 0.991832, Obj: 0.293201, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.826269, Class: 0.994104, Obj: 0.236844, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749997, Class: 0.996824, Obj: 0.481685, No Obj: 0.000335, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.751077, Class: 0.997235, Obj: 0.200414, No Obj: 0.000145, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.768063, Class: 0.975893, Obj: 0.105552, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738656, Class: 0.997856, Obj: 0.153828, No Obj: 0.000106, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866446, Class: 0.993563, Obj: 0.025875, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753673, Class: 0.994795, Obj: 0.017671, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790061, Class: 0.990898, Obj: 0.506235, No Obj: 0.000371, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.792714, Class: 0.998440, Obj: 0.419742, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777453, Class: 0.994385, Obj: 0.327284, No Obj: 0.000236, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759560, Class: 0.998012, Obj: 0.385511, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792720, Class: 0.999255, Obj: 0.295807, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.777975, Class: 0.997761, Obj: 0.656817, No Obj: 0.000470, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809071, Class: 0.995689, Obj: 0.649785, No Obj: 0.000320, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.586345, Class: 0.989467, Obj: 0.055613, No Obj: 0.000079, .5R: 0.666667, .75R: 0.000000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3519: 0.340287, 0.343786 avg loss, 0.000100 rate, 3.908914 seconds, 225216 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795409, Class: 0.995837, Obj: 0.057308, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.850183, Class: 0.999555, Obj: 0.604139, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642434, Class: 0.993985, Obj: 0.030370, No Obj: 0.000094, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.621790, Class: 0.998751, Obj: 0.370130, No Obj: 0.000455, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.819670, Class: 0.988333, Obj: 0.395674, No Obj: 0.000455, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.759432, Class: 0.992857, Obj: 0.035075, No Obj: 0.000026, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.942766, Class: 0.996617, Obj: 0.538338, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.515956, Class: 0.998384, Obj: 0.041480, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885727, Class: 0.999168, Obj: 0.393995, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.866150, Class: 0.998697, Obj: 0.363660, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838558, Class: 0.996751, Obj: 0.229163, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894434, Class: 0.999507, Obj: 0.403421, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803713, Class: 0.996980, Obj: 0.084496, No Obj: 0.000063, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3520: 0.245276, 0.333935 avg loss, 0.000100 rate, 3.904464 seconds, 225280 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775226, Class: 0.996984, Obj: 0.369602, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846343, Class: 0.999201, Obj: 0.474485, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880632, Class: 0.998410, Obj: 0.306013, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721005, Class: 0.994841, Obj: 0.168064, No Obj: 0.000122, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.837612, Class: 0.999008, Obj: 0.965125, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819240, Class: 0.990343, Obj: 0.307500, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.606891, Class: 0.992498, Obj: 0.026375, No Obj: 0.000049, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.804867, Class: 0.989621, Obj: 0.318759, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813738, Class: 0.997956, Obj: 0.307613, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795469, Class: 0.999727, Obj: 0.862880, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753012, Class: 0.997541, Obj: 0.181197, No Obj: 0.000099, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759844, Class: 0.997602, Obj: 0.225731, No Obj: 0.000126, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760764, Class: 0.995160, Obj: 0.301140, No Obj: 0.000190, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824281, Class: 0.998331, Obj: 0.227590, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861035, Class: 0.997604, Obj: 0.545739, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836315, Class: 0.999229, Obj: 0.110473, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3521: 0.397689, 0.340311 avg loss, 0.000100 rate, 3.917015 seconds, 225344 images Loaded: 0.000067 seconds Region 82 Avg IOU: 0.738773, Class: 0.998407, Obj: 0.063189, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.791670, Class: 0.989078, Obj: 0.433012, No Obj: 0.000312, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726389, Class: 0.997504, Obj: 0.124301, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.829302, Class: 0.990572, Obj: 0.054194, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.707399, Class: 0.984380, Obj: 0.370848, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.663979, Class: 0.996837, Obj: 0.183917, No Obj: 0.000058, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780174, Class: 0.998696, Obj: 0.268230, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875807, Class: 0.999712, Obj: 0.970519, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764318, Class: 0.998121, Obj: 0.207967, No Obj: 0.000225, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683868, Class: 0.997467, Obj: 0.203805, No Obj: 0.000136, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846689, Class: 0.998981, Obj: 0.368264, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837725, Class: 0.998492, Obj: 0.081018, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.787142, Class: 0.998960, Obj: 0.702475, No Obj: 0.000610, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814344, Class: 0.995940, Obj: 0.031987, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768636, Class: 0.997018, Obj: 0.301297, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854715, Class: 0.998338, Obj: 0.387761, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3522: 0.342411, 0.340521 avg loss, 0.000100 rate, 3.911098 seconds, 225408 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893526, Class: 0.996737, Obj: 0.280946, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.791880, Class: 0.996884, Obj: 0.162756, No Obj: 0.000140, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829144, Class: 0.999902, Obj: 0.911716, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707245, Class: 0.998759, Obj: 0.238833, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772387, Class: 0.998413, Obj: 0.193072, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.692241, Class: 0.978812, Obj: 0.000809, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840764, Class: 0.997694, Obj: 0.218166, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825767, Class: 0.995739, Obj: 0.618291, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.795361, Class: 0.996934, Obj: 0.233346, No Obj: 0.000222, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781209, Class: 0.999281, Obj: 0.362330, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.771658, Class: 0.971256, Obj: 0.089994, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819448, Class: 0.999575, Obj: 0.752854, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.788941, Class: 0.996755, Obj: 0.180186, No Obj: 0.000142, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3523: 0.277149, 0.334184 avg loss, 0.000100 rate, 3.922629 seconds, 225472 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822231, Class: 0.999449, Obj: 0.342716, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714893, Class: 0.995334, Obj: 0.087678, No Obj: 0.000117, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901962, Class: 0.991379, Obj: 0.487958, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758565, Class: 0.996064, Obj: 0.033220, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786608, Class: 0.997548, Obj: 0.471554, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675281, Class: 0.998971, Obj: 0.105893, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796177, Class: 0.998376, Obj: 0.160482, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677371, Class: 0.995806, Obj: 0.233447, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800477, Class: 0.998618, Obj: 0.309029, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.647044, Class: 0.997776, Obj: 0.273637, No Obj: 0.000110, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.767487, Class: 0.997524, Obj: 0.092542, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829975, Class: 0.999975, Obj: 0.782337, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675077, Class: 0.996607, Obj: 0.006343, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919279, Class: 0.998656, Obj: 0.815702, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.756594, Class: 0.996050, Obj: 0.153153, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3524: 0.299729, 0.330738 avg loss, 0.000100 rate, 3.904744 seconds, 225536 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.834185, Class: 0.999080, Obj: 0.581589, No Obj: 0.000467, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842930, Class: 0.999081, Obj: 0.307983, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.636559, Class: 0.998939, Obj: 0.292725, No Obj: 0.000142, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.884731, Class: 0.997708, Obj: 0.797497, No Obj: 0.000433, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.659867, Class: 0.996738, Obj: 0.281056, No Obj: 0.000188, .5R: 0.875000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.610625, Class: 0.990227, Obj: 0.218625, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739237, Class: 0.998381, Obj: 0.274615, No Obj: 0.000135, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826410, Class: 0.924080, Obj: 0.000046, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778623, Class: 0.993794, Obj: 0.140747, No Obj: 0.000217, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.602153, Class: 0.961462, Obj: 0.001659, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739430, Class: 0.999270, Obj: 0.304767, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832436, Class: 0.997993, Obj: 0.521875, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843770, Class: 0.999717, Obj: 0.423251, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.805791, Class: 0.997586, Obj: 0.307893, No Obj: 0.000200, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.910004, Class: 0.999372, Obj: 0.636840, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872781, Class: 0.997109, Obj: 0.355932, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3525: 0.373618, 0.335026 avg loss, 0.000100 rate, 3.907988 seconds, 225600 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831099, Class: 0.998501, Obj: 0.196175, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807019, Class: 0.999932, Obj: 0.950026, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788373, Class: 0.997619, Obj: 0.185775, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839937, Class: 0.992111, Obj: 0.134249, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724235, Class: 0.999467, Obj: 0.145332, No Obj: 0.000144, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893269, Class: 0.999594, Obj: 0.829331, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679086, Class: 0.994213, Obj: 0.058584, No Obj: 0.000105, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841516, Class: 0.998393, Obj: 0.338995, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.931674, Class: 0.998595, Obj: 0.772173, No Obj: 0.000399, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826391, Class: 0.998040, Obj: 0.552653, No Obj: 0.000194, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.883179, Class: 0.988805, Obj: 0.018558, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735919, Class: 0.996864, Obj: 0.112126, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3526: 0.298751, 0.331399 avg loss, 0.000100 rate, 3.917213 seconds, 225664 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909126, Class: 0.999523, Obj: 0.482052, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782744, Class: 0.996564, Obj: 0.334956, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825045, Class: 0.999640, Obj: 0.717155, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782511, Class: 0.999221, Obj: 0.150360, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791797, Class: 0.988126, Obj: 0.152016, No Obj: 0.000309, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.674254, Class: 0.993519, Obj: 0.110449, No Obj: 0.000066, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.805806, Class: 0.985592, Obj: 0.286502, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.879217, Class: 0.997554, Obj: 0.451036, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642029, Class: 0.995417, Obj: 0.017334, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.777697, Class: 0.998384, Obj: 0.225325, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866230, Class: 0.995120, Obj: 0.610279, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740357, Class: 0.999773, Obj: 0.713427, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.898627, Class: 0.999555, Obj: 0.523387, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.670398, Class: 0.998070, Obj: 0.157742, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.701853, Class: 0.995166, Obj: 0.274131, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824908, Class: 0.999022, Obj: 0.076469, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3527: 0.284431, 0.326702 avg loss, 0.000100 rate, 3.919248 seconds, 225728 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.792226, Class: 0.989948, Obj: 0.006986, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776998, Class: 0.994895, Obj: 0.002785, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798531, Class: 0.998493, Obj: 0.354577, No Obj: 0.000163, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744180, Class: 0.997883, Obj: 0.121289, No Obj: 0.000131, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861418, Class: 0.999839, Obj: 0.673646, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864238, Class: 0.998385, Obj: 0.328152, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818782, Class: 0.997736, Obj: 0.410766, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.697501, Class: 0.996628, Obj: 0.098174, No Obj: 0.000134, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913470, Class: 0.998952, Obj: 0.538709, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782548, Class: 0.999219, Obj: 0.446636, No Obj: 0.000197, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767618, Class: 0.999473, Obj: 0.191443, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771011, Class: 0.998382, Obj: 0.386059, No Obj: 0.000172, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803684, Class: 0.998739, Obj: 0.137669, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692085, Class: 0.996753, Obj: 0.098056, No Obj: 0.000106, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3528: 0.428897, 0.336921 avg loss, 0.000100 rate, 3.913775 seconds, 225792 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830983, Class: 0.997435, Obj: 0.423293, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765355, Class: 0.997433, Obj: 0.802908, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807505, Class: 0.998846, Obj: 0.065747, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807591, Class: 0.999984, Obj: 0.267404, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822004, Class: 0.997398, Obj: 0.186444, No Obj: 0.000125, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859901, Class: 0.995862, Obj: 0.924475, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751578, Class: 0.999682, Obj: 0.023785, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747601, Class: 0.996656, Obj: 0.118267, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790494, Class: 0.999392, Obj: 0.671153, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.814222, Class: 0.998603, Obj: 0.249075, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835378, Class: 0.999451, Obj: 0.905532, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786355, Class: 0.995144, Obj: 0.266699, No Obj: 0.000096, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779556, Class: 0.997311, Obj: 0.555475, No Obj: 0.000331, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795070, Class: 0.996716, Obj: 0.114728, No Obj: 0.000147, .5R: 0.833333, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3529: 0.260104, 0.329240 avg loss, 0.000100 rate, 3.916828 seconds, 225856 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819782, Class: 0.998007, Obj: 0.693227, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.790622, Class: 0.997687, Obj: 0.114258, No Obj: 0.000136, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741471, Class: 0.988298, Obj: 0.290152, No Obj: 0.000103, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705460, Class: 0.996922, Obj: 0.301308, No Obj: 0.000097, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946681, Class: 0.999527, Obj: 0.142643, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744004, Class: 0.999784, Obj: 0.473028, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787402, Class: 0.997125, Obj: 0.178783, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806735, Class: 0.994010, Obj: 0.206962, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710461, Class: 0.997881, Obj: 0.089467, No Obj: 0.000087, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782946, Class: 0.999150, Obj: 0.337305, No Obj: 0.000195, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796567, Class: 0.997711, Obj: 0.745684, No Obj: 0.000497, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.788305, Class: 0.998733, Obj: 0.173480, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3530: 0.322328, 0.328548 avg loss, 0.000100 rate, 3.912520 seconds, 225920 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.786691, Class: 0.981871, Obj: 0.003627, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.906930, Class: 0.986751, Obj: 0.241284, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773326, Class: 0.993634, Obj: 0.001265, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836596, Class: 0.997584, Obj: 0.838546, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817564, Class: 0.997876, Obj: 0.350187, No Obj: 0.000183, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000293, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780295, Class: 0.995759, Obj: 0.270075, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792750, Class: 0.996111, Obj: 0.027483, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832394, Class: 0.998158, Obj: 0.781364, No Obj: 0.000534, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.786777, Class: 0.997087, Obj: 0.176143, No Obj: 0.000213, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780793, Class: 0.999932, Obj: 0.960333, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716226, Class: 0.997542, Obj: 0.371667, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.809844, Class: 0.998895, Obj: 0.283002, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827647, Class: 0.996891, Obj: 0.401017, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.863182, Class: 0.999855, Obj: 0.019380, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.795762, Class: 0.999250, Obj: 0.706472, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684813, Class: 0.999172, Obj: 0.329980, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3531: 0.304037, 0.326097 avg loss, 0.000100 rate, 3.906164 seconds, 225984 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819219, Class: 0.998397, Obj: 0.434448, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.860050, Class: 0.996478, Obj: 0.215999, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815702, Class: 0.998518, Obj: 0.684326, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.811390, Class: 0.996646, Obj: 0.526560, No Obj: 0.000736, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.582506, Class: 0.998334, Obj: 0.234286, No Obj: 0.000070, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849345, Class: 0.991347, Obj: 0.091055, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699272, Class: 0.998145, Obj: 0.308784, No Obj: 0.000194, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888433, Class: 0.999875, Obj: 0.844576, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760747, Class: 0.997154, Obj: 0.144425, No Obj: 0.000167, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798777, Class: 0.996577, Obj: 0.429314, No Obj: 0.000314, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.661709, Class: 0.995666, Obj: 0.070088, No Obj: 0.000077, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886238, Class: 0.999327, Obj: 0.275915, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.918850, Class: 0.977543, Obj: 0.178763, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776479, Class: 0.994309, Obj: 0.295041, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808907, Class: 0.998198, Obj: 0.107695, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3532: 0.417596, 0.335247 avg loss, 0.000100 rate, 3.904577 seconds, 226048 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634809, Class: 0.999723, Obj: 0.051121, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756000, Class: 0.998192, Obj: 0.408519, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826617, Class: 0.997511, Obj: 0.256051, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740540, Class: 0.996713, Obj: 0.061918, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833944, Class: 0.999709, Obj: 0.936372, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841470, Class: 0.999056, Obj: 0.256934, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.858750, Class: 0.998369, Obj: 0.131502, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827272, Class: 0.990724, Obj: 0.420019, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783382, Class: 0.999671, Obj: 0.179010, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735001, Class: 0.994717, Obj: 0.405614, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.838620, Class: 0.998139, Obj: 0.363234, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.654447, Class: 0.989185, Obj: 0.154431, No Obj: 0.000586, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719854, Class: 0.997389, Obj: 0.274243, No Obj: 0.000182, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802916, Class: 0.999643, Obj: 0.142436, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759646, Class: 0.999443, Obj: 0.250963, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3533: 0.329352, 0.334658 avg loss, 0.000100 rate, 3.901803 seconds, 226112 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898969, Class: 0.985750, Obj: 0.798560, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598817, Class: 0.995040, Obj: 0.079902, No Obj: 0.000053, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822798, Class: 0.998847, Obj: 0.077724, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.831711, Class: 0.990276, Obj: 0.468692, No Obj: 0.000601, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763066, Class: 0.994194, Obj: 0.090168, No Obj: 0.000109, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690730, Class: 0.999543, Obj: 0.026031, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.900505, Class: 0.999746, Obj: 0.494148, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774615, Class: 0.997707, Obj: 0.302018, No Obj: 0.000201, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743189, Class: 0.993626, Obj: 0.023781, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.838651, Class: 0.999130, Obj: 0.144963, No Obj: 0.000122, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000347, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765282, Class: 0.999053, Obj: 0.367435, No Obj: 0.000193, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848270, Class: 0.997399, Obj: 0.248731, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3534: 0.297415, 0.330933 avg loss, 0.000100 rate, 3.903930 seconds, 226176 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802210, Class: 0.997972, Obj: 0.367061, No Obj: 0.000167, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.797412, Class: 0.999238, Obj: 0.170775, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612191, Class: 0.996535, Obj: 0.114320, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830017, Class: 0.999516, Obj: 0.529822, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733961, Class: 0.997803, Obj: 0.184680, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.544987, Class: 0.997371, Obj: 0.018019, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847325, Class: 0.999173, Obj: 0.244690, No Obj: 0.000144, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843896, Class: 0.995199, Obj: 0.669680, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666681, Class: 0.997838, Obj: 0.076403, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.898634, Class: 0.999117, Obj: 0.722201, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902778, Class: 0.997865, Obj: 0.324313, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817916, Class: 0.999649, Obj: 0.013532, No Obj: 0.000005, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833238, Class: 0.999281, Obj: 0.495672, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3535: 0.273158, 0.325156 avg loss, 0.000100 rate, 3.905722 seconds, 226240 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744256, Class: 0.999229, Obj: 0.371681, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820875, Class: 0.999213, Obj: 0.830727, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832520, Class: 0.997316, Obj: 0.079466, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.833508, Class: 0.998706, Obj: 0.414331, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.605953, Class: 0.991878, Obj: 0.518552, No Obj: 0.000198, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.672009, Class: 0.999512, Obj: 0.074535, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667044, Class: 0.995851, Obj: 0.903568, No Obj: 0.000239, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802642, Class: 0.996443, Obj: 0.338060, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.596373, Class: 0.997468, Obj: 0.939604, No Obj: 0.000575, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705792, Class: 0.992380, Obj: 0.023126, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765683, Class: 0.998668, Obj: 0.268694, No Obj: 0.000160, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849893, Class: 0.999932, Obj: 0.803973, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744711, Class: 0.997334, Obj: 0.163248, No Obj: 0.000182, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684750, Class: 0.998925, Obj: 0.342395, No Obj: 0.000157, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3536: 0.333781, 0.326018 avg loss, 0.000100 rate, 3.927242 seconds, 226304 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859617, Class: 0.999073, Obj: 0.398280, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.804861, Class: 0.995118, Obj: 0.789391, No Obj: 0.000501, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792725, Class: 0.997945, Obj: 0.501477, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881196, Class: 0.989229, Obj: 0.401406, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.868218, Class: 0.998676, Obj: 0.323534, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.822279, Class: 0.998006, Obj: 0.426862, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718665, Class: 0.996887, Obj: 0.179597, No Obj: 0.000100, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852638, Class: 0.993693, Obj: 0.469354, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676145, Class: 0.997022, Obj: 0.249867, No Obj: 0.000179, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815374, Class: 0.982817, Obj: 0.054188, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785695, Class: 0.997396, Obj: 0.111942, No Obj: 0.000073, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711877, Class: 0.996268, Obj: 0.065706, No Obj: 0.000054, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795502, Class: 0.994418, Obj: 0.341162, No Obj: 0.000252, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.793898, Class: 0.997068, Obj: 0.127587, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3537: 0.326524, 0.326069 avg loss, 0.000100 rate, 3.922036 seconds, 226368 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.623590, Class: 0.998242, Obj: 0.050088, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.681666, Class: 0.997210, Obj: 0.361067, No Obj: 0.000170, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.588121, Class: 0.923384, Obj: 0.023173, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652685, Class: 0.995530, Obj: 0.201785, No Obj: 0.000062, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.624294, Class: 0.992186, Obj: 0.513839, No Obj: 0.000286, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.609108, Class: 0.997932, Obj: 0.150706, No Obj: 0.000107, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735648, Class: 0.989173, Obj: 0.000528, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796503, Class: 0.999396, Obj: 0.411008, No Obj: 0.000154, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722476, Class: 0.993940, Obj: 0.350275, No Obj: 0.000384, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.872277, Class: 0.997832, Obj: 0.434265, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746417, Class: 0.995203, Obj: 0.744653, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581697, Class: 0.997994, Obj: 0.168077, No Obj: 0.000074, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864538, Class: 0.999907, Obj: 0.159795, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681844, Class: 0.993096, Obj: 0.014935, No Obj: 0.000056, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692073, Class: 0.995890, Obj: 0.347541, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.853123, Class: 0.997908, Obj: 0.277534, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3538: 0.469332, 0.340395 avg loss, 0.000100 rate, 3.910684 seconds, 226432 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.632871, Class: 0.995973, Obj: 0.059263, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871963, Class: 0.991511, Obj: 0.482737, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732335, Class: 0.999323, Obj: 0.248592, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896434, Class: 0.999768, Obj: 0.863311, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653248, Class: 0.997033, Obj: 0.024546, No Obj: 0.000042, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782337, Class: 0.994027, Obj: 0.165569, No Obj: 0.000105, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779343, Class: 0.999080, Obj: 0.435198, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.873133, Class: 0.998353, Obj: 0.261526, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.835483, Class: 0.971640, Obj: 0.477237, No Obj: 0.000349, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.796374, Class: 0.997306, Obj: 0.302323, No Obj: 0.000229, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883543, Class: 0.997643, Obj: 0.338393, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834140, Class: 0.998648, Obj: 0.176556, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853952, Class: 0.997018, Obj: 0.480051, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.737620, Class: 0.996747, Obj: 0.196524, No Obj: 0.000117, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.800514, Class: 0.998721, Obj: 0.745543, No Obj: 0.000256, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834431, Class: 0.999975, Obj: 0.620590, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812169, Class: 0.998794, Obj: 0.415204, No Obj: 0.000173, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3539: 0.362752, 0.342631 avg loss, 0.000100 rate, 3.904572 seconds, 226496 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853109, Class: 0.997419, Obj: 0.448782, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779497, Class: 0.989226, Obj: 0.181338, No Obj: 0.000121, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827280, Class: 0.999855, Obj: 0.908858, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.888655, Class: 0.999040, Obj: 0.202237, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708566, Class: 0.997723, Obj: 0.186964, No Obj: 0.000126, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796782, Class: 0.998747, Obj: 0.250179, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.733687, Class: 0.993775, Obj: 0.225895, No Obj: 0.000348, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.759879, Class: 0.992676, Obj: 0.084204, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701054, Class: 0.996336, Obj: 0.126182, No Obj: 0.000109, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.806246, Class: 0.998321, Obj: 0.245612, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860174, Class: 0.996901, Obj: 0.438208, No Obj: 0.000538, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.809523, Class: 0.995424, Obj: 0.070575, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858197, Class: 0.991651, Obj: 0.446272, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.856355, Class: 0.997413, Obj: 0.139370, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.579577, Class: 0.993466, Obj: 0.053534, No Obj: 0.000027, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3540: 0.410300, 0.349398 avg loss, 0.000100 rate, 3.908424 seconds, 226560 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686307, Class: 0.996686, Obj: 0.137325, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818836, Class: 0.993848, Obj: 0.034653, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705607, Class: 0.998243, Obj: 0.391236, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820245, Class: 0.999693, Obj: 0.830533, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787817, Class: 0.999020, Obj: 0.389826, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649391, Class: 0.994232, Obj: 0.157492, No Obj: 0.000079, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873164, Class: 0.996806, Obj: 0.661048, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.845591, Class: 0.999582, Obj: 0.931640, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809955, Class: 0.998972, Obj: 0.092798, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.912588, Class: 0.998581, Obj: 0.237160, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776405, Class: 0.998999, Obj: 0.321842, No Obj: 0.000200, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737960, Class: 0.998613, Obj: 0.150089, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790652, Class: 0.999366, Obj: 0.239892, No Obj: 0.000184, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3541: 0.292251, 0.343683 avg loss, 0.000100 rate, 3.922425 seconds, 226624 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828718, Class: 0.989741, Obj: 0.367932, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725694, Class: 0.997515, Obj: 0.081901, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703632, Class: 0.995202, Obj: 0.132161, No Obj: 0.000098, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.655908, Class: 0.996445, Obj: 0.145699, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807705, Class: 0.999316, Obj: 0.702413, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806981, Class: 0.996691, Obj: 0.344299, No Obj: 0.000206, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808124, Class: 0.993492, Obj: 0.136868, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779334, Class: 0.998624, Obj: 0.130143, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762713, Class: 0.997409, Obj: 0.132307, No Obj: 0.000176, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847074, Class: 0.999677, Obj: 0.073034, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803347, Class: 0.998237, Obj: 0.493148, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761395, Class: 0.999806, Obj: 0.955208, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787192, Class: 0.999239, Obj: 0.553489, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3542: 0.313808, 0.340696 avg loss, 0.000100 rate, 3.921349 seconds, 226688 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847444, Class: 0.994699, Obj: 0.438187, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.586111, Class: 0.990760, Obj: 0.023418, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922201, Class: 0.998638, Obj: 0.466328, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801103, Class: 0.997366, Obj: 0.154226, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.683773, Class: 0.995884, Obj: 0.105194, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.754777, Class: 0.996869, Obj: 0.018073, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725713, Class: 0.978255, Obj: 0.028429, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.784298, Class: 0.998906, Obj: 0.133989, No Obj: 0.000160, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713669, Class: 0.991423, Obj: 0.126304, No Obj: 0.000254, .5R: 1.000000, .75R: 0.400000, count: 5 Region 106 Avg IOU: 0.703514, Class: 0.995933, Obj: 0.108515, No Obj: 0.000202, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887709, Class: 0.999394, Obj: 0.421497, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834308, Class: 0.994370, Obj: 0.213042, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786262, Class: 0.996033, Obj: 0.357335, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000282, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765043, Class: 0.997086, Obj: 0.201792, No Obj: 0.000220, .5R: 0.909091, .75R: 0.818182, count: 11 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3543: 0.511784, 0.357805 avg loss, 0.000100 rate, 3.925769 seconds, 226752 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788921, Class: 0.999249, Obj: 0.041608, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813032, Class: 0.997575, Obj: 0.248269, No Obj: 0.000227, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773082, Class: 0.999003, Obj: 0.511943, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760584, Class: 0.996952, Obj: 0.292574, No Obj: 0.000106, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748990, Class: 0.997990, Obj: 0.296660, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753608, Class: 0.998824, Obj: 0.154137, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808624, Class: 0.988118, Obj: 0.250101, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828559, Class: 0.995926, Obj: 0.025725, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859493, Class: 0.998481, Obj: 0.935165, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.801970, Class: 0.998867, Obj: 0.054240, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832536, Class: 0.997177, Obj: 0.765014, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772820, Class: 0.995971, Obj: 0.241523, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820277, Class: 0.985052, Obj: 0.325179, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718691, Class: 0.997417, Obj: 0.161575, No Obj: 0.000154, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3544: 0.367044, 0.358729 avg loss, 0.000100 rate, 3.913335 seconds, 226816 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727836, Class: 0.997974, Obj: 0.503304, No Obj: 0.000102, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691958, Class: 0.998875, Obj: 0.143896, No Obj: 0.000100, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.846277, Class: 0.997821, Obj: 0.725975, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.935028, Class: 0.999905, Obj: 0.550793, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.901092, Class: 0.999511, Obj: 0.749370, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921377, Class: 0.999724, Obj: 0.951495, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836543, Class: 0.998207, Obj: 0.058196, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765189, Class: 0.999126, Obj: 0.680691, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.804476, Class: 0.996018, Obj: 0.232011, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832699, Class: 0.991003, Obj: 0.061891, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722949, Class: 0.992258, Obj: 0.216234, No Obj: 0.000151, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791933, Class: 0.997591, Obj: 0.013980, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758709, Class: 0.998401, Obj: 0.311842, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3545: 0.254886, 0.348344 avg loss, 0.000100 rate, 3.895049 seconds, 226880 images Loaded: 0.000086 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926680, Class: 0.986561, Obj: 0.215118, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826688, Class: 0.999009, Obj: 0.400224, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.433824, Class: 0.997297, Obj: 0.005427, No Obj: 0.000011, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797788, Class: 0.999909, Obj: 0.531190, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805210, Class: 0.996540, Obj: 0.084031, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911687, Class: 0.998419, Obj: 0.295435, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638975, Class: 0.998093, Obj: 0.072703, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919004, Class: 0.989418, Obj: 0.714576, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720974, Class: 0.996313, Obj: 0.220721, No Obj: 0.000125, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913374, Class: 0.999263, Obj: 0.571432, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792942, Class: 0.998362, Obj: 0.215503, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721149, Class: 0.997651, Obj: 0.100474, No Obj: 0.000118, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.863735, Class: 0.969065, Obj: 0.095351, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.845254, Class: 0.989986, Obj: 0.110672, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793521, Class: 0.997265, Obj: 0.516946, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3546: 0.279608, 0.341471 avg loss, 0.000100 rate, 3.923897 seconds, 226944 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805453, Class: 0.999310, Obj: 0.414813, No Obj: 0.000256, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.810377, Class: 0.998885, Obj: 0.055574, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.889571, Class: 0.999271, Obj: 0.906495, No Obj: 0.000630, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719533, Class: 0.995680, Obj: 0.044699, No Obj: 0.000128, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792080, Class: 0.997940, Obj: 0.173575, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.595516, Class: 0.992333, Obj: 0.097225, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776442, Class: 0.993258, Obj: 0.243554, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766398, Class: 0.997590, Obj: 0.363878, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.891092, Class: 0.998781, Obj: 0.316788, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768874, Class: 0.998325, Obj: 0.333298, No Obj: 0.000172, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751133, Class: 0.999966, Obj: 0.093803, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841099, Class: 0.995013, Obj: 0.046423, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820787, Class: 0.996108, Obj: 0.187396, No Obj: 0.000185, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3547: 0.324847, 0.339808 avg loss, 0.000100 rate, 3.922821 seconds, 227008 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.888412, Class: 0.997297, Obj: 0.466863, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.811062, Class: 0.997071, Obj: 0.222050, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880462, Class: 0.998420, Obj: 0.612849, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782298, Class: 0.994102, Obj: 0.282896, No Obj: 0.000365, .5R: 1.000000, .75R: 0.833333, count: 6 Region 106 Avg IOU: 0.842939, Class: 0.998621, Obj: 0.258572, No Obj: 0.000183, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.790617, Class: 0.991113, Obj: 0.605398, No Obj: 0.000568, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614654, Class: 0.997992, Obj: 0.093217, No Obj: 0.000074, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816948, Class: 0.999576, Obj: 0.882469, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832758, Class: 0.999647, Obj: 0.742059, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807564, Class: 0.995662, Obj: 0.017690, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647191, Class: 0.996507, Obj: 0.225781, No Obj: 0.000202, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734087, Class: 0.996634, Obj: 0.119641, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851048, Class: 0.999442, Obj: 0.701571, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851205, Class: 0.997843, Obj: 0.141105, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3548: 0.347378, 0.340565 avg loss, 0.000100 rate, 3.918578 seconds, 227072 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690087, Class: 0.986879, Obj: 0.186903, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.693292, Class: 0.994428, Obj: 0.275210, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712504, Class: 0.998450, Obj: 0.198811, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726881, Class: 0.998158, Obj: 0.433253, No Obj: 0.000173, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.599034, Class: 0.971174, Obj: 0.206095, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816243, Class: 0.987371, Obj: 0.016491, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734010, Class: 0.996898, Obj: 0.292157, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831321, Class: 0.998202, Obj: 0.634743, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764119, Class: 0.999745, Obj: 0.208036, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743166, Class: 0.989884, Obj: 0.136335, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.488687, Class: 0.972425, Obj: 0.000080, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849307, Class: 0.998624, Obj: 0.303919, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788292, Class: 0.998441, Obj: 0.435124, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768443, Class: 0.997291, Obj: 0.066863, No Obj: 0.000148, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.722202, Class: 0.995541, Obj: 0.152833, No Obj: 0.000062, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3549: 0.306693, 0.337178 avg loss, 0.000100 rate, 3.915473 seconds, 227136 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.811993, Class: 0.999252, Obj: 0.779206, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.824427, Class: 0.998616, Obj: 0.154284, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770964, Class: 0.997659, Obj: 0.347019, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842264, Class: 0.999247, Obj: 0.357423, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.822784, Class: 0.995860, Obj: 0.182966, No Obj: 0.000117, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912855, Class: 0.987893, Obj: 0.771273, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666583, Class: 0.997794, Obj: 0.019223, No Obj: 0.000104, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884478, Class: 0.998897, Obj: 0.684703, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672399, Class: 0.996567, Obj: 0.242745, No Obj: 0.000159, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782028, Class: 0.998697, Obj: 0.633809, No Obj: 0.000367, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848861, Class: 0.998212, Obj: 0.396461, No Obj: 0.000207, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839750, Class: 0.995287, Obj: 0.342130, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.665752, Class: 0.993709, Obj: 0.190330, No Obj: 0.000143, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750419, Class: 0.996346, Obj: 0.060809, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880001, Class: 0.999167, Obj: 0.741594, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816971, Class: 0.997201, Obj: 0.240054, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3550: 0.419805, 0.345441 avg loss, 0.000100 rate, 3.924441 seconds, 227200 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771692, Class: 0.995541, Obj: 0.289873, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686387, Class: 0.992650, Obj: 0.196273, No Obj: 0.000066, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859230, Class: 0.999786, Obj: 0.739841, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.896663, Class: 0.999178, Obj: 0.699441, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873847, Class: 0.999019, Obj: 0.100930, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713941, Class: 0.998858, Obj: 0.179780, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844860, Class: 0.999259, Obj: 0.690133, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839135, Class: 0.998822, Obj: 0.362855, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833983, Class: 0.998412, Obj: 0.124150, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724810, Class: 0.997896, Obj: 0.176193, No Obj: 0.000216, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782544, Class: 0.999158, Obj: 0.872481, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751948, Class: 0.995404, Obj: 0.299010, No Obj: 0.000167, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3551: 0.340935, 0.344990 avg loss, 0.000100 rate, 3.905435 seconds, 227264 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840691, Class: 0.988359, Obj: 0.183311, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730373, Class: 0.996421, Obj: 0.351573, No Obj: 0.000147, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756667, Class: 0.999573, Obj: 0.248496, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770260, Class: 0.989925, Obj: 0.037055, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781096, Class: 0.996885, Obj: 0.159735, No Obj: 0.000113, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855396, Class: 0.999179, Obj: 0.500582, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.676074, Class: 0.989932, Obj: 0.863580, No Obj: 0.000591, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617468, Class: 0.992170, Obj: 0.058201, No Obj: 0.000071, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807026, Class: 0.999828, Obj: 0.474581, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854795, Class: 0.997615, Obj: 0.255830, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.678471, Class: 0.999509, Obj: 0.860717, No Obj: 0.000390, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841439, Class: 0.997903, Obj: 0.325533, No Obj: 0.000147, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3552: 0.303592, 0.340850 avg loss, 0.000100 rate, 3.899806 seconds, 227328 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826220, Class: 0.995786, Obj: 0.356729, No Obj: 0.000570, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.792199, Class: 0.999183, Obj: 0.227483, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763233, Class: 0.996750, Obj: 0.275546, No Obj: 0.000190, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776678, Class: 0.991995, Obj: 0.172660, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738103, Class: 0.997655, Obj: 0.309076, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727173, Class: 0.993783, Obj: 0.315408, No Obj: 0.000165, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798642, Class: 0.992845, Obj: 0.143493, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000312, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926983, Class: 0.990410, Obj: 0.158215, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727848, Class: 0.999316, Obj: 0.274626, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848496, Class: 0.994860, Obj: 0.268858, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812851, Class: 0.999650, Obj: 0.497593, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671497, Class: 0.996407, Obj: 0.009221, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795920, Class: 0.998462, Obj: 0.279828, No Obj: 0.000183, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.789627, Class: 0.999003, Obj: 0.077702, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748788, Class: 0.995759, Obj: 0.273480, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3553: 0.337056, 0.340471 avg loss, 0.000100 rate, 3.922181 seconds, 227392 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898899, Class: 0.999003, Obj: 0.636944, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.601341, Class: 0.998882, Obj: 0.291313, No Obj: 0.000100, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786496, Class: 0.995483, Obj: 0.394793, No Obj: 0.000254, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.839914, Class: 0.999738, Obj: 0.526027, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774813, Class: 0.999214, Obj: 0.243219, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881109, Class: 0.994485, Obj: 0.298007, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748895, Class: 0.999252, Obj: 0.295601, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.507149, Class: 0.992327, Obj: 0.007629, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.853266, Class: 0.991211, Obj: 0.649063, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822497, Class: 0.992683, Obj: 0.120864, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814660, Class: 0.997721, Obj: 0.158283, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.578532, Class: 0.998018, Obj: 0.072200, No Obj: 0.000049, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896676, Class: 0.998607, Obj: 0.281993, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800040, Class: 0.998078, Obj: 0.386765, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802438, Class: 0.994306, Obj: 0.017481, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3554: 0.266731, 0.333097 avg loss, 0.000100 rate, 3.911796 seconds, 227456 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766018, Class: 0.992819, Obj: 0.866904, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.871281, Class: 0.996687, Obj: 0.188374, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826137, Class: 0.999215, Obj: 0.769052, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718059, Class: 0.998744, Obj: 0.450343, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772152, Class: 0.996018, Obj: 0.169087, No Obj: 0.000134, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.803625, Class: 0.994560, Obj: 0.182571, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.809974, Class: 0.999610, Obj: 0.836798, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.873521, Class: 0.999950, Obj: 0.942330, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.886862, Class: 0.997613, Obj: 0.349557, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874395, Class: 0.999784, Obj: 0.573155, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710527, Class: 0.998222, Obj: 0.187682, No Obj: 0.000130, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847583, Class: 0.997332, Obj: 0.264364, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790828, Class: 0.997727, Obj: 0.372113, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834625, Class: 0.998434, Obj: 0.327026, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000182, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737549, Class: 0.998805, Obj: 0.017652, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3555: 0.264620, 0.326249 avg loss, 0.000100 rate, 3.910721 seconds, 227520 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833067, Class: 0.999222, Obj: 0.455282, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.978553, Class: 0.996051, Obj: 0.065286, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753234, Class: 0.997248, Obj: 0.281533, No Obj: 0.000112, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.951448, Class: 0.998573, Obj: 0.704501, No Obj: 0.000448, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.848948, Class: 0.995016, Obj: 0.469189, No Obj: 0.000558, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.738412, Class: 0.996992, Obj: 0.173650, No Obj: 0.000221, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837860, Class: 0.998139, Obj: 0.249620, No Obj: 0.000128, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753067, Class: 0.990135, Obj: 0.609832, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883305, Class: 0.994242, Obj: 0.357322, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747902, Class: 0.997671, Obj: 0.335061, No Obj: 0.000138, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881485, Class: 0.995844, Obj: 0.074023, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762484, Class: 0.998830, Obj: 0.291845, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913242, Class: 0.994134, Obj: 0.522549, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777803, Class: 0.996139, Obj: 0.254885, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3556: 0.316216, 0.325246 avg loss, 0.000100 rate, 3.921986 seconds, 227584 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802026, Class: 0.996334, Obj: 0.411359, No Obj: 0.000394, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.751192, Class: 0.996707, Obj: 0.124971, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830186, Class: 0.997096, Obj: 0.255493, No Obj: 0.000172, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809960, Class: 0.999650, Obj: 0.197672, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763723, Class: 0.996402, Obj: 0.070756, No Obj: 0.000160, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775094, Class: 0.998668, Obj: 0.037510, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728055, Class: 0.999589, Obj: 0.197339, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762593, Class: 0.981637, Obj: 0.366594, No Obj: 0.000238, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868686, Class: 0.994006, Obj: 0.098332, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731269, Class: 0.995964, Obj: 0.141929, No Obj: 0.000104, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737376, Class: 0.998554, Obj: 0.450972, No Obj: 0.000217, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872044, Class: 0.998877, Obj: 0.135406, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749173, Class: 0.995076, Obj: 0.163748, No Obj: 0.000122, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3557: 0.441560, 0.336877 avg loss, 0.000100 rate, 3.925651 seconds, 227648 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.693001, Class: 0.998316, Obj: 0.118703, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740280, Class: 0.998809, Obj: 0.025186, No Obj: 0.000061, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685742, Class: 0.997902, Obj: 0.263020, No Obj: 0.000137, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727984, Class: 0.997164, Obj: 0.310021, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828850, Class: 0.999083, Obj: 0.608428, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.585481, Class: 0.989564, Obj: 0.319215, No Obj: 0.000579, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780954, Class: 0.999796, Obj: 0.680626, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792006, Class: 0.997613, Obj: 0.182281, No Obj: 0.000159, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.772817, Class: 0.999431, Obj: 0.890143, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823239, Class: 0.998354, Obj: 0.483198, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691887, Class: 0.993614, Obj: 0.076672, No Obj: 0.000142, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797085, Class: 0.997707, Obj: 0.442353, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786481, Class: 0.997183, Obj: 0.140579, No Obj: 0.000150, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771953, Class: 0.998265, Obj: 0.533058, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686568, Class: 0.995660, Obj: 0.195325, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3558: 0.436154, 0.346805 avg loss, 0.000100 rate, 3.922466 seconds, 227712 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840364, Class: 0.988922, Obj: 0.134788, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.497307, Class: 0.998977, Obj: 0.016973, No Obj: 0.000047, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858407, Class: 0.990667, Obj: 0.583410, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.792944, Class: 0.999171, Obj: 0.436337, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688382, Class: 0.993495, Obj: 0.054641, No Obj: 0.000126, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.842797, Class: 0.997720, Obj: 0.043222, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722889, Class: 0.983322, Obj: 0.231808, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.717473, Class: 0.998772, Obj: 0.245296, No Obj: 0.000108, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846659, Class: 0.995885, Obj: 0.726622, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728242, Class: 0.997826, Obj: 0.274406, No Obj: 0.000166, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855840, Class: 0.999317, Obj: 0.267114, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634239, Class: 0.990425, Obj: 0.064348, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.621693, Class: 0.998935, Obj: 0.196781, No Obj: 0.000125, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794978, Class: 0.985322, Obj: 0.180080, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675771, Class: 0.997566, Obj: 0.288415, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3559: 0.380390, 0.350163 avg loss, 0.000100 rate, 3.926472 seconds, 227776 images Loaded: 0.000071 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766501, Class: 0.994867, Obj: 0.655525, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783713, Class: 0.996741, Obj: 0.128229, No Obj: 0.000141, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.637015, Class: 0.999593, Obj: 0.378781, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.803827, Class: 0.997859, Obj: 0.091090, No Obj: 0.000073, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741661, Class: 0.998117, Obj: 0.325766, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824887, Class: 0.993474, Obj: 0.095489, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704901, Class: 0.990629, Obj: 0.205373, No Obj: 0.000104, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910397, Class: 0.999739, Obj: 0.891917, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787392, Class: 0.999516, Obj: 0.344639, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762091, Class: 0.997605, Obj: 0.206507, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829480, Class: 0.999717, Obj: 0.790793, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.625492, Class: 0.998069, Obj: 0.302803, No Obj: 0.000070, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3560: 0.306513, 0.345798 avg loss, 0.000100 rate, 3.908223 seconds, 227840 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.733360, Class: 0.987295, Obj: 0.126309, No Obj: 0.000361, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.861740, Class: 0.999823, Obj: 0.715215, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.669259, Class: 0.996142, Obj: 0.004268, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780371, Class: 0.989831, Obj: 0.039823, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.556479, Class: 0.993907, Obj: 0.159734, No Obj: 0.000082, .5R: 0.428571, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867920, Class: 0.999644, Obj: 0.878205, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831020, Class: 0.999129, Obj: 0.380529, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.558085, Class: 0.997595, Obj: 0.068585, No Obj: 0.000054, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.687557, Class: 0.995635, Obj: 0.090065, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626183, Class: 0.996376, Obj: 0.031081, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.756060, Class: 0.996391, Obj: 0.085081, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772699, Class: 0.998839, Obj: 0.487533, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.772584, Class: 0.999430, Obj: 0.745670, No Obj: 0.000731, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866499, Class: 0.994183, Obj: 0.674407, No Obj: 0.000392, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.850483, Class: 0.999367, Obj: 0.165241, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820918, Class: 0.986217, Obj: 0.000097, No Obj: 0.000002, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.307744, Class: 0.997300, Obj: 0.034696, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3561: 0.376474, 0.348866 avg loss, 0.000100 rate, 3.919187 seconds, 227904 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740043, Class: 0.999095, Obj: 0.234787, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832430, Class: 0.997409, Obj: 0.045009, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697883, Class: 0.997734, Obj: 0.243509, No Obj: 0.000145, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744976, Class: 0.994331, Obj: 0.024530, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791824, Class: 0.998662, Obj: 0.289360, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.743698, Class: 0.868702, Obj: 0.007264, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808572, Class: 0.997407, Obj: 0.019350, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887601, Class: 0.982160, Obj: 0.025173, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.629148, Class: 0.995786, Obj: 0.221158, No Obj: 0.000088, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807147, Class: 0.997822, Obj: 0.167560, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.688345, Class: 0.999697, Obj: 0.237822, No Obj: 0.000107, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.836016, Class: 0.999383, Obj: 0.309838, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725361, Class: 0.995569, Obj: 0.368359, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654198, Class: 0.995430, Obj: 0.073079, No Obj: 0.000106, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3562: 0.344668, 0.348446 avg loss, 0.000100 rate, 3.922127 seconds, 227968 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812418, Class: 0.998865, Obj: 0.145379, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765499, Class: 0.995708, Obj: 0.131200, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.647022, Class: 0.995445, Obj: 0.114184, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745153, Class: 0.998759, Obj: 0.252319, No Obj: 0.000085, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.808756, Class: 0.999541, Obj: 0.889023, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.841230, Class: 0.999451, Obj: 0.234560, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719070, Class: 0.997985, Obj: 0.149910, No Obj: 0.000116, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811397, Class: 0.993837, Obj: 0.540850, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832042, Class: 0.998048, Obj: 0.193228, No Obj: 0.000062, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818439, Class: 0.997242, Obj: 0.894116, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845784, Class: 0.999174, Obj: 0.526890, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706402, Class: 0.997602, Obj: 0.141517, No Obj: 0.000121, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.913522, Class: 0.996264, Obj: 0.147016, No Obj: 0.000359, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.915803, Class: 0.999390, Obj: 0.942113, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640990, Class: 0.995176, Obj: 0.212146, No Obj: 0.000110, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858027, Class: 0.999786, Obj: 0.799573, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766497, Class: 0.997994, Obj: 0.149146, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3563: 0.348420, 0.348444 avg loss, 0.000100 rate, 3.910793 seconds, 228032 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864788, Class: 0.999720, Obj: 0.730371, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.629927, Class: 0.995352, Obj: 0.067356, No Obj: 0.000097, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.829260, Class: 0.998676, Obj: 0.653264, No Obj: 0.000723, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843100, Class: 0.995495, Obj: 0.555321, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.631964, Class: 0.995966, Obj: 0.097741, No Obj: 0.000084, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864568, Class: 0.996146, Obj: 0.155584, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605547, Class: 0.997360, Obj: 0.127202, No Obj: 0.000063, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.841242, Class: 0.999359, Obj: 0.150870, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.822214, Class: 0.995698, Obj: 0.433373, No Obj: 0.000336, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.647798, Class: 0.996238, Obj: 0.206348, No Obj: 0.000085, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.730921, Class: 0.989779, Obj: 0.001677, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.874841, Class: 0.981163, Obj: 0.091180, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763370, Class: 0.998204, Obj: 0.214097, No Obj: 0.000121, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.801929, Class: 0.999391, Obj: 0.698217, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684514, Class: 0.996062, Obj: 0.011524, No Obj: 0.000058, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742482, Class: 0.997254, Obj: 0.507827, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755181, Class: 0.995204, Obj: 0.270944, No Obj: 0.000155, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858712, Class: 0.997296, Obj: 0.301535, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3564: 0.448853, 0.358485 avg loss, 0.000100 rate, 3.926521 seconds, 228096 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761593, Class: 0.993525, Obj: 0.463999, No Obj: 0.000385, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.872908, Class: 0.998215, Obj: 0.240701, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734591, Class: 0.996228, Obj: 0.262031, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823084, Class: 0.997771, Obj: 0.597098, No Obj: 0.000397, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.692056, Class: 0.998300, Obj: 0.297803, No Obj: 0.000120, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936004, Class: 0.999809, Obj: 0.399602, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781738, Class: 0.997873, Obj: 0.258359, No Obj: 0.000175, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.813304, Class: 0.985838, Obj: 0.816167, No Obj: 0.000474, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.875423, Class: 0.997876, Obj: 0.045549, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808250, Class: 0.996674, Obj: 0.293484, No Obj: 0.000146, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758200, Class: 0.996052, Obj: 0.059073, No Obj: 0.000134, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.777511, Class: 0.996920, Obj: 0.176726, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825364, Class: 0.998457, Obj: 0.906952, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762462, Class: 0.997324, Obj: 0.346603, No Obj: 0.000158, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864422, Class: 0.998546, Obj: 0.319835, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3565: 0.387803, 0.361416 avg loss, 0.000100 rate, 3.930764 seconds, 228160 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826386, Class: 0.996188, Obj: 0.239779, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.670305, Class: 0.999682, Obj: 0.975031, No Obj: 0.000343, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733779, Class: 0.995971, Obj: 0.265607, No Obj: 0.000226, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851361, Class: 0.996583, Obj: 0.269352, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838603, Class: 0.991980, Obj: 0.420253, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733321, Class: 0.994101, Obj: 0.150391, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797686, Class: 0.999767, Obj: 0.256984, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711397, Class: 0.997138, Obj: 0.166617, No Obj: 0.000191, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828037, Class: 0.994191, Obj: 0.207864, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808551, Class: 0.996633, Obj: 0.424478, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674991, Class: 0.996617, Obj: 0.138242, No Obj: 0.000129, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.862305, Class: 0.967063, Obj: 0.028132, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.816086, Class: 0.998558, Obj: 0.480839, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769601, Class: 0.998173, Obj: 0.228494, No Obj: 0.000150, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3566: 0.410883, 0.366363 avg loss, 0.000100 rate, 3.924332 seconds, 228224 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833221, Class: 0.996188, Obj: 0.456598, No Obj: 0.000307, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.906917, Class: 0.999523, Obj: 0.616927, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692372, Class: 0.998579, Obj: 0.142972, No Obj: 0.000140, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685814, Class: 0.999783, Obj: 0.014170, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727568, Class: 0.996696, Obj: 0.104176, No Obj: 0.000119, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678150, Class: 0.996233, Obj: 0.113180, No Obj: 0.000148, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.861635, Class: 0.999007, Obj: 0.557492, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.838435, Class: 0.990373, Obj: 0.633010, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.569990, Class: 0.995728, Obj: 0.069278, No Obj: 0.000090, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887495, Class: 0.996754, Obj: 0.520835, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716084, Class: 0.997392, Obj: 0.068079, No Obj: 0.000032, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911501, Class: 0.996536, Obj: 0.127665, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.497264, Class: 0.999316, Obj: 0.020288, No Obj: 0.000013, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.629426, Class: 0.998221, Obj: 0.260877, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.627805, Class: 0.998586, Obj: 0.129263, No Obj: 0.000129, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3567: 0.509130, 0.380640 avg loss, 0.000100 rate, 3.911680 seconds, 228288 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810380, Class: 0.998724, Obj: 0.444376, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.913650, Class: 0.997416, Obj: 0.310565, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776740, Class: 0.999770, Obj: 0.887203, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842503, Class: 0.999406, Obj: 0.635611, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833620, Class: 0.999280, Obj: 0.113876, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870694, Class: 0.997486, Obj: 0.177118, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725652, Class: 0.991632, Obj: 0.116279, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805294, Class: 0.993720, Obj: 0.066675, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779268, Class: 0.996017, Obj: 0.359205, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714219, Class: 0.999047, Obj: 0.040382, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.688307, Class: 0.996188, Obj: 0.198548, No Obj: 0.000134, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662504, Class: 0.998120, Obj: 0.833143, No Obj: 0.000283, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706625, Class: 0.996029, Obj: 0.212841, No Obj: 0.000233, .5R: 0.909091, .75R: 0.545455, count: 11 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3568: 0.361624, 0.378738 avg loss, 0.000100 rate, 3.922147 seconds, 228352 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746933, Class: 0.998044, Obj: 0.166648, No Obj: 0.000087, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898169, Class: 0.999323, Obj: 0.654390, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809907, Class: 0.998376, Obj: 0.282055, No Obj: 0.000197, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775584, Class: 0.996076, Obj: 0.412735, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.695120, Class: 0.996770, Obj: 0.058277, No Obj: 0.000093, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783029, Class: 0.995775, Obj: 0.367584, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.636888, Class: 0.987176, Obj: 0.036276, No Obj: 0.000083, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.798563, Class: 0.999057, Obj: 0.867143, No Obj: 0.000494, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000188, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658112, Class: 0.997725, Obj: 0.128484, No Obj: 0.000128, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904103, Class: 0.991896, Obj: 0.826585, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717214, Class: 0.999195, Obj: 0.442206, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.638986, Class: 0.997650, Obj: 0.849591, No Obj: 0.000358, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.673379, Class: 0.995114, Obj: 0.278941, No Obj: 0.000344, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.779326, Class: 0.995467, Obj: 0.022144, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870745, Class: 0.999824, Obj: 0.103248, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.858718, Class: 0.999058, Obj: 0.088557, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3569: 0.396780, 0.380542 avg loss, 0.000100 rate, 3.913889 seconds, 228416 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.811053, Class: 0.973493, Obj: 0.054956, No Obj: 0.000338, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753278, Class: 0.998637, Obj: 0.298751, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689158, Class: 0.999710, Obj: 0.936300, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.788115, Class: 0.995813, Obj: 0.214430, No Obj: 0.000127, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639474, Class: 0.989183, Obj: 0.048945, No Obj: 0.000098, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796605, Class: 0.999510, Obj: 0.294073, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736631, Class: 0.992984, Obj: 0.312436, No Obj: 0.000297, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.667048, Class: 0.997151, Obj: 0.042014, No Obj: 0.000079, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748327, Class: 0.996657, Obj: 0.340308, No Obj: 0.000110, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873251, Class: 0.999706, Obj: 0.946237, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838310, Class: 0.999012, Obj: 0.163318, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3570: 0.319246, 0.374413 avg loss, 0.000100 rate, 3.922267 seconds, 228480 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901353, Class: 0.995281, Obj: 0.556722, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758027, Class: 0.999395, Obj: 0.215354, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840911, Class: 0.995063, Obj: 0.180778, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.668518, Class: 0.998863, Obj: 0.034841, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.804411, Class: 0.998647, Obj: 0.186951, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.900278, Class: 0.996804, Obj: 0.561888, No Obj: 0.000357, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794162, Class: 0.995020, Obj: 0.198643, No Obj: 0.000211, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.808820, Class: 0.999639, Obj: 0.536096, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673077, Class: 0.996266, Obj: 0.046557, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860049, Class: 0.999913, Obj: 0.891432, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843233, Class: 0.996488, Obj: 0.148124, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.784457, Class: 0.999648, Obj: 0.929981, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.897303, Class: 0.999260, Obj: 0.340586, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591651, Class: 0.998277, Obj: 0.516426, No Obj: 0.000107, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865935, Class: 0.999570, Obj: 0.038309, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815204, Class: 0.996402, Obj: 0.061312, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.520901, Class: 0.997710, Obj: 0.189892, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808625, Class: 0.998537, Obj: 0.106814, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3571: 0.307794, 0.367751 avg loss, 0.000100 rate, 3.920192 seconds, 228544 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823212, Class: 0.992711, Obj: 0.029864, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777405, Class: 0.998489, Obj: 0.063537, No Obj: 0.000057, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858720, Class: 0.998653, Obj: 0.414663, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678205, Class: 0.997255, Obj: 0.097143, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.958840, Class: 0.996663, Obj: 0.367994, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788626, Class: 0.997371, Obj: 0.263619, No Obj: 0.000144, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862835, Class: 0.989349, Obj: 0.355185, No Obj: 0.000281, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.716342, Class: 0.997403, Obj: 0.111864, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869463, Class: 0.995407, Obj: 0.592430, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855528, Class: 0.999100, Obj: 0.230143, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.684896, Class: 0.996135, Obj: 0.370268, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.908244, Class: 0.993122, Obj: 0.581556, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.647165, Class: 0.995178, Obj: 0.016479, No Obj: 0.000024, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744152, Class: 0.994921, Obj: 0.515116, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.760893, Class: 0.986681, Obj: 0.057752, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3572: 0.361670, 0.367143 avg loss, 0.000100 rate, 3.919164 seconds, 228608 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796849, Class: 0.995703, Obj: 0.282271, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772498, Class: 0.996910, Obj: 0.331555, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000267, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700906, Class: 0.993731, Obj: 0.325286, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.804470, Class: 0.994437, Obj: 0.303965, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783624, Class: 0.991236, Obj: 0.534915, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685558, Class: 0.996179, Obj: 0.132864, No Obj: 0.000181, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810963, Class: 0.998151, Obj: 0.145296, No Obj: 0.000107, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715901, Class: 0.998731, Obj: 0.027007, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818436, Class: 0.998898, Obj: 0.201978, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745889, Class: 0.997462, Obj: 0.077761, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805399, Class: 0.998743, Obj: 0.323795, No Obj: 0.000124, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915875, Class: 0.999233, Obj: 0.589817, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748644, Class: 0.996280, Obj: 0.274163, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3573: 0.335157, 0.363944 avg loss, 0.000100 rate, 3.920731 seconds, 228672 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835823, Class: 0.996153, Obj: 0.449646, No Obj: 0.000365, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.809987, Class: 0.997752, Obj: 0.269986, No Obj: 0.000170, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696334, Class: 0.999488, Obj: 0.128368, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853558, Class: 0.999688, Obj: 0.293135, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945823, Class: 0.990297, Obj: 0.414075, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717225, Class: 0.998277, Obj: 0.088709, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792848, Class: 0.997869, Obj: 0.227391, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715531, Class: 0.999536, Obj: 0.266928, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.726654, Class: 0.998134, Obj: 0.133892, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.435217, Class: 0.996337, Obj: 0.120047, No Obj: 0.000116, .5R: 0.250000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644960, Class: 0.999063, Obj: 0.055715, No Obj: 0.000044, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3574: 0.272110, 0.354761 avg loss, 0.000100 rate, 3.922876 seconds, 228736 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828782, Class: 0.999349, Obj: 0.730040, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671355, Class: 0.998421, Obj: 0.170377, No Obj: 0.000153, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772630, Class: 0.997835, Obj: 0.188480, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802447, Class: 0.996933, Obj: 0.329479, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.832239, Class: 0.997973, Obj: 0.199109, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855562, Class: 0.997343, Obj: 0.475814, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777148, Class: 0.997666, Obj: 0.210825, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694686, Class: 0.997187, Obj: 0.100829, No Obj: 0.000102, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785786, Class: 0.996980, Obj: 0.337270, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774724, Class: 0.995422, Obj: 0.132406, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764498, Class: 0.997531, Obj: 0.197066, No Obj: 0.000175, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855479, Class: 0.989875, Obj: 0.356013, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.884314, Class: 0.997849, Obj: 0.341875, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3575: 0.338669, 0.353152 avg loss, 0.000100 rate, 3.921099 seconds, 228800 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664668, Class: 0.987775, Obj: 0.286179, No Obj: 0.000173, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.796084, Class: 0.999680, Obj: 0.851029, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798928, Class: 0.999162, Obj: 0.222748, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.512515, Class: 0.998752, Obj: 0.044140, No Obj: 0.000071, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838343, Class: 0.999413, Obj: 0.776586, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.858207, Class: 0.994276, Obj: 0.082488, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836736, Class: 0.997668, Obj: 0.228736, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926817, Class: 0.999286, Obj: 0.827649, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680353, Class: 0.998360, Obj: 0.177952, No Obj: 0.000093, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677195, Class: 0.997724, Obj: 0.094838, No Obj: 0.000057, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809763, Class: 0.999247, Obj: 0.270501, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727383, Class: 0.994908, Obj: 0.235201, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843743, Class: 0.998070, Obj: 0.140137, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3576: 0.342722, 0.352109 avg loss, 0.000100 rate, 3.930298 seconds, 228864 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724463, Class: 0.997628, Obj: 0.152008, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850934, Class: 0.998801, Obj: 0.500874, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780665, Class: 0.998417, Obj: 0.431390, No Obj: 0.000193, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833073, Class: 0.997988, Obj: 0.709476, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.923564, Class: 0.999318, Obj: 0.298837, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797046, Class: 0.997470, Obj: 0.143017, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.911334, Class: 0.999245, Obj: 0.772175, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.628610, Class: 0.988990, Obj: 0.022342, No Obj: 0.000012, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758992, Class: 0.994139, Obj: 0.109082, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.760755, Class: 0.998837, Obj: 0.493702, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.836630, Class: 0.999970, Obj: 0.834462, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825557, Class: 0.998292, Obj: 0.060430, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892222, Class: 0.992619, Obj: 0.602579, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728796, Class: 0.997692, Obj: 0.177965, No Obj: 0.000111, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.892947, Class: 0.996575, Obj: 0.872590, No Obj: 0.000392, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.699096, Class: 0.986422, Obj: 0.047115, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.703448, Class: 0.995051, Obj: 0.155912, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3577: 0.276486, 0.344546 avg loss, 0.000100 rate, 3.914682 seconds, 228928 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914199, Class: 0.999125, Obj: 0.588043, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711777, Class: 0.970745, Obj: 0.314813, No Obj: 0.000234, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713977, Class: 0.999132, Obj: 0.758547, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701830, Class: 0.999278, Obj: 0.271095, No Obj: 0.000074, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718448, Class: 0.990993, Obj: 0.045931, No Obj: 0.000076, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783217, Class: 0.997456, Obj: 0.201901, No Obj: 0.000192, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760030, Class: 0.997400, Obj: 0.173842, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690153, Class: 0.996337, Obj: 0.124343, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906448, Class: 0.999203, Obj: 0.877141, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.791543, Class: 0.998698, Obj: 0.197431, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885142, Class: 0.996776, Obj: 0.495049, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713214, Class: 0.994542, Obj: 0.082611, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3578: 0.393412, 0.349433 avg loss, 0.000100 rate, 3.914906 seconds, 228992 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692100, Class: 0.997196, Obj: 0.313268, No Obj: 0.000146, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897703, Class: 0.999458, Obj: 0.820954, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756265, Class: 0.996348, Obj: 0.358803, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902035, Class: 0.994591, Obj: 0.011900, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751257, Class: 0.995581, Obj: 0.067672, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.848984, Class: 0.997952, Obj: 0.929120, No Obj: 0.000456, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792603, Class: 0.980524, Obj: 0.151273, No Obj: 0.000107, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.954881, Class: 0.997772, Obj: 0.095258, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863669, Class: 0.999189, Obj: 0.104826, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.644251, Class: 0.999899, Obj: 0.090774, No Obj: 0.000097, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751318, Class: 0.998314, Obj: 0.181500, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802354, Class: 0.999475, Obj: 0.616951, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761247, Class: 0.996730, Obj: 0.119541, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3579: 0.285463, 0.343036 avg loss, 0.000100 rate, 3.920411 seconds, 229056 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.883247, Class: 0.996470, Obj: 0.046751, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771321, Class: 0.997794, Obj: 0.232190, No Obj: 0.000185, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.899326, Class: 0.997097, Obj: 0.070036, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.894691, Class: 0.998381, Obj: 0.608363, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743030, Class: 0.998565, Obj: 0.232870, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807982, Class: 0.995350, Obj: 0.476802, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738263, Class: 0.993012, Obj: 0.209068, No Obj: 0.000105, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.656312, Class: 0.999500, Obj: 0.157957, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866710, Class: 0.996796, Obj: 0.874043, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738341, Class: 0.997348, Obj: 0.273725, No Obj: 0.000123, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841466, Class: 0.994273, Obj: 0.661195, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820753, Class: 0.998683, Obj: 0.121454, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773882, Class: 0.999130, Obj: 0.195311, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778689, Class: 0.997360, Obj: 0.117977, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853042, Class: 0.997968, Obj: 0.516917, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3580: 0.366213, 0.345354 avg loss, 0.000100 rate, 3.914881 seconds, 229120 images Loaded: 0.000091 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648941, Class: 0.999100, Obj: 0.060628, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862126, Class: 0.999203, Obj: 0.045676, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829671, Class: 0.998608, Obj: 0.257634, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.769963, Class: 0.992611, Obj: 0.636474, No Obj: 0.000451, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815605, Class: 0.999798, Obj: 0.355776, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834709, Class: 0.997544, Obj: 0.338096, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842892, Class: 0.999846, Obj: 0.887263, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786651, Class: 0.994758, Obj: 0.039679, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718701, Class: 0.999448, Obj: 0.503304, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906934, Class: 0.999063, Obj: 0.210188, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688428, Class: 0.997393, Obj: 0.427210, No Obj: 0.000168, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834312, Class: 0.998639, Obj: 0.641235, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.841042, Class: 0.996474, Obj: 0.486705, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.663882, Class: 0.977463, Obj: 0.338178, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747974, Class: 0.999017, Obj: 0.147718, No Obj: 0.000058, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708533, Class: 0.999204, Obj: 0.022187, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3581: 0.240367, 0.334855 avg loss, 0.000100 rate, 3.930896 seconds, 229184 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.591943, Class: 0.996665, Obj: 0.192489, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.566007, Class: 0.995970, Obj: 0.104623, No Obj: 0.000038, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851412, Class: 0.993732, Obj: 0.119782, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857571, Class: 0.999279, Obj: 0.223924, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865577, Class: 0.999558, Obj: 0.461851, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904003, Class: 0.996069, Obj: 0.314442, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750841, Class: 0.999119, Obj: 0.231893, No Obj: 0.000206, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.871470, Class: 0.999323, Obj: 0.729858, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.795997, Class: 0.999790, Obj: 0.069931, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773904, Class: 0.997455, Obj: 0.164811, No Obj: 0.000128, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875982, Class: 0.999384, Obj: 0.919621, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716623, Class: 0.997935, Obj: 0.078298, No Obj: 0.000116, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.676752, Class: 0.990400, Obj: 0.314171, No Obj: 0.000712, .5R: 0.666667, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843522, Class: 0.998173, Obj: 0.175283, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.922880, Class: 0.990491, Obj: 0.009678, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748317, Class: 0.997781, Obj: 0.197421, No Obj: 0.000150, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3582: 0.296948, 0.331064 avg loss, 0.000100 rate, 3.929179 seconds, 229248 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851358, Class: 0.999608, Obj: 0.741286, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672605, Class: 0.995806, Obj: 0.293745, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879320, Class: 0.995809, Obj: 0.695848, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776046, Class: 0.998392, Obj: 0.314520, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834557, Class: 0.999559, Obj: 0.875532, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708313, Class: 0.996821, Obj: 0.182690, No Obj: 0.000171, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706685, Class: 0.993388, Obj: 0.220180, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769052, Class: 0.999382, Obj: 0.968196, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593688, Class: 0.998190, Obj: 0.040781, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908321, Class: 0.995293, Obj: 0.423665, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714693, Class: 0.998829, Obj: 0.496114, No Obj: 0.000147, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.898162, Class: 0.998020, Obj: 0.153844, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3583: 0.268073, 0.324765 avg loss, 0.000100 rate, 3.909108 seconds, 229312 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871486, Class: 0.996592, Obj: 0.320714, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865712, Class: 0.997064, Obj: 0.150012, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.703222, Class: 0.989689, Obj: 0.189029, No Obj: 0.000495, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.571681, Class: 0.998913, Obj: 0.487480, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.693546, Class: 0.996570, Obj: 0.137005, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839009, Class: 0.997293, Obj: 0.018968, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.836909, Class: 0.999313, Obj: 0.402372, No Obj: 0.000198, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680971, Class: 0.996783, Obj: 0.207619, No Obj: 0.000103, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787863, Class: 0.995680, Obj: 0.300813, No Obj: 0.000556, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.760536, Class: 0.998504, Obj: 0.147075, No Obj: 0.000175, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879694, Class: 0.993594, Obj: 0.475052, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.662519, Class: 0.997920, Obj: 0.167520, No Obj: 0.000131, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.867955, Class: 0.999291, Obj: 0.843334, No Obj: 0.000431, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.522442, Class: 0.998779, Obj: 0.019502, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3584: 0.378344, 0.330123 avg loss, 0.000100 rate, 3.937121 seconds, 229376 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.830843, Class: 0.987699, Obj: 0.018285, No Obj: 0.000338, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817117, Class: 0.999480, Obj: 0.228817, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726285, Class: 0.995255, Obj: 0.227993, No Obj: 0.000157, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.738364, Class: 0.999497, Obj: 0.652274, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641761, Class: 0.995913, Obj: 0.171459, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.760420, Class: 0.995657, Obj: 0.275399, No Obj: 0.000270, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.914992, Class: 0.998535, Obj: 0.718013, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674963, Class: 0.998423, Obj: 0.297296, No Obj: 0.000137, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802918, Class: 0.986848, Obj: 0.124217, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.532741, Class: 0.997936, Obj: 0.397744, No Obj: 0.000120, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.722468, Class: 0.994273, Obj: 0.270416, No Obj: 0.000322, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714933, Class: 0.992635, Obj: 0.021749, No Obj: 0.000082, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.630201, Class: 0.994602, Obj: 0.027377, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.696157, Class: 0.999370, Obj: 0.171173, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3585: 0.346630, 0.331774 avg loss, 0.000100 rate, 3.932843 seconds, 229440 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674220, Class: 0.994792, Obj: 0.191006, No Obj: 0.000386, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.806230, Class: 0.997253, Obj: 0.219109, No Obj: 0.000138, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724681, Class: 0.998890, Obj: 0.754839, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826265, Class: 0.998844, Obj: 0.482364, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797239, Class: 0.999704, Obj: 0.791993, No Obj: 0.000269, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.711640, Class: 0.995770, Obj: 0.119617, No Obj: 0.000113, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.676277, Class: 0.997472, Obj: 0.787414, No Obj: 0.000309, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.904465, Class: 0.999908, Obj: 0.990703, No Obj: 0.000226, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598431, Class: 0.996533, Obj: 0.206946, No Obj: 0.000118, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799798, Class: 0.999101, Obj: 0.346190, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840623, Class: 0.979899, Obj: 0.289219, No Obj: 0.000355, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.818666, Class: 0.998811, Obj: 0.224292, No Obj: 0.000183, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.764401, Class: 0.992242, Obj: 0.005278, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.822392, Class: 0.992748, Obj: 0.379166, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.836254, Class: 0.997880, Obj: 0.255474, No Obj: 0.000153, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891056, Class: 0.997963, Obj: 0.934530, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728071, Class: 0.997697, Obj: 0.396124, No Obj: 0.000128, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3586: 0.385709, 0.337167 avg loss, 0.000100 rate, 3.934278 seconds, 229504 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807141, Class: 0.997494, Obj: 0.243137, No Obj: 0.000177, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866085, Class: 0.997750, Obj: 0.408948, No Obj: 0.000188, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837365, Class: 0.999546, Obj: 0.447249, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.877940, Class: 0.999241, Obj: 0.365575, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806073, Class: 0.999980, Obj: 0.260779, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.615816, Class: 0.998536, Obj: 0.139103, No Obj: 0.000080, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733607, Class: 0.996605, Obj: 0.146903, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774555, Class: 0.998789, Obj: 0.283199, No Obj: 0.000187, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811846, Class: 0.999873, Obj: 0.562966, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721102, Class: 0.997671, Obj: 0.348341, No Obj: 0.000179, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902563, Class: 0.992309, Obj: 0.105523, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735139, Class: 0.997286, Obj: 0.294668, No Obj: 0.000145, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3587: 0.378523, 0.341303 avg loss, 0.000100 rate, 3.912415 seconds, 229568 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791336, Class: 0.997462, Obj: 0.427937, No Obj: 0.000181, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000243, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771038, Class: 0.996212, Obj: 0.427026, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737873, Class: 0.997756, Obj: 0.207714, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.823822, Class: 0.998974, Obj: 0.815430, No Obj: 0.000478, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850152, Class: 0.998313, Obj: 0.218005, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905193, Class: 0.999907, Obj: 0.942873, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820642, Class: 0.997600, Obj: 0.235329, No Obj: 0.000229, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841663, Class: 0.996254, Obj: 0.320323, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.763017, Class: 0.991062, Obj: 0.251575, No Obj: 0.000234, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806906, Class: 0.996754, Obj: 0.119455, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865970, Class: 0.995072, Obj: 0.594876, No Obj: 0.000386, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715026, Class: 0.998746, Obj: 0.125201, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844957, Class: 0.999459, Obj: 0.585261, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3588: 0.326125, 0.339785 avg loss, 0.000100 rate, 3.924765 seconds, 229632 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.826014, Class: 0.999332, Obj: 0.620507, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.649742, Class: 0.997983, Obj: 0.068624, No Obj: 0.000118, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732702, Class: 0.996229, Obj: 0.359730, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773997, Class: 0.994340, Obj: 0.179624, No Obj: 0.000218, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000216, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858374, Class: 0.998433, Obj: 0.646345, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838071, Class: 0.998011, Obj: 0.312943, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696014, Class: 0.999070, Obj: 0.006722, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.792437, Class: 0.994140, Obj: 0.822325, No Obj: 0.000495, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825240, Class: 0.998509, Obj: 0.346874, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.790898, Class: 0.999450, Obj: 0.644575, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887497, Class: 0.998362, Obj: 0.539260, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.785771, Class: 0.996564, Obj: 0.276890, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.587196, Class: 0.997593, Obj: 0.045623, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.821433, Class: 0.995296, Obj: 0.109984, No Obj: 0.000156, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818055, Class: 0.996335, Obj: 0.115408, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.883933, Class: 0.999334, Obj: 0.256785, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3589: 0.372182, 0.343025 avg loss, 0.000100 rate, 3.926160 seconds, 229696 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838683, Class: 0.997739, Obj: 0.827951, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762542, Class: 0.995745, Obj: 0.021136, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.761920, Class: 0.999734, Obj: 0.974822, No Obj: 0.000463, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762243, Class: 0.998639, Obj: 0.213845, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921717, Class: 0.992471, Obj: 0.141120, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783265, Class: 0.996510, Obj: 0.100785, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.897830, Class: 0.975476, Obj: 0.827621, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790199, Class: 0.997079, Obj: 0.176976, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840018, Class: 0.996763, Obj: 0.065066, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786999, Class: 0.985057, Obj: 0.011420, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804618, Class: 0.996032, Obj: 0.396258, No Obj: 0.000244, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797664, Class: 0.998346, Obj: 0.335143, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.791136, Class: 0.974402, Obj: 0.172103, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798917, Class: 0.957137, Obj: 0.000064, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788926, Class: 0.998497, Obj: 0.414202, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802689, Class: 0.992058, Obj: 0.221457, No Obj: 0.000139, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.625325, Class: 0.992116, Obj: 0.041996, No Obj: 0.000194, .5R: 0.666667, .75R: 0.333333, count: 9 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3590: 0.387362, 0.347458 avg loss, 0.000100 rate, 3.913015 seconds, 229760 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786192, Class: 0.999625, Obj: 0.848925, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650924, Class: 0.995331, Obj: 0.111402, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876269, Class: 0.988980, Obj: 0.040067, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707110, Class: 0.997719, Obj: 0.179711, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847790, Class: 0.999935, Obj: 0.672208, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775355, Class: 0.997180, Obj: 0.252953, No Obj: 0.000182, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823842, Class: 0.997638, Obj: 0.142851, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.727599, Class: 0.994257, Obj: 0.024935, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866536, Class: 0.999831, Obj: 0.566783, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.732851, Class: 0.999036, Obj: 0.277609, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.844692, Class: 0.998041, Obj: 0.160437, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.905462, Class: 0.999181, Obj: 0.423036, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.793704, Class: 0.999145, Obj: 0.509811, No Obj: 0.000329, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.857437, Class: 0.998825, Obj: 0.684817, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.758424, Class: 0.998874, Obj: 0.301016, No Obj: 0.000165, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831051, Class: 0.994341, Obj: 0.454261, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839221, Class: 0.998351, Obj: 0.570012, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3591: 0.272027, 0.339915 avg loss, 0.000100 rate, 3.918726 seconds, 229824 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819515, Class: 0.997786, Obj: 0.866778, No Obj: 0.000358, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.715641, Class: 0.994246, Obj: 0.071518, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.670741, Class: 0.990470, Obj: 0.839375, No Obj: 0.000472, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763851, Class: 0.998457, Obj: 0.254644, No Obj: 0.000162, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783586, Class: 0.992435, Obj: 0.322294, No Obj: 0.000367, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.735951, Class: 0.996606, Obj: 0.016858, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.797259, Class: 0.999508, Obj: 0.829192, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777721, Class: 0.998479, Obj: 0.066225, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.585071, Class: 0.994838, Obj: 0.123989, No Obj: 0.000160, .5R: 0.750000, .75R: 0.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854414, Class: 0.996303, Obj: 0.211237, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796008, Class: 0.998613, Obj: 0.254821, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834812, Class: 0.994917, Obj: 0.099052, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787620, Class: 0.995596, Obj: 0.062206, No Obj: 0.000097, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887529, Class: 0.996948, Obj: 0.614496, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.646035, Class: 0.996883, Obj: 0.056039, No Obj: 0.000069, .5R: 0.750000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.635489, Class: 0.989712, Obj: 0.516776, No Obj: 0.000311, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.721728, Class: 0.999385, Obj: 0.069678, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.554382, Class: 0.995439, Obj: 0.060362, No Obj: 0.000105, .5R: 0.500000, .75R: 0.333333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3592: 0.563924, 0.362316 avg loss, 0.000100 rate, 3.923813 seconds, 229888 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764943, Class: 0.983899, Obj: 0.074740, No Obj: 0.000302, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.772553, Class: 0.998493, Obj: 0.305403, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870761, Class: 0.998610, Obj: 0.904267, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737258, Class: 0.997718, Obj: 0.314692, No Obj: 0.000212, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816184, Class: 0.999664, Obj: 0.250652, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.867828, Class: 0.997323, Obj: 0.751946, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862240, Class: 0.993828, Obj: 0.118634, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.898672, Class: 0.998586, Obj: 0.237350, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.763760, Class: 0.997452, Obj: 0.388298, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.654905, Class: 0.996440, Obj: 0.072100, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.834429, Class: 0.997862, Obj: 0.359425, No Obj: 0.000161, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718822, Class: 0.995392, Obj: 0.281736, No Obj: 0.000352, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.689594, Class: 0.993405, Obj: 0.253475, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684773, Class: 0.999497, Obj: 0.259664, No Obj: 0.000101, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700227, Class: 0.997051, Obj: 0.165484, No Obj: 0.000225, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776787, Class: 0.998827, Obj: 0.218242, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3593: 0.370435, 0.363128 avg loss, 0.000100 rate, 3.924275 seconds, 229952 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905956, Class: 0.991858, Obj: 0.159608, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741162, Class: 0.996891, Obj: 0.004588, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879787, Class: 0.993610, Obj: 0.395285, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807184, Class: 0.999619, Obj: 0.367601, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868163, Class: 0.998831, Obj: 0.482307, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831755, Class: 0.998320, Obj: 0.339249, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678707, Class: 0.994096, Obj: 0.076286, No Obj: 0.000134, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814539, Class: 0.993348, Obj: 0.154125, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.635972, Class: 0.984014, Obj: 0.305261, No Obj: 0.000208, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740397, Class: 0.998801, Obj: 0.514242, No Obj: 0.000144, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743599, Class: 0.997836, Obj: 0.830120, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769711, Class: 0.998429, Obj: 0.090041, No Obj: 0.000129, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757723, Class: 0.999335, Obj: 0.670724, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812603, Class: 0.998019, Obj: 0.451702, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782805, Class: 0.992525, Obj: 0.186825, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788470, Class: 0.998356, Obj: 0.299308, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3594: 0.260783, 0.352894 avg loss, 0.000100 rate, 3.925268 seconds, 230016 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821352, Class: 0.999752, Obj: 0.537152, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741826, Class: 0.998858, Obj: 0.295767, No Obj: 0.000178, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860939, Class: 0.999526, Obj: 0.462841, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798121, Class: 0.992472, Obj: 0.006671, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.860360, Class: 0.995911, Obj: 0.024422, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712443, Class: 0.996219, Obj: 0.156331, No Obj: 0.000108, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714486, Class: 0.994481, Obj: 0.240133, No Obj: 0.000145, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.784567, Class: 0.999534, Obj: 0.471226, No Obj: 0.000407, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794527, Class: 0.998021, Obj: 0.487200, No Obj: 0.000359, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.669562, Class: 0.996570, Obj: 0.022538, No Obj: 0.000099, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.707891, Class: 0.998928, Obj: 0.785997, No Obj: 0.000426, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641890, Class: 0.993685, Obj: 0.056302, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919562, Class: 0.999088, Obj: 0.922859, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789418, Class: 0.995489, Obj: 0.278670, No Obj: 0.000050, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905048, Class: 0.988022, Obj: 0.163505, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749468, Class: 0.999425, Obj: 0.294220, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3595: 0.370642, 0.354668 avg loss, 0.000100 rate, 3.908435 seconds, 230080 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755147, Class: 0.995896, Obj: 0.248535, No Obj: 0.000126, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706597, Class: 0.981674, Obj: 0.100524, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.748885, Class: 0.999472, Obj: 0.346536, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.789770, Class: 0.996781, Obj: 0.269527, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775194, Class: 0.987581, Obj: 0.302112, No Obj: 0.000406, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.826780, Class: 0.997398, Obj: 0.361584, No Obj: 0.000241, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875373, Class: 0.985668, Obj: 0.274598, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675616, Class: 0.997370, Obj: 0.092986, No Obj: 0.000087, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807449, Class: 0.997405, Obj: 0.101404, No Obj: 0.000098, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787080, Class: 0.992785, Obj: 0.162857, No Obj: 0.000117, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780001, Class: 0.994805, Obj: 0.417980, No Obj: 0.000461, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.753471, Class: 0.998492, Obj: 0.214898, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.546364, Class: 0.974450, Obj: 0.009074, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.728129, Class: 0.991083, Obj: 0.012846, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780368, Class: 0.999316, Obj: 0.033178, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3596: 0.366029, 0.355804 avg loss, 0.000100 rate, 3.920074 seconds, 230144 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.728741, Class: 0.990051, Obj: 0.835840, No Obj: 0.000384, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733341, Class: 0.996839, Obj: 0.059319, No Obj: 0.000052, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861790, Class: 0.989006, Obj: 0.209174, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.697171, Class: 0.993385, Obj: 0.092984, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835461, Class: 0.998828, Obj: 0.091060, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.889478, Class: 0.995673, Obj: 0.030660, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775036, Class: 0.992348, Obj: 0.260823, No Obj: 0.000410, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.694721, Class: 0.999075, Obj: 0.265796, No Obj: 0.000125, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834073, Class: 0.996116, Obj: 0.230429, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.780540, Class: 0.997081, Obj: 0.447113, No Obj: 0.000134, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729165, Class: 0.999524, Obj: 0.023845, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762803, Class: 0.991446, Obj: 0.495874, No Obj: 0.000345, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.807338, Class: 0.995740, Obj: 0.280622, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814103, Class: 0.996808, Obj: 0.068378, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683470, Class: 0.993826, Obj: 0.184318, No Obj: 0.000135, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3597: 0.412665, 0.361491 avg loss, 0.000100 rate, 3.924163 seconds, 230208 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.642655, Class: 0.997896, Obj: 0.368099, No Obj: 0.000365, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.859310, Class: 0.997198, Obj: 0.619818, No Obj: 0.000648, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.823567, Class: 0.992386, Obj: 0.213026, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799028, Class: 0.997971, Obj: 0.124578, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903088, Class: 0.992175, Obj: 0.776531, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824690, Class: 0.999113, Obj: 0.332600, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789446, Class: 0.995633, Obj: 0.106101, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847447, Class: 0.997719, Obj: 0.526283, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.883768, Class: 0.999367, Obj: 0.497871, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848061, Class: 0.999704, Obj: 0.550709, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.661698, Class: 0.993563, Obj: 0.167182, No Obj: 0.000079, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810109, Class: 0.998857, Obj: 0.300382, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3598: 0.250883, 0.350430 avg loss, 0.000100 rate, 3.921520 seconds, 230272 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769812, Class: 0.996728, Obj: 0.263264, No Obj: 0.000245, .5R: 0.916667, .75R: 0.750000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704847, Class: 0.991624, Obj: 0.021415, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.821302, Class: 0.995597, Obj: 0.066129, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802799, Class: 0.998808, Obj: 0.926998, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.844119, Class: 0.997314, Obj: 0.533038, No Obj: 0.000151, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.787861, Class: 0.996397, Obj: 0.586045, No Obj: 0.000545, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.648323, Class: 0.995945, Obj: 0.168219, No Obj: 0.000188, .5R: 1.000000, .75R: 0.000000, count: 4 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.875708, Class: 0.989344, Obj: 0.411017, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.768036, Class: 0.995162, Obj: 0.522528, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774243, Class: 0.994628, Obj: 0.106004, No Obj: 0.000108, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724143, Class: 0.999355, Obj: 0.610580, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.679968, Class: 0.999318, Obj: 0.003220, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850661, Class: 0.994392, Obj: 0.277139, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838571, Class: 0.994119, Obj: 0.600068, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743943, Class: 0.998588, Obj: 0.223444, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3599: 0.342602, 0.349647 avg loss, 0.000100 rate, 3.925393 seconds, 230336 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848118, Class: 0.999067, Obj: 0.309124, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573940, Class: 0.997042, Obj: 0.018099, No Obj: 0.000024, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946127, Class: 0.989726, Obj: 0.107605, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752274, Class: 0.997048, Obj: 0.251261, No Obj: 0.000129, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.918616, Class: 0.998428, Obj: 0.814465, No Obj: 0.000332, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.822888, Class: 0.992316, Obj: 0.269766, No Obj: 0.000341, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.590119, Class: 0.993923, Obj: 0.108305, No Obj: 0.000079, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.695514, Class: 0.997574, Obj: 0.048916, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836401, Class: 0.997953, Obj: 0.001120, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914462, Class: 0.999322, Obj: 0.940409, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848395, Class: 0.998679, Obj: 0.145150, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868905, Class: 0.999012, Obj: 0.405378, No Obj: 0.000443, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.788038, Class: 0.991609, Obj: 0.313146, No Obj: 0.000264, .5R: 1.000000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.699075, Class: 0.979806, Obj: 0.382586, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815101, Class: 0.999128, Obj: 0.089137, No Obj: 0.000100, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3600: 0.350433, 0.349726 avg loss, 0.000010 rate, 3.914364 seconds, 230400 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855051, Class: 0.995475, Obj: 0.298090, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830428, Class: 0.999499, Obj: 0.202029, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.651117, Class: 0.993213, Obj: 0.111733, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.836088, Class: 0.998391, Obj: 0.154338, No Obj: 0.000080, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.586576, Class: 0.940231, Obj: 0.201278, No Obj: 0.000591, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.827163, Class: 0.998129, Obj: 0.169079, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.607219, Class: 0.998526, Obj: 0.009262, No Obj: 0.000065, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770557, Class: 0.997610, Obj: 0.314542, No Obj: 0.000160, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.882037, Class: 0.998080, Obj: 0.735303, No Obj: 0.000390, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787754, Class: 0.994927, Obj: 0.143854, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835657, Class: 0.999730, Obj: 0.433891, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892156, Class: 0.993690, Obj: 0.500735, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.643580, Class: 0.998713, Obj: 0.051238, No Obj: 0.000069, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3601: 0.251765, 0.339930 avg loss, 0.000010 rate, 3.694696 seconds, 230464 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824991, Class: 0.999320, Obj: 0.483419, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770201, Class: 0.997337, Obj: 0.050453, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.658069, Class: 0.995396, Obj: 0.216452, No Obj: 0.000174, .5R: 0.500000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.756334, Class: 0.997588, Obj: 0.456269, No Obj: 0.000392, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.806901, Class: 0.996601, Obj: 0.074913, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.601891, Class: 0.989782, Obj: 0.056883, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748388, Class: 0.995428, Obj: 0.180357, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.772358, Class: 0.993748, Obj: 0.208301, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728567, Class: 0.999174, Obj: 0.145426, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686069, Class: 0.994671, Obj: 0.290512, No Obj: 0.000155, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.734373, Class: 0.985092, Obj: 0.090094, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.885538, Class: 0.998592, Obj: 0.425105, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755982, Class: 0.998904, Obj: 0.676341, No Obj: 0.000372, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.699068, Class: 0.996943, Obj: 0.086918, No Obj: 0.000167, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866169, Class: 0.999450, Obj: 0.535497, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807090, Class: 0.999201, Obj: 0.434322, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3602: 0.318796, 0.337816 avg loss, 0.000010 rate, 3.920918 seconds, 230528 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798097, Class: 0.992998, Obj: 0.261703, No Obj: 0.000511, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.665416, Class: 0.996101, Obj: 0.220447, No Obj: 0.000091, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847337, Class: 0.997441, Obj: 0.754776, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711070, Class: 0.997961, Obj: 0.218256, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.809979, Class: 0.996754, Obj: 0.393950, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808313, Class: 0.996417, Obj: 0.250455, No Obj: 0.000252, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.719592, Class: 0.996830, Obj: 0.159031, No Obj: 0.000174, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740038, Class: 0.979034, Obj: 0.000137, No Obj: 0.000110, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.861211, Class: 0.998325, Obj: 0.347826, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836748, Class: 0.999778, Obj: 0.616997, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.908132, Class: 0.999591, Obj: 0.435861, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842862, Class: 0.996986, Obj: 0.274951, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743545, Class: 0.951707, Obj: 0.047906, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738850, Class: 0.997738, Obj: 0.193755, No Obj: 0.000138, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806787, Class: 0.999585, Obj: 0.302137, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728904, Class: 0.993852, Obj: 0.238399, No Obj: 0.000125, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3603: 0.409824, 0.345017 avg loss, 0.000010 rate, 3.914916 seconds, 230592 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715514, Class: 0.997962, Obj: 0.035866, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812387, Class: 0.988991, Obj: 0.099257, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818029, Class: 0.999765, Obj: 0.966722, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849967, Class: 0.997791, Obj: 0.158316, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915693, Class: 0.992876, Obj: 0.276367, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.878000, Class: 0.998708, Obj: 0.416963, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782671, Class: 0.991417, Obj: 0.032270, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726769, Class: 0.995796, Obj: 0.371103, No Obj: 0.000116, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713819, Class: 0.997774, Obj: 0.027843, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.839047, Class: 0.998668, Obj: 0.124086, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723243, Class: 0.999183, Obj: 0.001678, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783459, Class: 0.996746, Obj: 0.189979, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819517, Class: 0.999464, Obj: 0.461959, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3604: 0.280459, 0.338561 avg loss, 0.000010 rate, 3.923762 seconds, 230656 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824610, Class: 0.996212, Obj: 0.143755, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.632610, Class: 0.996414, Obj: 0.150491, No Obj: 0.000148, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677717, Class: 0.996728, Obj: 0.040145, No Obj: 0.000056, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865815, Class: 0.998611, Obj: 0.349844, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844703, Class: 0.999964, Obj: 0.114011, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828802, Class: 0.991030, Obj: 0.064758, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869406, Class: 0.998493, Obj: 0.597450, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857088, Class: 0.997379, Obj: 0.285646, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742017, Class: 0.994820, Obj: 0.042692, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843457, Class: 0.999201, Obj: 0.212918, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771322, Class: 0.999433, Obj: 0.285978, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3605: 0.271490, 0.331854 avg loss, 0.000010 rate, 3.905425 seconds, 230720 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754103, Class: 0.997526, Obj: 0.543906, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642524, Class: 0.997977, Obj: 0.171493, No Obj: 0.000075, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876618, Class: 0.993540, Obj: 0.448130, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639417, Class: 0.998559, Obj: 0.386035, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831408, Class: 0.999564, Obj: 0.875346, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785363, Class: 0.986148, Obj: 0.144003, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713396, Class: 0.996997, Obj: 0.684568, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756733, Class: 0.996888, Obj: 0.258504, No Obj: 0.000166, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835854, Class: 0.982820, Obj: 0.338612, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685384, Class: 0.997170, Obj: 0.166666, No Obj: 0.000086, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783007, Class: 0.998565, Obj: 0.951058, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661727, Class: 0.996058, Obj: 0.099018, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3606: 0.270020, 0.325671 avg loss, 0.000010 rate, 3.909356 seconds, 230784 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812207, Class: 0.999264, Obj: 0.280359, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870106, Class: 0.996033, Obj: 0.173441, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.839787, Class: 0.991442, Obj: 0.078360, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837886, Class: 0.999519, Obj: 0.095246, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.884267, Class: 0.999491, Obj: 0.960056, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.800829, Class: 0.994361, Obj: 0.328193, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.492156, Class: 0.996934, Obj: 0.065041, No Obj: 0.000035, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822931, Class: 0.997269, Obj: 0.678768, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685721, Class: 0.995542, Obj: 0.139855, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876399, Class: 0.999252, Obj: 0.167720, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783217, Class: 0.998087, Obj: 0.489445, No Obj: 0.000202, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778083, Class: 0.992959, Obj: 0.335979, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.851352, Class: 0.999788, Obj: 0.955794, No Obj: 0.000446, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826911, Class: 0.999604, Obj: 0.838212, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.613041, Class: 0.991929, Obj: 0.006237, No Obj: 0.000072, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3607: 0.309655, 0.324069 avg loss, 0.000010 rate, 3.905680 seconds, 230848 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.968604, Class: 0.994672, Obj: 0.950258, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760590, Class: 0.998486, Obj: 0.029119, No Obj: 0.000044, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813113, Class: 0.993178, Obj: 0.943029, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695934, Class: 0.998216, Obj: 0.343632, No Obj: 0.000214, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777971, Class: 0.996584, Obj: 0.308264, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856728, Class: 0.997244, Obj: 0.546773, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.702173, Class: 0.997574, Obj: 0.212399, No Obj: 0.000152, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.835070, Class: 0.998314, Obj: 0.773417, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.732567, Class: 0.999606, Obj: 0.946075, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791301, Class: 0.998199, Obj: 0.308223, No Obj: 0.000230, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862811, Class: 0.998992, Obj: 0.485180, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759316, Class: 0.991942, Obj: 0.093592, No Obj: 0.000127, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804750, Class: 0.982415, Obj: 0.154419, No Obj: 0.000298, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.675117, Class: 0.996688, Obj: 0.129106, No Obj: 0.000086, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897224, Class: 0.990464, Obj: 0.042912, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.528033, Class: 0.998406, Obj: 0.231027, No Obj: 0.000051, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3608: 0.448567, 0.336519 avg loss, 0.000010 rate, 3.914663 seconds, 230912 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603186, Class: 0.999653, Obj: 0.049305, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.866831, Class: 0.997450, Obj: 0.048978, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805214, Class: 0.997260, Obj: 0.271881, No Obj: 0.000078, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891734, Class: 0.999254, Obj: 0.467505, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.598202, Class: 0.999284, Obj: 0.129264, No Obj: 0.000057, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822815, Class: 0.993166, Obj: 0.339280, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.674113, Class: 0.999252, Obj: 0.498437, No Obj: 0.000324, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.699664, Class: 0.998709, Obj: 0.007814, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744883, Class: 0.998327, Obj: 0.015109, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779285, Class: 0.997118, Obj: 0.289091, No Obj: 0.000196, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900882, Class: 0.996204, Obj: 0.305931, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.678765, Class: 0.998500, Obj: 0.045336, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701795, Class: 0.996630, Obj: 0.081930, No Obj: 0.000097, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3609: 0.316608, 0.334528 avg loss, 0.000010 rate, 3.922728 seconds, 230976 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700277, Class: 0.997044, Obj: 0.288201, No Obj: 0.000135, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900748, Class: 0.993972, Obj: 0.384927, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.666221, Class: 0.994323, Obj: 0.260340, No Obj: 0.000166, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756671, Class: 0.999196, Obj: 0.035341, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812520, Class: 0.997798, Obj: 0.206568, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734626, Class: 0.989381, Obj: 0.217013, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723808, Class: 0.999048, Obj: 0.377790, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.715383, Class: 0.998082, Obj: 0.452292, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.689787, Class: 0.994503, Obj: 0.018540, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.799345, Class: 0.997224, Obj: 0.425318, No Obj: 0.000166, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752220, Class: 0.997808, Obj: 0.114689, No Obj: 0.000100, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.840223, Class: 0.997989, Obj: 0.231260, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.882888, Class: 0.997837, Obj: 0.540771, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763579, Class: 0.996341, Obj: 0.129575, No Obj: 0.000144, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768163, Class: 0.998067, Obj: 0.238935, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3610: 0.461023, 0.347177 avg loss, 0.000010 rate, 3.913441 seconds, 231040 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871081, Class: 0.997405, Obj: 0.478721, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653778, Class: 0.999159, Obj: 0.247938, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810804, Class: 0.999141, Obj: 0.203692, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773323, Class: 0.996360, Obj: 0.210367, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918714, Class: 0.984251, Obj: 0.006988, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749054, Class: 0.997370, Obj: 0.091753, No Obj: 0.000058, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.787903, Class: 0.904790, Obj: 0.000038, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.765950, Class: 0.983257, Obj: 0.011579, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765086, Class: 0.996978, Obj: 0.083449, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.769876, Class: 0.995233, Obj: 0.003063, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.838334, Class: 0.996461, Obj: 0.469542, No Obj: 0.000441, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.845320, Class: 0.999588, Obj: 0.481642, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863679, Class: 0.985531, Obj: 0.440326, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726990, Class: 0.998104, Obj: 0.029350, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000268, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.640192, Class: 0.999590, Obj: 0.016747, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.859086, Class: 0.997882, Obj: 0.025183, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779177, Class: 0.999653, Obj: 0.330309, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3611: 0.333787, 0.345838 avg loss, 0.000010 rate, 3.923352 seconds, 231104 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694121, Class: 0.996442, Obj: 0.137069, No Obj: 0.000095, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869504, Class: 0.998466, Obj: 0.571662, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813469, Class: 0.997248, Obj: 0.499915, No Obj: 0.000147, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728980, Class: 0.996403, Obj: 0.124915, No Obj: 0.000177, .5R: 1.000000, .75R: 0.375000, count: 16 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844732, Class: 0.998918, Obj: 0.286246, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.924196, Class: 0.993885, Obj: 0.824696, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774814, Class: 0.996955, Obj: 0.035698, No Obj: 0.000034, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850818, Class: 0.998011, Obj: 0.404779, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788157, Class: 0.987625, Obj: 0.333698, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729918, Class: 0.995612, Obj: 0.070842, No Obj: 0.000078, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.733058, Class: 0.999613, Obj: 0.956267, No Obj: 0.000372, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.913856, Class: 0.996428, Obj: 0.900755, No Obj: 0.000388, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.803379, Class: 0.997218, Obj: 0.169609, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3612: 0.427522, 0.354007 avg loss, 0.000010 rate, 3.924686 seconds, 231168 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.684244, Class: 0.997286, Obj: 0.768306, No Obj: 0.000533, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.787792, Class: 0.995215, Obj: 0.062243, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730659, Class: 0.998662, Obj: 0.059063, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807531, Class: 0.996380, Obj: 0.268446, No Obj: 0.000098, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757792, Class: 0.999885, Obj: 0.394618, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779107, Class: 0.993175, Obj: 0.206686, No Obj: 0.000188, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915590, Class: 0.995348, Obj: 0.655874, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.635737, Class: 0.997583, Obj: 0.220509, No Obj: 0.000097, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830670, Class: 0.996710, Obj: 0.476745, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.736319, Class: 0.997957, Obj: 0.084343, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837420, Class: 0.995015, Obj: 0.207000, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787248, Class: 0.997343, Obj: 0.121510, No Obj: 0.000066, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768342, Class: 0.994203, Obj: 0.027649, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3613: 0.301935, 0.348799 avg loss, 0.000010 rate, 3.922690 seconds, 231232 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792979, Class: 0.999544, Obj: 0.522644, No Obj: 0.000313, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.814307, Class: 0.998944, Obj: 0.274171, No Obj: 0.000186, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.827916, Class: 0.986742, Obj: 0.263109, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.845404, Class: 0.987503, Obj: 0.389646, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706625, Class: 0.995679, Obj: 0.253057, No Obj: 0.000141, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787337, Class: 0.987453, Obj: 0.219226, No Obj: 0.000260, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.739825, Class: 0.997147, Obj: 0.149873, No Obj: 0.000163, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.480953, Class: 0.997250, Obj: 0.076942, No Obj: 0.000041, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730906, Class: 0.997116, Obj: 0.059353, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767446, Class: 0.997208, Obj: 0.003869, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708207, Class: 0.994236, Obj: 0.080573, No Obj: 0.000093, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773729, Class: 0.993855, Obj: 0.325638, No Obj: 0.000265, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.793143, Class: 0.996075, Obj: 0.197275, No Obj: 0.000143, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833620, Class: 0.997951, Obj: 0.305995, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.814386, Class: 0.997213, Obj: 0.291767, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805781, Class: 0.997095, Obj: 0.106768, No Obj: 0.000085, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3614: 0.460632, 0.359983 avg loss, 0.000010 rate, 3.928666 seconds, 231296 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710094, Class: 0.989844, Obj: 0.056483, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.786352, Class: 0.994498, Obj: 0.248679, No Obj: 0.000043, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796537, Class: 0.997915, Obj: 0.067680, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825325, Class: 0.997969, Obj: 0.267544, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.653135, Class: 0.993966, Obj: 0.123493, No Obj: 0.000101, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848754, Class: 0.999298, Obj: 0.522066, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724565, Class: 0.998159, Obj: 0.152767, No Obj: 0.000137, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732128, Class: 0.997633, Obj: 0.379200, No Obj: 0.000258, .5R: 0.800000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691349, Class: 0.993196, Obj: 0.165375, No Obj: 0.000142, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776142, Class: 0.996909, Obj: 0.251278, No Obj: 0.000168, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.762549, Class: 0.999609, Obj: 0.626441, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.726601, Class: 0.997021, Obj: 0.042403, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701727, Class: 0.993174, Obj: 0.029447, No Obj: 0.000114, .5R: 0.875000, .75R: 0.375000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3615: 0.484836, 0.372468 avg loss, 0.000010 rate, 3.926122 seconds, 231360 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870117, Class: 0.999881, Obj: 0.987453, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694213, Class: 0.996470, Obj: 0.154845, No Obj: 0.000117, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899192, Class: 0.995218, Obj: 0.455382, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740892, Class: 0.997938, Obj: 0.393505, No Obj: 0.000093, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635676, Class: 0.996569, Obj: 0.197361, No Obj: 0.000123, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817080, Class: 0.998767, Obj: 0.635302, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810649, Class: 0.999085, Obj: 0.295497, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849655, Class: 0.998757, Obj: 0.308147, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672569, Class: 0.994798, Obj: 0.377990, No Obj: 0.000232, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731888, Class: 0.993335, Obj: 0.171558, No Obj: 0.000153, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827911, Class: 0.997934, Obj: 0.207865, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913415, Class: 0.999589, Obj: 0.881909, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799617, Class: 0.993785, Obj: 0.278435, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3616: 0.388159, 0.374037 avg loss, 0.000010 rate, 3.909934 seconds, 231424 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.496559, Class: 0.970465, Obj: 0.190086, No Obj: 0.000355, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.798828, Class: 0.996516, Obj: 0.390295, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750598, Class: 0.997372, Obj: 0.347158, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799938, Class: 0.998138, Obj: 0.524701, No Obj: 0.000279, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771380, Class: 0.995866, Obj: 0.003392, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761599, Class: 0.998326, Obj: 0.430242, No Obj: 0.000176, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884495, Class: 0.997679, Obj: 0.128470, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832814, Class: 0.998542, Obj: 0.244543, No Obj: 0.000166, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819243, Class: 0.995716, Obj: 0.489208, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.678929, Class: 0.999924, Obj: 0.136054, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711173, Class: 0.996469, Obj: 0.181910, No Obj: 0.000117, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816132, Class: 0.991680, Obj: 0.275415, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.787503, Class: 0.997426, Obj: 0.119363, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728831, Class: 0.997171, Obj: 0.117191, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3617: 0.344921, 0.371126 avg loss, 0.000010 rate, 3.923144 seconds, 231488 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.509315, Class: 0.991061, Obj: 0.190261, No Obj: 0.000095, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.898068, Class: 0.991518, Obj: 0.516231, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699851, Class: 0.999140, Obj: 0.402638, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789912, Class: 0.995477, Obj: 0.031993, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.893451, Class: 0.998808, Obj: 0.433874, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777722, Class: 0.999968, Obj: 0.199312, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605410, Class: 0.991001, Obj: 0.168927, No Obj: 0.000142, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733752, Class: 0.987425, Obj: 0.242302, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723040, Class: 0.995875, Obj: 0.031048, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796299, Class: 0.999243, Obj: 0.337559, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922506, Class: 0.999577, Obj: 0.887210, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809211, Class: 0.998102, Obj: 0.148795, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815256, Class: 0.994970, Obj: 0.245671, No Obj: 0.000322, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706405, Class: 0.998217, Obj: 0.130800, No Obj: 0.000147, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3618: 0.340209, 0.368034 avg loss, 0.000010 rate, 3.913505 seconds, 231552 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.784116, Class: 0.992964, Obj: 0.244259, No Obj: 0.000429, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831685, Class: 0.997395, Obj: 0.203485, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627001, Class: 0.997930, Obj: 0.118107, No Obj: 0.000099, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569450, Class: 0.993608, Obj: 0.164431, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.654450, Class: 0.998934, Obj: 0.147920, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697327, Class: 0.995757, Obj: 0.223650, No Obj: 0.000150, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761730, Class: 0.996212, Obj: 0.094297, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713253, Class: 0.999283, Obj: 0.982397, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772459, Class: 0.997971, Obj: 0.275031, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686831, Class: 0.999672, Obj: 0.156154, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3619: 0.387726, 0.370003 avg loss, 0.000010 rate, 3.908325 seconds, 231616 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000754, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823977, Class: 0.997166, Obj: 0.431536, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758455, Class: 0.999114, Obj: 0.069208, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802586, Class: 0.997984, Obj: 0.004694, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713520, Class: 0.998080, Obj: 0.256562, No Obj: 0.000159, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744816, Class: 0.998511, Obj: 0.181717, No Obj: 0.000106, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773653, Class: 0.992354, Obj: 0.304748, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676585, Class: 0.997601, Obj: 0.195172, No Obj: 0.000121, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841929, Class: 0.993878, Obj: 0.038734, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.700057, Class: 0.994498, Obj: 0.251016, No Obj: 0.000149, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807157, Class: 0.977795, Obj: 0.046992, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.795564, Class: 0.994844, Obj: 0.170717, No Obj: 0.000139, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673382, Class: 0.998504, Obj: 0.414190, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779021, Class: 0.999062, Obj: 0.403905, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757922, Class: 0.996347, Obj: 0.166201, No Obj: 0.000167, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3620: 0.441632, 0.377166 avg loss, 0.000010 rate, 3.915299 seconds, 231680 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862221, Class: 0.999239, Obj: 0.964644, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705914, Class: 0.997319, Obj: 0.257141, No Obj: 0.000150, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702424, Class: 0.996017, Obj: 0.153822, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867113, Class: 0.998490, Obj: 0.258721, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.739030, Class: 0.998358, Obj: 0.221609, No Obj: 0.000138, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791229, Class: 0.996183, Obj: 0.154976, No Obj: 0.000119, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872179, Class: 0.997417, Obj: 0.431587, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.675952, Class: 0.992462, Obj: 0.015196, No Obj: 0.000061, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805455, Class: 0.997361, Obj: 0.555044, No Obj: 0.000308, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.753441, Class: 0.998087, Obj: 0.229165, No Obj: 0.000164, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816392, Class: 0.999910, Obj: 0.898984, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883460, Class: 0.997813, Obj: 0.277150, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536095, Class: 0.997759, Obj: 0.001101, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3621: 0.429763, 0.382426 avg loss, 0.000010 rate, 3.926300 seconds, 231744 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835251, Class: 0.991839, Obj: 0.489804, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.751758, Class: 0.999676, Obj: 0.035838, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658108, Class: 0.987005, Obj: 0.053287, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802045, Class: 0.997341, Obj: 0.285177, No Obj: 0.000177, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.794869, Class: 0.996744, Obj: 0.194750, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.726053, Class: 0.998531, Obj: 0.618353, No Obj: 0.000226, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.844479, Class: 0.999139, Obj: 0.359070, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.752896, Class: 0.999364, Obj: 0.855337, No Obj: 0.000616, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804642, Class: 0.997800, Obj: 0.626153, No Obj: 0.000446, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.915842, Class: 0.999166, Obj: 0.258488, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831464, Class: 0.998218, Obj: 0.439418, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734860, Class: 0.997340, Obj: 0.029807, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826345, Class: 0.996203, Obj: 0.156450, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.743968, Class: 0.998432, Obj: 0.200843, No Obj: 0.000143, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818743, Class: 0.993987, Obj: 0.067588, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.931820, Class: 0.999611, Obj: 0.414206, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790538, Class: 0.995734, Obj: 0.218923, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.673370, Class: 0.994477, Obj: 0.181540, No Obj: 0.000172, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3622: 0.288421, 0.373025 avg loss, 0.000010 rate, 3.922745 seconds, 231808 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.706488, Class: 0.989451, Obj: 0.437348, No Obj: 0.000213, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.900638, Class: 0.998799, Obj: 0.721344, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659707, Class: 0.993774, Obj: 0.089146, No Obj: 0.000105, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796151, Class: 0.998886, Obj: 0.183052, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822655, Class: 0.999403, Obj: 0.340562, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.824708, Class: 0.997589, Obj: 0.420450, No Obj: 0.000477, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.896056, Class: 0.997881, Obj: 0.834650, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813202, Class: 0.998174, Obj: 0.379025, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746261, Class: 0.997034, Obj: 0.442880, No Obj: 0.000276, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.789913, Class: 0.996572, Obj: 0.035522, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756232, Class: 0.989127, Obj: 0.818683, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771189, Class: 0.998444, Obj: 0.176087, No Obj: 0.000153, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909973, Class: 0.999428, Obj: 0.679173, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.809318, Class: 0.999041, Obj: 0.079250, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.810679, Class: 0.998274, Obj: 0.430201, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836725, Class: 0.998869, Obj: 0.643966, No Obj: 0.000198, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3623: 0.321223, 0.367845 avg loss, 0.000010 rate, 3.919833 seconds, 231872 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685963, Class: 0.998623, Obj: 0.091474, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.649176, Class: 0.996444, Obj: 0.224739, No Obj: 0.000082, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.629968, Class: 0.996521, Obj: 0.095134, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752809, Class: 0.997119, Obj: 0.176781, No Obj: 0.000141, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740011, Class: 0.999714, Obj: 0.171808, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850704, Class: 0.992354, Obj: 0.718710, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.854762, Class: 0.997855, Obj: 0.576306, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871297, Class: 0.999561, Obj: 0.960930, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788728, Class: 0.998376, Obj: 0.189505, No Obj: 0.000170, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807273, Class: 0.997376, Obj: 0.280776, No Obj: 0.000361, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.679344, Class: 0.995763, Obj: 0.269082, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701842, Class: 0.968061, Obj: 0.398524, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.763918, Class: 0.999593, Obj: 0.411147, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725159, Class: 0.996769, Obj: 0.127555, No Obj: 0.000075, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3624: 0.308704, 0.361931 avg loss, 0.000010 rate, 3.923275 seconds, 231936 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714964, Class: 0.997170, Obj: 0.239384, No Obj: 0.000093, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857183, Class: 0.999769, Obj: 0.442831, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.669759, Class: 0.997813, Obj: 0.012358, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847859, Class: 0.999635, Obj: 0.669754, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758318, Class: 0.998489, Obj: 0.063760, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800726, Class: 0.995050, Obj: 0.782859, No Obj: 0.000263, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710730, Class: 0.998004, Obj: 0.035924, No Obj: 0.000081, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767388, Class: 0.995541, Obj: 0.695260, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707746, Class: 0.997668, Obj: 0.228853, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718686, Class: 0.999465, Obj: 0.508818, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.687622, Class: 0.998042, Obj: 0.479416, No Obj: 0.000121, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682471, Class: 0.992406, Obj: 0.098155, No Obj: 0.000173, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731287, Class: 0.994216, Obj: 0.060855, No Obj: 0.000033, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3625: 0.348445, 0.360582 avg loss, 0.000010 rate, 3.906856 seconds, 232000 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731876, Class: 0.994254, Obj: 0.234481, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789823, Class: 0.990617, Obj: 0.306519, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817793, Class: 0.996430, Obj: 0.067346, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.671688, Class: 0.992373, Obj: 0.147860, No Obj: 0.000353, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.847683, Class: 0.997239, Obj: 0.267885, No Obj: 0.000122, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000300, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796040, Class: 0.996639, Obj: 0.191830, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.685793, Class: 0.993688, Obj: 0.039214, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686475, Class: 0.997401, Obj: 0.200037, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704183, Class: 0.997919, Obj: 0.341541, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3626: 0.265421, 0.351066 avg loss, 0.000010 rate, 3.904574 seconds, 232064 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846209, Class: 0.979275, Obj: 0.008510, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759440, Class: 0.997304, Obj: 0.076358, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836093, Class: 0.998510, Obj: 0.419573, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791777, Class: 0.998152, Obj: 0.405844, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745550, Class: 0.999485, Obj: 0.014546, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840955, Class: 0.998463, Obj: 0.301608, No Obj: 0.000131, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893552, Class: 0.999792, Obj: 0.648863, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684892, Class: 0.995262, Obj: 0.151384, No Obj: 0.000091, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855536, Class: 0.996103, Obj: 0.277238, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685501, Class: 0.996713, Obj: 0.109415, No Obj: 0.000076, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871105, Class: 0.997492, Obj: 0.552401, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.854375, Class: 0.997550, Obj: 0.551169, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795892, Class: 0.999776, Obj: 0.104211, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777880, Class: 0.989650, Obj: 0.077736, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3627: 0.277901, 0.343750 avg loss, 0.000010 rate, 3.905290 seconds, 232128 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791654, Class: 0.998099, Obj: 0.746828, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.583114, Class: 0.999189, Obj: 0.021775, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819934, Class: 0.998107, Obj: 0.895771, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815039, Class: 0.999104, Obj: 0.370652, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810645, Class: 0.998214, Obj: 0.236358, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863399, Class: 0.999026, Obj: 0.459465, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.803412, Class: 0.996557, Obj: 0.116694, No Obj: 0.000156, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712903, Class: 0.997798, Obj: 0.822545, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708373, Class: 0.996692, Obj: 0.147749, No Obj: 0.000138, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695057, Class: 0.997698, Obj: 0.244577, No Obj: 0.000111, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763089, Class: 0.997657, Obj: 0.936867, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.765207, Class: 0.997442, Obj: 0.166958, No Obj: 0.000069, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856132, Class: 0.958436, Obj: 0.317977, No Obj: 0.000335, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.757407, Class: 0.997019, Obj: 0.080088, No Obj: 0.000137, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3628: 0.458575, 0.355232 avg loss, 0.000010 rate, 3.905241 seconds, 232192 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697478, Class: 0.997711, Obj: 0.595919, No Obj: 0.000124, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.450226, Class: 0.997682, Obj: 0.011451, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.835376, Class: 0.999118, Obj: 0.657513, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828489, Class: 0.996108, Obj: 0.324524, No Obj: 0.000380, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.858088, Class: 0.991330, Obj: 0.005316, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721139, Class: 0.997666, Obj: 0.564154, No Obj: 0.000284, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.727172, Class: 0.995692, Obj: 0.086858, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.873183, Class: 0.998752, Obj: 0.836134, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819523, Class: 0.998447, Obj: 0.194657, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757256, Class: 0.999866, Obj: 0.059876, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.817105, Class: 0.987967, Obj: 0.069082, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790242, Class: 0.995955, Obj: 0.176661, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695556, Class: 0.996254, Obj: 0.347675, No Obj: 0.000068, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.585306, Class: 0.993763, Obj: 0.010466, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3629: 0.227762, 0.342485 avg loss, 0.000010 rate, 3.911614 seconds, 232256 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734159, Class: 0.999691, Obj: 0.761138, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.604241, Class: 0.997150, Obj: 0.927699, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.675583, Class: 0.996723, Obj: 0.241518, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.913768, Class: 0.990066, Obj: 0.874867, No Obj: 0.000804, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.901036, Class: 0.994466, Obj: 0.112576, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772894, Class: 0.996549, Obj: 0.121400, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768643, Class: 0.999387, Obj: 0.345446, No Obj: 0.000190, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.799881, Class: 0.998059, Obj: 0.204555, No Obj: 0.000178, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869017, Class: 0.993608, Obj: 0.199602, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704519, Class: 0.995747, Obj: 0.366395, No Obj: 0.000178, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794310, Class: 0.999664, Obj: 0.213726, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747974, Class: 0.996879, Obj: 0.263451, No Obj: 0.000209, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854409, Class: 0.996694, Obj: 0.186668, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.855824, Class: 0.999620, Obj: 0.928536, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.894158, Class: 0.995895, Obj: 0.115188, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.818753, Class: 0.998998, Obj: 0.325070, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3630: 0.345341, 0.342771 avg loss, 0.000010 rate, 3.919220 seconds, 232320 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.799899, Class: 0.992654, Obj: 0.816396, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782785, Class: 0.996761, Obj: 0.219424, No Obj: 0.000187, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.642047, Class: 0.988663, Obj: 0.844929, No Obj: 0.000343, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785153, Class: 0.993379, Obj: 0.199273, No Obj: 0.000110, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.768300, Class: 0.975246, Obj: 0.597416, No Obj: 0.000448, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789325, Class: 0.997755, Obj: 0.282860, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.891036, Class: 0.999168, Obj: 0.513991, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902284, Class: 0.995095, Obj: 0.325554, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.850795, Class: 0.999655, Obj: 0.557906, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877373, Class: 0.999388, Obj: 0.907967, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694133, Class: 0.998271, Obj: 0.083610, No Obj: 0.000134, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821597, Class: 0.999818, Obj: 0.699291, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591080, Class: 0.998562, Obj: 0.021544, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802681, Class: 0.999008, Obj: 0.197763, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000169, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755700, Class: 0.999408, Obj: 0.211178, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.839591, Class: 0.997874, Obj: 0.482737, No Obj: 0.000133, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3631: 0.281184, 0.336612 avg loss, 0.000010 rate, 3.917413 seconds, 232384 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754113, Class: 0.998410, Obj: 0.196505, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743700, Class: 0.997249, Obj: 0.251475, No Obj: 0.000087, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.960773, Class: 0.999759, Obj: 0.825608, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843637, Class: 0.998880, Obj: 0.586428, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877653, Class: 0.997901, Obj: 0.479345, No Obj: 0.000343, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.631647, Class: 0.997033, Obj: 0.213638, No Obj: 0.000140, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715779, Class: 0.993722, Obj: 0.164527, No Obj: 0.000095, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.727696, Class: 0.974511, Obj: 0.003158, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770798, Class: 0.995986, Obj: 0.056120, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860644, Class: 0.992971, Obj: 0.810457, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825697, Class: 0.998988, Obj: 0.349118, No Obj: 0.000147, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765104, Class: 0.997915, Obj: 0.261745, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3632: 0.294112, 0.332362 avg loss, 0.000010 rate, 3.915654 seconds, 232448 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799308, Class: 0.999036, Obj: 0.365323, No Obj: 0.000336, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.763491, Class: 0.998220, Obj: 0.269528, No Obj: 0.000158, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876812, Class: 0.992422, Obj: 0.247511, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.722737, Class: 0.998648, Obj: 0.292565, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779463, Class: 0.999682, Obj: 0.806311, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756460, Class: 0.998336, Obj: 0.354300, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.700218, Class: 0.995884, Obj: 0.062191, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.780835, Class: 0.999734, Obj: 0.310518, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805200, Class: 0.998618, Obj: 0.531363, No Obj: 0.000175, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723965, Class: 0.998855, Obj: 0.265070, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.813010, Class: 0.999489, Obj: 0.279027, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858569, Class: 0.997768, Obj: 0.549037, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770839, Class: 0.997465, Obj: 0.021509, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872666, Class: 0.987919, Obj: 0.439865, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700180, Class: 0.999196, Obj: 0.078632, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3633: 0.260981, 0.325224 avg loss, 0.000010 rate, 3.914468 seconds, 232512 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798455, Class: 0.998123, Obj: 0.331524, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812803, Class: 0.997703, Obj: 0.920304, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763325, Class: 0.997716, Obj: 0.298782, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751649, Class: 0.996796, Obj: 0.184632, No Obj: 0.000154, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871308, Class: 0.992416, Obj: 0.290815, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.652133, Class: 0.992169, Obj: 0.085719, No Obj: 0.000073, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839639, Class: 0.997807, Obj: 0.260656, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694512, Class: 0.998309, Obj: 0.064889, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711582, Class: 0.994004, Obj: 0.233400, No Obj: 0.000238, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.791495, Class: 0.999713, Obj: 0.296210, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795246, Class: 0.997426, Obj: 0.394111, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3634: 0.291552, 0.321857 avg loss, 0.000010 rate, 3.910266 seconds, 232576 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802232, Class: 0.998288, Obj: 0.176974, No Obj: 0.000095, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658001, Class: 0.994718, Obj: 0.068346, No Obj: 0.000058, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842122, Class: 0.998979, Obj: 0.331366, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740419, Class: 0.994398, Obj: 0.012417, No Obj: 0.000082, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905887, Class: 0.999791, Obj: 0.572918, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857586, Class: 0.997507, Obj: 0.386921, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.814963, Class: 0.966363, Obj: 0.097603, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.871214, Class: 0.991265, Obj: 0.752048, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769446, Class: 0.998094, Obj: 0.143665, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.933983, Class: 0.999400, Obj: 0.932970, No Obj: 0.000483, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.902895, Class: 0.989108, Obj: 0.587860, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.800554, Class: 0.996453, Obj: 0.230577, No Obj: 0.000162, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914205, Class: 0.995028, Obj: 0.468663, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782091, Class: 0.998207, Obj: 0.321600, No Obj: 0.000181, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850376, Class: 0.997399, Obj: 0.336684, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3635: 0.302554, 0.319927 avg loss, 0.000010 rate, 3.922813 seconds, 232640 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.823650, Class: 0.997455, Obj: 0.234216, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.750132, Class: 0.998824, Obj: 0.406245, No Obj: 0.000330, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.860143, Class: 0.996743, Obj: 0.006121, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.817833, Class: 0.999353, Obj: 0.814618, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.806716, Class: 0.999581, Obj: 0.529045, No Obj: 0.000378, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.915389, Class: 0.999199, Obj: 0.269643, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895705, Class: 0.999779, Obj: 0.922542, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.634429, Class: 0.998044, Obj: 0.263694, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.815501, Class: 0.984066, Obj: 0.000952, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801564, Class: 0.996675, Obj: 0.176137, No Obj: 0.000159, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.955230, Class: 0.999544, Obj: 0.542595, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777381, Class: 0.999839, Obj: 0.888165, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594162, Class: 0.994164, Obj: 0.097677, No Obj: 0.000109, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.776434, Class: 0.993123, Obj: 0.578623, No Obj: 0.000447, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.888912, Class: 0.997232, Obj: 0.154669, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.718355, Class: 0.996122, Obj: 0.188176, No Obj: 0.000170, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760168, Class: 0.993115, Obj: 0.000686, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835109, Class: 0.999007, Obj: 0.361808, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3636: 0.357965, 0.323730 avg loss, 0.000010 rate, 3.909386 seconds, 232704 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808743, Class: 0.999298, Obj: 0.150474, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773702, Class: 0.998372, Obj: 0.227126, No Obj: 0.000128, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756652, Class: 0.995150, Obj: 0.424004, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714126, Class: 0.998792, Obj: 0.214197, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877195, Class: 0.999430, Obj: 0.108782, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880316, Class: 0.999519, Obj: 0.949774, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.582842, Class: 0.996113, Obj: 0.078450, No Obj: 0.000073, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892770, Class: 0.998083, Obj: 0.872396, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697130, Class: 0.998471, Obj: 0.072644, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936419, Class: 0.971795, Obj: 0.001637, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.893558, Class: 0.999554, Obj: 0.379305, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928613, Class: 0.999398, Obj: 0.131599, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794502, Class: 0.996644, Obj: 0.171829, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.886483, Class: 0.999638, Obj: 0.920299, No Obj: 0.000378, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.808257, Class: 0.999001, Obj: 0.810139, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829325, Class: 0.993753, Obj: 0.240872, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3637: 0.325370, 0.323894 avg loss, 0.000010 rate, 3.908273 seconds, 232768 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.745581, Class: 0.993938, Obj: 0.216936, No Obj: 0.000317, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.890050, Class: 0.995822, Obj: 0.743682, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.572247, Class: 0.997966, Obj: 0.262195, No Obj: 0.000187, .5R: 0.625000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.692870, Class: 0.996799, Obj: 0.054341, No Obj: 0.000339, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.682520, Class: 0.996721, Obj: 0.099630, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.827833, Class: 0.998524, Obj: 0.255126, No Obj: 0.000164, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903499, Class: 0.999739, Obj: 0.091966, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798662, Class: 0.998793, Obj: 0.348809, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809654, Class: 0.996751, Obj: 0.119787, No Obj: 0.000272, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.773180, Class: 0.996579, Obj: 0.291452, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821633, Class: 0.999721, Obj: 0.217742, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000254, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751515, Class: 0.989557, Obj: 0.014943, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769750, Class: 0.999304, Obj: 0.244233, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838272, Class: 0.995076, Obj: 0.030826, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792436, Class: 0.995114, Obj: 0.155800, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826418, Class: 0.998370, Obj: 0.339236, No Obj: 0.000116, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3638: 0.443727, 0.335878 avg loss, 0.000010 rate, 3.923021 seconds, 232832 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790638, Class: 0.999467, Obj: 0.189893, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.747924, Class: 0.993268, Obj: 0.369531, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.893536, Class: 0.999209, Obj: 0.495403, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752038, Class: 0.996715, Obj: 0.324043, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855848, Class: 0.999871, Obj: 0.503140, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.630446, Class: 0.996259, Obj: 0.214205, No Obj: 0.000202, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.584980, Class: 0.997444, Obj: 0.254416, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.889677, Class: 0.995207, Obj: 0.822394, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740461, Class: 0.998829, Obj: 0.236530, No Obj: 0.000118, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.718086, Class: 0.987579, Obj: 0.022744, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.736429, Class: 0.964335, Obj: 0.118536, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.704799, Class: 0.998207, Obj: 0.289639, No Obj: 0.000135, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798506, Class: 0.996880, Obj: 0.107795, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.763331, Class: 0.997266, Obj: 0.056903, No Obj: 0.000087, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809198, Class: 0.999366, Obj: 0.452833, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801650, Class: 0.996755, Obj: 0.389341, No Obj: 0.000178, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3639: 0.392155, 0.341505 avg loss, 0.000010 rate, 3.924250 seconds, 232896 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905253, Class: 0.999710, Obj: 0.968257, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790529, Class: 0.995990, Obj: 0.028016, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790436, Class: 0.998992, Obj: 0.448807, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.640407, Class: 0.993728, Obj: 0.058066, No Obj: 0.000134, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000233, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672336, Class: 0.989822, Obj: 0.131331, No Obj: 0.000319, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.651208, Class: 0.995467, Obj: 0.023569, No Obj: 0.000136, .5R: 0.818182, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929675, Class: 0.993205, Obj: 0.151470, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748559, Class: 0.998147, Obj: 0.226682, No Obj: 0.000209, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788926, Class: 0.999149, Obj: 0.713620, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819498, Class: 0.997330, Obj: 0.335737, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.837674, Class: 0.999173, Obj: 0.301547, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.813708, Class: 0.999839, Obj: 0.385429, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687053, Class: 0.996416, Obj: 0.062749, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831921, Class: 0.999057, Obj: 0.000931, No Obj: 0.000027, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705638, Class: 0.990624, Obj: 0.136993, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3640: 0.507765, 0.358131 avg loss, 0.000010 rate, 3.910257 seconds, 232960 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846806, Class: 0.998273, Obj: 0.305073, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.858081, Class: 0.982143, Obj: 0.383816, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833053, Class: 0.995264, Obj: 0.161105, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731079, Class: 0.996378, Obj: 0.099260, No Obj: 0.000121, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915205, Class: 0.999783, Obj: 0.523991, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710244, Class: 0.997530, Obj: 0.098048, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.695471, Class: 0.999093, Obj: 0.693018, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806637, Class: 0.998439, Obj: 0.303141, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781577, Class: 0.999252, Obj: 0.408886, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638964, Class: 0.989405, Obj: 0.160832, No Obj: 0.000061, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754506, Class: 0.999281, Obj: 0.436456, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.892567, Class: 0.993820, Obj: 0.019208, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3641: 0.283643, 0.350682 avg loss, 0.000010 rate, 3.904384 seconds, 233024 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880685, Class: 0.998236, Obj: 0.320130, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.910993, Class: 0.998383, Obj: 0.573496, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.875690, Class: 0.999424, Obj: 0.865256, No Obj: 0.000487, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770424, Class: 0.995360, Obj: 0.138236, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.676863, Class: 0.988297, Obj: 0.003856, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.775339, Class: 0.994164, Obj: 0.244528, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.669459, Class: 0.994734, Obj: 0.139443, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656612, Class: 0.993231, Obj: 0.045246, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848007, Class: 0.999469, Obj: 0.581623, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824566, Class: 0.998689, Obj: 0.041532, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813755, Class: 0.899878, Obj: 0.312652, No Obj: 0.000298, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.820101, Class: 0.997364, Obj: 0.227174, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824430, Class: 0.991996, Obj: 0.395179, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.862955, Class: 0.997826, Obj: 0.289894, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834169, Class: 0.999415, Obj: 0.670479, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851600, Class: 0.995914, Obj: 0.120531, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3642: 0.269682, 0.342582 avg loss, 0.000010 rate, 3.923042 seconds, 233088 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830371, Class: 0.997405, Obj: 0.003011, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791489, Class: 0.995945, Obj: 0.021847, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.613352, Class: 0.988555, Obj: 0.374972, No Obj: 0.000494, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842019, Class: 0.995154, Obj: 0.176975, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000127, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902515, Class: 0.997977, Obj: 0.413825, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834092, Class: 0.993227, Obj: 0.464137, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.677597, Class: 0.996131, Obj: 0.096755, No Obj: 0.000092, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733550, Class: 0.962534, Obj: 0.350806, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.582833, Class: 0.999054, Obj: 0.303705, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792612, Class: 0.998848, Obj: 0.329576, No Obj: 0.000190, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895490, Class: 0.998962, Obj: 0.818549, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734860, Class: 0.998305, Obj: 0.225453, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868697, Class: 0.998564, Obj: 0.158146, No Obj: 0.000129, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3643: 0.345612, 0.342885 avg loss, 0.000010 rate, 3.924985 seconds, 233152 images Loaded: 0.000074 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777172, Class: 0.998215, Obj: 0.302948, No Obj: 0.000179, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851506, Class: 0.996843, Obj: 0.861549, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714686, Class: 0.994485, Obj: 0.262418, No Obj: 0.000241, .5R: 0.818182, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831380, Class: 0.996025, Obj: 0.359390, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.760538, Class: 0.999268, Obj: 0.012270, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.658941, Class: 0.966902, Obj: 0.208657, No Obj: 0.000195, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.793947, Class: 0.988497, Obj: 0.373279, No Obj: 0.000297, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.737824, Class: 0.995304, Obj: 0.226066, No Obj: 0.000160, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774569, Class: 0.996938, Obj: 0.099776, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.600933, Class: 0.997964, Obj: 0.163970, No Obj: 0.000131, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766760, Class: 0.997181, Obj: 0.268282, No Obj: 0.000155, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853374, Class: 0.999826, Obj: 0.888936, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683292, Class: 0.996824, Obj: 0.484056, No Obj: 0.000097, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770560, Class: 0.989631, Obj: 0.255690, No Obj: 0.000194, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3644: 0.532630, 0.361860 avg loss, 0.000010 rate, 3.919669 seconds, 233216 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.685803, Class: 0.998747, Obj: 0.779639, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775421, Class: 0.998874, Obj: 0.199610, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760672, Class: 0.998840, Obj: 0.102075, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758039, Class: 0.996717, Obj: 0.457601, No Obj: 0.000254, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.804379, Class: 0.996399, Obj: 0.261467, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780360, Class: 0.995926, Obj: 0.596977, No Obj: 0.000485, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.770354, Class: 0.999478, Obj: 0.490787, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863930, Class: 0.998830, Obj: 0.302883, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842286, Class: 0.993424, Obj: 0.174166, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763129, Class: 0.997754, Obj: 0.299491, No Obj: 0.000194, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749678, Class: 0.999089, Obj: 0.191307, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856928, Class: 0.992303, Obj: 0.300498, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.804359, Class: 0.999372, Obj: 0.379308, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3645: 0.279247, 0.353599 avg loss, 0.000010 rate, 3.904371 seconds, 233280 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846507, Class: 0.995871, Obj: 0.707064, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702341, Class: 0.997832, Obj: 0.115628, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907094, Class: 0.999334, Obj: 0.936435, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830639, Class: 0.997527, Obj: 0.434431, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786886, Class: 0.988955, Obj: 0.407236, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708647, Class: 0.998536, Obj: 0.126789, No Obj: 0.000047, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000185, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776054, Class: 0.996530, Obj: 0.085292, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843292, Class: 0.999210, Obj: 0.847840, No Obj: 0.000463, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.639657, Class: 0.993609, Obj: 0.043567, No Obj: 0.000080, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755345, Class: 0.998200, Obj: 0.899191, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692135, Class: 0.990265, Obj: 0.032050, No Obj: 0.000103, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.638949, Class: 0.997238, Obj: 0.608865, No Obj: 0.000422, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.666241, Class: 0.993807, Obj: 0.895284, No Obj: 0.000287, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851233, Class: 0.997763, Obj: 0.148391, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.784513, Class: 0.998651, Obj: 0.050806, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804990, Class: 0.996469, Obj: 0.260277, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3646: 0.311187, 0.349357 avg loss, 0.000010 rate, 3.912061 seconds, 233344 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742165, Class: 0.988831, Obj: 0.208244, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.708479, Class: 0.996145, Obj: 0.216778, No Obj: 0.000066, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859154, Class: 0.997807, Obj: 0.563265, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832851, Class: 0.999011, Obj: 0.306875, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709713, Class: 0.997324, Obj: 0.426892, No Obj: 0.000113, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000334, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867253, Class: 0.995452, Obj: 0.164698, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717923, Class: 0.997216, Obj: 0.331293, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.664863, Class: 0.997579, Obj: 0.404764, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.887266, Class: 0.998888, Obj: 0.342787, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833085, Class: 0.995951, Obj: 0.805276, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672573, Class: 0.995204, Obj: 0.229175, No Obj: 0.000107, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.759117, Class: 0.999452, Obj: 0.670255, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693578, Class: 0.996485, Obj: 0.207181, No Obj: 0.000085, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000311, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802955, Class: 0.998300, Obj: 0.379547, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3647: 0.335241, 0.347946 avg loss, 0.000010 rate, 3.915778 seconds, 233408 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821570, Class: 0.997371, Obj: 0.454952, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767773, Class: 0.993176, Obj: 0.130330, No Obj: 0.000214, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725420, Class: 0.998188, Obj: 0.758523, No Obj: 0.000246, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.774820, Class: 0.998660, Obj: 0.081863, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.653564, Class: 0.994776, Obj: 0.614289, No Obj: 0.000282, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728021, Class: 0.995791, Obj: 0.266443, No Obj: 0.000144, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771309, Class: 0.997499, Obj: 0.302866, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.729405, Class: 0.997298, Obj: 0.166367, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784595, Class: 0.992985, Obj: 0.027998, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708541, Class: 0.991264, Obj: 0.097672, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.883005, Class: 0.995599, Obj: 0.010013, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832552, Class: 0.997862, Obj: 0.041310, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.563744, Class: 0.996632, Obj: 0.028316, No Obj: 0.000024, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781019, Class: 0.998347, Obj: 0.180435, No Obj: 0.000120, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3648: 0.328371, 0.345988 avg loss, 0.000010 rate, 3.909731 seconds, 233472 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.744984, Class: 0.995970, Obj: 0.063112, No Obj: 0.000363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.792759, Class: 0.998335, Obj: 0.238624, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822907, Class: 0.997792, Obj: 0.163251, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855537, Class: 0.999898, Obj: 0.783071, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.683060, Class: 0.995059, Obj: 0.108876, No Obj: 0.000139, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913655, Class: 0.998296, Obj: 0.418353, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.835430, Class: 0.999176, Obj: 0.420666, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.768462, Class: 0.988608, Obj: 0.309069, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712819, Class: 0.997670, Obj: 0.098406, No Obj: 0.000074, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.688923, Class: 0.976668, Obj: 0.067739, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.847182, Class: 0.998316, Obj: 0.204590, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627695, Class: 0.995945, Obj: 0.066390, No Obj: 0.000078, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773510, Class: 0.999393, Obj: 0.556159, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682782, Class: 0.995297, Obj: 0.219791, No Obj: 0.000127, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648467, Class: 0.995389, Obj: 0.036964, No Obj: 0.000049, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3649: 0.397585, 0.351148 avg loss, 0.000010 rate, 3.906741 seconds, 233536 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797568, Class: 0.995399, Obj: 0.447680, No Obj: 0.000459, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.845279, Class: 0.998183, Obj: 0.224526, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762139, Class: 0.996513, Obj: 0.428941, No Obj: 0.000129, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798748, Class: 0.997730, Obj: 0.238527, No Obj: 0.000112, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875462, Class: 0.999302, Obj: 0.922857, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.594419, Class: 0.995886, Obj: 0.088426, No Obj: 0.000028, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737475, Class: 0.998490, Obj: 0.125281, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.763277, Class: 0.996574, Obj: 0.141894, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784915, Class: 0.980597, Obj: 0.001851, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.756993, Class: 0.997519, Obj: 0.363198, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.889135, Class: 0.999494, Obj: 0.888063, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823135, Class: 0.999932, Obj: 0.834336, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673169, Class: 0.997958, Obj: 0.244771, No Obj: 0.000165, .5R: 0.857143, .75R: 0.285714, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3650: 0.301583, 0.346191 avg loss, 0.000010 rate, 3.921488 seconds, 233600 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.904235, Class: 0.995430, Obj: 0.706760, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749508, Class: 0.997981, Obj: 0.580242, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714610, Class: 0.996671, Obj: 0.125129, No Obj: 0.000141, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863151, Class: 0.996535, Obj: 0.524890, No Obj: 0.000440, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.769026, Class: 0.997332, Obj: 0.339291, No Obj: 0.000229, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.868693, Class: 0.998738, Obj: 0.179303, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782504, Class: 0.997528, Obj: 0.161700, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740963, Class: 0.994155, Obj: 0.048450, No Obj: 0.000073, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780573, Class: 0.988965, Obj: 0.352770, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.813027, Class: 0.997831, Obj: 0.113061, No Obj: 0.000089, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814748, Class: 0.991643, Obj: 0.464362, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653730, Class: 0.995677, Obj: 0.343105, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834131, Class: 0.995878, Obj: 0.592261, No Obj: 0.000333, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.853205, Class: 0.998018, Obj: 0.346201, No Obj: 0.000206, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806819, Class: 0.996552, Obj: 0.299052, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810705, Class: 0.996560, Obj: 0.244906, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3651: 0.404685, 0.352041 avg loss, 0.000010 rate, 3.911718 seconds, 233664 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000461, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854508, Class: 0.986085, Obj: 0.168063, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830654, Class: 0.998508, Obj: 0.269701, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712913, Class: 0.997343, Obj: 0.009869, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.649050, Class: 0.963023, Obj: 0.218848, No Obj: 0.000179, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717007, Class: 0.996681, Obj: 0.032434, No Obj: 0.000054, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781114, Class: 0.999360, Obj: 0.893147, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.624780, Class: 0.999734, Obj: 0.725917, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634302, Class: 0.980831, Obj: 0.001186, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.714045, Class: 0.999687, Obj: 0.017069, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871622, Class: 0.999633, Obj: 0.441011, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774391, Class: 0.996756, Obj: 0.153737, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908832, Class: 0.999111, Obj: 0.519516, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3652: 0.229810, 0.339818 avg loss, 0.000010 rate, 3.922607 seconds, 233728 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886410, Class: 0.999152, Obj: 0.225321, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.953232, Class: 0.999592, Obj: 0.787445, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775484, Class: 0.991323, Obj: 0.063875, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649991, Class: 0.993775, Obj: 0.118124, No Obj: 0.000071, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841677, Class: 0.999153, Obj: 0.314628, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.848919, Class: 0.999125, Obj: 0.261007, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792079, Class: 0.998689, Obj: 0.363136, No Obj: 0.000157, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759692, Class: 0.992766, Obj: 0.772883, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648596, Class: 0.995034, Obj: 0.159140, No Obj: 0.000096, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761554, Class: 0.998161, Obj: 0.297639, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782933, Class: 0.998000, Obj: 0.191234, No Obj: 0.000119, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3653: 0.323864, 0.338222 avg loss, 0.000010 rate, 3.912067 seconds, 233792 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.638319, Class: 0.970298, Obj: 0.348170, No Obj: 0.000206, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805198, Class: 0.999610, Obj: 0.529436, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751953, Class: 0.998697, Obj: 0.235551, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644606, Class: 0.994320, Obj: 0.122253, No Obj: 0.000086, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772148, Class: 0.983181, Obj: 0.006827, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760571, Class: 0.998231, Obj: 0.141721, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.865810, Class: 0.999664, Obj: 0.339369, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694771, Class: 0.997855, Obj: 0.205307, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755453, Class: 0.998107, Obj: 0.393597, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700118, Class: 0.999071, Obj: 0.108472, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.733894, Class: 0.998332, Obj: 0.186469, No Obj: 0.000080, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893011, Class: 0.991868, Obj: 0.254699, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807020, Class: 0.998026, Obj: 0.002431, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3654: 0.278171, 0.332217 avg loss, 0.000010 rate, 3.900741 seconds, 233856 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737933, Class: 0.999841, Obj: 0.300661, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852672, Class: 0.999246, Obj: 0.650534, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790098, Class: 0.993449, Obj: 0.022701, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844833, Class: 0.995474, Obj: 0.397545, No Obj: 0.000403, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.676426, Class: 0.997918, Obj: 0.243256, No Obj: 0.000164, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868559, Class: 0.997297, Obj: 0.117440, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680381, Class: 0.997091, Obj: 0.116223, No Obj: 0.000088, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.691087, Class: 0.999629, Obj: 0.929513, No Obj: 0.000363, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.789087, Class: 0.999014, Obj: 0.629336, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.636902, Class: 0.996487, Obj: 0.012468, No Obj: 0.000040, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754952, Class: 0.996834, Obj: 0.256873, No Obj: 0.000141, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.760900, Class: 0.998267, Obj: 0.092018, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829174, Class: 0.999909, Obj: 0.415023, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659556, Class: 0.998705, Obj: 0.031224, No Obj: 0.000062, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702353, Class: 0.992180, Obj: 0.181153, No Obj: 0.000124, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3655: 0.417188, 0.340714 avg loss, 0.000010 rate, 3.911493 seconds, 233920 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808327, Class: 0.985903, Obj: 0.162295, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.795217, Class: 0.998603, Obj: 0.378006, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868299, Class: 0.995717, Obj: 0.567179, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.870136, Class: 0.998915, Obj: 0.519887, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834666, Class: 0.995474, Obj: 0.461918, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.837173, Class: 0.997773, Obj: 0.275746, No Obj: 0.000222, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.770016, Class: 0.997689, Obj: 0.225387, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.846053, Class: 0.983927, Obj: 0.202016, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.688136, Class: 0.995479, Obj: 0.212640, No Obj: 0.000143, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.688242, Class: 0.998403, Obj: 0.866675, No Obj: 0.000351, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.898057, Class: 0.999605, Obj: 0.160084, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674650, Class: 0.996236, Obj: 0.266256, No Obj: 0.000097, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000340, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675912, Class: 0.990645, Obj: 0.033279, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.822255, Class: 0.997157, Obj: 0.206104, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846554, Class: 0.999338, Obj: 0.295522, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.946084, Class: 0.999682, Obj: 0.897152, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722746, Class: 0.998006, Obj: 0.206946, No Obj: 0.000081, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3656: 0.371581, 0.343801 avg loss, 0.000010 rate, 3.901892 seconds, 233984 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709682, Class: 0.995418, Obj: 0.152790, No Obj: 0.000133, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837866, Class: 0.995409, Obj: 0.292531, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.676424, Class: 0.998911, Obj: 0.257990, No Obj: 0.000082, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832385, Class: 0.995480, Obj: 0.025584, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750970, Class: 0.997225, Obj: 0.156304, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.805163, Class: 0.996712, Obj: 0.388463, No Obj: 0.000480, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.893316, Class: 0.999166, Obj: 0.976901, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725161, Class: 0.998601, Obj: 0.230719, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823163, Class: 0.996658, Obj: 0.680485, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839097, Class: 0.996911, Obj: 0.439283, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840681, Class: 0.991706, Obj: 0.933979, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805528, Class: 0.997944, Obj: 0.208079, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.770790, Class: 0.999121, Obj: 0.468329, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690686, Class: 0.998178, Obj: 0.182662, No Obj: 0.000093, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.783689, Class: 0.996108, Obj: 0.796333, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792488, Class: 0.998007, Obj: 0.073339, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3657: 0.332085, 0.342629 avg loss, 0.000010 rate, 3.924698 seconds, 234048 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857897, Class: 0.985330, Obj: 0.009248, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.882609, Class: 0.999909, Obj: 0.256037, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771397, Class: 0.999647, Obj: 0.624291, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668956, Class: 0.996211, Obj: 0.051767, No Obj: 0.000109, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823072, Class: 0.994188, Obj: 0.359916, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.714492, Class: 0.996416, Obj: 0.090353, No Obj: 0.000141, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759437, Class: 0.997844, Obj: 0.150193, No Obj: 0.000079, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889305, Class: 0.998924, Obj: 0.975998, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741552, Class: 0.996507, Obj: 0.162301, No Obj: 0.000083, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.783829, Class: 0.998682, Obj: 0.357090, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.845234, Class: 0.997052, Obj: 0.428955, No Obj: 0.000448, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.565400, Class: 0.997749, Obj: 0.161843, No Obj: 0.000134, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896991, Class: 0.999585, Obj: 0.906232, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685908, Class: 0.995780, Obj: 0.265722, No Obj: 0.000199, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662570, Class: 0.998465, Obj: 0.058164, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752697, Class: 0.991229, Obj: 0.315561, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3658: 0.417598, 0.350126 avg loss, 0.000010 rate, 3.907998 seconds, 234112 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900420, Class: 0.999843, Obj: 0.762694, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656567, Class: 0.995698, Obj: 0.092427, No Obj: 0.000134, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877954, Class: 0.999356, Obj: 0.734375, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806857, Class: 0.995105, Obj: 0.614958, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.541234, Class: 0.997087, Obj: 0.236576, No Obj: 0.000102, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845622, Class: 0.999543, Obj: 0.670396, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.682293, Class: 0.999266, Obj: 0.172886, No Obj: 0.000086, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.680450, Class: 0.998321, Obj: 0.180561, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809796, Class: 0.998418, Obj: 0.135047, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.774357, Class: 0.988667, Obj: 0.375273, No Obj: 0.000327, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.826627, Class: 0.997896, Obj: 0.417795, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700894, Class: 0.995943, Obj: 0.303578, No Obj: 0.000205, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815328, Class: 0.998246, Obj: 0.793280, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.901583, Class: 0.998471, Obj: 0.504029, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908487, Class: 0.997765, Obj: 0.290872, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.885060, Class: 0.999193, Obj: 0.370081, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3659: 0.332887, 0.348402 avg loss, 0.000010 rate, 3.906829 seconds, 234176 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.808144, Class: 0.998232, Obj: 0.856029, No Obj: 0.000395, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794703, Class: 0.995411, Obj: 0.538658, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748099, Class: 0.997339, Obj: 0.132428, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739291, Class: 0.991777, Obj: 0.197524, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.669011, Class: 0.997047, Obj: 0.247796, No Obj: 0.000114, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879385, Class: 0.998270, Obj: 0.234815, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706526, Class: 0.995064, Obj: 0.014675, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000279, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769923, Class: 0.995790, Obj: 0.085546, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821461, Class: 0.999148, Obj: 0.502634, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907660, Class: 0.999757, Obj: 0.768357, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724087, Class: 0.998468, Obj: 0.007314, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891441, Class: 0.999623, Obj: 0.110203, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822700, Class: 0.998165, Obj: 0.193491, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872830, Class: 0.999622, Obj: 0.571551, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747203, Class: 0.997961, Obj: 0.238200, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3660: 0.282763, 0.341838 avg loss, 0.000010 rate, 3.904732 seconds, 234240 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000436, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825144, Class: 0.987591, Obj: 0.159344, No Obj: 0.000472, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.822487, Class: 0.997323, Obj: 0.049216, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862520, Class: 0.998864, Obj: 0.556616, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779197, Class: 0.996032, Obj: 0.186860, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745893, Class: 0.988596, Obj: 0.307887, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833754, Class: 0.999562, Obj: 0.474073, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.680014, Class: 0.998211, Obj: 0.615089, No Obj: 0.000202, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792391, Class: 0.994031, Obj: 0.240808, No Obj: 0.000058, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750181, Class: 0.998530, Obj: 0.010972, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773861, Class: 0.997416, Obj: 0.311028, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.760977, Class: 0.999199, Obj: 0.609608, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747614, Class: 0.996265, Obj: 0.054527, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757374, Class: 0.990384, Obj: 0.262857, No Obj: 0.000239, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.900823, Class: 0.998431, Obj: 0.126752, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3661: 0.278396, 0.335494 avg loss, 0.000010 rate, 3.903576 seconds, 234304 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.755004, Class: 0.997542, Obj: 0.261628, No Obj: 0.000293, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.861962, Class: 0.991393, Obj: 0.042730, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671570, Class: 0.997319, Obj: 0.027638, No Obj: 0.000067, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.836750, Class: 0.998067, Obj: 0.715434, No Obj: 0.000544, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818455, Class: 0.991407, Obj: 0.297153, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.631039, Class: 0.998191, Obj: 0.177600, No Obj: 0.000118, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742236, Class: 0.999019, Obj: 0.813951, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.716150, Class: 0.998574, Obj: 0.277370, No Obj: 0.000131, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831441, Class: 0.999111, Obj: 0.210814, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.838076, Class: 0.997811, Obj: 0.537077, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838122, Class: 0.992280, Obj: 0.044727, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769959, Class: 0.996816, Obj: 0.006965, No Obj: 0.000014, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782895, Class: 0.998722, Obj: 0.528365, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808904, Class: 0.987774, Obj: 0.056930, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807070, Class: 0.998174, Obj: 0.437041, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921998, Class: 0.999731, Obj: 0.825889, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810861, Class: 0.998092, Obj: 0.320307, No Obj: 0.000224, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3662: 0.382399, 0.340184 avg loss, 0.000010 rate, 3.904949 seconds, 234368 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.699932, Class: 0.998048, Obj: 0.142187, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.746799, Class: 0.993802, Obj: 0.033573, No Obj: 0.000209, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762691, Class: 0.996508, Obj: 0.193142, No Obj: 0.000138, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.872520, Class: 0.998863, Obj: 0.833572, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.711251, Class: 0.993705, Obj: 0.008277, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758666, Class: 0.995754, Obj: 0.601205, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.757301, Class: 0.991600, Obj: 0.306724, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786483, Class: 0.997751, Obj: 0.377370, No Obj: 0.000152, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.911805, Class: 0.999734, Obj: 0.221695, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749625, Class: 0.998766, Obj: 0.448877, No Obj: 0.000206, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769610, Class: 0.998634, Obj: 0.800498, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714430, Class: 0.999840, Obj: 0.940273, No Obj: 0.000148, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809401, Class: 0.998359, Obj: 0.164135, No Obj: 0.000154, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910526, Class: 0.998467, Obj: 0.683038, No Obj: 0.000440, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.862171, Class: 0.999176, Obj: 0.473068, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.671692, Class: 0.996680, Obj: 0.113753, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714178, Class: 0.996978, Obj: 0.134671, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3663: 0.296090, 0.335775 avg loss, 0.000010 rate, 3.901106 seconds, 234432 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841826, Class: 0.998592, Obj: 0.178787, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000237, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811524, Class: 0.995913, Obj: 0.573762, No Obj: 0.000654, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.680416, Class: 0.994943, Obj: 0.248502, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755798, Class: 0.997088, Obj: 0.485018, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668664, Class: 0.997448, Obj: 0.157731, No Obj: 0.000176, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.414469, Class: 0.995528, Obj: 0.020453, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.602571, Class: 0.994886, Obj: 0.092473, No Obj: 0.000114, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629135, Class: 0.995846, Obj: 0.096546, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.837827, Class: 0.999591, Obj: 0.737336, No Obj: 0.000364, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719809, Class: 0.999469, Obj: 0.075533, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.677922, Class: 0.981434, Obj: 0.218600, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.825084, Class: 0.994895, Obj: 0.439876, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.749905, Class: 0.998339, Obj: 0.307451, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3664: 0.336515, 0.335849 avg loss, 0.000010 rate, 3.900938 seconds, 234496 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.865043, Class: 0.998518, Obj: 0.884861, No Obj: 0.000673, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.803885, Class: 0.996068, Obj: 0.409613, No Obj: 0.000421, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.730718, Class: 0.998176, Obj: 0.238993, No Obj: 0.000194, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.724257, Class: 0.999526, Obj: 0.669355, No Obj: 0.000391, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807547, Class: 0.999754, Obj: 0.782278, No Obj: 0.000374, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790353, Class: 0.997663, Obj: 0.128872, No Obj: 0.000156, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825688, Class: 0.997685, Obj: 0.268547, No Obj: 0.000247, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.748825, Class: 0.999027, Obj: 0.065029, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915993, Class: 0.998013, Obj: 0.575941, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.772782, Class: 0.997313, Obj: 0.233529, No Obj: 0.000124, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904466, Class: 0.997503, Obj: 0.225010, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698732, Class: 0.998030, Obj: 0.383812, No Obj: 0.000185, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715915, Class: 0.971428, Obj: 0.001369, No Obj: 0.000143, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759266, Class: 0.997576, Obj: 0.267544, No Obj: 0.000150, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756703, Class: 0.980733, Obj: 0.004987, No Obj: 0.000013, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.815698, Class: 0.998200, Obj: 0.258457, No Obj: 0.000153, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000303, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882761, Class: 0.991041, Obj: 0.100696, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746640, Class: 0.994000, Obj: 0.126949, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 9 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3665: 0.529364, 0.355200 avg loss, 0.000010 rate, 3.926213 seconds, 234560 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791078, Class: 0.998681, Obj: 0.092635, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722779, Class: 0.996916, Obj: 0.212623, No Obj: 0.000119, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.747334, Class: 0.992716, Obj: 0.316328, No Obj: 0.000697, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.869406, Class: 0.999357, Obj: 0.715851, No Obj: 0.000290, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721904, Class: 0.997446, Obj: 0.143376, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.844536, Class: 0.997691, Obj: 0.289661, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.848053, Class: 0.999085, Obj: 0.017593, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781886, Class: 0.999621, Obj: 0.420363, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863524, Class: 0.996617, Obj: 0.702717, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.834805, Class: 0.993800, Obj: 0.304318, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.793211, Class: 0.997202, Obj: 0.398930, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809167, Class: 0.998041, Obj: 0.258311, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704544, Class: 0.997690, Obj: 0.139227, No Obj: 0.000072, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830649, Class: 0.998118, Obj: 0.342994, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.740036, Class: 0.999377, Obj: 0.206126, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.789682, Class: 0.997433, Obj: 0.394038, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.919432, Class: 0.993252, Obj: 0.247733, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.610872, Class: 0.997534, Obj: 0.333223, No Obj: 0.000069, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.779219, Class: 0.994198, Obj: 0.042069, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722085, Class: 0.995825, Obj: 0.162255, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3666: 0.276760, 0.347356 avg loss, 0.000010 rate, 3.922147 seconds, 234624 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829720, Class: 0.991061, Obj: 0.155425, No Obj: 0.000184, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.541562, Class: 0.993851, Obj: 0.330892, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.809518, Class: 0.996130, Obj: 0.089955, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.660646, Class: 0.980897, Obj: 0.161806, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.751758, Class: 0.998561, Obj: 0.201387, No Obj: 0.000115, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779921, Class: 0.998351, Obj: 0.502214, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795061, Class: 0.995187, Obj: 0.793116, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807034, Class: 0.998557, Obj: 0.185769, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806123, Class: 0.998475, Obj: 0.280241, No Obj: 0.000194, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.570836, Class: 0.992831, Obj: 0.546575, No Obj: 0.000569, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857663, Class: 0.999110, Obj: 0.252170, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891141, Class: 0.993688, Obj: 0.518639, No Obj: 0.000413, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.766987, Class: 0.997295, Obj: 0.266806, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.840233, Class: 0.999078, Obj: 0.870063, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.658252, Class: 0.998228, Obj: 0.065850, No Obj: 0.000054, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3667: 0.273313, 0.339952 avg loss, 0.000010 rate, 3.921572 seconds, 234688 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843069, Class: 0.999840, Obj: 0.672286, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751205, Class: 0.996823, Obj: 0.065859, No Obj: 0.000126, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710457, Class: 0.998207, Obj: 0.002726, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783258, Class: 0.993723, Obj: 0.145724, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755447, Class: 0.992334, Obj: 0.138599, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659314, Class: 0.995292, Obj: 0.170508, No Obj: 0.000158, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.807026, Class: 0.988062, Obj: 0.000469, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797442, Class: 0.999711, Obj: 0.688738, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807041, Class: 0.998894, Obj: 0.439335, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.594946, Class: 0.997682, Obj: 0.126179, No Obj: 0.000054, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700444, Class: 0.996928, Obj: 0.123468, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737710, Class: 0.997324, Obj: 0.275232, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.774779, Class: 0.995784, Obj: 0.097436, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688113, Class: 0.998609, Obj: 0.210659, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3668: 0.476073, 0.353564 avg loss, 0.000010 rate, 3.926452 seconds, 234752 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642518, Class: 0.994760, Obj: 0.011331, No Obj: 0.000066, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796892, Class: 0.994624, Obj: 0.239242, No Obj: 0.000249, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.759756, Class: 0.996495, Obj: 0.150752, No Obj: 0.000112, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760366, Class: 0.986590, Obj: 0.375235, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783694, Class: 0.996757, Obj: 0.101991, No Obj: 0.000121, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733342, Class: 0.997548, Obj: 0.310511, No Obj: 0.000131, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764115, Class: 0.996888, Obj: 0.192231, No Obj: 0.000155, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704143, Class: 0.995353, Obj: 0.174741, No Obj: 0.000139, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898090, Class: 0.999822, Obj: 0.947698, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746042, Class: 0.997375, Obj: 0.277324, No Obj: 0.000171, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.742204, Class: 0.995705, Obj: 0.287113, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.726366, Class: 0.994239, Obj: 0.026668, No Obj: 0.000238, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.858869, Class: 0.999118, Obj: 0.219187, No Obj: 0.000125, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3669: 0.525072, 0.370715 avg loss, 0.000010 rate, 3.909629 seconds, 234816 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.864067, Class: 0.998560, Obj: 0.811456, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813151, Class: 0.999725, Obj: 0.485362, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.870917, Class: 0.997812, Obj: 0.351217, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.660487, Class: 0.981780, Obj: 0.449778, No Obj: 0.000400, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834135, Class: 0.999803, Obj: 0.554417, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.896676, Class: 0.999323, Obj: 0.494230, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.638922, Class: 0.997519, Obj: 0.005822, No Obj: 0.000184, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.854290, Class: 0.996776, Obj: 0.050279, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795891, Class: 0.999001, Obj: 0.393581, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822855, Class: 0.997534, Obj: 0.461330, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.833113, Class: 0.997841, Obj: 0.332077, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823162, Class: 0.998675, Obj: 0.069977, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754230, Class: 0.998143, Obj: 0.127395, No Obj: 0.000179, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672443, Class: 0.998634, Obj: 0.225849, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3670: 0.296238, 0.363267 avg loss, 0.000010 rate, 3.908008 seconds, 234880 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898563, Class: 0.998221, Obj: 0.354318, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658776, Class: 0.997755, Obj: 0.197434, No Obj: 0.000111, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733497, Class: 0.995559, Obj: 0.070900, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794963, Class: 0.995521, Obj: 0.176257, No Obj: 0.000191, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772058, Class: 0.996490, Obj: 0.128446, No Obj: 0.000064, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768912, Class: 0.997327, Obj: 0.241975, No Obj: 0.000154, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785039, Class: 0.999236, Obj: 0.329149, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872245, Class: 0.998555, Obj: 0.469953, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709080, Class: 0.994323, Obj: 0.427501, No Obj: 0.000406, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735191, Class: 0.995307, Obj: 0.128726, No Obj: 0.000082, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.818414, Class: 0.997390, Obj: 0.705579, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729221, Class: 0.997356, Obj: 0.145959, No Obj: 0.000072, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3671: 0.354843, 0.362425 avg loss, 0.000010 rate, 3.918607 seconds, 234944 images Loaded: 0.000045 seconds Region 82 Avg IOU: 0.521946, Class: 0.987012, Obj: 0.268372, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.637786, Class: 0.949495, Obj: 0.003966, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648956, Class: 0.997266, Obj: 0.308062, No Obj: 0.000177, .5R: 0.714286, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.685403, Class: 0.998378, Obj: 0.849314, No Obj: 0.000268, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838655, Class: 0.998266, Obj: 0.958093, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806649, Class: 0.997176, Obj: 0.285599, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832433, Class: 0.999246, Obj: 0.872478, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777390, Class: 0.997063, Obj: 0.018660, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853352, Class: 0.997817, Obj: 0.568910, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.883218, Class: 0.999641, Obj: 0.800600, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812368, Class: 0.999619, Obj: 0.354790, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.780594, Class: 0.999157, Obj: 0.476198, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.816282, Class: 0.990472, Obj: 0.453781, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684163, Class: 0.996111, Obj: 0.042124, No Obj: 0.000105, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707451, Class: 0.997886, Obj: 0.090932, No Obj: 0.000113, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923223, Class: 0.999411, Obj: 0.481998, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690887, Class: 0.996771, Obj: 0.159411, No Obj: 0.000084, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3672: 0.364226, 0.362605 avg loss, 0.000010 rate, 3.932277 seconds, 235008 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854987, Class: 0.996143, Obj: 0.564919, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.678460, Class: 0.999409, Obj: 0.015226, No Obj: 0.000117, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.894878, Class: 0.996916, Obj: 0.206120, No Obj: 0.000516, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737297, Class: 0.997685, Obj: 0.231469, No Obj: 0.000191, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863101, Class: 0.997233, Obj: 0.830028, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827859, Class: 0.997637, Obj: 0.287130, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847170, Class: 0.998504, Obj: 0.360886, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893293, Class: 0.995415, Obj: 0.200843, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812650, Class: 0.996118, Obj: 0.321712, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894517, Class: 0.999410, Obj: 0.400336, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.664737, Class: 0.999380, Obj: 0.352492, No Obj: 0.000193, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722010, Class: 0.996638, Obj: 0.092372, No Obj: 0.000046, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864812, Class: 0.996156, Obj: 0.532327, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796709, Class: 0.995366, Obj: 0.152449, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3673: 0.297352, 0.356080 avg loss, 0.000010 rate, 3.917984 seconds, 235072 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763677, Class: 0.997259, Obj: 0.218420, No Obj: 0.000114, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.492786, Class: 0.993345, Obj: 0.031478, No Obj: 0.000033, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777617, Class: 0.996965, Obj: 0.472420, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822365, Class: 0.997610, Obj: 0.164196, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.582881, Class: 0.988084, Obj: 0.000185, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766787, Class: 0.999286, Obj: 0.480940, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000229, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689732, Class: 0.996169, Obj: 0.380803, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800630, Class: 0.998583, Obj: 0.314475, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.706016, Class: 0.982919, Obj: 0.440188, No Obj: 0.000262, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.660144, Class: 0.996266, Obj: 0.213130, No Obj: 0.000219, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.868348, Class: 0.998306, Obj: 0.331041, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869060, Class: 0.989308, Obj: 0.399901, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.683509, Class: 0.998571, Obj: 0.161902, No Obj: 0.000067, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933291, Class: 0.999624, Obj: 0.401926, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.743625, Class: 0.997108, Obj: 0.263928, No Obj: 0.000147, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3674: 0.344993, 0.354971 avg loss, 0.000010 rate, 3.915958 seconds, 235136 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.808616, Class: 0.996119, Obj: 0.460307, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.913276, Class: 0.999445, Obj: 0.899914, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703636, Class: 0.996415, Obj: 0.114134, No Obj: 0.000118, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.790770, Class: 0.998621, Obj: 0.505604, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.894467, Class: 0.995950, Obj: 0.186416, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799506, Class: 0.998189, Obj: 0.371137, No Obj: 0.000142, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744161, Class: 0.998949, Obj: 0.316843, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755784, Class: 0.996756, Obj: 0.249935, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782647, Class: 0.999287, Obj: 0.392385, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800942, Class: 0.998774, Obj: 0.326801, No Obj: 0.000154, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.630681, Class: 0.998749, Obj: 0.555113, No Obj: 0.000289, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815982, Class: 0.996335, Obj: 0.123013, No Obj: 0.000112, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678957, Class: 0.997236, Obj: 0.677875, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.646151, Class: 0.995577, Obj: 0.003786, No Obj: 0.000024, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863309, Class: 0.999446, Obj: 0.503816, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.931996, Class: 0.994460, Obj: 0.107461, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764074, Class: 0.992099, Obj: 0.102713, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.826328, Class: 0.998092, Obj: 0.342504, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3675: 0.310718, 0.350546 avg loss, 0.000010 rate, 3.923275 seconds, 235200 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761947, Class: 0.993416, Obj: 0.603906, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.567616, Class: 0.992344, Obj: 0.034110, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.707274, Class: 0.998290, Obj: 0.519210, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816033, Class: 0.997175, Obj: 0.585087, No Obj: 0.000583, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.794658, Class: 0.998277, Obj: 0.365677, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665732, Class: 0.997594, Obj: 0.386133, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.796722, Class: 0.998656, Obj: 0.264558, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.905869, Class: 0.939426, Obj: 0.000069, No Obj: 0.000003, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721105, Class: 0.995835, Obj: 0.238077, No Obj: 0.000127, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784155, Class: 0.997209, Obj: 0.140467, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815094, Class: 0.999710, Obj: 0.963680, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719579, Class: 0.998077, Obj: 0.229910, No Obj: 0.000121, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.874798, Class: 0.999406, Obj: 0.815882, No Obj: 0.000467, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722427, Class: 0.984344, Obj: 0.266134, No Obj: 0.000106, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.647754, Class: 0.993022, Obj: 0.823199, No Obj: 0.000394, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.820079, Class: 0.999238, Obj: 0.868608, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622001, Class: 0.995759, Obj: 0.175678, No Obj: 0.000155, .5R: 0.714286, .75R: 0.428571, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3676: 0.409497, 0.356441 avg loss, 0.000010 rate, 3.926043 seconds, 235264 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742094, Class: 0.995620, Obj: 0.260325, No Obj: 0.000233, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.756924, Class: 0.993850, Obj: 0.154745, No Obj: 0.000100, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.762206, Class: 0.994766, Obj: 0.192810, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802517, Class: 0.998925, Obj: 0.132605, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820784, Class: 0.996966, Obj: 0.169616, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789965, Class: 0.998036, Obj: 0.013754, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767222, Class: 0.995448, Obj: 0.104529, No Obj: 0.000060, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711194, Class: 0.995798, Obj: 0.301547, No Obj: 0.000069, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785490, Class: 0.997180, Obj: 0.299778, No Obj: 0.000278, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761208, Class: 0.997163, Obj: 0.202717, No Obj: 0.000202, .5R: 1.000000, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823933, Class: 0.996217, Obj: 0.382703, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804936, Class: 0.997888, Obj: 0.893004, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.287858, Class: 0.998450, Obj: 0.023002, No Obj: 0.000019, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814251, Class: 0.999969, Obj: 0.409467, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3677: 0.329733, 0.353770 avg loss, 0.000010 rate, 3.900652 seconds, 235328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862266, Class: 0.998941, Obj: 0.597016, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645901, Class: 0.997892, Obj: 0.060338, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.722834, Class: 0.995919, Obj: 0.258049, No Obj: 0.000292, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.738532, Class: 0.999064, Obj: 0.215558, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.721907, Class: 0.996139, Obj: 0.162966, No Obj: 0.000209, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.881460, Class: 0.997433, Obj: 0.034732, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814455, Class: 0.995477, Obj: 0.432020, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796076, Class: 0.997061, Obj: 0.274472, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859861, Class: 0.996861, Obj: 0.360502, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734596, Class: 0.994936, Obj: 0.048021, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646442, Class: 0.999766, Obj: 0.039618, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832971, Class: 0.992596, Obj: 0.120963, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.703437, Class: 0.998179, Obj: 0.042538, No Obj: 0.000109, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.628397, Class: 0.998334, Obj: 0.140205, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.776631, Class: 0.998204, Obj: 0.223910, No Obj: 0.000160, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3678: 0.284260, 0.346819 avg loss, 0.000010 rate, 3.926669 seconds, 235392 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872885, Class: 0.999816, Obj: 0.832366, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.884331, Class: 0.998348, Obj: 0.484347, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780701, Class: 0.999957, Obj: 0.385770, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867981, Class: 0.996619, Obj: 0.358129, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890296, Class: 0.999112, Obj: 0.741301, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.758017, Class: 0.998085, Obj: 0.459161, No Obj: 0.000206, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819948, Class: 0.997616, Obj: 0.385861, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815957, Class: 0.989846, Obj: 0.193581, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878841, Class: 0.998081, Obj: 0.440674, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749707, Class: 0.997492, Obj: 0.198171, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.839076, Class: 0.997957, Obj: 0.161368, No Obj: 0.000202, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763814, Class: 0.993724, Obj: 0.630603, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754162, Class: 0.996417, Obj: 0.274023, No Obj: 0.000129, .5R: 0.857143, .75R: 0.571429, count: 7 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3679: 0.237956, 0.335933 avg loss, 0.000010 rate, 3.908675 seconds, 235456 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724548, Class: 0.998627, Obj: 0.275410, No Obj: 0.000148, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840193, Class: 0.997088, Obj: 0.236015, No Obj: 0.000163, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779646, Class: 0.998159, Obj: 0.584916, No Obj: 0.000294, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.640073, Class: 0.995965, Obj: 0.005194, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000351, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875045, Class: 0.995726, Obj: 0.456597, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.631832, Class: 0.996034, Obj: 0.294337, No Obj: 0.000164, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.922954, Class: 0.997092, Obj: 0.270424, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844263, Class: 0.997654, Obj: 0.469581, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689669, Class: 0.996588, Obj: 0.106754, No Obj: 0.000112, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.944881, Class: 0.997972, Obj: 0.757064, No Obj: 0.000506, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.848660, Class: 0.999235, Obj: 0.794983, No Obj: 0.000442, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802878, Class: 0.998657, Obj: 0.279186, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000346, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771993, Class: 0.997075, Obj: 0.328323, No Obj: 0.000201, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3680: 0.353520, 0.337691 avg loss, 0.000010 rate, 3.920124 seconds, 235520 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.766605, Class: 0.994825, Obj: 0.077835, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.742946, Class: 0.997142, Obj: 0.620818, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.639825, Class: 0.993897, Obj: 0.107624, No Obj: 0.000040, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690330, Class: 0.996226, Obj: 0.027849, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.639351, Class: 0.996959, Obj: 0.607678, No Obj: 0.000374, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836088, Class: 0.996713, Obj: 0.385044, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886677, Class: 0.998743, Obj: 0.231270, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719050, Class: 0.996595, Obj: 0.376388, No Obj: 0.000138, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854122, Class: 0.985957, Obj: 0.127483, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679191, Class: 0.998094, Obj: 0.053586, No Obj: 0.000166, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.894407, Class: 0.998708, Obj: 0.683702, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.638369, Class: 0.969360, Obj: 0.000996, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.719635, Class: 0.997425, Obj: 0.079584, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867053, Class: 0.999546, Obj: 0.295321, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.837499, Class: 0.999313, Obj: 0.453574, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746558, Class: 0.999207, Obj: 0.593263, No Obj: 0.000200, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710129, Class: 0.995617, Obj: 0.110781, No Obj: 0.000152, .5R: 0.750000, .75R: 0.625000, count: 8 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3681: 0.374266, 0.341349 avg loss, 0.000010 rate, 3.911684 seconds, 235584 images Loaded: 0.000050 seconds Region 82 Avg IOU: 0.860904, Class: 0.999347, Obj: 0.897444, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829480, Class: 0.999946, Obj: 0.931178, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859267, Class: 0.998150, Obj: 0.507902, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838033, Class: 0.988081, Obj: 0.032223, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828897, Class: 0.997605, Obj: 0.223675, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.816334, Class: 0.997662, Obj: 0.239318, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.775738, Class: 0.971694, Obj: 0.071890, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.844439, Class: 0.997248, Obj: 0.035133, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000196, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880692, Class: 0.999733, Obj: 0.503091, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.844247, Class: 0.996234, Obj: 0.239205, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842028, Class: 0.997332, Obj: 0.697011, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.859985, Class: 0.999532, Obj: 0.595095, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837526, Class: 0.999555, Obj: 0.779256, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.623892, Class: 0.997468, Obj: 0.154544, No Obj: 0.000173, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725119, Class: 0.993447, Obj: 0.009628, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.640131, Class: 0.998570, Obj: 0.571589, No Obj: 0.000242, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.848377, Class: 0.996566, Obj: 0.228321, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725048, Class: 0.997907, Obj: 0.616006, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3682: 0.313147, 0.338529 avg loss, 0.000010 rate, 3.923393 seconds, 235648 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799829, Class: 0.996620, Obj: 0.567407, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.822144, Class: 0.999517, Obj: 0.830291, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731003, Class: 0.998133, Obj: 0.812489, No Obj: 0.000132, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.717955, Class: 0.998429, Obj: 0.283325, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784896, Class: 0.995104, Obj: 0.163837, No Obj: 0.000192, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881628, Class: 0.996648, Obj: 0.221118, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802785, Class: 0.996654, Obj: 0.121599, No Obj: 0.000095, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000276, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689963, Class: 0.992293, Obj: 0.006595, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.706152, Class: 0.996152, Obj: 0.158599, No Obj: 0.000165, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833747, Class: 0.999325, Obj: 0.161765, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.812366, Class: 0.998959, Obj: 0.105227, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837077, Class: 0.989802, Obj: 0.018879, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.604613, Class: 0.998270, Obj: 0.002776, No Obj: 0.000035, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872311, Class: 0.996876, Obj: 0.462302, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.600146, Class: 0.996964, Obj: 0.007169, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3683: 0.348398, 0.339516 avg loss, 0.000010 rate, 3.904021 seconds, 235712 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.762774, Class: 0.999605, Obj: 0.928638, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737571, Class: 0.997811, Obj: 0.225450, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771813, Class: 0.997295, Obj: 0.105504, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933031, Class: 0.994445, Obj: 0.245254, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694335, Class: 0.998807, Obj: 0.398818, No Obj: 0.000091, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817183, Class: 0.995105, Obj: 0.386988, No Obj: 0.000140, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725104, Class: 0.993507, Obj: 0.158045, No Obj: 0.000212, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788634, Class: 0.992578, Obj: 0.214114, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.714393, Class: 0.998432, Obj: 0.244403, No Obj: 0.000159, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897158, Class: 0.999844, Obj: 0.703928, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824057, Class: 0.997649, Obj: 0.006775, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951628, Class: 0.999393, Obj: 0.837652, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803149, Class: 0.998577, Obj: 0.228572, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.871469, Class: 0.999626, Obj: 0.888458, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744541, Class: 0.996654, Obj: 0.453887, No Obj: 0.000139, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3684: 0.374613, 0.343025 avg loss, 0.000010 rate, 3.915103 seconds, 235776 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829917, Class: 0.997351, Obj: 0.184940, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827901, Class: 0.998768, Obj: 0.251069, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866427, Class: 0.992513, Obj: 0.779833, No Obj: 0.000537, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.779109, Class: 0.995295, Obj: 0.062939, No Obj: 0.000064, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.835148, Class: 0.994079, Obj: 0.041886, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757011, Class: 0.997525, Obj: 0.341881, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761121, Class: 0.993621, Obj: 0.143933, No Obj: 0.000095, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804633, Class: 0.999545, Obj: 0.410387, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771001, Class: 0.985493, Obj: 0.137653, No Obj: 0.000229, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.797952, Class: 0.995936, Obj: 0.070703, No Obj: 0.000125, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808549, Class: 0.991556, Obj: 0.076301, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.691434, Class: 0.996654, Obj: 0.093786, No Obj: 0.000103, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761762, Class: 0.999135, Obj: 0.801437, No Obj: 0.000262, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.734351, Class: 0.997346, Obj: 0.121156, No Obj: 0.000074, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3685: 0.377075, 0.346430 avg loss, 0.000010 rate, 3.913394 seconds, 235840 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819632, Class: 0.998052, Obj: 0.287789, No Obj: 0.000206, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789434, Class: 0.998857, Obj: 0.326270, No Obj: 0.000147, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.751205, Class: 0.999764, Obj: 0.944404, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767656, Class: 0.997968, Obj: 0.449855, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790160, Class: 0.998926, Obj: 0.561502, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.508222, Class: 0.997379, Obj: 0.137076, No Obj: 0.000061, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.803596, Class: 0.991292, Obj: 0.038919, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829307, Class: 0.995833, Obj: 0.503255, No Obj: 0.000463, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.630511, Class: 0.997447, Obj: 0.278857, No Obj: 0.000098, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712147, Class: 0.995581, Obj: 0.186875, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.841652, Class: 0.995554, Obj: 0.143138, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677777, Class: 0.996850, Obj: 0.123792, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806120, Class: 0.996031, Obj: 0.736276, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804617, Class: 0.997705, Obj: 0.237799, No Obj: 0.000149, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3686: 0.391809, 0.350968 avg loss, 0.000010 rate, 3.906285 seconds, 235904 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796592, Class: 0.992007, Obj: 0.576829, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774143, Class: 0.997673, Obj: 0.114755, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930476, Class: 0.991970, Obj: 0.222112, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701527, Class: 0.998915, Obj: 0.155754, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840390, Class: 0.972235, Obj: 0.018587, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.805090, Class: 0.997609, Obj: 0.297042, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765923, Class: 0.997479, Obj: 0.015222, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831690, Class: 0.997351, Obj: 0.138809, No Obj: 0.000134, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897083, Class: 0.999668, Obj: 0.767637, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778808, Class: 0.994483, Obj: 0.214404, No Obj: 0.000144, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846129, Class: 0.998263, Obj: 0.085586, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901380, Class: 0.993902, Obj: 0.714405, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741941, Class: 0.996231, Obj: 0.115917, No Obj: 0.000145, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.950615, Class: 0.997064, Obj: 0.078549, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.646065, Class: 0.995553, Obj: 0.130616, No Obj: 0.000112, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3687: 0.368820, 0.352753 avg loss, 0.000010 rate, 3.894624 seconds, 235968 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771567, Class: 0.999574, Obj: 0.471485, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880682, Class: 0.999828, Obj: 0.200428, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779257, Class: 0.997312, Obj: 0.331002, No Obj: 0.000239, .5R: 0.888889, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777876, Class: 0.997927, Obj: 0.146049, No Obj: 0.000091, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.518962, Class: 0.964325, Obj: 0.306061, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782642, Class: 0.998219, Obj: 0.344208, No Obj: 0.000174, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903057, Class: 0.999689, Obj: 0.070620, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664114, Class: 0.994509, Obj: 0.380701, No Obj: 0.000092, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.616796, Class: 0.984475, Obj: 0.001152, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.925214, Class: 0.993821, Obj: 0.441527, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000244, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833154, Class: 0.996197, Obj: 0.434309, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.759908, Class: 0.998597, Obj: 0.188524, No Obj: 0.000075, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.717131, Class: 0.997216, Obj: 0.173465, No Obj: 0.000086, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3688: 0.292562, 0.346734 avg loss, 0.000010 rate, 3.920227 seconds, 236032 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.939722, Class: 0.992894, Obj: 0.062179, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.814033, Class: 0.999131, Obj: 0.222852, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.812906, Class: 0.997560, Obj: 0.121168, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778585, Class: 0.999361, Obj: 0.455585, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814246, Class: 0.998466, Obj: 0.478542, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858825, Class: 0.999310, Obj: 0.264698, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726004, Class: 0.997403, Obj: 0.072769, No Obj: 0.000122, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951437, Class: 0.999637, Obj: 0.162161, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737428, Class: 0.998180, Obj: 0.200754, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.737028, Class: 0.969943, Obj: 0.148750, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798468, Class: 0.998726, Obj: 0.430333, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764644, Class: 0.993701, Obj: 0.310885, No Obj: 0.000204, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.873155, Class: 0.998235, Obj: 0.441278, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692777, Class: 0.994944, Obj: 0.310880, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848413, Class: 0.999705, Obj: 0.978933, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720087, Class: 0.994487, Obj: 0.164565, No Obj: 0.000083, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3689: 0.258808, 0.337942 avg loss, 0.000010 rate, 3.913315 seconds, 236096 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798187, Class: 0.991782, Obj: 0.567849, No Obj: 0.000656, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.821163, Class: 0.998082, Obj: 0.168853, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.894671, Class: 0.985207, Obj: 0.577336, No Obj: 0.000371, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733157, Class: 0.995625, Obj: 0.378286, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755158, Class: 0.997548, Obj: 0.696332, No Obj: 0.000416, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.885837, Class: 0.998687, Obj: 0.323584, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852024, Class: 0.998327, Obj: 0.412423, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770109, Class: 0.999861, Obj: 0.909223, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.616147, Class: 0.994809, Obj: 0.133786, No Obj: 0.000137, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.717119, Class: 0.991577, Obj: 0.253329, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800126, Class: 0.996557, Obj: 0.453267, No Obj: 0.000134, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875600, Class: 0.999555, Obj: 0.565374, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688557, Class: 0.996509, Obj: 0.091165, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857250, Class: 0.999215, Obj: 0.425567, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3690 iterations) Last accuracy mAP@0.5 = 79.33 % 3690: 0.250638, 0.329211 avg loss, 0.000010 rate, 3.917616 seconds, 236160 images calculation mAP (mean average precision)... detections_count = 1280, unique_truth_count = 323 rank = 0 of ranks = 1280 rank = 100 of ranks = 1280 rank = 200 of ranks = 1280 rank = 300 of ranks = 1280 rank = 400 of ranks = 1280 rank = 500 of ranks = 1280 rank = 600 of ranks = 1280 rank = 700 of ranks = 1280 rank = 800 of ranks = 1280 rank = 900 of ranks = 1280 rank = 1000 of ranks = 1280 rank = 1100 of ranks = 1280 rank = 1200 of ranks = 1280 class_id = 0, name = lca, ap = 79.40% (TP = 224, FP = 41) for thresh = 0.25, precision = 0.85, recall = 0.69, F1-score = 0.76 for thresh = 0.25, TP = 224, FP = 41, FN = 99, average IoU = 64.63 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.794011, or 79.40 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.794011 Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874669, Class: 0.997556, Obj: 0.549986, No Obj: 0.000520, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915877, Class: 0.987051, Obj: 0.307304, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707293, Class: 0.995262, Obj: 0.055672, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802819, Class: 0.996465, Obj: 0.171516, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753351, Class: 0.995767, Obj: 0.184783, No Obj: 0.000159, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773485, Class: 0.999869, Obj: 0.318259, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.762380, Class: 0.997246, Obj: 0.075277, No Obj: 0.000148, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838053, Class: 0.996641, Obj: 0.061345, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701953, Class: 0.994341, Obj: 0.166892, No Obj: 0.000105, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.641963, Class: 0.995636, Obj: 0.059953, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.361214, Class: 0.992614, Obj: 0.184616, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.661232, Class: 0.997439, Obj: 0.542666, No Obj: 0.000345, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.838081, Class: 0.999910, Obj: 0.581381, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776947, Class: 0.996347, Obj: 0.117010, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.865784, Class: 0.998968, Obj: 0.769751, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734935, Class: 0.996043, Obj: 0.082395, No Obj: 0.000163, .5R: 1.000000, .75R: 0.500000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3691: 0.462873, 0.342577 avg loss, 0.000010 rate, 3.688458 seconds, 236224 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776317, Class: 0.996142, Obj: 0.002156, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790102, Class: 0.999277, Obj: 0.353579, No Obj: 0.000198, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730875, Class: 0.997172, Obj: 0.178431, No Obj: 0.000060, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854600, Class: 0.998748, Obj: 0.712536, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728197, Class: 0.990483, Obj: 0.140827, No Obj: 0.000148, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760240, Class: 0.998243, Obj: 0.336632, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711043, Class: 0.998417, Obj: 0.860080, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770728, Class: 0.996224, Obj: 0.092704, No Obj: 0.000173, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758763, Class: 0.999669, Obj: 0.048952, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900034, Class: 0.998109, Obj: 0.610711, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799328, Class: 0.996431, Obj: 0.387471, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837942, Class: 0.997647, Obj: 0.438481, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659134, Class: 0.998775, Obj: 0.325252, No Obj: 0.000110, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3692: 0.315355, 0.339855 avg loss, 0.000010 rate, 3.902310 seconds, 236288 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883977, Class: 0.997693, Obj: 0.160641, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.574854, Class: 0.996254, Obj: 0.045184, No Obj: 0.000019, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815007, Class: 0.998462, Obj: 0.215311, No Obj: 0.000194, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739946, Class: 0.999336, Obj: 0.208726, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.832226, Class: 0.995194, Obj: 0.460920, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.954357, Class: 0.999861, Obj: 0.776671, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860605, Class: 0.997815, Obj: 0.940410, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.688198, Class: 0.995061, Obj: 0.017149, No Obj: 0.000054, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618868, Class: 0.994615, Obj: 0.099376, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787768, Class: 0.996922, Obj: 0.347953, No Obj: 0.000233, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805244, Class: 0.997573, Obj: 0.513773, No Obj: 0.000219, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833305, Class: 0.998897, Obj: 0.335943, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3693: 0.255185, 0.331388 avg loss, 0.000010 rate, 3.906641 seconds, 236352 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.825375, Class: 0.980707, Obj: 0.514522, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725221, Class: 0.996157, Obj: 0.136730, No Obj: 0.000128, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.823250, Class: 0.998058, Obj: 0.085954, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860963, Class: 0.999086, Obj: 0.817841, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870028, Class: 0.998925, Obj: 0.977872, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781820, Class: 0.991349, Obj: 0.138414, No Obj: 0.000144, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770915, Class: 0.985462, Obj: 0.574261, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697752, Class: 0.997891, Obj: 0.018626, No Obj: 0.000070, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799592, Class: 0.997319, Obj: 0.349010, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.874774, Class: 0.992951, Obj: 0.768873, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855358, Class: 0.999714, Obj: 0.710439, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730925, Class: 0.994846, Obj: 0.191095, No Obj: 0.000172, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.619701, Class: 0.998753, Obj: 0.818683, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709468, Class: 0.996101, Obj: 0.096564, No Obj: 0.000188, .5R: 0.909091, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000245, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710486, Class: 0.997222, Obj: 0.201687, No Obj: 0.000039, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3694: 0.463757, 0.344625 avg loss, 0.000010 rate, 3.906505 seconds, 236416 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627941, Class: 0.981403, Obj: 0.001754, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673558, Class: 0.996229, Obj: 0.061161, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831762, Class: 0.998552, Obj: 0.818338, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791858, Class: 0.990604, Obj: 0.153327, No Obj: 0.000051, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762039, Class: 0.992692, Obj: 0.297190, No Obj: 0.000195, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914758, Class: 0.999139, Obj: 0.486715, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.879079, Class: 0.998178, Obj: 0.454969, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.409874, Class: 0.992672, Obj: 0.026948, No Obj: 0.000035, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827287, Class: 0.998600, Obj: 0.160344, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793599, Class: 0.997751, Obj: 0.086377, No Obj: 0.000053, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834478, Class: 0.999516, Obj: 0.584829, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.826178, Class: 0.996637, Obj: 0.205837, No Obj: 0.000173, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3695: 0.285949, 0.338758 avg loss, 0.000010 rate, 3.899184 seconds, 236480 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906399, Class: 0.988582, Obj: 0.116206, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785575, Class: 0.999264, Obj: 0.299660, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885655, Class: 0.995947, Obj: 0.764270, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791711, Class: 0.996975, Obj: 0.183013, No Obj: 0.000164, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.850670, Class: 0.996531, Obj: 0.045452, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.877589, Class: 0.999764, Obj: 0.822886, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734956, Class: 0.998448, Obj: 0.249627, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.853044, Class: 0.999675, Obj: 0.879767, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767387, Class: 0.997230, Obj: 0.072932, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.638420, Class: 0.949016, Obj: 0.397625, No Obj: 0.000223, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866571, Class: 0.990012, Obj: 0.005334, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848015, Class: 0.997869, Obj: 0.327959, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853004, Class: 0.999912, Obj: 0.790900, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725804, Class: 0.999198, Obj: 0.338887, No Obj: 0.000151, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790317, Class: 0.996436, Obj: 0.238231, No Obj: 0.000123, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.593926, Class: 0.998739, Obj: 0.531500, No Obj: 0.000230, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811683, Class: 0.998124, Obj: 0.354917, No Obj: 0.000131, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3696: 0.268564, 0.331738 avg loss, 0.000010 rate, 3.901678 seconds, 236544 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918217, Class: 0.999953, Obj: 0.988575, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741918, Class: 0.997601, Obj: 0.268681, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795888, Class: 0.988120, Obj: 0.185553, No Obj: 0.000195, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824449, Class: 0.999336, Obj: 0.214222, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828979, Class: 0.995214, Obj: 0.315904, No Obj: 0.000376, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.837567, Class: 0.995417, Obj: 0.321181, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: 0.832099, Class: 0.995244, Obj: 0.258392, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823915, Class: 0.998814, Obj: 0.329171, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.926541, Class: 0.989957, Obj: 0.645958, No Obj: 0.000444, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.882610, Class: 0.997578, Obj: 0.457039, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672314, Class: 0.995193, Obj: 0.091660, No Obj: 0.000104, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773829, Class: 0.997993, Obj: 0.409354, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846123, Class: 0.998639, Obj: 0.308514, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801019, Class: 0.994340, Obj: 0.018903, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779856, Class: 0.998727, Obj: 0.347612, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3697: 0.322187, 0.330783 avg loss, 0.000010 rate, 3.900979 seconds, 236608 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725722, Class: 0.992645, Obj: 0.020881, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791143, Class: 0.999268, Obj: 0.462920, No Obj: 0.000113, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705969, Class: 0.999285, Obj: 0.147619, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.866768, Class: 0.998770, Obj: 0.569612, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774934, Class: 0.999295, Obj: 0.519495, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.692125, Class: 0.996390, Obj: 0.116774, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814644, Class: 0.995413, Obj: 0.000497, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809625, Class: 0.996911, Obj: 0.159847, No Obj: 0.000097, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000132, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846995, Class: 0.985558, Obj: 0.796312, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749898, Class: 0.999544, Obj: 0.259393, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801402, Class: 0.997889, Obj: 0.243952, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881895, Class: 0.995689, Obj: 0.111129, No Obj: 0.000111, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3698: 0.199549, 0.317660 avg loss, 0.000010 rate, 3.903819 seconds, 236672 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889768, Class: 0.998733, Obj: 0.863955, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.843810, Class: 0.999148, Obj: 0.605389, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.698401, Class: 0.981987, Obj: 0.179637, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.909782, Class: 0.999913, Obj: 0.927593, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722667, Class: 0.997322, Obj: 0.208484, No Obj: 0.000162, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794365, Class: 0.997617, Obj: 0.610157, No Obj: 0.000346, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.789632, Class: 0.994706, Obj: 0.285277, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.874253, Class: 0.998105, Obj: 0.029143, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829820, Class: 0.998727, Obj: 0.310089, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861572, Class: 0.998510, Obj: 0.689879, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889233, Class: 0.998166, Obj: 0.584615, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766297, Class: 0.997691, Obj: 0.079437, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.657920, Class: 0.964700, Obj: 0.003694, No Obj: 0.000036, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.889321, Class: 0.996167, Obj: 0.721276, No Obj: 0.000448, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.645841, Class: 0.995417, Obj: 0.012755, No Obj: 0.000037, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869250, Class: 0.996861, Obj: 0.689862, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764191, Class: 0.993884, Obj: 0.162910, No Obj: 0.000055, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873816, Class: 0.999125, Obj: 0.495129, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.775170, Class: 0.999470, Obj: 0.380448, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3699: 0.304854, 0.316379 avg loss, 0.000010 rate, 3.905866 seconds, 236736 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778015, Class: 0.996639, Obj: 0.214956, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.703909, Class: 0.996782, Obj: 0.205985, No Obj: 0.000172, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.807930, Class: 0.990223, Obj: 0.462089, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.836448, Class: 0.996261, Obj: 0.145813, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614773, Class: 0.983583, Obj: 0.301455, No Obj: 0.000074, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.786653, Class: 0.992019, Obj: 0.001773, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.814434, Class: 0.997331, Obj: 0.488516, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.627920, Class: 0.992652, Obj: 0.175301, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679001, Class: 0.995658, Obj: 0.204801, No Obj: 0.000109, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891946, Class: 0.999547, Obj: 0.071336, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.841498, Class: 0.995580, Obj: 0.077203, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815044, Class: 0.999755, Obj: 0.713333, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756809, Class: 0.994810, Obj: 0.073315, No Obj: 0.000195, .5R: 1.000000, .75R: 0.545455, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872788, Class: 0.999800, Obj: 0.163626, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851923, Class: 0.999778, Obj: 0.823969, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3700: 0.368651, 0.321606 avg loss, 0.000010 rate, 3.901555 seconds, 236800 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709292, Class: 0.985092, Obj: 0.017374, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.736106, Class: 0.998163, Obj: 0.390200, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749933, Class: 0.996162, Obj: 0.278903, No Obj: 0.000068, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689443, Class: 0.998058, Obj: 0.163019, No Obj: 0.000143, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906398, Class: 0.997533, Obj: 0.056947, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757127, Class: 0.998690, Obj: 0.169038, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732770, Class: 0.992172, Obj: 0.482959, No Obj: 0.000321, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.842684, Class: 0.998982, Obj: 0.407313, No Obj: 0.000145, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.714982, Class: 0.995711, Obj: 0.302537, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692262, Class: 0.994019, Obj: 0.074818, No Obj: 0.000071, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.755336, Class: 0.995238, Obj: 0.402849, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.773777, Class: 0.994494, Obj: 0.473480, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769995, Class: 0.999008, Obj: 0.118764, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3701: 0.286518, 0.318097 avg loss, 0.000010 rate, 3.692891 seconds, 236864 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744004, Class: 0.997771, Obj: 0.255874, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.830257, Class: 0.998056, Obj: 0.406651, No Obj: 0.000187, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.845119, Class: 0.981221, Obj: 0.270553, No Obj: 0.000331, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.760007, Class: 0.999631, Obj: 0.003703, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759711, Class: 0.999234, Obj: 0.304357, No Obj: 0.000097, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731473, Class: 0.998360, Obj: 0.081808, No Obj: 0.000065, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847208, Class: 0.995938, Obj: 0.309481, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827642, Class: 0.997789, Obj: 0.650754, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787055, Class: 0.995771, Obj: 0.288152, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.676125, Class: 0.993189, Obj: 0.376259, No Obj: 0.000151, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811115, Class: 0.998508, Obj: 0.406607, No Obj: 0.000102, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.674901, Class: 0.994348, Obj: 0.243281, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.718559, Class: 0.998202, Obj: 0.226741, No Obj: 0.000119, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.566987, Class: 0.998839, Obj: 0.489278, No Obj: 0.000068, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3702: 0.236979, 0.309986 avg loss, 0.000010 rate, 3.910851 seconds, 236928 images Loaded: 0.000040 seconds Region 82 Avg IOU: 0.731533, Class: 0.997291, Obj: 0.412399, No Obj: 0.000485, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569737, Class: 0.996207, Obj: 0.095405, No Obj: 0.000149, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866752, Class: 0.989612, Obj: 0.006863, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824217, Class: 0.998095, Obj: 0.074691, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.792898, Class: 0.997916, Obj: 0.086321, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.921536, Class: 0.999900, Obj: 0.894582, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863071, Class: 0.999341, Obj: 0.404731, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818590, Class: 0.995661, Obj: 0.345128, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787193, Class: 0.999550, Obj: 0.292870, No Obj: 0.000172, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.690217, Class: 0.999778, Obj: 0.934523, No Obj: 0.000354, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726908, Class: 0.986617, Obj: 0.107838, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827229, Class: 0.996017, Obj: 0.193555, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.530924, Class: 0.996143, Obj: 0.094684, No Obj: 0.000032, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917808, Class: 0.999893, Obj: 0.744562, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738416, Class: 0.997316, Obj: 0.117660, No Obj: 0.000139, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3703: 0.402505, 0.319238 avg loss, 0.000010 rate, 3.901689 seconds, 236992 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894767, Class: 0.998818, Obj: 0.684405, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752412, Class: 0.996378, Obj: 0.213330, No Obj: 0.000147, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785093, Class: 0.998234, Obj: 0.314607, No Obj: 0.000185, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.600950, Class: 0.999399, Obj: 0.325031, No Obj: 0.000358, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.817795, Class: 0.999223, Obj: 0.494556, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715230, Class: 0.992613, Obj: 0.019252, No Obj: 0.000035, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709605, Class: 0.991496, Obj: 0.413600, No Obj: 0.000299, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.803614, Class: 0.998491, Obj: 0.212986, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819176, Class: 0.999632, Obj: 0.774585, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833803, Class: 0.998753, Obj: 0.276652, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.502257, Class: 0.961278, Obj: 0.002996, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850519, Class: 0.998885, Obj: 0.483987, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774325, Class: 0.992910, Obj: 0.332842, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.718796, Class: 0.997180, Obj: 0.078539, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.731946, Class: 0.999272, Obj: 0.740520, No Obj: 0.000290, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706506, Class: 0.996630, Obj: 0.335984, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3704: 0.288387, 0.316152 avg loss, 0.000010 rate, 3.903601 seconds, 237056 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.805882, Class: 0.991946, Obj: 0.035375, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.747223, Class: 0.999251, Obj: 0.808484, No Obj: 0.000448, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.765935, Class: 0.997114, Obj: 0.338778, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862601, Class: 0.999455, Obj: 0.934199, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693386, Class: 0.997857, Obj: 0.248727, No Obj: 0.000217, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.768756, Class: 0.994621, Obj: 0.409295, No Obj: 0.000360, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713791, Class: 0.995396, Obj: 0.169459, No Obj: 0.000175, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.512737, Class: 0.954270, Obj: 0.000384, No Obj: 0.000002, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.701337, Class: 0.995378, Obj: 0.070378, No Obj: 0.000079, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834265, Class: 0.998349, Obj: 0.365742, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.852381, Class: 0.997217, Obj: 0.240437, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862424, Class: 0.996109, Obj: 0.401001, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806578, Class: 0.998194, Obj: 0.264732, No Obj: 0.000174, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760892, Class: 0.998676, Obj: 0.151058, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857045, Class: 0.996868, Obj: 0.302985, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3705: 0.415747, 0.326112 avg loss, 0.000010 rate, 3.907150 seconds, 237120 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850948, Class: 0.997377, Obj: 0.027438, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.815187, Class: 0.998566, Obj: 0.348229, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.903326, Class: 0.994176, Obj: 0.229908, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.841270, Class: 0.999862, Obj: 0.262644, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763561, Class: 0.998064, Obj: 0.113406, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875200, Class: 0.999177, Obj: 0.479006, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733705, Class: 0.997123, Obj: 0.254722, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871444, Class: 0.997616, Obj: 0.423018, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825760, Class: 0.998109, Obj: 0.506316, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745845, Class: 0.999635, Obj: 0.103220, No Obj: 0.000030, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760208, Class: 0.997431, Obj: 0.351538, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891329, Class: 0.998332, Obj: 0.487285, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.823042, Class: 0.997438, Obj: 0.206013, No Obj: 0.000200, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807703, Class: 0.999917, Obj: 0.021624, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738348, Class: 0.998714, Obj: 0.089822, No Obj: 0.000156, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3706: 0.266381, 0.320139 avg loss, 0.000010 rate, 3.908699 seconds, 237184 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.857518, Class: 0.951118, Obj: 0.021146, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905643, Class: 0.985406, Obj: 0.060772, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698163, Class: 0.998224, Obj: 0.387384, No Obj: 0.000107, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927015, Class: 0.999105, Obj: 0.883211, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819948, Class: 0.998473, Obj: 0.216981, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746597, Class: 0.996074, Obj: 0.264775, No Obj: 0.000461, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.868572, Class: 0.999462, Obj: 0.725688, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867747, Class: 0.996973, Obj: 0.727644, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.760192, Class: 0.997617, Obj: 0.204322, No Obj: 0.000138, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804744, Class: 0.995126, Obj: 0.417505, No Obj: 0.000238, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.741555, Class: 0.996352, Obj: 0.253157, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.830974, Class: 0.997891, Obj: 0.299746, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815114, Class: 0.997491, Obj: 0.708927, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753610, Class: 0.998015, Obj: 0.127853, No Obj: 0.000147, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733398, Class: 0.997190, Obj: 0.103392, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764910, Class: 0.997623, Obj: 0.237412, No Obj: 0.000119, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769001, Class: 0.998519, Obj: 0.481646, No Obj: 0.000413, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.720561, Class: 0.998177, Obj: 0.053726, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3707: 0.368543, 0.324979 avg loss, 0.000010 rate, 3.904339 seconds, 237248 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674481, Class: 0.997005, Obj: 0.101057, No Obj: 0.000058, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822028, Class: 0.991786, Obj: 0.001621, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780985, Class: 0.997941, Obj: 0.361874, No Obj: 0.000134, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.874209, Class: 0.999280, Obj: 0.854988, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760085, Class: 0.994774, Obj: 0.163430, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.847807, Class: 0.993156, Obj: 0.131857, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.657783, Class: 0.999356, Obj: 0.075119, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.837419, Class: 0.999626, Obj: 0.434739, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887758, Class: 0.999216, Obj: 0.818968, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.854341, Class: 0.998967, Obj: 0.412082, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834266, Class: 0.997994, Obj: 0.603431, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827266, Class: 0.987947, Obj: 0.041073, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820683, Class: 0.999699, Obj: 0.891940, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759504, Class: 0.997256, Obj: 0.243498, No Obj: 0.000145, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3708: 0.213281, 0.313809 avg loss, 0.000010 rate, 3.902218 seconds, 237312 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733360, Class: 0.992037, Obj: 0.536822, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.845733, Class: 0.997277, Obj: 0.264658, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785484, Class: 0.994253, Obj: 0.238747, No Obj: 0.000302, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.714019, Class: 0.998214, Obj: 0.323525, No Obj: 0.000143, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757784, Class: 0.999877, Obj: 0.102477, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769690, Class: 0.998647, Obj: 0.302820, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688013, Class: 0.997108, Obj: 0.129732, No Obj: 0.000058, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.916029, Class: 0.998189, Obj: 0.493364, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.874202, Class: 0.986362, Obj: 0.146044, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.552391, Class: 0.993408, Obj: 0.021082, No Obj: 0.000036, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702913, Class: 0.996903, Obj: 0.193304, No Obj: 0.000202, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773028, Class: 0.996785, Obj: 0.313608, No Obj: 0.000225, .5R: 0.909091, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784408, Class: 0.998495, Obj: 0.561153, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3709: 0.411746, 0.323603 avg loss, 0.000010 rate, 3.901428 seconds, 237376 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810978, Class: 0.997079, Obj: 0.525456, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.790387, Class: 0.995608, Obj: 0.253775, No Obj: 0.000139, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717959, Class: 0.998113, Obj: 0.062669, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.842635, Class: 0.998053, Obj: 0.174458, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745495, Class: 0.992537, Obj: 0.030579, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.790919, Class: 0.992794, Obj: 0.102730, No Obj: 0.000092, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917948, Class: 0.995382, Obj: 0.960039, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760000, Class: 0.996857, Obj: 0.239556, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813877, Class: 0.999839, Obj: 0.880010, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657692, Class: 0.996597, Obj: 0.119817, No Obj: 0.000108, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872202, Class: 0.999108, Obj: 0.367953, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750633, Class: 0.997661, Obj: 0.228155, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.928592, Class: 0.998916, Obj: 0.050237, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934416, Class: 0.994087, Obj: 0.862320, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725627, Class: 0.997633, Obj: 0.238906, No Obj: 0.000210, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3710: 0.377085, 0.328951 avg loss, 0.000010 rate, 3.903333 seconds, 237440 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831530, Class: 0.999626, Obj: 0.517520, No Obj: 0.000439, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.747805, Class: 0.997124, Obj: 0.324814, No Obj: 0.000265, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.583337, Class: 0.983432, Obj: 0.056953, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.788232, Class: 0.999471, Obj: 0.311960, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757813, Class: 0.999591, Obj: 0.681204, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819189, Class: 0.991498, Obj: 0.291209, No Obj: 0.000138, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788488, Class: 0.997829, Obj: 0.078524, No Obj: 0.000059, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.674644, Class: 0.994037, Obj: 0.469421, No Obj: 0.000741, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.613715, Class: 0.985918, Obj: 0.153932, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.787449, Class: 0.995777, Obj: 0.219106, No Obj: 0.000120, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.818642, Class: 0.999150, Obj: 0.359836, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.827971, Class: 0.993232, Obj: 0.013387, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809966, Class: 0.996863, Obj: 0.162195, No Obj: 0.000158, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765811, Class: 0.996767, Obj: 0.016262, No Obj: 0.000081, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.784942, Class: 0.999327, Obj: 0.606728, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778952, Class: 0.999658, Obj: 0.613857, No Obj: 0.000220, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.579463, Class: 0.998495, Obj: 0.251981, No Obj: 0.000103, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3711: 0.345269, 0.330583 avg loss, 0.000010 rate, 3.900255 seconds, 237504 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763838, Class: 0.991991, Obj: 0.584419, No Obj: 0.000560, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.835275, Class: 0.998577, Obj: 0.336286, No Obj: 0.000162, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725950, Class: 0.999486, Obj: 0.865821, No Obj: 0.000165, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756342, Class: 0.997260, Obj: 0.485126, No Obj: 0.000170, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.884055, Class: 0.998853, Obj: 0.507909, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.902736, Class: 0.999663, Obj: 0.620297, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.778848, Class: 0.995829, Obj: 0.119037, No Obj: 0.000196, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.878027, Class: 0.990857, Obj: 0.872712, No Obj: 0.000674, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.866207, Class: 0.998960, Obj: 0.564527, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809121, Class: 0.998089, Obj: 0.355930, No Obj: 0.000200, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821474, Class: 0.999752, Obj: 0.630470, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815436, Class: 0.998427, Obj: 0.364322, No Obj: 0.000207, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782554, Class: 0.997711, Obj: 0.843278, No Obj: 0.000265, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.641629, Class: 0.996218, Obj: 0.138214, No Obj: 0.000154, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778664, Class: 0.996380, Obj: 0.027912, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836856, Class: 0.998726, Obj: 0.375124, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.606667, Class: 0.997912, Obj: 0.093833, No Obj: 0.000106, .5R: 0.666667, .75R: 0.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3712: 0.418042, 0.339329 avg loss, 0.000010 rate, 3.906292 seconds, 237568 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.755671, Class: 0.997998, Obj: 0.098886, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.852901, Class: 0.998318, Obj: 0.875493, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.640975, Class: 0.995456, Obj: 0.119517, No Obj: 0.000118, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.871371, Class: 0.998950, Obj: 0.551366, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797509, Class: 0.994696, Obj: 0.105398, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806443, Class: 0.998551, Obj: 0.055324, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.967616, Class: 0.999485, Obj: 0.409349, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.833953, Class: 0.997905, Obj: 0.414046, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.562774, Class: 0.994739, Obj: 0.117389, No Obj: 0.000098, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.814306, Class: 0.998700, Obj: 0.594469, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771866, Class: 0.998825, Obj: 0.482662, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.581717, Class: 0.995759, Obj: 0.037328, No Obj: 0.000341, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752137, Class: 0.998499, Obj: 0.275706, No Obj: 0.000139, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821355, Class: 0.999122, Obj: 0.370498, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.752711, Class: 0.998954, Obj: 0.691803, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673674, Class: 0.997839, Obj: 0.312887, No Obj: 0.000092, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3713: 0.305826, 0.335979 avg loss, 0.000010 rate, 3.903978 seconds, 237632 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836807, Class: 0.996088, Obj: 0.330383, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729371, Class: 0.997109, Obj: 0.170743, No Obj: 0.000095, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728811, Class: 0.997196, Obj: 0.328276, No Obj: 0.000238, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000193, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714046, Class: 0.994481, Obj: 0.635463, No Obj: 0.000316, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.782006, Class: 0.997790, Obj: 0.144163, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811965, Class: 0.994723, Obj: 0.220806, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.778578, Class: 0.998926, Obj: 0.171741, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744169, Class: 0.997737, Obj: 0.230010, No Obj: 0.000153, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825103, Class: 0.996361, Obj: 0.162026, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671900, Class: 0.998254, Obj: 0.119810, No Obj: 0.000111, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.966519, Class: 0.999441, Obj: 0.727533, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743209, Class: 0.994868, Obj: 0.186961, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851999, Class: 0.999537, Obj: 0.446525, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773890, Class: 0.996847, Obj: 0.195936, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3714: 0.398753, 0.342256 avg loss, 0.000010 rate, 3.904898 seconds, 237696 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000172, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777997, Class: 0.995710, Obj: 0.130569, No Obj: 0.000229, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.828735, Class: 0.995735, Obj: 0.241363, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.694874, Class: 0.999397, Obj: 0.935372, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759334, Class: 0.996875, Obj: 0.492936, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.774581, Class: 0.999277, Obj: 0.618998, No Obj: 0.000504, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.791037, Class: 0.998976, Obj: 0.266482, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713961, Class: 0.990715, Obj: 0.311084, No Obj: 0.000113, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.634340, Class: 0.999439, Obj: 0.287212, No Obj: 0.000078, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.700017, Class: 0.997053, Obj: 0.117455, No Obj: 0.000099, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844007, Class: 0.997763, Obj: 0.648569, No Obj: 0.000641, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.727027, Class: 0.992197, Obj: 0.111415, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688673, Class: 0.998103, Obj: 0.234311, No Obj: 0.000124, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.825926, Class: 0.982245, Obj: 0.134342, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798987, Class: 0.997869, Obj: 0.190397, No Obj: 0.000185, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000304, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864157, Class: 0.997893, Obj: 0.461541, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716415, Class: 0.997365, Obj: 0.129426, No Obj: 0.000144, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3715: 0.390979, 0.347128 avg loss, 0.000010 rate, 3.903374 seconds, 237760 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.785937, Class: 0.998230, Obj: 0.658268, No Obj: 0.000652, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.819093, Class: 0.998674, Obj: 0.345045, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.877881, Class: 0.999520, Obj: 0.671685, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705851, Class: 0.997531, Obj: 0.089463, No Obj: 0.000094, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862234, Class: 0.999485, Obj: 0.622290, No Obj: 0.000519, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.799378, Class: 0.997418, Obj: 0.115228, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850651, Class: 0.990903, Obj: 0.350400, No Obj: 0.000440, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.786456, Class: 0.996332, Obj: 0.194239, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678414, Class: 0.997238, Obj: 0.292544, No Obj: 0.000074, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809626, Class: 0.993453, Obj: 0.631344, No Obj: 0.000425, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.478091, Class: 0.995235, Obj: 0.048653, No Obj: 0.000040, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.790670, Class: 0.992893, Obj: 0.021840, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.884662, Class: 0.998445, Obj: 0.121947, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847696, Class: 0.994863, Obj: 0.338816, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672115, Class: 0.998259, Obj: 0.292203, No Obj: 0.000109, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3716: 0.397637, 0.352179 avg loss, 0.000010 rate, 3.906335 seconds, 237824 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817927, Class: 0.996679, Obj: 0.236639, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800222, Class: 0.997172, Obj: 0.250222, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.742159, Class: 0.996669, Obj: 0.337562, No Obj: 0.000215, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755132, Class: 0.996068, Obj: 0.191772, No Obj: 0.000386, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.808675, Class: 0.994122, Obj: 0.013109, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000173, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911016, Class: 0.997899, Obj: 0.918320, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736196, Class: 0.998688, Obj: 0.349989, No Obj: 0.000124, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867231, Class: 0.993739, Obj: 0.170568, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772796, Class: 0.998744, Obj: 0.171295, No Obj: 0.000124, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830793, Class: 0.997171, Obj: 0.067682, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698723, Class: 0.998483, Obj: 0.203487, No Obj: 0.000076, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.838572, Class: 0.992714, Obj: 0.022371, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.730790, Class: 0.997419, Obj: 0.213362, No Obj: 0.000191, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878301, Class: 0.999076, Obj: 0.922010, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812846, Class: 0.998695, Obj: 0.356226, No Obj: 0.000167, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3717: 0.312935, 0.348255 avg loss, 0.000010 rate, 3.898575 seconds, 237888 images Loaded: 0.000073 seconds Region 82 Avg IOU: 0.905930, Class: 0.952898, Obj: 0.350140, No Obj: 0.000504, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773377, Class: 0.996360, Obj: 0.170824, No Obj: 0.000060, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.854646, Class: 0.999731, Obj: 0.841254, No Obj: 0.000410, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.825701, Class: 0.989832, Obj: 0.351607, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693843, Class: 0.998097, Obj: 0.089170, No Obj: 0.000123, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818712, Class: 0.998403, Obj: 0.309312, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000152, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737879, Class: 0.998095, Obj: 0.255827, No Obj: 0.000127, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823981, Class: 0.996801, Obj: 0.327273, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920380, Class: 0.994464, Obj: 0.041970, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728600, Class: 0.994433, Obj: 0.220070, No Obj: 0.000160, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.669642, Class: 0.998806, Obj: 0.407193, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813064, Class: 0.997259, Obj: 0.311904, No Obj: 0.000195, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.748532, Class: 0.994154, Obj: 0.244804, No Obj: 0.000443, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684838, Class: 0.999247, Obj: 0.180377, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3718: 0.347550, 0.348184 avg loss, 0.000010 rate, 3.903481 seconds, 237952 images Loaded: 0.000064 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847477, Class: 0.997253, Obj: 0.232957, No Obj: 0.000075, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851511, Class: 0.998520, Obj: 0.088326, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.676364, Class: 0.987762, Obj: 0.014638, No Obj: 0.000159, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750976, Class: 0.994467, Obj: 0.058811, No Obj: 0.000079, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786260, Class: 0.991868, Obj: 0.014150, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702229, Class: 0.997300, Obj: 0.345339, No Obj: 0.000204, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.866835, Class: 0.998464, Obj: 0.101360, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.722946, Class: 0.995632, Obj: 0.639042, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.867296, Class: 0.999270, Obj: 0.471185, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703089, Class: 0.997227, Obj: 0.138538, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.822758, Class: 0.983419, Obj: 0.224099, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794879, Class: 0.999726, Obj: 0.872670, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.755982, Class: 0.992799, Obj: 0.029599, No Obj: 0.000031, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3719: 0.280110, 0.341377 avg loss, 0.000010 rate, 3.899122 seconds, 238016 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796896, Class: 0.995082, Obj: 0.019783, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.808197, Class: 0.998331, Obj: 0.088737, No Obj: 0.000163, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846292, Class: 0.998007, Obj: 0.192126, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812473, Class: 0.997806, Obj: 0.051324, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748721, Class: 0.994320, Obj: 0.081047, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741656, Class: 0.996584, Obj: 0.177251, No Obj: 0.000095, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817619, Class: 0.997684, Obj: 0.325950, No Obj: 0.000411, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.909330, Class: 0.998701, Obj: 0.276529, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773738, Class: 0.993501, Obj: 0.609656, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790452, Class: 0.996797, Obj: 0.131378, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721069, Class: 0.999563, Obj: 0.059670, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917606, Class: 0.997992, Obj: 0.761420, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765877, Class: 0.998222, Obj: 0.343923, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813794, Class: 0.999076, Obj: 0.101236, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3720: 0.295025, 0.336742 avg loss, 0.000010 rate, 3.905497 seconds, 238080 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739496, Class: 0.994757, Obj: 0.245907, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.778994, Class: 0.998598, Obj: 0.437412, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865860, Class: 0.999162, Obj: 0.465884, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.784799, Class: 0.996937, Obj: 0.158698, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738306, Class: 0.997759, Obj: 0.764651, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809857, Class: 0.999159, Obj: 0.105213, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.840653, Class: 0.981835, Obj: 0.249514, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.647843, Class: 0.996071, Obj: 0.181211, No Obj: 0.000086, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850765, Class: 0.980153, Obj: 0.143490, No Obj: 0.000242, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.869050, Class: 0.998061, Obj: 0.360277, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.729149, Class: 0.992507, Obj: 0.820218, No Obj: 0.000248, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781073, Class: 0.999574, Obj: 0.150143, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864557, Class: 0.994966, Obj: 0.360326, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807429, Class: 0.997919, Obj: 0.115740, No Obj: 0.000156, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818322, Class: 0.990895, Obj: 0.063857, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.848618, Class: 0.997412, Obj: 0.081708, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3721: 0.324469, 0.335514 avg loss, 0.000010 rate, 3.904857 seconds, 238144 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879819, Class: 0.999868, Obj: 0.760308, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777098, Class: 0.998832, Obj: 0.302184, No Obj: 0.000211, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850283, Class: 0.990862, Obj: 0.312340, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.695780, Class: 0.998116, Obj: 0.046541, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758092, Class: 0.997120, Obj: 0.187111, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.604168, Class: 0.996630, Obj: 0.115175, No Obj: 0.000058, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768713, Class: 0.999915, Obj: 0.637037, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809011, Class: 0.998425, Obj: 0.124366, No Obj: 0.000147, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.832415, Class: 0.998230, Obj: 0.691711, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.853237, Class: 0.996964, Obj: 0.599448, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825211, Class: 0.998655, Obj: 0.474079, No Obj: 0.000172, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803657, Class: 0.999612, Obj: 0.447521, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708540, Class: 0.995602, Obj: 0.179380, No Obj: 0.000197, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756668, Class: 0.999780, Obj: 0.692532, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810506, Class: 0.997580, Obj: 0.285923, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.896456, Class: 0.986424, Obj: 0.034891, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782233, Class: 0.997749, Obj: 0.403470, No Obj: 0.000070, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3722: 0.352808, 0.337244 avg loss, 0.000010 rate, 3.904781 seconds, 238208 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843728, Class: 0.998577, Obj: 0.691399, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.892142, Class: 0.998009, Obj: 0.240701, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867064, Class: 0.997702, Obj: 0.133734, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793618, Class: 0.997751, Obj: 0.320680, No Obj: 0.000229, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818458, Class: 0.997436, Obj: 0.424605, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678306, Class: 0.995470, Obj: 0.179090, No Obj: 0.000201, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: 0.755385, Class: 0.978006, Obj: 0.274230, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.861684, Class: 0.993942, Obj: 0.784511, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658872, Class: 0.996666, Obj: 0.313003, No Obj: 0.000078, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.670519, Class: 0.996893, Obj: 0.053530, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.749625, Class: 0.994147, Obj: 0.246586, No Obj: 0.000152, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.810081, Class: 0.998849, Obj: 0.169944, No Obj: 0.000123, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778171, Class: 0.995774, Obj: 0.160471, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.755136, Class: 0.995902, Obj: 0.135640, No Obj: 0.000124, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795736, Class: 0.994690, Obj: 0.336629, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.627936, Class: 0.997904, Obj: 0.264386, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3723: 0.402455, 0.343765 avg loss, 0.000010 rate, 3.903504 seconds, 238272 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.703909, Class: 0.995633, Obj: 0.172540, No Obj: 0.000168, .5R: 1.000000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788728, Class: 0.996498, Obj: 0.269198, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793193, Class: 0.996790, Obj: 0.228181, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.677789, Class: 0.994690, Obj: 0.208965, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.793401, Class: 0.999555, Obj: 0.753495, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905593, Class: 0.994391, Obj: 0.528394, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750330, Class: 0.995940, Obj: 0.007122, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771808, Class: 0.996026, Obj: 0.022369, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689660, Class: 0.968787, Obj: 0.002958, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768816, Class: 0.998871, Obj: 0.904617, No Obj: 0.000195, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771573, Class: 0.997089, Obj: 0.212430, No Obj: 0.000174, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.829237, Class: 0.999335, Obj: 0.460041, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729473, Class: 0.999304, Obj: 0.285634, No Obj: 0.000170, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3724: 0.351544, 0.344543 avg loss, 0.000010 rate, 3.897059 seconds, 238336 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760158, Class: 0.993082, Obj: 0.231833, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.624193, Class: 0.960432, Obj: 0.634053, No Obj: 0.000347, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.900311, Class: 0.993461, Obj: 0.284478, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.808282, Class: 0.995968, Obj: 0.298861, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856530, Class: 0.998436, Obj: 0.941653, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769042, Class: 0.989631, Obj: 0.129960, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702739, Class: 0.988674, Obj: 0.011430, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755410, Class: 0.998680, Obj: 0.322563, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605329, Class: 0.994876, Obj: 0.004837, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846581, Class: 0.995664, Obj: 0.331842, No Obj: 0.000118, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855925, Class: 0.999585, Obj: 0.044089, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.671814, Class: 0.997076, Obj: 0.212914, No Obj: 0.000223, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806091, Class: 0.989271, Obj: 0.139658, No Obj: 0.000228, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.764629, Class: 0.991413, Obj: 0.157752, No Obj: 0.000136, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877055, Class: 0.998936, Obj: 0.308833, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801761, Class: 0.995803, Obj: 0.361375, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3725: 0.418928, 0.351981 avg loss, 0.000010 rate, 3.919182 seconds, 238400 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000186, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859728, Class: 0.997056, Obj: 0.612941, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.638263, Class: 0.999889, Obj: 0.182945, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.890290, Class: 0.997020, Obj: 0.065167, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755410, Class: 0.999652, Obj: 0.204589, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866037, Class: 0.997491, Obj: 0.511119, No Obj: 0.000203, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817222, Class: 0.992987, Obj: 0.292640, No Obj: 0.000327, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.696309, Class: 0.990107, Obj: 0.011461, No Obj: 0.000074, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.896117, Class: 0.995496, Obj: 0.905135, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743978, Class: 0.997769, Obj: 0.164362, No Obj: 0.000130, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.533531, Class: 0.997302, Obj: 0.114625, No Obj: 0.000074, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834444, Class: 0.996441, Obj: 0.320242, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000444, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756746, Class: 0.990757, Obj: 0.193254, No Obj: 0.000341, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.680055, Class: 0.994119, Obj: 0.158361, No Obj: 0.000096, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3726: 0.323649, 0.349148 avg loss, 0.000010 rate, 3.904140 seconds, 238464 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869334, Class: 0.990234, Obj: 0.418337, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.665954, Class: 0.990279, Obj: 0.118691, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.854888, Class: 0.999536, Obj: 0.752102, No Obj: 0.000388, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.795702, Class: 0.999718, Obj: 0.608843, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.735862, Class: 0.995013, Obj: 0.228107, No Obj: 0.000243, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759794, Class: 0.997840, Obj: 0.138778, No Obj: 0.000103, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000198, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894435, Class: 0.999025, Obj: 0.667199, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.809780, Class: 0.998263, Obj: 0.411773, No Obj: 0.000155, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786179, Class: 0.998852, Obj: 0.343305, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807549, Class: 0.997822, Obj: 0.070976, No Obj: 0.000103, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695788, Class: 0.991807, Obj: 0.142966, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863150, Class: 0.996784, Obj: 0.618784, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.530396, Class: 0.994800, Obj: 0.009673, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832814, Class: 0.998957, Obj: 0.199172, No Obj: 0.000144, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3727: 0.369950, 0.351228 avg loss, 0.000010 rate, 3.908853 seconds, 238528 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826775, Class: 0.995627, Obj: 0.889706, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776439, Class: 0.999640, Obj: 0.391745, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755261, Class: 0.994981, Obj: 0.150380, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764930, Class: 0.990303, Obj: 0.596438, No Obj: 0.000425, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.824095, Class: 0.999243, Obj: 0.551608, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921664, Class: 0.993753, Obj: 0.375491, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758855, Class: 0.996898, Obj: 0.106255, No Obj: 0.000171, .5R: 0.909091, .75R: 0.636364, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857519, Class: 0.990179, Obj: 0.060275, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672358, Class: 0.999185, Obj: 0.114292, No Obj: 0.000071, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795825, Class: 0.998845, Obj: 0.434381, No Obj: 0.000144, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891377, Class: 0.996501, Obj: 0.009465, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.872884, Class: 0.999536, Obj: 0.280186, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732137, Class: 0.998542, Obj: 0.150943, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3728: 0.342795, 0.350385 avg loss, 0.000010 rate, 3.912620 seconds, 238592 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758634, Class: 0.990867, Obj: 0.207967, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752684, Class: 0.996728, Obj: 0.257239, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.922177, Class: 0.999356, Obj: 0.522995, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787367, Class: 0.996351, Obj: 0.218602, No Obj: 0.000132, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793859, Class: 0.995139, Obj: 0.353014, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.610861, Class: 0.999066, Obj: 0.222767, No Obj: 0.000104, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888969, Class: 0.999065, Obj: 0.078955, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770237, Class: 0.998891, Obj: 0.285310, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.858120, Class: 0.996461, Obj: 0.154921, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789142, Class: 0.999400, Obj: 0.019857, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795736, Class: 0.999515, Obj: 0.450169, No Obj: 0.000143, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776470, Class: 0.999480, Obj: 0.646066, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.833727, Class: 0.997336, Obj: 0.126608, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.891895, Class: 0.998870, Obj: 0.436899, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815682, Class: 0.991204, Obj: 0.151374, No Obj: 0.000278, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.806325, Class: 0.998518, Obj: 0.371224, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861973, Class: 0.999496, Obj: 0.579818, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804668, Class: 0.995952, Obj: 0.130320, No Obj: 0.000082, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3729: 0.363237, 0.351670 avg loss, 0.000010 rate, 3.907372 seconds, 238656 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816423, Class: 0.999695, Obj: 0.568814, No Obj: 0.000227, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.818015, Class: 0.999408, Obj: 0.498405, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852055, Class: 0.996695, Obj: 0.508923, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777655, Class: 0.997422, Obj: 0.010084, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.927501, Class: 0.988430, Obj: 0.258749, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.899143, Class: 0.997493, Obj: 0.164799, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000344, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793670, Class: 0.998109, Obj: 0.824846, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.719983, Class: 0.994171, Obj: 0.189348, No Obj: 0.000198, .5R: 0.900000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709781, Class: 0.998757, Obj: 0.909513, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790391, Class: 0.998044, Obj: 0.203794, No Obj: 0.000052, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777848, Class: 0.998000, Obj: 0.234836, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727096, Class: 0.997581, Obj: 0.117034, No Obj: 0.000116, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836478, Class: 0.992911, Obj: 0.248682, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794779, Class: 0.993568, Obj: 0.096163, No Obj: 0.000119, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820233, Class: 0.998581, Obj: 0.329745, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3730: 0.358561, 0.352359 avg loss, 0.000010 rate, 3.925584 seconds, 238720 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741292, Class: 0.996887, Obj: 0.148414, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811658, Class: 0.999341, Obj: 0.152317, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.653670, Class: 0.994516, Obj: 0.135911, No Obj: 0.000116, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777602, Class: 0.996965, Obj: 0.349011, No Obj: 0.000308, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.852124, Class: 0.996363, Obj: 0.246818, No Obj: 0.000142, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.829906, Class: 0.992904, Obj: 0.155781, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684214, Class: 0.997533, Obj: 0.309784, No Obj: 0.000126, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807931, Class: 0.999480, Obj: 0.588611, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655940, Class: 0.992472, Obj: 0.136296, No Obj: 0.000108, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777925, Class: 0.998679, Obj: 0.432995, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.781267, Class: 0.997797, Obj: 0.332783, No Obj: 0.000149, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.720834, Class: 0.988585, Obj: 0.118798, No Obj: 0.000285, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.636786, Class: 0.992412, Obj: 0.640630, No Obj: 0.000234, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.770473, Class: 0.999017, Obj: 0.514550, No Obj: 0.000157, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.743100, Class: 0.990999, Obj: 0.262593, No Obj: 0.000473, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.839951, Class: 0.991517, Obj: 0.557286, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831436, Class: 0.997419, Obj: 0.409531, No Obj: 0.000235, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3731: 0.348410, 0.351964 avg loss, 0.000010 rate, 3.907429 seconds, 238784 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841431, Class: 0.993134, Obj: 0.317591, No Obj: 0.000339, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.754138, Class: 0.995588, Obj: 0.155263, No Obj: 0.000175, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.801271, Class: 0.986544, Obj: 0.187005, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831055, Class: 0.997220, Obj: 0.118979, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775759, Class: 0.999956, Obj: 0.749349, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.869146, Class: 0.996796, Obj: 0.408660, No Obj: 0.000145, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846124, Class: 0.991835, Obj: 0.254348, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756457, Class: 0.998711, Obj: 0.028810, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692325, Class: 0.997634, Obj: 0.110950, No Obj: 0.000051, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763385, Class: 0.997325, Obj: 0.162890, No Obj: 0.000170, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.742265, Class: 0.998122, Obj: 0.138707, No Obj: 0.000131, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809710, Class: 0.997020, Obj: 0.253236, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750630, Class: 0.999473, Obj: 0.250448, No Obj: 0.000046, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3732: 0.313181, 0.348086 avg loss, 0.000010 rate, 3.896407 seconds, 238848 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868162, Class: 0.994067, Obj: 0.718435, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.811783, Class: 0.998148, Obj: 0.069489, No Obj: 0.000057, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000190, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794310, Class: 0.991642, Obj: 0.511458, No Obj: 0.000249, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.614407, Class: 0.996012, Obj: 0.297073, No Obj: 0.000237, .5R: 0.666667, .75R: 0.333333, count: 9 Region 82 Avg IOU: 0.835051, Class: 0.999491, Obj: 0.648676, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712733, Class: 0.998835, Obj: 0.077434, No Obj: 0.000104, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706991, Class: 0.996749, Obj: 0.229198, No Obj: 0.000121, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.879932, Class: 0.996453, Obj: 0.305008, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.682931, Class: 0.986855, Obj: 0.117596, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799000, Class: 0.998955, Obj: 0.178305, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778275, Class: 0.989199, Obj: 0.015227, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.593411, Class: 0.994639, Obj: 0.353687, No Obj: 0.000107, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.957610, Class: 0.998545, Obj: 0.175396, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3733: 0.381176, 0.351395 avg loss, 0.000010 rate, 3.902778 seconds, 238912 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000224, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850171, Class: 0.989216, Obj: 0.164892, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.777863, Class: 0.996899, Obj: 0.204115, No Obj: 0.000186, .5R: 0.900000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.642250, Class: 0.986508, Obj: 0.102726, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704291, Class: 0.996244, Obj: 0.138105, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733927, Class: 0.998235, Obj: 0.275839, No Obj: 0.000176, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.737323, Class: 0.998668, Obj: 0.287221, No Obj: 0.000228, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885767, Class: 0.999409, Obj: 0.489677, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.665412, Class: 0.996607, Obj: 0.333494, No Obj: 0.000208, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.833661, Class: 0.999128, Obj: 0.315547, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846450, Class: 0.991819, Obj: 0.030026, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728258, Class: 0.997403, Obj: 0.171090, No Obj: 0.000129, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.724021, Class: 0.999072, Obj: 0.741125, No Obj: 0.000343, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753520, Class: 0.995620, Obj: 0.172610, No Obj: 0.000129, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858169, Class: 0.999885, Obj: 0.952969, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793374, Class: 0.999160, Obj: 0.227291, No Obj: 0.000183, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3734: 0.517763, 0.368032 avg loss, 0.000010 rate, 3.929652 seconds, 238976 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.731482, Class: 0.992194, Obj: 0.853445, No Obj: 0.000415, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.815328, Class: 0.991510, Obj: 0.076769, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704409, Class: 0.999565, Obj: 0.376638, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.592784, Class: 0.992786, Obj: 0.099935, No Obj: 0.000071, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912359, Class: 0.999243, Obj: 0.898384, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.848670, Class: 0.998348, Obj: 0.377382, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708676, Class: 0.995521, Obj: 0.070949, No Obj: 0.000115, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920229, Class: 0.998824, Obj: 0.713171, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.687495, Class: 0.996298, Obj: 0.218196, No Obj: 0.000106, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.899065, Class: 0.998589, Obj: 0.090352, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846548, Class: 0.999863, Obj: 0.141329, No Obj: 0.000015, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.868044, Class: 0.998474, Obj: 0.463239, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724910, Class: 0.999367, Obj: 0.123146, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3735: 0.289555, 0.360184 avg loss, 0.000010 rate, 3.902699 seconds, 239040 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.873545, Class: 0.999617, Obj: 0.938516, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855668, Class: 0.998044, Obj: 0.404704, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.748641, Class: 0.997257, Obj: 0.160210, No Obj: 0.000185, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909008, Class: 0.999835, Obj: 0.940418, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698359, Class: 0.995687, Obj: 0.154453, No Obj: 0.000180, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747839, Class: 0.991038, Obj: 0.231397, No Obj: 0.000124, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836592, Class: 0.994421, Obj: 0.203959, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.815105, Class: 0.997161, Obj: 0.303774, No Obj: 0.000145, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864559, Class: 0.999783, Obj: 0.592851, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727907, Class: 0.996162, Obj: 0.170703, No Obj: 0.000112, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.766088, Class: 0.998186, Obj: 0.081516, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778086, Class: 0.998920, Obj: 0.491773, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824360, Class: 0.993341, Obj: 0.137256, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800064, Class: 0.999200, Obj: 0.263258, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.726625, Class: 0.999385, Obj: 0.312165, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3736: 0.377112, 0.361877 avg loss, 0.000010 rate, 3.911334 seconds, 239104 images Loaded: 0.000074 seconds Region 82 Avg IOU: 0.621527, Class: 0.997562, Obj: 0.056097, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.896545, Class: 0.993560, Obj: 0.075663, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852117, Class: 0.998815, Obj: 0.199695, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728754, Class: 0.993149, Obj: 0.001635, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699411, Class: 0.996630, Obj: 0.119763, No Obj: 0.000120, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.766610, Class: 0.997797, Obj: 0.591573, No Obj: 0.000468, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.760347, Class: 0.993175, Obj: 0.491202, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739486, Class: 0.996081, Obj: 0.237572, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715023, Class: 0.998619, Obj: 0.052940, No Obj: 0.000295, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.773029, Class: 0.999449, Obj: 0.228670, No Obj: 0.000144, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842011, Class: 0.999195, Obj: 0.596200, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787533, Class: 0.998528, Obj: 0.227329, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.787326, Class: 0.997071, Obj: 0.112677, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798989, Class: 0.999542, Obj: 0.196600, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.874561, Class: 0.999472, Obj: 0.803035, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884843, Class: 0.996536, Obj: 0.800387, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681407, Class: 0.992394, Obj: 0.035144, No Obj: 0.000046, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3737: 0.343515, 0.360041 avg loss, 0.000010 rate, 3.914797 seconds, 239168 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.603169, Class: 0.997073, Obj: 0.178809, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837358, Class: 0.999739, Obj: 0.635322, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793439, Class: 0.999634, Obj: 0.480932, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.646878, Class: 0.948724, Obj: 0.049819, No Obj: 0.000379, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843618, Class: 0.998025, Obj: 0.953496, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754784, Class: 0.995883, Obj: 0.338878, No Obj: 0.000126, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726965, Class: 0.990228, Obj: 0.216293, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.647861, Class: 0.997864, Obj: 0.149719, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779347, Class: 0.988909, Obj: 0.325257, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716345, Class: 0.997217, Obj: 0.200683, No Obj: 0.000152, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.689063, Class: 0.962988, Obj: 0.298903, No Obj: 0.000487, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.823269, Class: 0.999719, Obj: 0.601924, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773997, Class: 0.997908, Obj: 0.330254, No Obj: 0.000176, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799606, Class: 0.999300, Obj: 0.533545, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.714129, Class: 0.997013, Obj: 0.226667, No Obj: 0.000121, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768934, Class: 0.997528, Obj: 0.310745, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758798, Class: 0.998804, Obj: 0.333695, No Obj: 0.000099, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3738: 0.330672, 0.357104 avg loss, 0.000010 rate, 3.915213 seconds, 239232 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.948072, Class: 0.999562, Obj: 0.562704, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.942553, Class: 0.999936, Obj: 0.996173, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699315, Class: 0.997262, Obj: 0.274446, No Obj: 0.000221, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877067, Class: 0.993348, Obj: 0.036158, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842046, Class: 0.999385, Obj: 0.440465, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.829404, Class: 0.952252, Obj: 0.512262, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769916, Class: 0.997692, Obj: 0.269783, No Obj: 0.000170, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886515, Class: 0.999806, Obj: 0.754308, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.845586, Class: 0.999055, Obj: 0.250199, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.901362, Class: 0.999084, Obj: 0.047825, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813180, Class: 0.994107, Obj: 0.569392, No Obj: 0.000336, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.878896, Class: 0.999069, Obj: 0.465439, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.685084, Class: 0.994899, Obj: 0.746864, No Obj: 0.000317, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.944824, Class: 0.999197, Obj: 0.086328, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.875558, Class: 0.996702, Obj: 0.230919, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712441, Class: 0.998407, Obj: 0.113471, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3739: 0.288556, 0.350249 avg loss, 0.000010 rate, 3.899840 seconds, 239296 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746845, Class: 0.997386, Obj: 0.257929, No Obj: 0.000035, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659420, Class: 0.999378, Obj: 0.621995, No Obj: 0.000126, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.650593, Class: 0.992674, Obj: 0.089631, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834723, Class: 0.997381, Obj: 0.280714, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.619920, Class: 0.998819, Obj: 0.614089, No Obj: 0.000232, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.635478, Class: 0.996364, Obj: 0.166892, No Obj: 0.000059, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.768543, Class: 0.985491, Obj: 0.128791, No Obj: 0.000468, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747143, Class: 0.997800, Obj: 0.241563, No Obj: 0.000190, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866687, Class: 0.994292, Obj: 0.352427, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.656318, Class: 0.999643, Obj: 0.377175, No Obj: 0.000073, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.816539, Class: 0.998440, Obj: 0.802130, No Obj: 0.000532, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773971, Class: 0.998512, Obj: 0.135508, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000208, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.633054, Class: 0.996277, Obj: 0.630703, No Obj: 0.000152, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.739641, Class: 0.996670, Obj: 0.215780, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3740: 0.281079, 0.343332 avg loss, 0.000010 rate, 3.911045 seconds, 239360 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819910, Class: 0.999087, Obj: 0.356674, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731964, Class: 0.996380, Obj: 0.031191, No Obj: 0.000079, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.669836, Class: 0.992366, Obj: 0.064987, No Obj: 0.000293, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.845186, Class: 0.997820, Obj: 0.273789, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837129, Class: 0.996855, Obj: 0.683446, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776707, Class: 0.997869, Obj: 0.255067, No Obj: 0.000111, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793682, Class: 0.999691, Obj: 0.440621, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878838, Class: 0.998382, Obj: 0.908844, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691999, Class: 0.995241, Obj: 0.129243, No Obj: 0.000113, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794504, Class: 0.997332, Obj: 0.790165, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833315, Class: 0.994656, Obj: 0.295497, No Obj: 0.000106, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877357, Class: 0.995921, Obj: 0.071236, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723083, Class: 0.995500, Obj: 0.132238, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833479, Class: 0.996101, Obj: 0.544430, No Obj: 0.000563, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.680534, Class: 0.998614, Obj: 0.102242, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3741: 0.340043, 0.343003 avg loss, 0.000010 rate, 3.922587 seconds, 239424 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754114, Class: 0.997587, Obj: 0.264237, No Obj: 0.000204, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784746, Class: 0.996655, Obj: 0.470413, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704437, Class: 0.995703, Obj: 0.172790, No Obj: 0.000102, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775672, Class: 0.980887, Obj: 0.011102, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794236, Class: 0.998413, Obj: 0.054060, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.782155, Class: 0.994160, Obj: 0.232329, No Obj: 0.000202, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.862806, Class: 0.997115, Obj: 0.085528, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.784201, Class: 0.992150, Obj: 0.632660, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856465, Class: 0.998133, Obj: 0.147031, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783452, Class: 0.998839, Obj: 0.251591, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745772, Class: 0.998221, Obj: 0.060845, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814624, Class: 0.996387, Obj: 0.253106, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739200, Class: 0.995121, Obj: 0.046046, No Obj: 0.000142, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3742: 0.330861, 0.341789 avg loss, 0.000010 rate, 3.920387 seconds, 239488 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835016, Class: 0.999656, Obj: 0.284109, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.764097, Class: 0.999967, Obj: 0.690678, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825665, Class: 0.998170, Obj: 0.673989, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921401, Class: 0.995684, Obj: 0.351852, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780044, Class: 0.998733, Obj: 0.098436, No Obj: 0.000118, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.842309, Class: 0.997459, Obj: 0.956879, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.766059, Class: 0.990613, Obj: 0.091505, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659680, Class: 0.995442, Obj: 0.204506, No Obj: 0.000097, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.693423, Class: 0.998860, Obj: 0.594223, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.905765, Class: 0.997781, Obj: 0.896176, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769221, Class: 0.997992, Obj: 0.157941, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886904, Class: 0.995878, Obj: 0.213544, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.743269, Class: 0.995180, Obj: 0.287231, No Obj: 0.000200, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735877, Class: 0.995670, Obj: 0.185541, No Obj: 0.000157, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664680, Class: 0.996749, Obj: 0.164362, No Obj: 0.000091, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3743: 0.338948, 0.341505 avg loss, 0.000010 rate, 3.913263 seconds, 239552 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836304, Class: 0.999629, Obj: 0.561045, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717427, Class: 0.994618, Obj: 0.176393, No Obj: 0.000245, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928682, Class: 0.999435, Obj: 0.789003, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685451, Class: 0.996903, Obj: 0.244440, No Obj: 0.000126, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.747397, Class: 0.999378, Obj: 0.838022, No Obj: 0.000215, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.769912, Class: 0.998349, Obj: 0.031155, No Obj: 0.000143, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680192, Class: 0.998804, Obj: 0.083415, No Obj: 0.000098, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801718, Class: 0.999603, Obj: 0.894426, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703733, Class: 0.997865, Obj: 0.207356, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848350, Class: 0.992287, Obj: 0.157231, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673249, Class: 0.994514, Obj: 0.156908, No Obj: 0.000109, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808033, Class: 0.998476, Obj: 0.216093, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681743, Class: 0.998909, Obj: 0.286240, No Obj: 0.000108, .5R: 0.600000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825929, Class: 0.996411, Obj: 0.292693, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672541, Class: 0.998708, Obj: 0.290594, No Obj: 0.000107, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3744: 0.469525, 0.354307 avg loss, 0.000010 rate, 3.911419 seconds, 239616 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.861600, Class: 0.997619, Obj: 0.681416, No Obj: 0.000467, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724154, Class: 0.998915, Obj: 0.124761, No Obj: 0.000098, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840886, Class: 0.996811, Obj: 0.123019, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.866850, Class: 0.999581, Obj: 0.378902, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778158, Class: 0.988994, Obj: 0.126664, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.846201, Class: 0.998505, Obj: 0.093335, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000117, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737688, Class: 0.997267, Obj: 0.198697, No Obj: 0.000150, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777856, Class: 0.999578, Obj: 0.500812, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.651211, Class: 0.999508, Obj: 0.397820, No Obj: 0.000118, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586473, Class: 0.998969, Obj: 0.178760, No Obj: 0.000138, .5R: 0.600000, .75R: 0.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740227, Class: 0.992854, Obj: 0.186881, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.791068, Class: 0.998298, Obj: 0.285076, No Obj: 0.000143, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802122, Class: 0.997780, Obj: 0.002844, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807103, Class: 0.997708, Obj: 0.122974, No Obj: 0.000122, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3745: 0.359235, 0.354800 avg loss, 0.000010 rate, 3.916018 seconds, 239680 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867628, Class: 0.999489, Obj: 0.955049, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794399, Class: 0.997547, Obj: 0.176905, No Obj: 0.000126, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730916, Class: 0.997194, Obj: 0.385973, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807737, Class: 0.998016, Obj: 0.279532, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.732459, Class: 0.997483, Obj: 0.629479, No Obj: 0.000632, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775200, Class: 0.995531, Obj: 0.240046, No Obj: 0.000158, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724961, Class: 0.994253, Obj: 0.131494, No Obj: 0.000086, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903185, Class: 0.997302, Obj: 0.510839, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.899218, Class: 0.997070, Obj: 0.709761, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.644720, Class: 0.997937, Obj: 0.383709, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.762914, Class: 0.988469, Obj: 0.746726, No Obj: 0.000217, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830451, Class: 0.998560, Obj: 0.383710, No Obj: 0.000216, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779075, Class: 0.994569, Obj: 0.265510, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.744783, Class: 0.999669, Obj: 0.030366, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3746: 0.277374, 0.347057 avg loss, 0.000010 rate, 3.923940 seconds, 239744 images Loaded: 0.000030 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692034, Class: 0.996486, Obj: 0.106272, No Obj: 0.000143, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869497, Class: 0.998215, Obj: 0.538205, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.854383, Class: 0.993849, Obj: 0.247945, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882978, Class: 0.995932, Obj: 0.253729, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736328, Class: 0.997281, Obj: 0.128022, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728117, Class: 0.999431, Obj: 0.229615, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792889, Class: 0.961425, Obj: 0.175170, No Obj: 0.000273, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.759423, Class: 0.995539, Obj: 0.296092, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872890, Class: 0.996621, Obj: 0.041456, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769307, Class: 0.999500, Obj: 0.449213, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846882, Class: 0.999506, Obj: 0.396252, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702065, Class: 0.998722, Obj: 0.236232, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3747: 0.336916, 0.346043 avg loss, 0.000010 rate, 3.923241 seconds, 239808 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908881, Class: 0.989596, Obj: 0.479550, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820397, Class: 0.996075, Obj: 0.161895, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.614036, Class: 0.987042, Obj: 0.012872, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699171, Class: 0.998453, Obj: 0.127246, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794047, Class: 0.996518, Obj: 0.167803, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832091, Class: 0.998375, Obj: 0.180801, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792433, Class: 0.964079, Obj: 0.173571, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.762497, Class: 0.996264, Obj: 0.086017, No Obj: 0.000133, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810422, Class: 0.999073, Obj: 0.924164, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772929, Class: 0.997351, Obj: 0.297628, No Obj: 0.000177, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.765192, Class: 0.995342, Obj: 0.134996, No Obj: 0.000439, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.746185, Class: 0.999424, Obj: 0.397190, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.839294, Class: 0.999543, Obj: 0.515147, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765890, Class: 0.982673, Obj: 0.432646, No Obj: 0.000215, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.758504, Class: 0.998140, Obj: 0.214918, No Obj: 0.000119, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713370, Class: 0.994349, Obj: 0.261401, No Obj: 0.000240, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.813603, Class: 0.996808, Obj: 0.392220, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3748: 0.380065, 0.349445 avg loss, 0.000010 rate, 3.912883 seconds, 239872 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709944, Class: 0.982959, Obj: 0.173567, No Obj: 0.000141, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766950, Class: 0.993478, Obj: 0.095935, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.706957, Class: 0.997676, Obj: 0.190669, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.465177, Class: 0.969196, Obj: 0.402379, No Obj: 0.000350, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790804, Class: 0.998375, Obj: 0.225875, No Obj: 0.000166, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.758109, Class: 0.996686, Obj: 0.581224, No Obj: 0.000603, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665690, Class: 0.996490, Obj: 0.043358, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.732325, Class: 0.992153, Obj: 0.064825, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.716739, Class: 0.947806, Obj: 0.000201, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.727399, Class: 0.994487, Obj: 0.048489, No Obj: 0.000095, .5R: 0.888889, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799096, Class: 0.997807, Obj: 0.954279, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777817, Class: 0.999190, Obj: 0.316091, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.734609, Class: 0.999307, Obj: 0.546278, No Obj: 0.000190, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.897657, Class: 0.995280, Obj: 0.612209, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.763215, Class: 0.996116, Obj: 0.312860, No Obj: 0.000143, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758777, Class: 0.988098, Obj: 0.444926, No Obj: 0.000416, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.862321, Class: 0.992734, Obj: 0.080941, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3749: 0.472928, 0.361793 avg loss, 0.000010 rate, 3.919166 seconds, 239936 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.763658, Class: 0.999391, Obj: 0.662465, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.800474, Class: 0.994107, Obj: 0.110646, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749493, Class: 0.998644, Obj: 0.347376, No Obj: 0.000134, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804875, Class: 0.985300, Obj: 0.007605, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690330, Class: 0.998977, Obj: 0.266488, No Obj: 0.000112, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848753, Class: 0.996940, Obj: 0.842825, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.649951, Class: 0.997882, Obj: 0.088210, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749951, Class: 0.992845, Obj: 0.469961, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.620357, Class: 0.996675, Obj: 0.441887, No Obj: 0.000096, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000194, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770130, Class: 0.997726, Obj: 0.425028, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.586552, Class: 0.998107, Obj: 0.006536, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751101, Class: 0.967660, Obj: 0.214139, No Obj: 0.000238, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.653452, Class: 0.995418, Obj: 0.180716, No Obj: 0.000097, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904160, Class: 0.995297, Obj: 0.649681, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798590, Class: 0.996269, Obj: 0.340406, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758027, Class: 0.997214, Obj: 0.099821, No Obj: 0.000127, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3750: 0.305884, 0.356203 avg loss, 0.000010 rate, 3.922762 seconds, 240000 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724257, Class: 0.998435, Obj: 0.095963, No Obj: 0.000126, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833970, Class: 0.995394, Obj: 0.299683, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.868713, Class: 0.997132, Obj: 0.224806, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.824014, Class: 0.999071, Obj: 0.637376, No Obj: 0.000598, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.753659, Class: 0.998073, Obj: 0.660092, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775529, Class: 0.997532, Obj: 0.231475, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760733, Class: 0.998252, Obj: 0.364206, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678156, Class: 0.997118, Obj: 0.902236, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.718790, Class: 0.996017, Obj: 0.036082, No Obj: 0.000032, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.572926, Class: 0.999225, Obj: 0.952991, No Obj: 0.000377, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665271, Class: 0.995215, Obj: 0.152715, No Obj: 0.000130, .5R: 1.000000, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.849263, Class: 0.999374, Obj: 0.834976, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.885749, Class: 0.995196, Obj: 0.454722, No Obj: 0.000335, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.656152, Class: 0.992117, Obj: 0.215738, No Obj: 0.000104, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000163, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766273, Class: 0.987649, Obj: 0.011065, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823717, Class: 0.996940, Obj: 0.172276, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3751: 0.356328, 0.356215 avg loss, 0.000010 rate, 3.925240 seconds, 240064 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692323, Class: 0.996225, Obj: 0.053251, No Obj: 0.000052, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.740332, Class: 0.996307, Obj: 0.313603, No Obj: 0.000116, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.716038, Class: 0.991081, Obj: 0.030670, No Obj: 0.000062, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789083, Class: 0.995729, Obj: 0.409595, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885596, Class: 0.997208, Obj: 0.349699, No Obj: 0.000371, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.710979, Class: 0.999417, Obj: 0.370362, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716270, Class: 0.988778, Obj: 0.443434, No Obj: 0.000173, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758153, Class: 0.996479, Obj: 0.335223, No Obj: 0.000175, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.784440, Class: 0.999485, Obj: 0.562498, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.782489, Class: 0.999893, Obj: 0.255796, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768915, Class: 0.998456, Obj: 0.286258, No Obj: 0.000199, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833746, Class: 0.999633, Obj: 0.095047, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.641582, Class: 0.993805, Obj: 0.314660, No Obj: 0.000165, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833471, Class: 0.997963, Obj: 0.170161, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3752: 0.342807, 0.354874 avg loss, 0.000010 rate, 3.911278 seconds, 240128 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735567, Class: 0.996182, Obj: 0.191112, No Obj: 0.000164, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.876108, Class: 0.950219, Obj: 0.076661, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781014, Class: 0.963179, Obj: 0.350802, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.755777, Class: 0.997143, Obj: 0.019353, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797764, Class: 0.999731, Obj: 0.474148, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786167, Class: 0.995497, Obj: 0.178596, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854302, Class: 0.999195, Obj: 0.616815, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795790, Class: 0.997907, Obj: 0.267404, No Obj: 0.000162, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894632, Class: 0.997452, Obj: 0.251705, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802571, Class: 0.998184, Obj: 0.108998, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897230, Class: 0.987619, Obj: 0.114170, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801291, Class: 0.999682, Obj: 0.429745, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690675, Class: 0.990997, Obj: 0.014524, No Obj: 0.000041, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765106, Class: 0.998821, Obj: 0.102992, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3753: 0.330857, 0.352473 avg loss, 0.000010 rate, 3.916584 seconds, 240192 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845395, Class: 0.992059, Obj: 0.323043, No Obj: 0.000252, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.809023, Class: 0.994465, Obj: 0.226859, No Obj: 0.000193, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745072, Class: 0.995121, Obj: 0.163720, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.532087, Class: 0.999741, Obj: 0.307162, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731662, Class: 0.995212, Obj: 0.428656, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.663316, Class: 0.995875, Obj: 0.120815, No Obj: 0.000162, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853137, Class: 0.999174, Obj: 0.549419, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.807871, Class: 0.996957, Obj: 0.283954, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756516, Class: 0.997718, Obj: 0.267223, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808755, Class: 0.998762, Obj: 0.310498, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.781352, Class: 0.998049, Obj: 0.299664, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.699178, Class: 0.998152, Obj: 0.403227, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783486, Class: 0.994432, Obj: 0.117741, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3754: 0.341157, 0.351341 avg loss, 0.000010 rate, 3.920949 seconds, 240256 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833901, Class: 0.998379, Obj: 0.301238, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802136, Class: 0.980401, Obj: 0.126913, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827178, Class: 0.998835, Obj: 0.116857, No Obj: 0.000038, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670224, Class: 0.994800, Obj: 0.187449, No Obj: 0.000134, .5R: 0.571429, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718792, Class: 0.992486, Obj: 0.310740, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.831742, Class: 0.998682, Obj: 0.195903, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845692, Class: 0.996522, Obj: 0.261871, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.785684, Class: 0.996079, Obj: 0.153493, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794868, Class: 0.976129, Obj: 0.426025, No Obj: 0.000258, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.744306, Class: 0.998998, Obj: 0.301094, No Obj: 0.000155, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.725297, Class: 0.997068, Obj: 0.376747, No Obj: 0.000174, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.833719, Class: 0.998466, Obj: 0.296498, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.567589, Class: 0.993837, Obj: 0.003585, No Obj: 0.000099, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3755: 0.374015, 0.353608 avg loss, 0.000010 rate, 3.909589 seconds, 240320 images Loaded: 0.000055 seconds Region 82 Avg IOU: 0.773131, Class: 0.999398, Obj: 0.938163, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.838907, Class: 0.988197, Obj: 0.044931, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.611260, Class: 0.997347, Obj: 0.188445, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750864, Class: 0.997828, Obj: 0.584071, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.915519, Class: 0.999140, Obj: 0.062697, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815649, Class: 0.999067, Obj: 0.221137, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782148, Class: 0.996940, Obj: 0.220842, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767155, Class: 0.992710, Obj: 0.269212, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.847913, Class: 0.996436, Obj: 0.112651, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752709, Class: 0.998401, Obj: 0.391778, No Obj: 0.000125, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800816, Class: 0.995008, Obj: 0.517843, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790477, Class: 0.998921, Obj: 0.358830, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777905, Class: 0.998030, Obj: 0.317591, No Obj: 0.000162, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3756: 0.250456, 0.343293 avg loss, 0.000010 rate, 3.905848 seconds, 240384 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874948, Class: 0.996363, Obj: 0.067971, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726299, Class: 0.996587, Obj: 0.073297, No Obj: 0.000119, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787761, Class: 0.979379, Obj: 0.000034, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712675, Class: 0.999727, Obj: 0.386458, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951709, Class: 0.999726, Obj: 0.169428, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743995, Class: 0.998113, Obj: 0.151663, No Obj: 0.000115, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837763, Class: 0.995685, Obj: 0.021868, No Obj: 0.000046, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834536, Class: 0.998014, Obj: 0.320641, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821127, Class: 0.998204, Obj: 0.185391, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.693666, Class: 0.992785, Obj: 0.332313, No Obj: 0.000706, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.826443, Class: 0.999030, Obj: 0.929198, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713396, Class: 0.998590, Obj: 0.352725, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.852971, Class: 0.998677, Obj: 0.386614, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807299, Class: 0.999101, Obj: 0.522658, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.648882, Class: 0.974463, Obj: 0.160755, No Obj: 0.000349, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.878939, Class: 0.989800, Obj: 0.040618, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677881, Class: 0.992809, Obj: 0.244593, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3757: 0.329441, 0.341908 avg loss, 0.000010 rate, 3.923632 seconds, 240448 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.773242, Class: 0.993299, Obj: 0.026161, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.861681, Class: 0.998476, Obj: 0.215541, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.887706, Class: 0.996917, Obj: 0.141147, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781309, Class: 0.993445, Obj: 0.030540, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811438, Class: 0.998067, Obj: 0.735802, No Obj: 0.000263, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779244, Class: 0.991751, Obj: 0.060443, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739812, Class: 0.998454, Obj: 0.026302, No Obj: 0.000012, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848493, Class: 0.998407, Obj: 0.341275, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745833, Class: 0.995100, Obj: 0.695051, No Obj: 0.000167, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869606, Class: 0.994293, Obj: 0.412883, No Obj: 0.000563, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.862094, Class: 0.997671, Obj: 0.295296, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860887, Class: 0.976958, Obj: 0.450825, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834935, Class: 0.995417, Obj: 0.282708, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3758: 0.198863, 0.327603 avg loss, 0.000010 rate, 3.911783 seconds, 240512 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824239, Class: 0.982135, Obj: 0.036423, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733275, Class: 0.994182, Obj: 0.238682, No Obj: 0.000281, .5R: 0.923077, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885665, Class: 0.999781, Obj: 0.424062, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.636284, Class: 0.997675, Obj: 0.040027, No Obj: 0.000070, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753158, Class: 0.999678, Obj: 0.838469, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.887241, Class: 0.998885, Obj: 0.430220, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776338, Class: 0.992832, Obj: 0.252273, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838307, Class: 0.999088, Obj: 0.807673, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813221, Class: 0.998302, Obj: 0.267758, No Obj: 0.000168, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843544, Class: 0.999661, Obj: 0.551071, No Obj: 0.000405, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.704003, Class: 0.995279, Obj: 0.203206, No Obj: 0.000171, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833194, Class: 0.998386, Obj: 0.821698, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763305, Class: 0.997646, Obj: 0.286069, No Obj: 0.000231, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820802, Class: 0.998067, Obj: 0.516709, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829442, Class: 0.999298, Obj: 0.272249, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3759: 0.443249, 0.339168 avg loss, 0.000010 rate, 3.908563 seconds, 240576 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924159, Class: 0.997414, Obj: 0.093971, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839417, Class: 0.995015, Obj: 0.160473, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731187, Class: 0.989334, Obj: 0.287002, No Obj: 0.000377, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.704302, Class: 0.996580, Obj: 0.232400, No Obj: 0.000165, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774738, Class: 0.990566, Obj: 0.220982, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779880, Class: 0.998450, Obj: 0.265590, No Obj: 0.000181, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886454, Class: 0.998819, Obj: 0.892343, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779905, Class: 0.999336, Obj: 0.061337, No Obj: 0.000119, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757387, Class: 0.999079, Obj: 0.351116, No Obj: 0.000213, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.807636, Class: 0.994807, Obj: 0.625138, No Obj: 0.000436, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.773907, Class: 0.998463, Obj: 0.233099, No Obj: 0.000145, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759309, Class: 0.995880, Obj: 0.154922, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702928, Class: 0.998823, Obj: 0.300193, No Obj: 0.000157, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869363, Class: 0.999771, Obj: 0.146593, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768953, Class: 0.997584, Obj: 0.178684, No Obj: 0.000162, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3760: 0.428347, 0.348086 avg loss, 0.000010 rate, 3.920955 seconds, 240640 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803245, Class: 0.993429, Obj: 0.644733, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694721, Class: 0.995375, Obj: 0.066338, No Obj: 0.000087, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852181, Class: 0.998890, Obj: 0.809928, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780068, Class: 0.997984, Obj: 0.267507, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.888069, Class: 0.999399, Obj: 0.746623, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.864634, Class: 0.997050, Obj: 0.348419, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.889621, Class: 0.998976, Obj: 0.112543, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727652, Class: 0.998354, Obj: 0.154489, No Obj: 0.000154, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.816739, Class: 0.994098, Obj: 0.542606, No Obj: 0.000682, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: 0.862523, Class: 0.999932, Obj: 0.916299, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756144, Class: 0.997638, Obj: 0.380077, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768482, Class: 0.999489, Obj: 0.080874, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.866031, Class: 0.999095, Obj: 0.110275, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788952, Class: 0.998888, Obj: 0.154658, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708541, Class: 0.995187, Obj: 0.317584, No Obj: 0.000168, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739167, Class: 0.996377, Obj: 0.325978, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3761: 0.329156, 0.346193 avg loss, 0.000010 rate, 3.907442 seconds, 240704 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918373, Class: 0.996747, Obj: 0.782509, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.820864, Class: 0.998341, Obj: 0.398787, No Obj: 0.000225, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895679, Class: 0.999175, Obj: 0.518711, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622172, Class: 0.996043, Obj: 0.056516, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719078, Class: 0.988117, Obj: 0.179611, No Obj: 0.000128, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.569223, Class: 0.992065, Obj: 0.060847, No Obj: 0.000093, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778285, Class: 0.998054, Obj: 0.221510, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593915, Class: 0.997690, Obj: 0.092218, No Obj: 0.000086, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864692, Class: 0.998670, Obj: 0.457490, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709130, Class: 0.997242, Obj: 0.045165, No Obj: 0.000169, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727155, Class: 0.998031, Obj: 0.204573, No Obj: 0.000104, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3762: 0.549531, 0.366527 avg loss, 0.000010 rate, 3.922781 seconds, 240768 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744051, Class: 0.994045, Obj: 0.272040, No Obj: 0.000179, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.805827, Class: 0.987144, Obj: 0.189242, No Obj: 0.000503, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.792382, Class: 0.999425, Obj: 0.984384, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760997, Class: 0.997562, Obj: 0.271930, No Obj: 0.000136, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.895016, Class: 0.997558, Obj: 0.385059, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858838, Class: 0.999958, Obj: 0.448817, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793706, Class: 0.996374, Obj: 0.180585, No Obj: 0.000192, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.653912, Class: 0.996404, Obj: 0.084008, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.837333, Class: 0.993298, Obj: 0.332765, No Obj: 0.000539, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.863247, Class: 0.995531, Obj: 0.047984, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832272, Class: 0.999946, Obj: 0.932117, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.961969, Class: 0.998707, Obj: 0.162170, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855154, Class: 0.995629, Obj: 0.531825, No Obj: 0.000563, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.812212, Class: 0.994197, Obj: 0.055469, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791301, Class: 0.993752, Obj: 0.055200, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3763: 0.324085, 0.362282 avg loss, 0.000010 rate, 3.903627 seconds, 240832 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813999, Class: 0.992830, Obj: 0.208566, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758904, Class: 0.997652, Obj: 0.111150, No Obj: 0.000059, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713680, Class: 0.993656, Obj: 0.029102, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780536, Class: 0.997998, Obj: 0.279233, No Obj: 0.000275, .5R: 1.000000, .75R: 0.583333, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792264, Class: 0.994906, Obj: 0.583719, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829097, Class: 0.998565, Obj: 0.513811, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799394, Class: 0.991555, Obj: 0.090609, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.718927, Class: 0.996710, Obj: 0.203957, No Obj: 0.000214, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877594, Class: 0.997410, Obj: 0.209168, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815045, Class: 0.998617, Obj: 0.388671, No Obj: 0.000123, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687170, Class: 0.997516, Obj: 0.119761, No Obj: 0.000122, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.796941, Class: 0.989934, Obj: 0.256999, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.825256, Class: 0.993207, Obj: 0.409467, No Obj: 0.000454, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.713118, Class: 0.994831, Obj: 0.041735, No Obj: 0.000092, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765832, Class: 0.995342, Obj: 0.190405, No Obj: 0.000186, .5R: 0.900000, .75R: 0.700000, count: 10 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3764: 0.546044, 0.380659 avg loss, 0.000010 rate, 3.921844 seconds, 240896 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797671, Class: 0.996655, Obj: 0.839801, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829809, Class: 0.999314, Obj: 0.401875, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866330, Class: 0.995457, Obj: 0.852274, No Obj: 0.000358, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781106, Class: 0.997552, Obj: 0.200202, No Obj: 0.000207, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745595, Class: 0.997942, Obj: 0.194797, No Obj: 0.000056, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.724265, Class: 0.999302, Obj: 0.151463, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849903, Class: 0.998477, Obj: 0.265789, No Obj: 0.000145, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860246, Class: 0.997422, Obj: 0.356573, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.602442, Class: 0.995692, Obj: 0.021065, No Obj: 0.000067, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723119, Class: 0.989596, Obj: 0.155278, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.707629, Class: 0.999038, Obj: 0.169975, No Obj: 0.000168, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.819167, Class: 0.998657, Obj: 0.404080, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.917560, Class: 0.996662, Obj: 0.823745, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694707, Class: 0.998434, Obj: 0.099134, No Obj: 0.000094, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774158, Class: 0.998112, Obj: 0.216996, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724918, Class: 0.998316, Obj: 0.259587, No Obj: 0.000125, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3765: 0.351731, 0.377766 avg loss, 0.000010 rate, 3.925107 seconds, 240960 images Loaded: 0.000066 seconds Region 82 Avg IOU: 0.849896, Class: 0.998271, Obj: 0.383592, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804214, Class: 0.998879, Obj: 0.253780, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.591448, Class: 0.991769, Obj: 0.110780, No Obj: 0.000121, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810705, Class: 0.998474, Obj: 0.183683, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.581112, Class: 0.930858, Obj: 0.001463, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779963, Class: 0.997016, Obj: 0.110044, No Obj: 0.000158, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738364, Class: 0.998034, Obj: 0.854682, No Obj: 0.000253, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.657454, Class: 0.995411, Obj: 0.054315, No Obj: 0.000172, .5R: 0.750000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831913, Class: 0.998101, Obj: 0.346527, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813040, Class: 0.999674, Obj: 0.492290, No Obj: 0.000138, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843769, Class: 0.991275, Obj: 0.072963, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793115, Class: 0.996326, Obj: 0.049269, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.794580, Class: 0.998470, Obj: 0.459889, No Obj: 0.000198, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.615584, Class: 0.998016, Obj: 0.183701, No Obj: 0.000111, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3766: 0.509542, 0.390943 avg loss, 0.000010 rate, 3.925720 seconds, 241024 images Loaded: 0.000073 seconds Region 82 Avg IOU: 0.833118, Class: 0.999556, Obj: 0.948206, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786535, Class: 0.997997, Obj: 0.250871, No Obj: 0.000212, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735205, Class: 0.999367, Obj: 0.441292, No Obj: 0.000127, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825989, Class: 0.993119, Obj: 0.532042, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735614, Class: 0.998284, Obj: 0.430181, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839131, Class: 0.990027, Obj: 0.123030, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.730235, Class: 0.995433, Obj: 0.193906, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806768, Class: 0.998968, Obj: 0.241860, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.922587, Class: 0.997522, Obj: 0.202342, No Obj: 0.000386, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773847, Class: 0.992101, Obj: 0.307253, No Obj: 0.000113, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804713, Class: 0.995764, Obj: 0.502770, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779721, Class: 0.985801, Obj: 0.451910, No Obj: 0.000192, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691768, Class: 0.961386, Obj: 0.001745, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.752730, Class: 0.996880, Obj: 0.189238, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3767: 0.296196, 0.381469 avg loss, 0.000010 rate, 3.923635 seconds, 241088 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838867, Class: 0.989722, Obj: 0.662859, No Obj: 0.000341, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.809999, Class: 0.997503, Obj: 0.336711, No Obj: 0.000155, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786067, Class: 0.999946, Obj: 0.669052, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786557, Class: 0.998672, Obj: 0.527747, No Obj: 0.000157, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863910, Class: 0.998833, Obj: 0.400637, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.692832, Class: 0.998760, Obj: 0.243068, No Obj: 0.000151, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759935, Class: 0.997542, Obj: 0.087029, No Obj: 0.000144, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000221, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882125, Class: 0.999023, Obj: 0.557023, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.722353, Class: 0.997306, Obj: 0.091655, No Obj: 0.000166, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867022, Class: 0.999615, Obj: 0.786319, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.674674, Class: 0.997495, Obj: 0.115927, No Obj: 0.000132, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.621244, Class: 0.999223, Obj: 0.908196, No Obj: 0.000140, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.442528, Class: 0.992548, Obj: 0.041965, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866788, Class: 0.996141, Obj: 0.862324, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786131, Class: 0.995098, Obj: 0.135856, No Obj: 0.000086, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3768: 0.425050, 0.385827 avg loss, 0.000010 rate, 3.922558 seconds, 241152 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709728, Class: 0.998787, Obj: 0.295025, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728363, Class: 0.997620, Obj: 0.724313, No Obj: 0.000277, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.713020, Class: 0.993069, Obj: 0.024980, No Obj: 0.000035, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874162, Class: 0.998605, Obj: 0.490418, No Obj: 0.000271, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.290954, Class: 0.999420, Obj: 0.013204, No Obj: 0.000033, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770598, Class: 0.997211, Obj: 0.340408, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895918, Class: 0.999132, Obj: 0.011902, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722023, Class: 0.996511, Obj: 0.240933, No Obj: 0.000172, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.890162, Class: 0.999687, Obj: 0.435420, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711452, Class: 0.998207, Obj: 0.291647, No Obj: 0.000103, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836240, Class: 0.999852, Obj: 0.742396, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.848739, Class: 0.997956, Obj: 0.411653, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.751027, Class: 0.994861, Obj: 0.188067, No Obj: 0.000429, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000204, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.333972, Class: 0.654754, Obj: 0.000001, No Obj: 0.000034, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3769: 0.364935, 0.383738 avg loss, 0.000010 rate, 3.910672 seconds, 241216 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715278, Class: 0.997689, Obj: 0.183515, No Obj: 0.000158, .5R: 0.777778, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846530, Class: 0.998269, Obj: 0.322485, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738042, Class: 0.996038, Obj: 0.294393, No Obj: 0.000143, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805119, Class: 0.993323, Obj: 0.002326, No Obj: 0.000008, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.556711, Class: 0.997943, Obj: 0.145456, No Obj: 0.000090, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.806915, Class: 0.989491, Obj: 0.018010, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863865, Class: 0.998629, Obj: 0.505610, No Obj: 0.000136, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.815163, Class: 0.999796, Obj: 0.876235, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860220, Class: 0.999960, Obj: 0.867078, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800033, Class: 0.996947, Obj: 0.233933, No Obj: 0.000160, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740545, Class: 0.999626, Obj: 0.486572, No Obj: 0.000116, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.762434, Class: 0.998372, Obj: 0.210935, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854622, Class: 0.997809, Obj: 0.553848, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697856, Class: 0.997535, Obj: 0.461889, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859362, Class: 0.999203, Obj: 0.655041, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752310, Class: 0.996799, Obj: 0.191340, No Obj: 0.000144, .5R: 1.000000, .75R: 0.428571, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3770: 0.438605, 0.389224 avg loss, 0.000010 rate, 3.921308 seconds, 241280 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912567, Class: 0.991384, Obj: 0.858657, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742079, Class: 0.996382, Obj: 0.210999, No Obj: 0.000135, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648814, Class: 0.997922, Obj: 0.432778, No Obj: 0.000079, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882525, Class: 0.999599, Obj: 0.459520, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672849, Class: 0.998781, Obj: 0.221061, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749693, Class: 0.997994, Obj: 0.316892, No Obj: 0.000139, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.673562, Class: 0.992847, Obj: 0.392594, No Obj: 0.000322, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.818536, Class: 0.973862, Obj: 0.316421, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785011, Class: 0.994689, Obj: 0.094121, No Obj: 0.000139, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.485165, Class: 0.994617, Obj: 0.030447, No Obj: 0.000022, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.709133, Class: 0.993433, Obj: 0.455079, No Obj: 0.000193, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.715545, Class: 0.997443, Obj: 0.294731, No Obj: 0.000165, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3771: 0.307424, 0.381044 avg loss, 0.000010 rate, 3.919553 seconds, 241344 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722393, Class: 0.998196, Obj: 0.391684, No Obj: 0.000122, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.642837, Class: 0.988016, Obj: 0.004349, No Obj: 0.000182, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852872, Class: 0.997859, Obj: 0.252914, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.717089, Class: 0.998018, Obj: 0.243126, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865293, Class: 0.997528, Obj: 0.737829, No Obj: 0.000216, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759828, Class: 0.997714, Obj: 0.180574, No Obj: 0.000258, .5R: 0.818182, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887221, Class: 0.998881, Obj: 0.789325, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783024, Class: 0.997567, Obj: 0.323564, No Obj: 0.000154, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742974, Class: 0.996112, Obj: 0.099080, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743554, Class: 0.997099, Obj: 0.037971, No Obj: 0.000060, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754123, Class: 0.994504, Obj: 0.110298, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.837789, Class: 0.998418, Obj: 0.536059, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.910086, Class: 0.999632, Obj: 0.331965, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701060, Class: 0.996141, Obj: 0.057617, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803723, Class: 0.999624, Obj: 0.570382, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790039, Class: 0.997443, Obj: 0.240704, No Obj: 0.000148, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3772: 0.390861, 0.382026 avg loss, 0.000010 rate, 3.912276 seconds, 241408 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.651656, Class: 0.999620, Obj: 0.656826, No Obj: 0.000235, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.638230, Class: 0.990818, Obj: 0.057611, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912886, Class: 0.994872, Obj: 0.820468, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794546, Class: 0.997882, Obj: 0.221290, No Obj: 0.000120, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.791543, Class: 0.958349, Obj: 0.117538, No Obj: 0.000293, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.810252, Class: 0.973863, Obj: 0.020171, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.731974, Class: 0.998043, Obj: 0.096646, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883876, Class: 0.986371, Obj: 0.475046, No Obj: 0.000414, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789494, Class: 0.997254, Obj: 0.172744, No Obj: 0.000178, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.489235, Class: 0.977266, Obj: 0.006261, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738469, Class: 0.999186, Obj: 0.141822, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831986, Class: 0.999951, Obj: 0.553559, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.638956, Class: 0.999714, Obj: 0.001793, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.646259, Class: 0.972928, Obj: 0.219622, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.762449, Class: 0.997335, Obj: 0.101346, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684806, Class: 0.993783, Obj: 0.103437, No Obj: 0.000089, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725198, Class: 0.995667, Obj: 0.165855, No Obj: 0.000123, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3773: 0.381788, 0.382002 avg loss, 0.000010 rate, 3.923519 seconds, 241472 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865708, Class: 0.998147, Obj: 0.920319, No Obj: 0.000205, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741948, Class: 0.996654, Obj: 0.146380, No Obj: 0.000090, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713095, Class: 0.989513, Obj: 0.243735, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.697457, Class: 0.999710, Obj: 0.278146, No Obj: 0.000104, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.725192, Class: 0.995184, Obj: 0.071175, No Obj: 0.000362, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.725364, Class: 0.999165, Obj: 0.212874, No Obj: 0.000106, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780588, Class: 0.998951, Obj: 0.038480, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.838719, Class: 0.998956, Obj: 0.479310, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.903989, Class: 0.999364, Obj: 0.744854, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731005, Class: 0.993311, Obj: 0.146045, No Obj: 0.000126, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.732698, Class: 0.996667, Obj: 0.231047, No Obj: 0.000435, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.854286, Class: 0.999098, Obj: 0.883939, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763874, Class: 0.994903, Obj: 0.172267, No Obj: 0.000119, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.858266, Class: 0.996002, Obj: 0.211292, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.875001, Class: 0.999030, Obj: 0.021785, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733750, Class: 0.994954, Obj: 0.196547, No Obj: 0.000080, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822523, Class: 0.997881, Obj: 0.444276, No Obj: 0.000252, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774815, Class: 0.998425, Obj: 0.387962, No Obj: 0.000158, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3774: 0.357498, 0.379552 avg loss, 0.000010 rate, 3.911494 seconds, 241536 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731835, Class: 0.998612, Obj: 0.175839, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747292, Class: 0.998861, Obj: 0.052994, No Obj: 0.000040, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.756310, Class: 0.996607, Obj: 0.049911, No Obj: 0.000144, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.692468, Class: 0.991831, Obj: 0.859214, No Obj: 0.000581, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.898381, Class: 0.998789, Obj: 0.841678, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.842901, Class: 0.999510, Obj: 0.318252, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844712, Class: 0.996632, Obj: 0.584828, No Obj: 0.000392, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851911, Class: 0.998482, Obj: 0.291871, No Obj: 0.000106, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798836, Class: 0.995680, Obj: 0.195818, No Obj: 0.000126, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838820, Class: 0.998985, Obj: 0.447160, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816675, Class: 0.997889, Obj: 0.311143, No Obj: 0.000204, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.899013, Class: 0.996855, Obj: 0.699344, No Obj: 0.000320, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.927018, Class: 0.999620, Obj: 0.512832, No Obj: 0.000411, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.690083, Class: 0.994919, Obj: 0.162216, No Obj: 0.000135, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.833864, Class: 0.991649, Obj: 0.870320, No Obj: 0.000441, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.811387, Class: 0.999882, Obj: 0.875211, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.883262, Class: 0.998301, Obj: 0.443071, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3775: 0.340633, 0.375660 avg loss, 0.000010 rate, 3.907067 seconds, 241600 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816892, Class: 0.996768, Obj: 0.220636, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.618806, Class: 0.999642, Obj: 0.958377, No Obj: 0.000332, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.870646, Class: 0.996580, Obj: 0.016813, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843440, Class: 0.997619, Obj: 0.277618, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811315, Class: 0.996587, Obj: 0.157628, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.661696, Class: 0.923410, Obj: 0.000065, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.837933, Class: 0.999036, Obj: 0.375867, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855016, Class: 0.997849, Obj: 0.228599, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.860001, Class: 0.998930, Obj: 0.514417, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.795288, Class: 0.998875, Obj: 0.134632, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.758865, Class: 0.991511, Obj: 0.697422, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791373, Class: 0.997018, Obj: 0.187801, No Obj: 0.000164, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715477, Class: 0.996418, Obj: 0.334551, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.916007, Class: 0.983442, Obj: 0.135843, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728138, Class: 0.998989, Obj: 0.038655, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3776: 0.280838, 0.366178 avg loss, 0.000010 rate, 3.918698 seconds, 241664 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684073, Class: 0.998050, Obj: 0.270773, No Obj: 0.000039, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.643656, Class: 0.997737, Obj: 0.024676, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.813031, Class: 0.994657, Obj: 0.252336, No Obj: 0.000368, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801556, Class: 0.997000, Obj: 0.110907, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.791574, Class: 0.997881, Obj: 0.229473, No Obj: 0.000549, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.707849, Class: 0.999012, Obj: 0.200453, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765940, Class: 0.999519, Obj: 0.028357, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867376, Class: 0.999084, Obj: 0.351530, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873594, Class: 0.997032, Obj: 0.019629, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832008, Class: 0.999094, Obj: 0.393941, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764496, Class: 0.998658, Obj: 0.307645, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849663, Class: 0.993932, Obj: 0.040569, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.670075, Class: 0.997461, Obj: 0.018218, No Obj: 0.000084, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3777: 0.216319, 0.351192 avg loss, 0.000010 rate, 3.904769 seconds, 241728 images Loaded: 0.000047 seconds Region 82 Avg IOU: 0.718678, Class: 0.995422, Obj: 0.971974, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663166, Class: 0.997458, Obj: 0.241675, No Obj: 0.000064, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871430, Class: 0.999558, Obj: 0.620941, No Obj: 0.000450, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.749115, Class: 0.996839, Obj: 0.214167, No Obj: 0.000187, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855389, Class: 0.997997, Obj: 0.402432, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.911658, Class: 0.997166, Obj: 0.878900, No Obj: 0.000495, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819700, Class: 0.991058, Obj: 0.003323, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754369, Class: 0.989617, Obj: 0.072329, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832774, Class: 0.999456, Obj: 0.451422, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806493, Class: 0.997379, Obj: 0.939450, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.708387, Class: 0.995727, Obj: 0.147000, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766364, Class: 0.994406, Obj: 0.288412, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.762998, Class: 0.998654, Obj: 0.170409, No Obj: 0.000209, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.629321, Class: 0.997400, Obj: 0.094183, No Obj: 0.000073, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3778: 0.392051, 0.355278 avg loss, 0.000010 rate, 3.906681 seconds, 241792 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.708351, Class: 0.996686, Obj: 0.241381, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.863901, Class: 0.998391, Obj: 0.731567, No Obj: 0.000300, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.573483, Class: 0.998291, Obj: 0.204318, No Obj: 0.000101, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764952, Class: 0.993715, Obj: 0.310639, No Obj: 0.000224, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.663777, Class: 0.996267, Obj: 0.489974, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.761509, Class: 0.994958, Obj: 0.104186, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.771780, Class: 0.992101, Obj: 0.363994, No Obj: 0.000399, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736367, Class: 0.996668, Obj: 0.184372, No Obj: 0.000233, .5R: 0.923077, .75R: 0.615385, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889298, Class: 0.997232, Obj: 0.516079, No Obj: 0.000350, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.816690, Class: 0.997883, Obj: 0.344046, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876611, Class: 0.998323, Obj: 0.186677, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691952, Class: 0.995942, Obj: 0.217750, No Obj: 0.000139, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815251, Class: 0.996378, Obj: 0.277331, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.937948, Class: 0.998552, Obj: 0.587735, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703820, Class: 0.995346, Obj: 0.116469, No Obj: 0.000042, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880006, Class: 0.997476, Obj: 0.760341, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.494465, Class: 0.998367, Obj: 0.020092, No Obj: 0.000041, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3779: 0.455715, 0.365321 avg loss, 0.000010 rate, 3.923357 seconds, 241856 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642969, Class: 0.995215, Obj: 0.158764, No Obj: 0.000156, .5R: 0.571429, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787822, Class: 0.997872, Obj: 0.153726, No Obj: 0.000273, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.938850, Class: 0.998716, Obj: 0.840392, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758923, Class: 0.999539, Obj: 0.698111, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825428, Class: 0.999445, Obj: 0.252489, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921210, Class: 0.999793, Obj: 0.855089, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631322, Class: 0.997095, Obj: 0.079581, No Obj: 0.000073, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889837, Class: 0.994769, Obj: 0.862685, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716914, Class: 0.998739, Obj: 0.136403, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811215, Class: 0.986269, Obj: 0.219053, No Obj: 0.000353, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.639280, Class: 0.998640, Obj: 0.114719, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878227, Class: 0.997862, Obj: 0.910573, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784908, Class: 0.996677, Obj: 0.120499, No Obj: 0.000132, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815850, Class: 0.997106, Obj: 0.521873, No Obj: 0.000457, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.756178, Class: 0.997560, Obj: 0.082247, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3780: 0.379217, 0.366711 avg loss, 0.000010 rate, 3.915250 seconds, 241920 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843567, Class: 0.999685, Obj: 0.231759, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.884061, Class: 0.999772, Obj: 0.328901, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902545, Class: 0.998348, Obj: 0.940833, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759445, Class: 0.998116, Obj: 0.368541, No Obj: 0.000198, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791254, Class: 0.998402, Obj: 0.475159, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.277939, Class: 0.998318, Obj: 0.185032, No Obj: 0.000072, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.841288, Class: 0.998474, Obj: 0.684050, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817781, Class: 0.997746, Obj: 0.308077, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.881030, Class: 0.982906, Obj: 0.685145, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.536309, Class: 0.972385, Obj: 0.001663, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.745337, Class: 0.998476, Obj: 0.191773, No Obj: 0.000091, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.662061, Class: 0.996566, Obj: 0.179077, No Obj: 0.000195, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761749, Class: 0.993030, Obj: 0.068101, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.840156, Class: 0.999756, Obj: 0.683914, No Obj: 0.000326, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000126, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813605, Class: 0.998651, Obj: 0.344347, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3781: 0.351259, 0.365166 avg loss, 0.000010 rate, 3.920825 seconds, 241984 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760226, Class: 0.996208, Obj: 0.115057, No Obj: 0.000279, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740009, Class: 0.998131, Obj: 0.203472, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850070, Class: 0.976748, Obj: 0.010470, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847878, Class: 0.998249, Obj: 0.313591, No Obj: 0.000226, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732256, Class: 0.996030, Obj: 0.184461, No Obj: 0.000159, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.447737, Class: 0.993846, Obj: 0.038206, No Obj: 0.000029, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.758400, Class: 0.994809, Obj: 0.895529, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807891, Class: 0.998410, Obj: 0.335179, No Obj: 0.000210, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846269, Class: 0.994715, Obj: 0.216609, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.736745, Class: 0.998227, Obj: 0.196106, No Obj: 0.000184, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705317, Class: 0.983902, Obj: 0.034992, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.749049, Class: 0.998765, Obj: 0.448920, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.700750, Class: 0.996926, Obj: 0.044328, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799844, Class: 0.975640, Obj: 0.197725, No Obj: 0.000503, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.833291, Class: 0.998798, Obj: 0.382979, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3782: 0.428785, 0.371528 avg loss, 0.000010 rate, 3.924107 seconds, 242048 images Loaded: 0.000052 seconds Region 82 Avg IOU: 0.698275, Class: 0.989989, Obj: 0.001468, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.889029, Class: 0.999711, Obj: 0.935571, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819109, Class: 0.998606, Obj: 0.065577, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700517, Class: 0.992750, Obj: 0.039374, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.859588, Class: 0.998542, Obj: 0.225199, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.858379, Class: 0.998326, Obj: 0.726155, No Obj: 0.000356, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714266, Class: 0.995121, Obj: 0.187568, No Obj: 0.000193, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760149, Class: 0.997871, Obj: 0.613954, No Obj: 0.000293, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.838977, Class: 0.999286, Obj: 0.424931, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.723753, Class: 0.996725, Obj: 0.219705, No Obj: 0.000180, .5R: 1.000000, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696343, Class: 0.998046, Obj: 0.211272, No Obj: 0.000128, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.663197, Class: 0.997043, Obj: 0.272650, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809593, Class: 0.999035, Obj: 0.622115, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693189, Class: 0.998976, Obj: 0.341516, No Obj: 0.000191, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3783: 0.422544, 0.376629 avg loss, 0.000010 rate, 3.902453 seconds, 242112 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832445, Class: 0.996372, Obj: 0.650959, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.641648, Class: 0.995738, Obj: 0.254444, No Obj: 0.000050, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.831136, Class: 0.992401, Obj: 0.557957, No Obj: 0.000526, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750448, Class: 0.997324, Obj: 0.164109, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.790323, Class: 0.999164, Obj: 0.830785, No Obj: 0.000433, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.828745, Class: 0.998136, Obj: 0.420057, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802776, Class: 0.996497, Obj: 0.254427, No Obj: 0.000206, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.706759, Class: 0.998679, Obj: 0.759501, No Obj: 0.000284, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.737714, Class: 0.999386, Obj: 0.406797, No Obj: 0.000117, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.754532, Class: 0.998047, Obj: 0.215162, No Obj: 0.000136, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795871, Class: 0.998845, Obj: 0.131988, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.879787, Class: 0.999437, Obj: 0.229787, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834205, Class: 0.999044, Obj: 0.869219, No Obj: 0.000313, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830845, Class: 0.981468, Obj: 0.063280, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757964, Class: 0.998267, Obj: 0.132849, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.859219, Class: 0.997909, Obj: 0.462026, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3784: 0.284941, 0.367460 avg loss, 0.000010 rate, 3.914380 seconds, 242176 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805960, Class: 0.997917, Obj: 0.263108, No Obj: 0.000282, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.643592, Class: 0.997633, Obj: 0.061932, No Obj: 0.000105, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764540, Class: 0.999272, Obj: 0.237640, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887012, Class: 0.998476, Obj: 0.392621, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773626, Class: 0.997578, Obj: 0.246385, No Obj: 0.000178, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833950, Class: 0.998744, Obj: 0.141963, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774569, Class: 0.997510, Obj: 0.128353, No Obj: 0.000120, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709535, Class: 0.996746, Obj: 0.188564, No Obj: 0.000149, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915339, Class: 0.999120, Obj: 0.318285, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.643022, Class: 0.997002, Obj: 0.049142, No Obj: 0.000097, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880433, Class: 0.998128, Obj: 0.394353, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3785: 0.372005, 0.367915 avg loss, 0.000010 rate, 3.916264 seconds, 242240 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882262, Class: 0.996876, Obj: 0.645736, No Obj: 0.000441, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765853, Class: 0.998273, Obj: 0.191742, No Obj: 0.000203, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.936495, Class: 0.999840, Obj: 0.893773, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.725561, Class: 0.997631, Obj: 0.221016, No Obj: 0.000132, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744397, Class: 0.984738, Obj: 0.027234, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768645, Class: 0.997822, Obj: 0.096174, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735158, Class: 0.996223, Obj: 0.078983, No Obj: 0.000111, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.726928, Class: 0.982594, Obj: 0.008408, No Obj: 0.000027, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829000, Class: 0.996797, Obj: 0.227469, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642885, Class: 0.995948, Obj: 0.231894, No Obj: 0.000197, .5R: 0.727273, .75R: 0.272727, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907484, Class: 0.995852, Obj: 0.408108, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849184, Class: 0.998197, Obj: 0.366247, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759149, Class: 0.994523, Obj: 0.732545, No Obj: 0.000233, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.776439, Class: 0.998113, Obj: 0.334233, No Obj: 0.000151, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3786: 0.392723, 0.370396 avg loss, 0.000010 rate, 3.920727 seconds, 242304 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785269, Class: 0.999916, Obj: 0.945580, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.592960, Class: 0.995768, Obj: 0.016790, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.656981, Class: 0.999358, Obj: 0.095335, No Obj: 0.000111, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.776753, Class: 0.998119, Obj: 0.380043, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831463, Class: 0.999900, Obj: 0.858804, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767945, Class: 0.996896, Obj: 0.187865, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.891360, Class: 0.971230, Obj: 0.230474, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761973, Class: 0.998278, Obj: 0.290810, No Obj: 0.000129, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779022, Class: 0.997468, Obj: 0.167652, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904017, Class: 0.999489, Obj: 0.901770, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666608, Class: 0.996414, Obj: 0.221271, No Obj: 0.000234, .5R: 0.727273, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806109, Class: 0.998257, Obj: 0.643026, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851290, Class: 0.996845, Obj: 0.268186, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.695707, Class: 0.997485, Obj: 0.044104, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.884802, Class: 0.999578, Obj: 0.684693, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791523, Class: 0.998205, Obj: 0.235303, No Obj: 0.000133, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3787: 0.359005, 0.369257 avg loss, 0.000010 rate, 3.922492 seconds, 242368 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.918440, Class: 0.999741, Obj: 0.913507, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838315, Class: 0.997852, Obj: 0.261264, No Obj: 0.000123, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744785, Class: 0.985496, Obj: 0.091596, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.682893, Class: 0.993322, Obj: 0.328622, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896423, Class: 0.999713, Obj: 0.103707, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698703, Class: 0.995519, Obj: 0.105503, No Obj: 0.000163, .5R: 0.714286, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.863468, Class: 0.995402, Obj: 0.583481, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.746340, Class: 0.994957, Obj: 0.816559, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.783422, Class: 0.998032, Obj: 0.032795, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.854004, Class: 0.999544, Obj: 0.777560, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.887622, Class: 0.994850, Obj: 0.000559, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.621830, Class: 0.994419, Obj: 0.174459, No Obj: 0.000065, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908178, Class: 0.999803, Obj: 0.912070, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737999, Class: 0.997498, Obj: 0.269467, No Obj: 0.000202, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857000, Class: 0.999895, Obj: 0.945619, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738191, Class: 0.997944, Obj: 0.169103, No Obj: 0.000084, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749277, Class: 0.998021, Obj: 0.259047, No Obj: 0.000152, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3788: 0.438533, 0.376184 avg loss, 0.000010 rate, 3.924414 seconds, 242432 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.881058, Class: 0.999194, Obj: 0.733749, No Obj: 0.000598, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.917284, Class: 0.995488, Obj: 0.460342, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.874841, Class: 0.997643, Obj: 0.262863, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.812180, Class: 0.996928, Obj: 0.212832, No Obj: 0.000115, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743655, Class: 0.997916, Obj: 0.315196, No Obj: 0.000239, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815898, Class: 0.996028, Obj: 0.445485, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.859724, Class: 0.997172, Obj: 0.347198, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799483, Class: 0.994984, Obj: 0.509355, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738212, Class: 0.997998, Obj: 0.380106, No Obj: 0.000158, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846153, Class: 0.998615, Obj: 0.226364, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833828, Class: 0.995122, Obj: 0.260309, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763964, Class: 0.998688, Obj: 0.300348, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792075, Class: 0.997617, Obj: 0.069496, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3789: 0.315350, 0.370101 avg loss, 0.000010 rate, 3.906623 seconds, 242496 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702174, Class: 0.998555, Obj: 0.016619, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698532, Class: 0.998173, Obj: 0.416852, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581580, Class: 0.998833, Obj: 0.250177, No Obj: 0.000072, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869647, Class: 0.999342, Obj: 0.049879, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734879, Class: 0.995246, Obj: 0.041150, No Obj: 0.000103, .5R: 0.888889, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851636, Class: 0.997129, Obj: 0.149296, No Obj: 0.000133, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.667096, Class: 0.994275, Obj: 0.208017, No Obj: 0.000173, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.848812, Class: 0.997922, Obj: 0.225114, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843513, Class: 0.998963, Obj: 0.449743, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.773749, Class: 0.998259, Obj: 0.241822, No Obj: 0.000124, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3790: 0.333665, 0.366457 avg loss, 0.000010 rate, 3.927549 seconds, 242560 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846098, Class: 0.998517, Obj: 0.261308, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.781302, Class: 0.997298, Obj: 0.122553, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780669, Class: 0.999287, Obj: 0.224926, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.876320, Class: 0.998911, Obj: 0.495062, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.829014, Class: 0.991632, Obj: 0.589782, No Obj: 0.000758, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809623, Class: 0.998849, Obj: 0.086241, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855143, Class: 0.988899, Obj: 0.017608, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703541, Class: 0.999199, Obj: 0.007181, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.802658, Class: 0.997194, Obj: 0.406560, No Obj: 0.000389, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770151, Class: 0.994130, Obj: 0.143662, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824628, Class: 0.999054, Obj: 0.607548, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769650, Class: 0.991487, Obj: 0.005310, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789180, Class: 0.997306, Obj: 0.140752, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800136, Class: 0.999679, Obj: 0.047981, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3791: 0.242302, 0.354042 avg loss, 0.000010 rate, 3.908247 seconds, 242624 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868600, Class: 0.996174, Obj: 0.728807, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825022, Class: 0.998515, Obj: 0.376918, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867840, Class: 0.999482, Obj: 0.725985, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817998, Class: 0.997711, Obj: 0.234312, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.875564, Class: 0.999627, Obj: 0.515376, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.853821, Class: 0.996210, Obj: 0.796586, No Obj: 0.000600, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.745007, Class: 0.996373, Obj: 0.704199, No Obj: 0.000368, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775004, Class: 0.998550, Obj: 0.311788, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.869185, Class: 0.984793, Obj: 0.111903, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.848080, Class: 0.995790, Obj: 0.062008, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811764, Class: 0.998629, Obj: 0.335335, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852348, Class: 0.997979, Obj: 0.201674, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834940, Class: 0.996663, Obj: 0.644936, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.820529, Class: 0.998388, Obj: 0.424461, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691393, Class: 0.998648, Obj: 0.310745, No Obj: 0.000203, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.713022, Class: 0.995403, Obj: 0.270850, No Obj: 0.000100, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3792: 0.217685, 0.340406 avg loss, 0.000010 rate, 3.906651 seconds, 242688 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.834374, Class: 0.998386, Obj: 0.807995, No Obj: 0.000409, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810170, Class: 0.997330, Obj: 0.099770, No Obj: 0.000116, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904795, Class: 0.994492, Obj: 0.370485, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797903, Class: 0.996809, Obj: 0.168631, No Obj: 0.000128, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.588246, Class: 0.996996, Obj: 0.806718, No Obj: 0.000442, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697085, Class: 0.998597, Obj: 0.025822, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.711879, Class: 0.998918, Obj: 0.245532, No Obj: 0.000210, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750592, Class: 0.996794, Obj: 0.037433, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818908, Class: 0.997291, Obj: 0.482440, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.705253, Class: 0.970365, Obj: 0.002458, No Obj: 0.000155, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.796320, Class: 0.997881, Obj: 0.165767, No Obj: 0.000167, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780300, Class: 0.988991, Obj: 0.009683, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.825921, Class: 0.996504, Obj: 0.155501, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841467, Class: 0.996397, Obj: 0.574433, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.733362, Class: 0.997899, Obj: 0.218572, No Obj: 0.000128, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3793: 0.390249, 0.345390 avg loss, 0.000010 rate, 3.906536 seconds, 242752 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694842, Class: 0.995669, Obj: 0.008865, No Obj: 0.000031, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.823689, Class: 0.999469, Obj: 0.886766, No Obj: 0.000398, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.868365, Class: 0.998617, Obj: 0.107940, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764714, Class: 0.993581, Obj: 0.191214, No Obj: 0.000132, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.794065, Class: 0.999691, Obj: 0.884035, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.941484, Class: 0.998656, Obj: 0.654858, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843881, Class: 0.998857, Obj: 0.580186, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787001, Class: 0.998209, Obj: 0.280782, No Obj: 0.000165, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763992, Class: 0.999173, Obj: 0.329273, No Obj: 0.000123, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.583622, Class: 0.995500, Obj: 0.004035, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000176, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840216, Class: 0.994281, Obj: 0.028555, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746572, Class: 0.997069, Obj: 0.307352, No Obj: 0.000142, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779474, Class: 0.994967, Obj: 0.299032, No Obj: 0.000314, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.779090, Class: 0.999129, Obj: 0.156510, No Obj: 0.000149, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.586250, Class: 0.996179, Obj: 0.174005, No Obj: 0.000170, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3794: 0.342864, 0.345138 avg loss, 0.000010 rate, 3.903001 seconds, 242816 images Loaded: 0.000033 seconds Region 82 Avg IOU: 0.632391, Class: 0.996659, Obj: 0.976521, No Obj: 0.000398, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812567, Class: 0.989952, Obj: 0.073276, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819145, Class: 0.999034, Obj: 0.118168, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.866280, Class: 0.999580, Obj: 0.677356, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.868917, Class: 0.994281, Obj: 0.646695, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803191, Class: 0.997561, Obj: 0.209767, No Obj: 0.000086, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708048, Class: 0.998815, Obj: 0.350419, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820735, Class: 0.990310, Obj: 0.326988, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.425075, Class: 0.997553, Obj: 0.003752, No Obj: 0.000040, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.770013, Class: 0.999248, Obj: 0.785076, No Obj: 0.000384, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842417, Class: 0.995620, Obj: 0.531434, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.884738, Class: 0.999340, Obj: 0.261742, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870479, Class: 0.995724, Obj: 0.164094, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.772455, Class: 0.997971, Obj: 0.284960, No Obj: 0.000114, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715614, Class: 0.998097, Obj: 0.050979, No Obj: 0.000065, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828665, Class: 0.993738, Obj: 0.345757, No Obj: 0.000470, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.756877, Class: 0.996863, Obj: 0.118900, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3795: 0.262095, 0.336833 avg loss, 0.000010 rate, 3.909129 seconds, 242880 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804599, Class: 0.998371, Obj: 0.122899, No Obj: 0.000128, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.929191, Class: 0.999055, Obj: 0.075792, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792585, Class: 0.992665, Obj: 0.570683, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698847, Class: 0.997599, Obj: 0.239561, No Obj: 0.000122, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860092, Class: 0.994539, Obj: 0.593446, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783107, Class: 0.996584, Obj: 0.195481, No Obj: 0.000100, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.936029, Class: 0.979161, Obj: 0.169825, No Obj: 0.000445, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.840014, Class: 0.999632, Obj: 0.370626, No Obj: 0.000179, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.870668, Class: 0.998356, Obj: 0.423068, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.775021, Class: 0.999653, Obj: 0.788974, No Obj: 0.000544, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.946696, Class: 0.997496, Obj: 0.881562, No Obj: 0.000409, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.709022, Class: 0.996912, Obj: 0.179127, No Obj: 0.000111, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.669102, Class: 0.999693, Obj: 0.864663, No Obj: 0.000437, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.867137, Class: 0.999850, Obj: 0.948902, No Obj: 0.000160, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846324, Class: 0.996290, Obj: 0.071088, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.766104, Class: 0.999262, Obj: 0.927293, No Obj: 0.000352, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.920188, Class: 0.998230, Obj: 0.288391, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736253, Class: 0.996352, Obj: 0.186964, No Obj: 0.000129, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3796: 0.319326, 0.335083 avg loss, 0.000010 rate, 3.917918 seconds, 242944 images Loaded: 0.000102 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859393, Class: 0.997701, Obj: 0.605148, No Obj: 0.000340, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.788065, Class: 0.999947, Obj: 0.186645, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768249, Class: 0.997440, Obj: 0.611917, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751383, Class: 0.950033, Obj: 0.000080, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823304, Class: 0.982755, Obj: 0.132792, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714295, Class: 0.995742, Obj: 0.199982, No Obj: 0.000095, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797961, Class: 0.999631, Obj: 0.251393, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742114, Class: 0.999332, Obj: 0.477018, No Obj: 0.000190, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736199, Class: 0.985564, Obj: 0.248231, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.690301, Class: 0.997706, Obj: 0.313914, No Obj: 0.000191, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747487, Class: 0.991829, Obj: 0.209804, No Obj: 0.000226, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.750356, Class: 0.999451, Obj: 0.327555, No Obj: 0.000119, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839000, Class: 0.999174, Obj: 0.467865, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799714, Class: 0.999084, Obj: 0.193701, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777050, Class: 0.989713, Obj: 0.267715, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3797: 0.315268, 0.333101 avg loss, 0.000010 rate, 3.904278 seconds, 243008 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.801737, Class: 0.998690, Obj: 0.336148, No Obj: 0.000281, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.912427, Class: 0.994153, Obj: 0.567017, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808731, Class: 0.996931, Obj: 0.134093, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810565, Class: 0.990013, Obj: 0.052217, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767948, Class: 0.997910, Obj: 0.293102, No Obj: 0.000137, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884866, Class: 0.980649, Obj: 0.398152, No Obj: 0.000177, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.713286, Class: 0.999374, Obj: 0.327501, No Obj: 0.000097, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821728, Class: 0.994809, Obj: 0.522753, No Obj: 0.000339, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.829048, Class: 0.999692, Obj: 0.437839, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846688, Class: 0.998487, Obj: 0.436202, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.673940, Class: 0.998460, Obj: 0.073270, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780320, Class: 0.999370, Obj: 0.311442, No Obj: 0.000232, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863748, Class: 0.997672, Obj: 0.898190, No Obj: 0.000297, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713862, Class: 0.999058, Obj: 0.153067, No Obj: 0.000109, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775499, Class: 0.998591, Obj: 0.176015, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3798: 0.317599, 0.331551 avg loss, 0.000010 rate, 3.921853 seconds, 243072 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748088, Class: 0.997419, Obj: 0.153901, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801812, Class: 0.997468, Obj: 0.294456, No Obj: 0.000171, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.779782, Class: 0.995755, Obj: 0.565028, No Obj: 0.000522, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.835529, Class: 0.999155, Obj: 0.516287, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.602300, Class: 0.997560, Obj: 0.310295, No Obj: 0.000091, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805108, Class: 0.998760, Obj: 0.204208, No Obj: 0.000052, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734817, Class: 0.997545, Obj: 0.204517, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856175, Class: 0.999108, Obj: 0.014552, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836752, Class: 0.998479, Obj: 0.405365, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.883763, Class: 0.986729, Obj: 0.263615, No Obj: 0.000569, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.841980, Class: 0.995456, Obj: 0.610386, No Obj: 0.000437, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.892540, Class: 0.999674, Obj: 0.498096, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800661, Class: 0.992803, Obj: 0.688042, No Obj: 0.000304, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.852986, Class: 0.998777, Obj: 0.416341, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3799: 0.280156, 0.326412 avg loss, 0.000010 rate, 3.918716 seconds, 243136 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729119, Class: 0.996328, Obj: 0.451259, No Obj: 0.000161, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784141, Class: 0.993622, Obj: 0.048517, No Obj: 0.000230, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.705872, Class: 0.988765, Obj: 0.090283, No Obj: 0.000148, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768595, Class: 0.994314, Obj: 0.169577, No Obj: 0.000201, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.893095, Class: 0.997647, Obj: 0.207029, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848006, Class: 0.999924, Obj: 0.977677, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703921, Class: 0.998540, Obj: 0.254296, No Obj: 0.000101, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718925, Class: 0.993595, Obj: 0.177908, No Obj: 0.000093, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821062, Class: 0.998489, Obj: 0.251363, No Obj: 0.000125, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820234, Class: 0.999057, Obj: 0.607651, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3800: 0.382478, 0.332018 avg loss, 0.000010 rate, 3.912798 seconds, 243200 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798723, Class: 0.999063, Obj: 0.754908, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794495, Class: 0.993955, Obj: 0.267551, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748107, Class: 0.999085, Obj: 0.790492, No Obj: 0.000146, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.662973, Class: 0.995213, Obj: 0.082179, No Obj: 0.000047, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822828, Class: 0.998061, Obj: 0.948173, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855765, Class: 0.998186, Obj: 0.340376, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.888406, Class: 0.996904, Obj: 0.043198, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775229, Class: 0.997604, Obj: 0.191368, No Obj: 0.000119, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797629, Class: 0.999431, Obj: 0.377222, No Obj: 0.000195, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784183, Class: 0.997253, Obj: 0.581541, No Obj: 0.000329, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.818130, Class: 0.999302, Obj: 0.378717, No Obj: 0.000071, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809498, Class: 0.998557, Obj: 0.486315, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.677404, Class: 0.996062, Obj: 0.035650, No Obj: 0.000107, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808094, Class: 0.991656, Obj: 0.809570, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.794809, Class: 0.996826, Obj: 0.285455, No Obj: 0.000163, .5R: 1.000000, .75R: 0.750000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3801: 0.332040, 0.332020 avg loss, 0.000010 rate, 3.687361 seconds, 243264 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943796, Class: 0.999037, Obj: 0.655728, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863924, Class: 0.998179, Obj: 0.291216, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835725, Class: 0.996997, Obj: 0.160700, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.717052, Class: 0.992027, Obj: 0.157254, No Obj: 0.000085, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741621, Class: 0.965939, Obj: 0.107748, No Obj: 0.000110, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747250, Class: 0.994037, Obj: 0.182769, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733268, Class: 0.994672, Obj: 0.578671, No Obj: 0.000277, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.660442, Class: 0.996291, Obj: 0.116537, No Obj: 0.000136, .5R: 0.777778, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719218, Class: 0.998659, Obj: 0.504475, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.710936, Class: 0.998226, Obj: 0.421647, No Obj: 0.000111, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.933701, Class: 0.998918, Obj: 0.233196, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717647, Class: 0.995925, Obj: 0.202496, No Obj: 0.000251, .5R: 0.900000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781634, Class: 0.996262, Obj: 0.519151, No Obj: 0.000355, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.733034, Class: 0.996833, Obj: 0.316046, No Obj: 0.000234, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808501, Class: 0.994152, Obj: 0.126308, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679256, Class: 0.996534, Obj: 0.122327, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3802: 0.503732, 0.349191 avg loss, 0.000010 rate, 3.904885 seconds, 243328 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832853, Class: 0.999592, Obj: 0.941435, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850826, Class: 0.999539, Obj: 0.379353, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866468, Class: 0.998897, Obj: 0.943433, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789487, Class: 0.998679, Obj: 0.546320, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701111, Class: 0.997931, Obj: 0.245559, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844357, Class: 0.995980, Obj: 0.146151, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.518367, Class: 0.995575, Obj: 0.013462, No Obj: 0.000120, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701857, Class: 0.997532, Obj: 0.325147, No Obj: 0.000134, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883514, Class: 0.999738, Obj: 0.364193, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617446, Class: 0.998609, Obj: 0.260821, No Obj: 0.000125, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.722587, Class: 0.998121, Obj: 0.045402, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767622, Class: 0.996229, Obj: 0.033147, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676609, Class: 0.998093, Obj: 0.219523, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3803: 0.286953, 0.342968 avg loss, 0.000010 rate, 3.901560 seconds, 243392 images Loaded: 0.000065 seconds Region 82 Avg IOU: 0.735827, Class: 0.993302, Obj: 0.039968, No Obj: 0.000271, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.749969, Class: 0.992933, Obj: 0.723764, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810602, Class: 0.997887, Obj: 0.104983, No Obj: 0.000129, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.867664, Class: 0.999893, Obj: 0.975478, No Obj: 0.000306, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.742865, Class: 0.980638, Obj: 0.160262, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.596837, Class: 0.999964, Obj: 0.090761, No Obj: 0.000054, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789088, Class: 0.999916, Obj: 0.598886, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770748, Class: 0.999088, Obj: 0.135090, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.711509, Class: 0.991064, Obj: 0.074809, No Obj: 0.000061, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.861292, Class: 0.999411, Obj: 0.506703, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593268, Class: 0.995954, Obj: 0.191105, No Obj: 0.000088, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916674, Class: 0.999742, Obj: 0.900162, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741518, Class: 0.997211, Obj: 0.114009, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754815, Class: 0.999257, Obj: 0.541766, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712442, Class: 0.997855, Obj: 0.169880, No Obj: 0.000146, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.809348, Class: 0.997301, Obj: 0.833576, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.878550, Class: 0.999579, Obj: 0.977732, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.645957, Class: 0.994361, Obj: 0.035395, No Obj: 0.000127, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3804: 0.404464, 0.349117 avg loss, 0.000010 rate, 3.907071 seconds, 243456 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.841395, Class: 0.994845, Obj: 0.952093, No Obj: 0.000316, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.709664, Class: 0.999581, Obj: 0.511991, No Obj: 0.000038, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.870040, Class: 0.999677, Obj: 0.497843, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651169, Class: 0.992640, Obj: 0.068610, No Obj: 0.000108, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773372, Class: 0.995827, Obj: 0.209795, No Obj: 0.000167, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824393, Class: 0.998942, Obj: 0.359783, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750682, Class: 0.999829, Obj: 0.394669, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.632047, Class: 0.996663, Obj: 0.029939, No Obj: 0.000073, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775906, Class: 0.990551, Obj: 0.545983, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.902879, Class: 0.998598, Obj: 0.095914, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000292, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827399, Class: 0.993537, Obj: 0.324196, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.615094, Class: 0.998026, Obj: 0.110939, No Obj: 0.000071, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851828, Class: 0.998562, Obj: 0.684195, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.847249, Class: 0.997732, Obj: 0.277273, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3805: 0.274191, 0.341625 avg loss, 0.000010 rate, 3.904020 seconds, 243520 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762703, Class: 0.999929, Obj: 0.801800, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803931, Class: 0.999135, Obj: 0.252822, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788820, Class: 0.999891, Obj: 0.889545, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.561269, Class: 0.997900, Obj: 0.008776, No Obj: 0.000064, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818894, Class: 0.994578, Obj: 0.530655, No Obj: 0.000161, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740975, Class: 0.995312, Obj: 0.372934, No Obj: 0.000142, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883429, Class: 0.997598, Obj: 0.437841, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642821, Class: 0.955735, Obj: 0.262800, No Obj: 0.000076, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.757555, Class: 0.994553, Obj: 0.112881, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000118, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806443, Class: 0.997844, Obj: 0.007920, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707821, Class: 0.994061, Obj: 0.137375, No Obj: 0.000124, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773512, Class: 0.996973, Obj: 0.544250, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.796730, Class: 0.997616, Obj: 0.046949, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757906, Class: 0.995909, Obj: 0.096069, No Obj: 0.000067, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3806: 0.295204, 0.336983 avg loss, 0.000010 rate, 3.905460 seconds, 243584 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.596829, Class: 0.986052, Obj: 0.001652, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.668463, Class: 0.997724, Obj: 0.075397, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.725875, Class: 0.985817, Obj: 0.585980, No Obj: 0.000329, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747096, Class: 0.996433, Obj: 0.234983, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.713326, Class: 0.994424, Obj: 0.825016, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.683056, Class: 0.994037, Obj: 0.257079, No Obj: 0.000208, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848268, Class: 0.998393, Obj: 0.394938, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721484, Class: 0.999159, Obj: 0.142148, No Obj: 0.000099, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798886, Class: 0.998697, Obj: 0.337170, No Obj: 0.000263, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804651, Class: 0.998869, Obj: 0.211162, No Obj: 0.000097, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809165, Class: 0.995580, Obj: 0.075730, No Obj: 0.000342, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.831988, Class: 0.996487, Obj: 0.117138, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.790271, Class: 0.998570, Obj: 0.117353, No Obj: 0.000364, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.751448, Class: 0.984282, Obj: 0.210688, No Obj: 0.000305, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.865322, Class: 0.994375, Obj: 0.067027, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3807: 0.397150, 0.342999 avg loss, 0.000010 rate, 3.908006 seconds, 243648 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796620, Class: 0.980741, Obj: 0.046889, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.622321, Class: 0.997995, Obj: 0.103885, No Obj: 0.000057, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872910, Class: 0.997317, Obj: 0.211940, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.614284, Class: 0.993832, Obj: 0.090034, No Obj: 0.000181, .5R: 0.777778, .75R: 0.222222, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.882613, Class: 0.998774, Obj: 0.611837, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.854364, Class: 0.940908, Obj: 0.110588, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846765, Class: 0.989851, Obj: 0.020069, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914125, Class: 0.992477, Obj: 0.025780, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.892655, Class: 0.993742, Obj: 0.001174, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852196, Class: 0.999307, Obj: 0.580116, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729137, Class: 0.999700, Obj: 0.050328, No Obj: 0.000046, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.873277, Class: 0.999680, Obj: 0.396970, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.763070, Class: 0.978607, Obj: 0.002287, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.911485, Class: 0.986174, Obj: 0.093404, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.856674, Class: 0.999306, Obj: 0.563588, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3808: 0.299956, 0.338695 avg loss, 0.000010 rate, 3.903986 seconds, 243712 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.837400, Class: 0.999476, Obj: 0.551504, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676320, Class: 0.996560, Obj: 0.197746, No Obj: 0.000138, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840571, Class: 0.994840, Obj: 0.126767, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.736555, Class: 0.998024, Obj: 0.506782, No Obj: 0.000257, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840416, Class: 0.999915, Obj: 0.914955, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705046, Class: 0.998172, Obj: 0.328163, No Obj: 0.000168, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767022, Class: 0.995728, Obj: 0.196133, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.684396, Class: 0.991939, Obj: 0.016872, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826433, Class: 0.997929, Obj: 0.163355, No Obj: 0.000151, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773031, Class: 0.997237, Obj: 0.211898, No Obj: 0.000124, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808744, Class: 0.996778, Obj: 0.098841, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.806204, Class: 0.997599, Obj: 0.269432, No Obj: 0.000099, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3809: 0.399943, 0.344820 avg loss, 0.000010 rate, 3.907086 seconds, 243776 images Loaded: 0.000084 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833745, Class: 0.998971, Obj: 0.716230, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790601, Class: 0.998732, Obj: 0.419202, No Obj: 0.000133, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.879962, Class: 0.999740, Obj: 0.893572, No Obj: 0.000591, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802734, Class: 0.999720, Obj: 0.502046, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000133, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808032, Class: 0.997500, Obj: 0.452486, No Obj: 0.000193, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783906, Class: 0.996767, Obj: 0.339654, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.478064, Class: 0.996931, Obj: 0.189940, No Obj: 0.000127, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.723178, Class: 0.989389, Obj: 0.088375, No Obj: 0.000164, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.713796, Class: 0.996780, Obj: 0.255287, No Obj: 0.000109, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763144, Class: 0.996834, Obj: 0.336129, No Obj: 0.000200, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.688573, Class: 0.997774, Obj: 0.197371, No Obj: 0.000123, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788856, Class: 0.999483, Obj: 0.955184, No Obj: 0.000262, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.603621, Class: 0.994692, Obj: 0.046729, No Obj: 0.000103, .5R: 0.555556, .75R: 0.333333, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866228, Class: 0.998730, Obj: 0.274281, No Obj: 0.000310, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.625848, Class: 0.996163, Obj: 0.045616, No Obj: 0.000110, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.719876, Class: 0.995675, Obj: 0.614924, No Obj: 0.000347, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3810: 0.496638, 0.360002 avg loss, 0.000010 rate, 3.909172 seconds, 243840 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.940730, Class: 0.999901, Obj: 0.552836, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723810, Class: 0.994315, Obj: 0.180939, No Obj: 0.000157, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776973, Class: 0.998141, Obj: 0.254189, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686873, Class: 0.999158, Obj: 0.150638, No Obj: 0.000136, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733708, Class: 0.997160, Obj: 0.270233, No Obj: 0.000125, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802073, Class: 0.997770, Obj: 0.415877, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745888, Class: 0.984958, Obj: 0.372877, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.812853, Class: 0.997082, Obj: 0.182388, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818448, Class: 0.999205, Obj: 0.095763, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.716808, Class: 0.996758, Obj: 0.081550, No Obj: 0.000141, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762219, Class: 0.988113, Obj: 0.168044, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.880506, Class: 0.999028, Obj: 0.505789, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.794943, Class: 0.991941, Obj: 0.520077, No Obj: 0.000603, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745766, Class: 0.998134, Obj: 0.463219, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3811: 0.300199, 0.354021 avg loss, 0.000010 rate, 3.900562 seconds, 243904 images Loaded: 0.000048 seconds Region 82 Avg IOU: 0.699730, Class: 0.991793, Obj: 0.847470, No Obj: 0.000530, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.827632, Class: 0.997513, Obj: 0.112589, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753061, Class: 0.997700, Obj: 0.237617, No Obj: 0.000090, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705036, Class: 0.998325, Obj: 0.310879, No Obj: 0.000113, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904689, Class: 0.999085, Obj: 0.806502, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776087, Class: 0.999536, Obj: 0.146038, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830714, Class: 0.999846, Obj: 0.220388, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.709331, Class: 0.997105, Obj: 0.108757, No Obj: 0.000124, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729841, Class: 0.993097, Obj: 0.664927, No Obj: 0.000208, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.786848, Class: 0.998348, Obj: 0.143655, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765239, Class: 0.998640, Obj: 0.151725, No Obj: 0.000122, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777406, Class: 0.987632, Obj: 0.126539, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706816, Class: 0.999044, Obj: 0.355671, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822094, Class: 0.992245, Obj: 0.056572, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.600716, Class: 0.997963, Obj: 0.106006, No Obj: 0.000087, .5R: 0.750000, .75R: 0.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3812: 0.321986, 0.350818 avg loss, 0.000010 rate, 3.904094 seconds, 243968 images Loaded: 0.000077 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905911, Class: 0.994687, Obj: 0.747627, No Obj: 0.000383, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802283, Class: 0.998969, Obj: 0.358429, No Obj: 0.000137, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742495, Class: 0.999158, Obj: 0.116417, No Obj: 0.000147, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760677, Class: 0.997513, Obj: 0.246881, No Obj: 0.000180, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889594, Class: 0.999887, Obj: 0.935965, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854338, Class: 0.999457, Obj: 0.387638, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758941, Class: 0.999160, Obj: 0.094950, No Obj: 0.000059, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884824, Class: 0.998901, Obj: 0.621660, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869540, Class: 0.999340, Obj: 0.623080, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783916, Class: 0.997043, Obj: 0.390177, No Obj: 0.000201, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.710166, Class: 0.999409, Obj: 0.296208, No Obj: 0.000318, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.717229, Class: 0.997835, Obj: 0.022437, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.676505, Class: 0.996098, Obj: 0.123499, No Obj: 0.000135, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775172, Class: 0.993567, Obj: 0.202682, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762506, Class: 0.997220, Obj: 0.046097, No Obj: 0.000056, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3813: 0.311230, 0.346859 avg loss, 0.000010 rate, 3.920610 seconds, 244032 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875570, Class: 0.999029, Obj: 0.584106, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727370, Class: 0.998390, Obj: 0.412926, No Obj: 0.000152, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.861010, Class: 0.979149, Obj: 0.416825, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814467, Class: 0.995746, Obj: 0.006808, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875725, Class: 0.997836, Obj: 0.433930, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770932, Class: 0.998478, Obj: 0.352441, No Obj: 0.000120, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.599429, Class: 0.995614, Obj: 0.834479, No Obj: 0.000408, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.790724, Class: 0.992573, Obj: 0.217510, No Obj: 0.000303, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.687595, Class: 0.994364, Obj: 0.016851, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.722836, Class: 0.997188, Obj: 0.585003, No Obj: 0.000567, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.879757, Class: 0.993976, Obj: 0.673096, No Obj: 0.000288, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.727851, Class: 0.998785, Obj: 0.340565, No Obj: 0.000143, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858372, Class: 0.996965, Obj: 0.865712, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756561, Class: 0.998611, Obj: 0.234446, No Obj: 0.000142, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806170, Class: 0.995285, Obj: 0.440439, No Obj: 0.000162, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.767032, Class: 0.999041, Obj: 0.234645, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878701, Class: 0.997730, Obj: 0.629914, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.739097, Class: 0.997874, Obj: 0.457026, No Obj: 0.000162, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3814: 0.365006, 0.348674 avg loss, 0.000010 rate, 3.908427 seconds, 244096 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833317, Class: 0.997835, Obj: 0.594201, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.830380, Class: 0.998718, Obj: 0.455580, No Obj: 0.000201, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787436, Class: 0.996625, Obj: 0.035983, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838671, Class: 0.999971, Obj: 0.790189, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799365, Class: 0.998713, Obj: 0.218689, No Obj: 0.000135, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767916, Class: 0.999133, Obj: 0.111349, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.760932, Class: 0.999679, Obj: 0.380448, No Obj: 0.000135, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853353, Class: 0.994157, Obj: 0.416318, No Obj: 0.000299, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.756152, Class: 0.997329, Obj: 0.212822, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819677, Class: 0.998239, Obj: 0.288851, No Obj: 0.000214, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904130, Class: 0.999712, Obj: 0.421323, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.769471, Class: 0.999732, Obj: 0.156221, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.892423, Class: 0.999676, Obj: 0.183036, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742887, Class: 0.997101, Obj: 0.206756, No Obj: 0.000182, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3815: 0.322880, 0.346094 avg loss, 0.000010 rate, 3.905296 seconds, 244160 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000400, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895266, Class: 0.988146, Obj: 0.135360, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786657, Class: 0.997312, Obj: 0.214935, No Obj: 0.000065, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838625, Class: 0.999532, Obj: 0.752015, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775272, Class: 0.997540, Obj: 0.569130, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000213, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665338, Class: 0.985764, Obj: 0.287083, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.613838, Class: 0.994094, Obj: 0.170262, No Obj: 0.000121, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850450, Class: 0.999145, Obj: 0.710607, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714040, Class: 0.985020, Obj: 0.035499, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.686963, Class: 0.995880, Obj: 0.267309, No Obj: 0.000148, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756618, Class: 0.998983, Obj: 0.163473, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846473, Class: 0.997907, Obj: 0.435739, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.609120, Class: 0.995413, Obj: 0.102511, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3816: 0.332341, 0.344719 avg loss, 0.000010 rate, 3.907325 seconds, 244224 images Loaded: 0.000069 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000296, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714253, Class: 0.984049, Obj: 0.043664, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.736297, Class: 0.996089, Obj: 0.061395, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.693001, Class: 0.971892, Obj: 0.001677, No Obj: 0.000006, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744204, Class: 0.996374, Obj: 0.025024, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853393, Class: 0.999044, Obj: 0.420164, No Obj: 0.000327, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.747971, Class: 0.997215, Obj: 0.024073, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831153, Class: 0.993103, Obj: 0.014009, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793155, Class: 0.998904, Obj: 0.135283, No Obj: 0.000126, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.606687, Class: 0.993455, Obj: 0.221111, No Obj: 0.000039, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819399, Class: 0.997816, Obj: 0.234451, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815805, Class: 0.998621, Obj: 0.036741, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775727, Class: 0.997657, Obj: 0.287337, No Obj: 0.000055, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3817: 0.328721, 0.343119 avg loss, 0.000010 rate, 3.919862 seconds, 244288 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839958, Class: 0.997844, Obj: 0.453171, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775179, Class: 0.991892, Obj: 0.019361, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789500, Class: 0.997063, Obj: 0.154004, No Obj: 0.000136, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783390, Class: 0.995859, Obj: 0.557526, No Obj: 0.000271, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783149, Class: 0.996468, Obj: 0.147991, No Obj: 0.000081, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000354, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.570207, Class: 0.935306, Obj: 0.000809, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.775137, Class: 0.998173, Obj: 0.144062, No Obj: 0.000043, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788703, Class: 0.993777, Obj: 0.238735, No Obj: 0.000192, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.871664, Class: 0.998461, Obj: 0.392214, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797680, Class: 0.998609, Obj: 0.245984, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.934994, Class: 0.984362, Obj: 0.469603, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767412, Class: 0.999360, Obj: 0.102274, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869423, Class: 0.990883, Obj: 0.252713, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3818: 0.260368, 0.334844 avg loss, 0.000010 rate, 3.924771 seconds, 244352 images Loaded: 0.000075 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678677, Class: 0.906373, Obj: 0.062282, No Obj: 0.000020, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860319, Class: 0.984634, Obj: 0.373745, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753716, Class: 0.999164, Obj: 0.262118, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852406, Class: 0.974457, Obj: 0.000728, No Obj: 0.000006, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865686, Class: 0.998556, Obj: 0.693257, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788070, Class: 0.998768, Obj: 0.335420, No Obj: 0.000117, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.880155, Class: 0.999557, Obj: 0.439373, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716143, Class: 0.997079, Obj: 0.243360, No Obj: 0.000116, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793610, Class: 0.997504, Obj: 0.373660, No Obj: 0.000146, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832899, Class: 0.999577, Obj: 0.867316, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744146, Class: 0.998299, Obj: 0.217589, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.781491, Class: 0.999744, Obj: 0.735404, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.748855, Class: 0.998549, Obj: 0.231377, No Obj: 0.000214, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.821581, Class: 0.995669, Obj: 0.029858, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3819: 0.235571, 0.324917 avg loss, 0.000010 rate, 3.904883 seconds, 244416 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.605947, Class: 0.998510, Obj: 0.799806, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.790839, Class: 0.998010, Obj: 0.304332, No Obj: 0.000196, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721827, Class: 0.996247, Obj: 0.229744, No Obj: 0.000190, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: 0.836310, Class: 0.999758, Obj: 0.590682, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715419, Class: 0.998657, Obj: 0.090635, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.703202, Class: 0.987322, Obj: 0.448094, No Obj: 0.000358, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.776463, Class: 0.987743, Obj: 0.137503, No Obj: 0.000375, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.650199, Class: 0.964691, Obj: 0.094285, No Obj: 0.000069, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000212, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814672, Class: 0.999482, Obj: 0.073198, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749924, Class: 0.999023, Obj: 0.478042, No Obj: 0.000231, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.722542, Class: 0.999253, Obj: 0.869262, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684122, Class: 0.996155, Obj: 0.098340, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926905, Class: 0.999311, Obj: 0.919440, No Obj: 0.000444, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805202, Class: 0.999413, Obj: 0.255605, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816901, Class: 0.996318, Obj: 0.005879, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664411, Class: 0.996716, Obj: 0.269327, No Obj: 0.000075, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3820: 0.467925, 0.339218 avg loss, 0.000010 rate, 3.904568 seconds, 244480 images Loaded: 0.000075 seconds Region 82 Avg IOU: 0.833824, Class: 0.998130, Obj: 0.416761, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.891567, Class: 0.996886, Obj: 0.401273, No Obj: 0.000341, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.708485, Class: 0.995755, Obj: 0.190002, No Obj: 0.000157, .5R: 1.000000, .75R: 0.200000, count: 10 Region 82 Avg IOU: 0.853167, Class: 0.999579, Obj: 0.533519, No Obj: 0.000318, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869135, Class: 0.999091, Obj: 0.917288, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.692356, Class: 0.995828, Obj: 0.065245, No Obj: 0.000078, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.665034, Class: 0.996779, Obj: 0.179627, No Obj: 0.000104, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.789653, Class: 0.967338, Obj: 0.052419, No Obj: 0.000305, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.896531, Class: 0.992677, Obj: 0.141508, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794485, Class: 0.993398, Obj: 0.123812, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.659806, Class: 0.998844, Obj: 0.468332, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.809788, Class: 0.998502, Obj: 0.038225, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796942, Class: 0.999597, Obj: 0.328532, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851499, Class: 0.996833, Obj: 0.330135, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.803860, Class: 0.998394, Obj: 0.326248, No Obj: 0.000259, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.910547, Class: 0.999163, Obj: 0.005138, No Obj: 0.000134, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788054, Class: 0.996697, Obj: 0.142201, No Obj: 0.000161, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3821: 0.423814, 0.347677 avg loss, 0.000010 rate, 3.904024 seconds, 244544 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.856300, Class: 0.996606, Obj: 0.816653, No Obj: 0.000421, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.913033, Class: 0.995926, Obj: 0.359054, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816579, Class: 0.988325, Obj: 0.305373, No Obj: 0.000347, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.888255, Class: 0.999598, Obj: 0.412620, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723825, Class: 0.999300, Obj: 0.579203, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.767470, Class: 0.993762, Obj: 0.108353, No Obj: 0.000069, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882627, Class: 0.996498, Obj: 0.139586, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722425, Class: 0.996311, Obj: 0.149942, No Obj: 0.000110, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.671895, Class: 0.998076, Obj: 0.112161, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.831230, Class: 0.997334, Obj: 0.434373, No Obj: 0.000248, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.861266, Class: 0.997884, Obj: 0.307564, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.748547, Class: 0.991384, Obj: 0.910462, No Obj: 0.000346, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821996, Class: 0.997549, Obj: 0.204449, No Obj: 0.000186, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827320, Class: 0.993105, Obj: 0.090843, No Obj: 0.000227, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.770491, Class: 0.998842, Obj: 0.174235, No Obj: 0.000104, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.882655, Class: 0.999481, Obj: 0.052793, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3822: 0.301535, 0.343063 avg loss, 0.000010 rate, 3.910398 seconds, 244608 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825970, Class: 0.998778, Obj: 0.448989, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.868710, Class: 0.999521, Obj: 0.854553, No Obj: 0.000432, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835782, Class: 0.999206, Obj: 0.373955, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727166, Class: 0.999888, Obj: 0.004959, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.851929, Class: 0.998974, Obj: 0.317186, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921316, Class: 0.999192, Obj: 0.852306, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768014, Class: 0.996064, Obj: 0.083822, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.629534, Class: 0.988720, Obj: 0.567483, No Obj: 0.000587, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808096, Class: 0.999209, Obj: 0.448199, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668878, Class: 0.989292, Obj: 0.256445, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833809, Class: 0.998811, Obj: 0.359137, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.874230, Class: 0.998593, Obj: 0.614484, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3823: 0.167150, 0.325472 avg loss, 0.000010 rate, 3.899101 seconds, 244672 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.819190, Class: 0.994522, Obj: 0.069222, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.852139, Class: 0.999631, Obj: 0.845526, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.903287, Class: 0.999788, Obj: 0.105554, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664704, Class: 0.996901, Obj: 0.402870, No Obj: 0.000107, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771406, Class: 0.998932, Obj: 0.372723, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.935066, Class: 0.983226, Obj: 0.045432, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880707, Class: 0.999034, Obj: 0.439565, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.837951, Class: 0.995823, Obj: 0.096781, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817124, Class: 0.999714, Obj: 0.331005, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642763, Class: 0.997822, Obj: 0.263883, No Obj: 0.000171, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831708, Class: 0.997377, Obj: 0.361926, No Obj: 0.000143, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822864, Class: 0.999323, Obj: 0.347351, No Obj: 0.000121, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3824: 0.234218, 0.316346 avg loss, 0.000010 rate, 3.906960 seconds, 244736 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712369, Class: 0.943995, Obj: 0.004322, No Obj: 0.000092, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.761665, Class: 0.995902, Obj: 0.205836, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768821, Class: 0.999672, Obj: 0.084883, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713085, Class: 0.998298, Obj: 0.385845, No Obj: 0.000111, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754818, Class: 0.906058, Obj: 0.493982, No Obj: 0.000233, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.708640, Class: 0.997960, Obj: 0.429714, No Obj: 0.000082, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757419, Class: 0.997994, Obj: 0.109766, No Obj: 0.000068, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756158, Class: 0.996284, Obj: 0.859893, No Obj: 0.000436, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.814791, Class: 0.998602, Obj: 0.393298, No Obj: 0.000243, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: 0.655065, Class: 0.997977, Obj: 0.180914, No Obj: 0.000251, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.834157, Class: 0.981431, Obj: 0.037504, No Obj: 0.000290, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.620957, Class: 0.995306, Obj: 0.049998, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.499548, Class: 0.998519, Obj: 0.000687, No Obj: 0.000070, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.864166, Class: 0.999117, Obj: 0.435650, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718151, Class: 0.995743, Obj: 0.181632, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3825: 0.400365, 0.324748 avg loss, 0.000010 rate, 3.903602 seconds, 244800 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804855, Class: 0.999212, Obj: 0.034792, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698054, Class: 0.999231, Obj: 0.301847, No Obj: 0.000188, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811654, Class: 0.996986, Obj: 0.854418, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.746025, Class: 0.992793, Obj: 0.131906, No Obj: 0.000160, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858777, Class: 0.999117, Obj: 0.725473, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.796901, Class: 0.998113, Obj: 0.162616, No Obj: 0.000134, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725204, Class: 0.999155, Obj: 0.230659, No Obj: 0.000119, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.795454, Class: 0.999346, Obj: 0.188872, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828113, Class: 0.999067, Obj: 0.349166, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777127, Class: 0.998170, Obj: 0.289236, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.738916, Class: 0.995571, Obj: 0.213361, No Obj: 0.000091, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789544, Class: 0.999073, Obj: 0.098672, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817973, Class: 0.997995, Obj: 0.347629, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3826: 0.337326, 0.326006 avg loss, 0.000010 rate, 3.911126 seconds, 244864 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.690839, Class: 0.998779, Obj: 0.293869, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000307, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820075, Class: 0.985856, Obj: 0.000099, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.862197, Class: 0.998297, Obj: 0.140599, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.560124, Class: 0.994875, Obj: 0.098805, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724354, Class: 0.993665, Obj: 0.129283, No Obj: 0.000052, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.742642, Class: 0.999319, Obj: 0.038514, No Obj: 0.000157, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.785596, Class: 0.997392, Obj: 0.233274, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761788, Class: 0.998633, Obj: 0.345344, No Obj: 0.000205, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792254, Class: 0.998899, Obj: 0.232950, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.645041, Class: 0.995781, Obj: 0.141203, No Obj: 0.000124, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817661, Class: 0.996920, Obj: 0.709032, No Obj: 0.000534, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.762952, Class: 0.995832, Obj: 0.199538, No Obj: 0.000191, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.652091, Class: 0.999263, Obj: 0.285840, No Obj: 0.000271, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.866214, Class: 0.999891, Obj: 0.348054, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715133, Class: 0.995748, Obj: 0.370752, No Obj: 0.000252, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.756644, Class: 0.995671, Obj: 0.163423, No Obj: 0.000124, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3827: 0.451282, 0.338534 avg loss, 0.000010 rate, 3.902818 seconds, 244928 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816829, Class: 0.987627, Obj: 0.091226, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.740523, Class: 0.998228, Obj: 0.329342, No Obj: 0.000096, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898923, Class: 0.998057, Obj: 0.435804, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.835381, Class: 0.998442, Obj: 0.317698, No Obj: 0.000225, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931526, Class: 0.999959, Obj: 0.816413, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.840554, Class: 0.999551, Obj: 0.922620, No Obj: 0.000474, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.809097, Class: 0.998849, Obj: 0.547411, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788682, Class: 0.998506, Obj: 0.265033, No Obj: 0.000167, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752272, Class: 0.998822, Obj: 0.161217, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690137, Class: 0.995790, Obj: 0.095432, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000338, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689637, Class: 0.998318, Obj: 0.004950, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711556, Class: 0.997401, Obj: 0.118516, No Obj: 0.000217, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889620, Class: 0.997332, Obj: 0.355129, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819959, Class: 0.999007, Obj: 0.250029, No Obj: 0.000174, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.555025, Class: 0.998869, Obj: 0.000720, No Obj: 0.000007, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.781891, Class: 0.993527, Obj: 0.134135, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3828: 0.368589, 0.341539 avg loss, 0.000010 rate, 3.904257 seconds, 244992 images Loaded: 0.000038 seconds Region 82 Avg IOU: 0.718040, Class: 0.994927, Obj: 0.557284, No Obj: 0.000637, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.916062, Class: 0.995267, Obj: 0.219813, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816945, Class: 0.999319, Obj: 0.163527, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.636088, Class: 0.998498, Obj: 0.781383, No Obj: 0.000633, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.692896, Class: 0.993646, Obj: 0.032034, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.565424, Class: 0.997904, Obj: 0.220933, No Obj: 0.000082, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904851, Class: 0.999527, Obj: 0.778243, No Obj: 0.000415, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.734039, Class: 0.997845, Obj: 0.217510, No Obj: 0.000101, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.615381, Class: 0.986381, Obj: 0.225559, No Obj: 0.000275, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.881413, Class: 0.994005, Obj: 0.144784, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.790445, Class: 0.999831, Obj: 0.808561, No Obj: 0.000600, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.930101, Class: 0.998558, Obj: 0.420214, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724032, Class: 0.997850, Obj: 0.118873, No Obj: 0.000154, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900308, Class: 0.997200, Obj: 0.850436, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758375, Class: 0.991477, Obj: 0.175179, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900235, Class: 0.999746, Obj: 0.268348, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.831198, Class: 0.997905, Obj: 0.500754, No Obj: 0.000270, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759409, Class: 0.999253, Obj: 0.155274, No Obj: 0.000246, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857289, Class: 0.995843, Obj: 0.181482, No Obj: 0.000157, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3829: 0.339625, 0.341348 avg loss, 0.000010 rate, 3.908933 seconds, 245056 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831229, Class: 0.999274, Obj: 0.411716, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.654563, Class: 0.985705, Obj: 0.018981, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846218, Class: 0.996496, Obj: 0.190861, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899822, Class: 0.999050, Obj: 0.238211, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.863709, Class: 0.999226, Obj: 0.309091, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.707932, Class: 0.999276, Obj: 0.060909, No Obj: 0.000098, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.714225, Class: 0.990340, Obj: 0.434274, No Obj: 0.000255, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788488, Class: 0.980946, Obj: 0.000700, No Obj: 0.000016, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848071, Class: 0.997894, Obj: 0.647549, No Obj: 0.000434, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.849134, Class: 0.995264, Obj: 0.167404, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748500, Class: 0.996834, Obj: 0.065132, No Obj: 0.000208, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3830: 0.249129, 0.332126 avg loss, 0.000010 rate, 3.900501 seconds, 245120 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687250, Class: 0.997455, Obj: 0.230973, No Obj: 0.000123, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648836, Class: 0.999637, Obj: 0.063155, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690071, Class: 0.997758, Obj: 0.248142, No Obj: 0.000216, .5R: 0.777778, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750638, Class: 0.994381, Obj: 0.430163, No Obj: 0.000340, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.848827, Class: 0.998354, Obj: 0.345264, No Obj: 0.000169, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.378659, Class: 0.997414, Obj: 0.022131, No Obj: 0.000021, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844592, Class: 0.998158, Obj: 0.247238, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718676, Class: 0.995508, Obj: 0.157708, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883371, Class: 0.999676, Obj: 0.388795, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863886, Class: 0.998464, Obj: 0.012976, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827370, Class: 0.998480, Obj: 0.411211, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3831: 0.364496, 0.335363 avg loss, 0.000010 rate, 3.920718 seconds, 245184 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.724263, Class: 0.968470, Obj: 0.111701, No Obj: 0.000138, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804811, Class: 0.997913, Obj: 0.418210, No Obj: 0.000098, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.766573, Class: 0.998926, Obj: 0.814186, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.869076, Class: 0.999527, Obj: 0.674335, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631609, Class: 0.993714, Obj: 0.085287, No Obj: 0.000099, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.862022, Class: 0.997166, Obj: 0.962336, No Obj: 0.000351, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.892355, Class: 0.999800, Obj: 0.580526, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765677, Class: 0.999383, Obj: 0.498131, No Obj: 0.000154, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.765728, Class: 0.993322, Obj: 0.058001, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744218, Class: 0.997454, Obj: 0.255800, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.781631, Class: 0.998589, Obj: 0.613099, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.850939, Class: 0.986501, Obj: 0.199153, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.724597, Class: 0.996816, Obj: 0.217613, No Obj: 0.000098, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852825, Class: 0.973839, Obj: 0.000371, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810769, Class: 0.999430, Obj: 0.570771, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766238, Class: 0.998126, Obj: 0.490551, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.757940, Class: 0.997279, Obj: 0.592625, No Obj: 0.000834, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753240, Class: 0.998879, Obj: 0.239213, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3832: 0.289617, 0.330788 avg loss, 0.000010 rate, 3.911880 seconds, 245248 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803030, Class: 0.998128, Obj: 0.451577, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.769912, Class: 0.997863, Obj: 0.272532, No Obj: 0.000208, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000269, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788173, Class: 0.972414, Obj: 0.005572, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.641049, Class: 0.990703, Obj: 0.017976, No Obj: 0.000064, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843929, Class: 0.997185, Obj: 0.877436, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839877, Class: 0.999128, Obj: 0.396167, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790921, Class: 0.996114, Obj: 0.468842, No Obj: 0.000434, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.700389, Class: 0.997218, Obj: 0.105963, No Obj: 0.000106, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.732377, Class: 0.996165, Obj: 0.118821, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.918865, Class: 0.998520, Obj: 0.281168, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771485, Class: 0.992893, Obj: 0.148114, No Obj: 0.000192, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.789625, Class: 0.999391, Obj: 0.278986, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792567, Class: 0.997370, Obj: 0.409175, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797882, Class: 0.999039, Obj: 0.696061, No Obj: 0.000085, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779513, Class: 0.999176, Obj: 0.853918, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812653, Class: 0.998103, Obj: 0.318904, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3833: 0.329194, 0.330629 avg loss, 0.000010 rate, 3.907023 seconds, 245312 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000167, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855217, Class: 0.997368, Obj: 0.439038, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.644349, Class: 0.998058, Obj: 0.123902, No Obj: 0.000157, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781159, Class: 0.993982, Obj: 0.042275, No Obj: 0.000098, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.891544, Class: 0.995393, Obj: 0.931599, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807722, Class: 0.994081, Obj: 0.122716, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832988, Class: 0.999688, Obj: 0.857901, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729260, Class: 0.999850, Obj: 0.257306, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743430, Class: 0.996846, Obj: 0.224009, No Obj: 0.000165, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951020, Class: 0.993645, Obj: 0.829362, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798061, Class: 0.997466, Obj: 0.463001, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721908, Class: 0.997018, Obj: 0.220553, No Obj: 0.000036, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883339, Class: 0.996931, Obj: 0.606665, No Obj: 0.000354, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.792778, Class: 0.997180, Obj: 0.198277, No Obj: 0.000249, .5R: 1.000000, .75R: 0.700000, count: 10 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3834: 0.444943, 0.342060 avg loss, 0.000010 rate, 3.914588 seconds, 245376 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868711, Class: 0.996998, Obj: 0.489939, No Obj: 0.000465, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.660351, Class: 0.997532, Obj: 0.325320, No Obj: 0.000151, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.889976, Class: 0.998982, Obj: 0.304869, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.835528, Class: 0.997070, Obj: 0.071846, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775515, Class: 0.995770, Obj: 0.214368, No Obj: 0.000090, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801990, Class: 0.997005, Obj: 0.402800, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.844241, Class: 0.996976, Obj: 0.583809, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786165, Class: 0.995679, Obj: 0.083679, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.830969, Class: 0.999406, Obj: 0.570055, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.789811, Class: 0.998859, Obj: 0.367358, No Obj: 0.000178, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875762, Class: 0.997876, Obj: 0.347645, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.511216, Class: 0.993327, Obj: 0.246990, No Obj: 0.000049, .5R: 0.500000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3835: 0.239483, 0.331802 avg loss, 0.000010 rate, 3.903577 seconds, 245440 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000064, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.702864, Class: 0.997471, Obj: 0.077210, No Obj: 0.000205, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.812211, Class: 0.999549, Obj: 0.308623, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.704067, Class: 0.990632, Obj: 0.727547, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.834123, Class: 0.997324, Obj: 0.362016, No Obj: 0.000161, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694443, Class: 0.992224, Obj: 0.093892, No Obj: 0.000092, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.747615, Class: 0.997340, Obj: 0.175752, No Obj: 0.000227, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.881403, Class: 0.999335, Obj: 0.011560, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631587, Class: 0.999024, Obj: 0.277972, No Obj: 0.000144, .5R: 0.666667, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.669052, Class: 0.995151, Obj: 0.533179, No Obj: 0.000178, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818768, Class: 0.999751, Obj: 0.801219, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810275, Class: 0.997192, Obj: 0.079024, No Obj: 0.000060, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862500, Class: 0.996340, Obj: 0.304093, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3836: 0.342627, 0.332885 avg loss, 0.000010 rate, 3.921983 seconds, 245504 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762227, Class: 0.998828, Obj: 0.368426, No Obj: 0.000127, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.835156, Class: 0.998412, Obj: 0.596715, No Obj: 0.000374, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732244, Class: 0.993966, Obj: 0.209097, No Obj: 0.000060, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000206, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862399, Class: 0.996071, Obj: 0.851827, No Obj: 0.000503, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.803167, Class: 0.997642, Obj: 0.389179, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887716, Class: 0.995888, Obj: 0.608819, No Obj: 0.000649, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.777987, Class: 0.996451, Obj: 0.105579, No Obj: 0.000132, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774644, Class: 0.997726, Obj: 0.021171, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787202, Class: 0.997105, Obj: 0.253684, No Obj: 0.000147, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838258, Class: 0.998617, Obj: 0.282830, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803495, Class: 0.994596, Obj: 0.477922, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.655305, Class: 0.995202, Obj: 0.175620, No Obj: 0.000079, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3837: 0.339036, 0.333500 avg loss, 0.000010 rate, 3.907036 seconds, 245568 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.635331, Class: 0.999374, Obj: 0.935607, No Obj: 0.000233, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.893366, Class: 0.998989, Obj: 0.421300, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905769, Class: 0.998866, Obj: 0.261431, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.765665, Class: 0.999063, Obj: 0.167887, No Obj: 0.000124, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791918, Class: 0.999731, Obj: 0.028177, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684345, Class: 0.998028, Obj: 0.183137, No Obj: 0.000143, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.401348, Class: 0.981599, Obj: 0.296528, No Obj: 0.000459, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.752654, Class: 0.995297, Obj: 0.456563, No Obj: 0.000272, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.762501, Class: 0.998478, Obj: 0.228090, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738196, Class: 0.996218, Obj: 0.029341, No Obj: 0.000077, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000101, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.616318, Class: 0.991854, Obj: 0.444395, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.808712, Class: 0.998225, Obj: 0.763099, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878965, Class: 0.999200, Obj: 0.963248, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735670, Class: 0.995495, Obj: 0.264300, No Obj: 0.000138, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801669, Class: 0.983326, Obj: 0.056675, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.642320, Class: 0.995269, Obj: 0.140573, No Obj: 0.000102, .5R: 0.500000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3838: 0.388952, 0.339045 avg loss, 0.000010 rate, 3.924872 seconds, 245632 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.871980, Class: 0.998772, Obj: 0.735454, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.834642, Class: 0.993983, Obj: 0.437878, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700151, Class: 0.995357, Obj: 0.188119, No Obj: 0.000156, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842440, Class: 0.995922, Obj: 0.307474, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.674030, Class: 0.998588, Obj: 0.069233, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733388, Class: 0.994672, Obj: 0.565315, No Obj: 0.000399, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.732751, Class: 0.996882, Obj: 0.302607, No Obj: 0.000119, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622476, Class: 0.997199, Obj: 0.020348, No Obj: 0.000104, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.794088, Class: 0.998293, Obj: 0.503544, No Obj: 0.000500, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.865262, Class: 0.999333, Obj: 0.900590, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.895764, Class: 0.997597, Obj: 0.312330, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720324, Class: 0.998105, Obj: 0.344913, No Obj: 0.000077, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.850575, Class: 0.999118, Obj: 0.010941, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821741, Class: 0.997815, Obj: 0.158909, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3839: 0.374165, 0.342557 avg loss, 0.000010 rate, 3.917881 seconds, 245696 images Loaded: 0.000072 seconds Region 82 Avg IOU: 0.836242, Class: 0.969903, Obj: 0.036336, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.894606, Class: 0.995978, Obj: 0.337902, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.833465, Class: 0.997592, Obj: 0.270422, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.659751, Class: 0.999477, Obj: 0.383078, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.843797, Class: 0.998712, Obj: 0.207187, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774848, Class: 0.997944, Obj: 0.209388, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.698590, Class: 0.992604, Obj: 0.007747, No Obj: 0.000133, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.758637, Class: 0.999001, Obj: 0.252171, No Obj: 0.000134, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.700228, Class: 0.999420, Obj: 0.808262, No Obj: 0.000241, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.857050, Class: 0.996084, Obj: 0.043026, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.801033, Class: 0.999537, Obj: 0.174816, No Obj: 0.000153, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.873294, Class: 0.986896, Obj: 0.553491, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.517287, Class: 0.996461, Obj: 0.157684, No Obj: 0.000062, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.607938, Class: 0.998031, Obj: 0.359295, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732545, Class: 0.997810, Obj: 0.401627, No Obj: 0.000102, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787084, Class: 0.999787, Obj: 0.600331, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741789, Class: 0.997516, Obj: 0.195754, No Obj: 0.000157, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.591156, Class: 0.985149, Obj: 0.342914, No Obj: 0.000299, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902978, Class: 0.997040, Obj: 0.062746, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3840: 0.334401, 0.341742 avg loss, 0.000010 rate, 3.929508 seconds, 245760 images Loaded: 0.000046 seconds Region 82 Avg IOU: 0.804251, Class: 0.999419, Obj: 0.820501, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785085, Class: 0.994454, Obj: 0.073632, No Obj: 0.000059, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000287, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793091, Class: 0.996232, Obj: 0.142852, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.712488, Class: 0.992517, Obj: 0.409539, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.795343, Class: 0.999047, Obj: 0.697993, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.943309, Class: 0.998514, Obj: 0.904892, No Obj: 0.000371, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000107, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824040, Class: 0.998605, Obj: 0.345283, No Obj: 0.000127, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777731, Class: 0.998921, Obj: 0.570147, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680607, Class: 0.996306, Obj: 0.151017, No Obj: 0.000084, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747754, Class: 0.990844, Obj: 0.102952, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.760502, Class: 0.993693, Obj: 0.184726, No Obj: 0.000064, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840457, Class: 0.996004, Obj: 0.298418, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3841: 0.236630, 0.331230 avg loss, 0.000010 rate, 3.924327 seconds, 245824 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.914528, Class: 0.992492, Obj: 0.212397, No Obj: 0.000185, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760748, Class: 0.998574, Obj: 0.232557, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.534116, Class: 0.995351, Obj: 0.133301, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.729537, Class: 0.998691, Obj: 0.400215, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.810451, Class: 0.997904, Obj: 0.427466, No Obj: 0.000166, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.786590, Class: 0.992052, Obj: 0.920632, No Obj: 0.000435, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727771, Class: 0.998021, Obj: 0.482085, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000323, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842082, Class: 0.998007, Obj: 0.400971, No Obj: 0.000337, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839336, Class: 0.998255, Obj: 0.072004, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864418, Class: 0.999744, Obj: 0.842639, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.716964, Class: 0.993747, Obj: 0.188098, No Obj: 0.000140, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.821033, Class: 0.997324, Obj: 0.104070, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.728866, Class: 0.994167, Obj: 0.151298, No Obj: 0.000357, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798514, Class: 0.989490, Obj: 0.186221, No Obj: 0.000193, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: 0.808020, Class: 0.997748, Obj: 0.439447, No Obj: 0.000264, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.903177, Class: 0.999555, Obj: 0.496230, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.798400, Class: 0.997677, Obj: 0.261753, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765270, Class: 0.997687, Obj: 0.150112, No Obj: 0.000121, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3842: 0.356998, 0.333807 avg loss, 0.000010 rate, 3.922502 seconds, 245888 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811535, Class: 0.998281, Obj: 0.369303, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791134, Class: 0.997789, Obj: 0.400257, No Obj: 0.000207, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.720132, Class: 0.998923, Obj: 0.725916, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728082, Class: 0.996841, Obj: 0.195692, No Obj: 0.000145, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811658, Class: 0.989757, Obj: 0.012442, No Obj: 0.000041, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747890, Class: 0.996803, Obj: 0.237177, No Obj: 0.000198, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820028, Class: 0.992211, Obj: 0.148077, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.705250, Class: 0.997150, Obj: 0.244672, No Obj: 0.000110, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.904591, Class: 0.999925, Obj: 0.957546, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.738587, Class: 0.997450, Obj: 0.148257, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.517334, Class: 0.996789, Obj: 0.004255, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691437, Class: 0.996027, Obj: 0.173759, No Obj: 0.000068, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799590, Class: 0.995853, Obj: 0.404437, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.560401, Class: 0.995915, Obj: 0.172372, No Obj: 0.000105, .5R: 0.333333, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3843: 0.382533, 0.338680 avg loss, 0.000010 rate, 3.904700 seconds, 245952 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817432, Class: 0.995905, Obj: 0.851158, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717382, Class: 0.985260, Obj: 0.277933, No Obj: 0.000167, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.828321, Class: 0.999216, Obj: 0.729222, No Obj: 0.000430, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816398, Class: 0.998326, Obj: 0.602583, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000252, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826991, Class: 0.983221, Obj: 0.005755, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.597071, Class: 0.991428, Obj: 0.057755, No Obj: 0.000046, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680026, Class: 0.993460, Obj: 0.549209, No Obj: 0.000242, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.807113, Class: 0.998834, Obj: 0.323310, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770971, Class: 0.999008, Obj: 0.246331, No Obj: 0.000116, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812204, Class: 0.996422, Obj: 0.450417, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783909, Class: 0.997406, Obj: 0.114050, No Obj: 0.000102, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754201, Class: 0.997505, Obj: 0.318970, No Obj: 0.000308, .5R: 1.000000, .75R: 0.500000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845210, Class: 0.990708, Obj: 0.565175, No Obj: 0.000379, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.578170, Class: 0.998031, Obj: 0.050265, No Obj: 0.000104, .5R: 0.600000, .75R: 0.200000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3844: 0.392012, 0.344013 avg loss, 0.000010 rate, 3.921930 seconds, 246016 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808016, Class: 0.999892, Obj: 0.978168, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.854222, Class: 0.997923, Obj: 0.178896, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.788038, Class: 0.997564, Obj: 0.855710, No Obj: 0.000243, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.829219, Class: 0.993821, Obj: 0.724401, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.572629, Class: 0.998082, Obj: 0.205107, No Obj: 0.000103, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752651, Class: 0.996001, Obj: 0.216992, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.604606, Class: 0.979453, Obj: 0.169397, No Obj: 0.000279, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799008, Class: 0.999773, Obj: 0.555074, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710858, Class: 0.996638, Obj: 0.077615, No Obj: 0.000062, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.683133, Class: 0.995347, Obj: 0.012878, No Obj: 0.000049, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836118, Class: 0.999174, Obj: 0.150203, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.775960, Class: 0.995654, Obj: 0.006349, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664133, Class: 0.990903, Obj: 0.203674, No Obj: 0.000131, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.724222, Class: 0.993628, Obj: 0.444576, No Obj: 0.000489, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000083, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730264, Class: 0.996688, Obj: 0.271953, No Obj: 0.000165, .5R: 0.875000, .75R: 0.625000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3845: 0.336748, 0.343286 avg loss, 0.000010 rate, 3.923614 seconds, 246080 images Loaded: 0.000057 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824767, Class: 0.996776, Obj: 0.435500, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850588, Class: 0.996350, Obj: 0.482982, No Obj: 0.000293, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.812253, Class: 0.998103, Obj: 0.184354, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743582, Class: 0.994416, Obj: 0.186005, No Obj: 0.000185, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836766, Class: 0.993203, Obj: 0.212329, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733668, Class: 0.996146, Obj: 0.345824, No Obj: 0.000166, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816460, Class: 0.997555, Obj: 0.895995, No Obj: 0.000166, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.617725, Class: 0.999883, Obj: 0.317472, No Obj: 0.000024, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851928, Class: 0.990196, Obj: 0.578002, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752095, Class: 0.999603, Obj: 0.394537, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781439, Class: 0.999928, Obj: 0.062698, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672166, Class: 0.997026, Obj: 0.128789, No Obj: 0.000151, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: 0.839799, Class: 0.989174, Obj: 0.722991, No Obj: 0.000564, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.806743, Class: 0.992183, Obj: 0.325604, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.857952, Class: 0.996812, Obj: 0.320687, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3846: 0.326778, 0.341636 avg loss, 0.000010 rate, 3.904087 seconds, 246144 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.464646, Class: 0.989302, Obj: 0.036426, No Obj: 0.000093, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818474, Class: 0.998182, Obj: 0.342247, No Obj: 0.000154, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.848994, Class: 0.998308, Obj: 0.899923, No Obj: 0.000326, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789678, Class: 0.999614, Obj: 0.652948, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717000, Class: 0.995948, Obj: 0.094581, No Obj: 0.000107, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622512, Class: 0.990168, Obj: 0.052580, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866473, Class: 0.998773, Obj: 0.232177, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.771521, Class: 0.979025, Obj: 0.536524, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.850575, Class: 0.998273, Obj: 0.079267, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864418, Class: 0.999457, Obj: 0.246512, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.745830, Class: 0.996432, Obj: 0.283955, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.634071, Class: 0.997000, Obj: 0.259436, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.770916, Class: 0.992354, Obj: 0.096952, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823801, Class: 0.998561, Obj: 0.274174, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000121, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762926, Class: 0.995121, Obj: 0.023908, No Obj: 0.000048, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3847: 0.284522, 0.335924 avg loss, 0.000010 rate, 3.924015 seconds, 246208 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.738074, Class: 0.970351, Obj: 0.270971, No Obj: 0.000543, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787122, Class: 0.997244, Obj: 0.287239, No Obj: 0.000200, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812584, Class: 0.997469, Obj: 0.325319, No Obj: 0.000250, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.606551, Class: 0.997108, Obj: 0.113960, No Obj: 0.000169, .5R: 0.625000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.497907, Class: 0.998267, Obj: 0.012038, No Obj: 0.000053, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.837694, Class: 0.996981, Obj: 0.352890, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.891887, Class: 0.984637, Obj: 0.767487, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.658804, Class: 0.998394, Obj: 0.091033, No Obj: 0.000045, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793241, Class: 0.995287, Obj: 0.142071, No Obj: 0.000254, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.781019, Class: 0.998818, Obj: 0.258160, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.916057, Class: 0.993981, Obj: 0.488423, No Obj: 0.000495, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668315, Class: 0.996742, Obj: 0.211255, No Obj: 0.000092, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823878, Class: 0.998762, Obj: 0.448829, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.755540, Class: 0.997273, Obj: 0.273077, No Obj: 0.000286, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713104, Class: 0.996318, Obj: 0.164519, No Obj: 0.000057, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3848: 0.538334, 0.356165 avg loss, 0.000010 rate, 3.925613 seconds, 246272 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718503, Class: 0.999699, Obj: 0.474655, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.840466, Class: 0.998939, Obj: 0.103790, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.932564, Class: 0.997873, Obj: 0.078746, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.784070, Class: 0.998988, Obj: 0.899197, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760066, Class: 0.997450, Obj: 0.166057, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742224, Class: 0.996048, Obj: 0.487761, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792310, Class: 0.999015, Obj: 0.333442, No Obj: 0.000125, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.924324, Class: 0.997709, Obj: 0.630887, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676103, Class: 0.998010, Obj: 0.349162, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000159, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800844, Class: 0.990411, Obj: 0.745017, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734884, Class: 0.998581, Obj: 0.129575, No Obj: 0.000123, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838930, Class: 0.999537, Obj: 0.543243, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.729369, Class: 0.995696, Obj: 0.179948, No Obj: 0.000133, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808768, Class: 0.997014, Obj: 0.266297, No Obj: 0.000144, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.861717, Class: 0.979787, Obj: 0.564790, No Obj: 0.000532, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.853481, Class: 0.967530, Obj: 0.002755, No Obj: 0.000009, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818944, Class: 0.994356, Obj: 0.225607, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3849: 0.341657, 0.354714 avg loss, 0.000010 rate, 3.927535 seconds, 246336 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765814, Class: 0.998380, Obj: 0.370134, No Obj: 0.000192, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.566195, Class: 0.979150, Obj: 0.338903, No Obj: 0.000209, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.741200, Class: 0.997097, Obj: 0.345760, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702655, Class: 0.994486, Obj: 0.015905, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.910969, Class: 0.998777, Obj: 0.522347, No Obj: 0.000684, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.817432, Class: 0.999878, Obj: 0.071471, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759574, Class: 0.993627, Obj: 0.062730, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.705904, Class: 0.995426, Obj: 0.189058, No Obj: 0.000216, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.881206, Class: 0.998748, Obj: 0.267330, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753527, Class: 0.997951, Obj: 0.233272, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.923121, Class: 0.993108, Obj: 0.186533, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.706138, Class: 0.999610, Obj: 0.216697, No Obj: 0.000067, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841311, Class: 0.996568, Obj: 0.893983, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746958, Class: 0.994122, Obj: 0.175762, No Obj: 0.000135, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902193, Class: 0.996752, Obj: 0.048910, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861744, Class: 0.997383, Obj: 0.323860, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.832890, Class: 0.999597, Obj: 0.919561, No Obj: 0.000381, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779778, Class: 0.995372, Obj: 0.106990, No Obj: 0.000128, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3850: 0.347348, 0.353978 avg loss, 0.000010 rate, 3.939521 seconds, 246400 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788018, Class: 0.998934, Obj: 0.676590, No Obj: 0.000132, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.763598, Class: 0.979654, Obj: 0.030388, No Obj: 0.000390, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.776907, Class: 0.994052, Obj: 0.054994, No Obj: 0.000289, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.724565, Class: 0.998083, Obj: 0.283643, No Obj: 0.000149, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673361, Class: 0.997123, Obj: 0.096604, No Obj: 0.000077, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.750817, Class: 0.994860, Obj: 0.540313, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.803423, Class: 0.999518, Obj: 0.067871, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857719, Class: 0.999388, Obj: 0.416290, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.665744, Class: 0.998536, Obj: 0.024564, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705067, Class: 0.998658, Obj: 0.030187, No Obj: 0.000089, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860378, Class: 0.998321, Obj: 0.704613, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.713304, Class: 0.995874, Obj: 0.164287, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847937, Class: 0.990893, Obj: 0.494925, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.895259, Class: 0.999865, Obj: 0.944125, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.685754, Class: 0.999743, Obj: 0.568559, No Obj: 0.000047, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3851: 0.322602, 0.350840 avg loss, 0.000010 rate, 3.920749 seconds, 246464 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838128, Class: 0.989864, Obj: 0.121943, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840918, Class: 0.999460, Obj: 0.137010, No Obj: 0.000062, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745767, Class: 0.998044, Obj: 0.180443, No Obj: 0.000111, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817216, Class: 0.977441, Obj: 0.002299, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742316, Class: 0.997265, Obj: 0.204952, No Obj: 0.000133, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789009, Class: 0.999400, Obj: 0.793593, No Obj: 0.000221, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.621099, Class: 0.985749, Obj: 0.024749, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000165, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848253, Class: 0.999129, Obj: 0.980038, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703906, Class: 0.994564, Obj: 0.047243, No Obj: 0.000095, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849963, Class: 0.994426, Obj: 0.360337, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902968, Class: 0.999352, Obj: 0.933784, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752856, Class: 0.995212, Obj: 0.162612, No Obj: 0.000081, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814603, Class: 0.990546, Obj: 0.183887, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.786059, Class: 0.990293, Obj: 0.220143, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3852: 0.356661, 0.351422 avg loss, 0.000010 rate, 3.931243 seconds, 246528 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.684651, Class: 0.998782, Obj: 0.269077, No Obj: 0.000076, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.685551, Class: 0.997712, Obj: 0.035965, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.718610, Class: 0.996391, Obj: 0.076384, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880385, Class: 0.999588, Obj: 0.628330, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.846799, Class: 0.999463, Obj: 0.039384, No Obj: 0.000032, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.803006, Class: 0.998701, Obj: 0.160357, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761509, Class: 0.997364, Obj: 0.459184, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.883828, Class: 0.999268, Obj: 0.897977, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.738556, Class: 0.997847, Obj: 0.124732, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.791170, Class: 0.999617, Obj: 0.492597, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830059, Class: 0.984657, Obj: 0.109603, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.820326, Class: 0.998228, Obj: 0.182755, No Obj: 0.000114, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771489, Class: 0.999781, Obj: 0.926534, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747833, Class: 0.999531, Obj: 0.164656, No Obj: 0.000126, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822472, Class: 0.997528, Obj: 0.338907, No Obj: 0.000111, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3853: 0.291325, 0.345413 avg loss, 0.000010 rate, 3.926125 seconds, 246592 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799669, Class: 0.989697, Obj: 0.002801, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776728, Class: 0.998156, Obj: 0.373148, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833402, Class: 0.998482, Obj: 0.120297, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734172, Class: 0.944220, Obj: 0.250922, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.731848, Class: 0.993385, Obj: 0.021790, No Obj: 0.000031, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875229, Class: 0.988206, Obj: 0.064659, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.860172, Class: 0.998909, Obj: 0.913766, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831849, Class: 0.999474, Obj: 0.384339, No Obj: 0.000117, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.832307, Class: 0.999435, Obj: 0.267316, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794995, Class: 0.999922, Obj: 0.265400, No Obj: 0.000146, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.802260, Class: 0.995745, Obj: 0.351466, No Obj: 0.000142, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.763834, Class: 0.997212, Obj: 0.069622, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836532, Class: 0.998264, Obj: 0.264374, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861557, Class: 0.998774, Obj: 0.661084, No Obj: 0.000368, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.768344, Class: 0.998011, Obj: 0.272388, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3854: 0.271587, 0.338030 avg loss, 0.000010 rate, 3.925506 seconds, 246656 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729850, Class: 0.998484, Obj: 0.025998, No Obj: 0.000108, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.824055, Class: 0.998744, Obj: 0.703783, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.751611, Class: 0.989725, Obj: 0.090192, No Obj: 0.000696, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.851578, Class: 0.996775, Obj: 0.398192, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.661100, Class: 0.997576, Obj: 0.150181, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921728, Class: 0.997411, Obj: 0.506237, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782601, Class: 0.998557, Obj: 0.258257, No Obj: 0.000234, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.658465, Class: 0.991096, Obj: 0.204600, No Obj: 0.000286, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.747520, Class: 0.996432, Obj: 0.144189, No Obj: 0.000085, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000124, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855633, Class: 0.998872, Obj: 0.094649, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857709, Class: 0.999360, Obj: 0.232495, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.904792, Class: 0.995983, Obj: 0.308337, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.675243, Class: 0.996071, Obj: 0.163722, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.828526, Class: 0.996570, Obj: 0.282138, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000157, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789575, Class: 0.998664, Obj: 0.654663, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.827888, Class: 0.995732, Obj: 0.207383, No Obj: 0.000091, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3855: 0.282433, 0.332470 avg loss, 0.000010 rate, 3.923800 seconds, 246720 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750462, Class: 0.996904, Obj: 0.103202, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.770338, Class: 0.998099, Obj: 0.454708, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744763, Class: 0.996944, Obj: 0.508224, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.772909, Class: 0.998162, Obj: 0.495547, No Obj: 0.000598, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.937997, Class: 0.997112, Obj: 0.885269, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759515, Class: 0.996948, Obj: 0.185256, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714315, Class: 0.994393, Obj: 0.234789, No Obj: 0.000131, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.878898, Class: 0.995041, Obj: 0.013347, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.777812, Class: 0.999578, Obj: 0.545719, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778206, Class: 0.997030, Obj: 0.240892, No Obj: 0.000078, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826359, Class: 0.999743, Obj: 0.789855, No Obj: 0.000319, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.729140, Class: 0.996912, Obj: 0.440631, No Obj: 0.000189, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.885401, Class: 0.999197, Obj: 0.857223, No Obj: 0.000537, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.795570, Class: 0.996901, Obj: 0.179990, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.678613, Class: 0.997150, Obj: 0.017515, No Obj: 0.000075, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.836507, Class: 0.996418, Obj: 0.625644, No Obj: 0.000321, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.911180, Class: 0.999841, Obj: 0.797677, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.772444, Class: 0.993719, Obj: 0.059623, No Obj: 0.000062, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3856: 0.334691, 0.332692 avg loss, 0.000010 rate, 3.925676 seconds, 246784 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000119, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858793, Class: 0.998833, Obj: 0.399788, No Obj: 0.000173, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928509, Class: 0.990284, Obj: 0.009972, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788204, Class: 0.994440, Obj: 0.011120, No Obj: 0.000042, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802731, Class: 0.987232, Obj: 0.440860, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.912111, Class: 0.999816, Obj: 0.541867, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875063, Class: 0.991703, Obj: 0.499151, No Obj: 0.000266, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.828480, Class: 0.998505, Obj: 0.315512, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.469909, Class: 0.994154, Obj: 0.001217, No Obj: 0.000011, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.762444, Class: 0.997808, Obj: 0.495872, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741848, Class: 0.998394, Obj: 0.148658, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744363, Class: 0.986195, Obj: 0.731377, No Obj: 0.000163, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773132, Class: 0.999748, Obj: 0.391345, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720876, Class: 0.998701, Obj: 0.168530, No Obj: 0.000107, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3857: 0.259699, 0.325393 avg loss, 0.000010 rate, 3.926274 seconds, 246848 images Loaded: 0.000048 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.619853, Class: 0.999186, Obj: 0.002005, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.838292, Class: 0.996214, Obj: 0.475811, No Obj: 0.000418, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.840615, Class: 0.991557, Obj: 0.446752, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.672089, Class: 0.994654, Obj: 0.006814, No Obj: 0.000036, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729198, Class: 0.993576, Obj: 0.040714, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.725576, Class: 0.997092, Obj: 0.091365, No Obj: 0.000106, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926121, Class: 0.999894, Obj: 0.207861, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788494, Class: 0.996356, Obj: 0.120018, No Obj: 0.000123, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794039, Class: 0.996679, Obj: 0.320145, No Obj: 0.000205, .5R: 0.875000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789314, Class: 0.999048, Obj: 0.870563, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702775, Class: 0.998805, Obj: 0.321280, No Obj: 0.000154, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847261, Class: 0.990194, Obj: 0.181209, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735365, Class: 0.995976, Obj: 0.057499, No Obj: 0.000081, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.761553, Class: 0.999107, Obj: 0.505729, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798480, Class: 0.998797, Obj: 0.111728, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3858: 0.447200, 0.337574 avg loss, 0.000010 rate, 3.921890 seconds, 246912 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.945498, Class: 0.999903, Obj: 0.526089, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690796, Class: 0.997053, Obj: 0.423638, No Obj: 0.000106, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760479, Class: 0.997954, Obj: 0.027888, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651655, Class: 0.985522, Obj: 0.000275, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.618988, Class: 0.990117, Obj: 0.012494, No Obj: 0.000109, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.873181, Class: 0.996219, Obj: 0.466180, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.667285, Class: 0.989867, Obj: 0.016658, No Obj: 0.000055, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821559, Class: 0.993699, Obj: 0.243649, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838911, Class: 0.998655, Obj: 0.290408, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.687121, Class: 0.988090, Obj: 0.427195, No Obj: 0.000410, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.883942, Class: 0.999921, Obj: 0.977362, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.675383, Class: 0.998262, Obj: 0.357161, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758507, Class: 0.999908, Obj: 0.862466, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777119, Class: 0.996160, Obj: 0.211541, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744873, Class: 0.996894, Obj: 0.896065, No Obj: 0.000292, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.652659, Class: 0.995767, Obj: 0.233530, No Obj: 0.000169, .5R: 0.714286, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818805, Class: 0.999517, Obj: 0.460315, No Obj: 0.000328, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.803014, Class: 0.998767, Obj: 0.576609, No Obj: 0.000194, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3859: 0.340568, 0.337873 avg loss, 0.000010 rate, 3.928826 seconds, 246976 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834296, Class: 0.998719, Obj: 0.151578, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799629, Class: 0.994927, Obj: 0.145238, No Obj: 0.000090, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000116, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878637, Class: 0.990482, Obj: 0.229080, No Obj: 0.000496, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.710856, Class: 0.996323, Obj: 0.336498, No Obj: 0.000151, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822483, Class: 0.996616, Obj: 0.561765, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.735649, Class: 0.998570, Obj: 0.416544, No Obj: 0.000231, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697988, Class: 0.997696, Obj: 0.075790, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.799443, Class: 0.996259, Obj: 0.152820, No Obj: 0.000152, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723778, Class: 0.996765, Obj: 0.314292, No Obj: 0.000206, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.738549, Class: 0.992636, Obj: 0.058536, No Obj: 0.000182, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817315, Class: 0.997461, Obj: 0.660318, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.857277, Class: 0.996204, Obj: 0.262823, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746643, Class: 0.998017, Obj: 0.232963, No Obj: 0.000133, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3860: 0.464842, 0.350570 avg loss, 0.000010 rate, 3.929563 seconds, 247040 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864609, Class: 0.998625, Obj: 0.736764, No Obj: 0.000171, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.864996, Class: 0.998398, Obj: 0.349018, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780353, Class: 0.998297, Obj: 0.304953, No Obj: 0.000181, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.744329, Class: 0.995544, Obj: 0.025283, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.734199, Class: 0.999144, Obj: 0.699455, No Obj: 0.000263, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754332, Class: 0.998167, Obj: 0.083839, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.824402, Class: 0.998832, Obj: 0.489119, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.896229, Class: 0.981036, Obj: 0.190757, No Obj: 0.000258, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.852416, Class: 0.998251, Obj: 0.592613, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811612, Class: 0.998039, Obj: 0.457862, No Obj: 0.000202, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837038, Class: 0.995881, Obj: 0.494174, No Obj: 0.000290, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.865231, Class: 0.998102, Obj: 0.490205, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834833, Class: 0.995762, Obj: 0.205864, No Obj: 0.000164, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.910947, Class: 0.999885, Obj: 0.385917, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870214, Class: 0.993316, Obj: 0.358265, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809667, Class: 0.996072, Obj: 0.403733, No Obj: 0.000179, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3861: 0.235087, 0.339022 avg loss, 0.000010 rate, 3.925240 seconds, 247104 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.950247, Class: 0.999110, Obj: 0.934509, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.816662, Class: 0.998331, Obj: 0.148560, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.913822, Class: 0.998585, Obj: 0.288848, No Obj: 0.000385, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.556051, Class: 0.984653, Obj: 0.000294, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.768228, Class: 0.997388, Obj: 0.207418, No Obj: 0.000182, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856133, Class: 0.999281, Obj: 0.317957, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850456, Class: 0.986235, Obj: 0.000080, No Obj: 0.000003, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699871, Class: 0.994542, Obj: 0.041817, No Obj: 0.000047, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790867, Class: 0.996879, Obj: 0.922831, No Obj: 0.000272, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855485, Class: 0.998032, Obj: 0.135803, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858525, Class: 0.998693, Obj: 0.198973, No Obj: 0.000104, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000108, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796826, Class: 0.997502, Obj: 0.839383, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778814, Class: 0.998345, Obj: 0.301809, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805134, Class: 0.998367, Obj: 0.384290, No Obj: 0.000334, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.810013, Class: 0.997788, Obj: 0.141929, No Obj: 0.000139, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3862: 0.309185, 0.336038 avg loss, 0.000010 rate, 3.923786 seconds, 247168 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.710486, Class: 0.993297, Obj: 0.000545, No Obj: 0.000040, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765204, Class: 0.983512, Obj: 0.009287, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834598, Class: 0.998218, Obj: 0.176293, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745828, Class: 0.995368, Obj: 0.086365, No Obj: 0.000039, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.857121, Class: 0.998121, Obj: 0.349180, No Obj: 0.000276, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.841274, Class: 0.998371, Obj: 0.919595, No Obj: 0.000394, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777767, Class: 0.998611, Obj: 0.265006, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.627055, Class: 0.989156, Obj: 0.388713, No Obj: 0.000252, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.677650, Class: 0.997767, Obj: 0.154846, No Obj: 0.000106, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.607048, Class: 0.988217, Obj: 0.107988, No Obj: 0.000051, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667439, Class: 0.995416, Obj: 0.150404, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.725879, Class: 0.997494, Obj: 0.003247, No Obj: 0.000035, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785152, Class: 0.997701, Obj: 0.757973, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698340, Class: 0.997389, Obj: 0.202050, No Obj: 0.000143, .5R: 0.800000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3863: 0.353430, 0.337777 avg loss, 0.000010 rate, 3.923549 seconds, 247232 images Loaded: 0.000081 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000230, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776700, Class: 0.999804, Obj: 0.359017, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.648061, Class: 0.998546, Obj: 0.236042, No Obj: 0.000164, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.790106, Class: 0.994873, Obj: 0.611195, No Obj: 0.000215, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806359, Class: 0.999688, Obj: 0.769643, No Obj: 0.000114, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857245, Class: 0.988872, Obj: 0.152303, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712475, Class: 0.997428, Obj: 0.162971, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874756, Class: 0.991605, Obj: 0.190786, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.804858, Class: 0.993768, Obj: 0.303573, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.740167, Class: 0.996963, Obj: 0.625318, No Obj: 0.000371, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764339, Class: 0.999212, Obj: 0.125402, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.884260, Class: 0.997136, Obj: 0.519159, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767732, Class: 0.999039, Obj: 0.352074, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.781408, Class: 0.985136, Obj: 0.096414, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.751532, Class: 0.997799, Obj: 0.138128, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3864: 0.255694, 0.329569 avg loss, 0.000010 rate, 3.925978 seconds, 247296 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593294, Class: 0.991514, Obj: 0.172907, No Obj: 0.000064, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.731435, Class: 0.984163, Obj: 0.201265, No Obj: 0.000217, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.734971, Class: 0.997561, Obj: 0.196513, No Obj: 0.000090, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820527, Class: 0.988773, Obj: 0.033299, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.574053, Class: 0.992465, Obj: 0.050113, No Obj: 0.000028, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752521, Class: 0.995103, Obj: 0.177995, No Obj: 0.000073, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715572, Class: 0.998264, Obj: 0.154851, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845152, Class: 0.996053, Obj: 0.371817, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802276, Class: 0.996336, Obj: 0.206307, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792656, Class: 0.996190, Obj: 0.914979, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771013, Class: 0.998645, Obj: 0.473918, No Obj: 0.000171, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798471, Class: 0.999336, Obj: 0.604082, No Obj: 0.000201, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.839358, Class: 0.999180, Obj: 0.377202, No Obj: 0.000183, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3865: 0.324450, 0.329057 avg loss, 0.000010 rate, 3.924811 seconds, 247360 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906745, Class: 0.999750, Obj: 0.154978, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742867, Class: 0.998536, Obj: 0.286117, No Obj: 0.000145, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822561, Class: 0.994265, Obj: 0.095667, No Obj: 0.000301, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.816074, Class: 0.998029, Obj: 0.238647, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689228, Class: 0.997969, Obj: 0.331665, No Obj: 0.000401, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.682321, Class: 0.997117, Obj: 0.133506, No Obj: 0.000095, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755612, Class: 0.997552, Obj: 0.100512, No Obj: 0.000198, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.745781, Class: 0.999108, Obj: 0.462913, No Obj: 0.000416, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000087, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.751040, Class: 0.995927, Obj: 0.101180, No Obj: 0.000166, .5R: 1.000000, .75R: 0.416667, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.637539, Class: 0.997022, Obj: 0.301640, No Obj: 0.000064, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.622877, Class: 0.997197, Obj: 0.183397, No Obj: 0.000134, .5R: 0.500000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643256, Class: 0.984114, Obj: 0.001291, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.813644, Class: 0.998437, Obj: 0.389268, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3866: 0.458145, 0.341966 avg loss, 0.000010 rate, 3.920465 seconds, 247424 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000238, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787358, Class: 0.989940, Obj: 0.254511, No Obj: 0.000283, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.713408, Class: 0.996725, Obj: 0.065110, No Obj: 0.000103, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756776, Class: 0.999465, Obj: 0.236418, No Obj: 0.000070, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.819044, Class: 0.984187, Obj: 0.170863, No Obj: 0.000426, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778054, Class: 0.999100, Obj: 0.617183, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725709, Class: 0.995716, Obj: 0.060650, No Obj: 0.000038, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813021, Class: 0.999067, Obj: 0.066229, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807375, Class: 0.998507, Obj: 0.285534, No Obj: 0.000148, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.697359, Class: 0.997862, Obj: 0.126784, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.701404, Class: 0.994840, Obj: 0.092085, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.837447, Class: 0.998554, Obj: 0.291245, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801287, Class: 0.997917, Obj: 0.307960, No Obj: 0.000248, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.762029, Class: 0.997739, Obj: 0.360745, No Obj: 0.000247, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.870723, Class: 0.997785, Obj: 0.390046, No Obj: 0.000367, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.836120, Class: 0.999325, Obj: 0.104548, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780357, Class: 0.995284, Obj: 0.126881, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3867: 0.382644, 0.346034 avg loss, 0.000010 rate, 3.923150 seconds, 247488 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717544, Class: 0.999424, Obj: 0.772397, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.743587, Class: 0.996312, Obj: 0.237077, No Obj: 0.000184, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888054, Class: 0.999376, Obj: 0.678620, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.710184, Class: 0.998052, Obj: 0.172479, No Obj: 0.000131, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780187, Class: 0.999272, Obj: 0.656775, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.788595, Class: 0.998805, Obj: 0.473006, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.696585, Class: 0.991979, Obj: 0.060985, No Obj: 0.000071, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782282, Class: 0.999088, Obj: 0.102538, No Obj: 0.000098, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.571721, Class: 0.995097, Obj: 0.000847, No Obj: 0.000060, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808010, Class: 0.999424, Obj: 0.217514, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817521, Class: 0.997573, Obj: 0.424750, No Obj: 0.000152, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849074, Class: 0.999789, Obj: 0.301939, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.704759, Class: 0.996848, Obj: 0.130827, No Obj: 0.000096, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771164, Class: 0.999099, Obj: 0.455643, No Obj: 0.000143, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.888226, Class: 0.997561, Obj: 0.573584, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3868: 0.291963, 0.340627 avg loss, 0.000010 rate, 3.913250 seconds, 247552 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858377, Class: 0.994589, Obj: 0.507569, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779477, Class: 0.996603, Obj: 0.297931, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.690190, Class: 0.998663, Obj: 0.081803, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645705, Class: 0.993013, Obj: 0.155842, No Obj: 0.000062, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.672708, Class: 0.997775, Obj: 0.489395, No Obj: 0.000508, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761249, Class: 0.999320, Obj: 0.367412, No Obj: 0.000105, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880298, Class: 0.999169, Obj: 0.332206, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.882403, Class: 0.997177, Obj: 0.236127, No Obj: 0.000335, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.763372, Class: 0.999895, Obj: 0.199286, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804954, Class: 0.992898, Obj: 0.008502, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642712, Class: 0.997519, Obj: 0.283194, No Obj: 0.000116, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.674436, Class: 0.937394, Obj: 0.367934, No Obj: 0.000192, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.799052, Class: 0.992845, Obj: 0.503112, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.705356, Class: 0.997928, Obj: 0.108041, No Obj: 0.000043, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875996, Class: 0.995642, Obj: 0.668981, No Obj: 0.000415, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.851501, Class: 0.998908, Obj: 0.408465, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3869: 0.259316, 0.332496 avg loss, 0.000010 rate, 3.912924 seconds, 247616 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.790038, Class: 0.993939, Obj: 0.453543, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687847, Class: 0.995926, Obj: 0.097932, No Obj: 0.000068, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771820, Class: 0.995790, Obj: 0.480502, No Obj: 0.000305, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.748871, Class: 0.998676, Obj: 0.081287, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597968, Class: 0.997481, Obj: 0.150382, No Obj: 0.000080, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915504, Class: 0.999764, Obj: 0.868811, No Obj: 0.000176, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865253, Class: 0.998958, Obj: 0.127263, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.823575, Class: 0.997018, Obj: 0.202767, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.868262, Class: 0.998139, Obj: 0.100709, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.808197, Class: 0.996324, Obj: 0.135821, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901714, Class: 0.999493, Obj: 0.888209, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751874, Class: 0.994256, Obj: 0.202440, No Obj: 0.000143, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.820657, Class: 0.999857, Obj: 0.358122, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790851, Class: 0.996790, Obj: 0.367933, No Obj: 0.000146, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3870: 0.357497, 0.334996 avg loss, 0.000010 rate, 3.951520 seconds, 247680 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729474, Class: 0.995377, Obj: 0.103574, No Obj: 0.000079, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814658, Class: 0.999305, Obj: 0.129506, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767194, Class: 0.999599, Obj: 0.274985, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729363, Class: 0.999474, Obj: 0.106930, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.788908, Class: 0.997182, Obj: 0.588207, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.890596, Class: 0.997421, Obj: 0.588973, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700271, Class: 0.998631, Obj: 0.345908, No Obj: 0.000096, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.943629, Class: 0.998001, Obj: 0.196207, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.652413, Class: 0.997268, Obj: 0.273853, No Obj: 0.000128, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834501, Class: 0.997575, Obj: 0.180610, No Obj: 0.000223, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700268, Class: 0.995856, Obj: 0.077100, No Obj: 0.000297, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.733731, Class: 0.997278, Obj: 0.248081, No Obj: 0.000215, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815447, Class: 0.995441, Obj: 0.100413, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.677079, Class: 0.980711, Obj: 0.084155, No Obj: 0.000017, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.818292, Class: 0.997113, Obj: 0.235281, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3871: 0.347774, 0.336274 avg loss, 0.000010 rate, 3.909560 seconds, 247744 images Loaded: 0.000074 seconds Region 82 Avg IOU: 0.802221, Class: 0.956823, Obj: 0.069911, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.574822, Class: 0.996722, Obj: 0.178891, No Obj: 0.000068, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: 0.731582, Class: 0.999706, Obj: 0.573349, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.896140, Class: 0.999129, Obj: 0.371575, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845510, Class: 0.995366, Obj: 0.336182, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.456394, Class: 0.988155, Obj: 0.003584, No Obj: 0.000054, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810119, Class: 0.995721, Obj: 0.387480, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.782285, Class: 0.996467, Obj: 0.129510, No Obj: 0.000122, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758600, Class: 0.998085, Obj: 0.253931, No Obj: 0.000172, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840366, Class: 0.990739, Obj: 0.102367, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.798854, Class: 0.999214, Obj: 0.476651, No Obj: 0.000175, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.906275, Class: 0.998196, Obj: 0.531716, No Obj: 0.000487, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.804194, Class: 0.997089, Obj: 0.267392, No Obj: 0.000236, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: 0.835542, Class: 0.973891, Obj: 0.128512, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.781612, Class: 0.998919, Obj: 0.154558, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686435, Class: 0.996422, Obj: 0.286479, No Obj: 0.000131, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3872: 0.449331, 0.347579 avg loss, 0.000010 rate, 3.911266 seconds, 247808 images Loaded: 0.000064 seconds Region 82 Avg IOU: 0.821296, Class: 0.999602, Obj: 0.725239, No Obj: 0.000313, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.847806, Class: 0.994719, Obj: 0.351486, No Obj: 0.000489, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.848377, Class: 0.995173, Obj: 0.210964, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.857055, Class: 0.998782, Obj: 0.655604, No Obj: 0.000461, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.771694, Class: 0.993875, Obj: 0.336312, No Obj: 0.000183, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.692087, Class: 0.991435, Obj: 0.099252, No Obj: 0.000075, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775191, Class: 0.997089, Obj: 0.377970, No Obj: 0.000129, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779996, Class: 0.998272, Obj: 0.276351, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826420, Class: 0.999486, Obj: 0.071276, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.736123, Class: 0.999110, Obj: 0.354087, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863451, Class: 0.996812, Obj: 0.033934, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.848644, Class: 0.992033, Obj: 0.234762, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.718567, Class: 0.996570, Obj: 0.164834, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818706, Class: 0.991140, Obj: 0.502601, No Obj: 0.000451, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.789171, Class: 0.998597, Obj: 0.350158, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3873: 0.361363, 0.348958 avg loss, 0.000010 rate, 3.914683 seconds, 247872 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.717971, Class: 0.999283, Obj: 0.975526, No Obj: 0.000392, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.920572, Class: 0.996930, Obj: 0.928506, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842723, Class: 0.999287, Obj: 0.102358, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694108, Class: 0.998556, Obj: 0.290958, No Obj: 0.000073, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756722, Class: 0.998443, Obj: 0.058863, No Obj: 0.000106, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.785703, Class: 0.998160, Obj: 0.985349, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771633, Class: 0.999219, Obj: 0.178188, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.738475, Class: 0.993246, Obj: 0.245990, No Obj: 0.000139, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800911, Class: 0.997816, Obj: 0.390570, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838999, Class: 0.990099, Obj: 0.526599, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.687663, Class: 0.998526, Obj: 0.166931, No Obj: 0.000099, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834743, Class: 0.999423, Obj: 0.829018, No Obj: 0.000312, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.695479, Class: 0.996095, Obj: 0.159148, No Obj: 0.000103, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782153, Class: 0.998350, Obj: 0.219209, No Obj: 0.000149, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3874: 0.313362, 0.345398 avg loss, 0.000010 rate, 3.905927 seconds, 247936 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.732576, Class: 0.995940, Obj: 0.071595, No Obj: 0.000068, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806257, Class: 0.998483, Obj: 0.450323, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.815754, Class: 0.997555, Obj: 0.061524, No Obj: 0.000105, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687013, Class: 0.998449, Obj: 0.134286, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752225, Class: 0.997877, Obj: 0.316053, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888047, Class: 0.994045, Obj: 0.520620, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693608, Class: 0.999193, Obj: 0.237286, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778159, Class: 0.994609, Obj: 0.291361, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.849991, Class: 0.999371, Obj: 0.411903, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.680392, Class: 0.988568, Obj: 0.020417, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771412, Class: 0.999077, Obj: 0.366166, No Obj: 0.000152, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765042, Class: 0.994874, Obj: 0.205726, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3875: 0.295292, 0.340388 avg loss, 0.000010 rate, 3.899826 seconds, 248000 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.746108, Class: 0.982745, Obj: 0.429081, No Obj: 0.000197, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.870243, Class: 0.999685, Obj: 0.323368, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885575, Class: 0.999742, Obj: 0.736200, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.752415, Class: 0.996547, Obj: 0.106513, No Obj: 0.000106, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825808, Class: 0.998584, Obj: 0.158190, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797064, Class: 0.995577, Obj: 0.340626, No Obj: 0.000183, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.795353, Class: 0.997034, Obj: 0.144628, No Obj: 0.000216, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.855597, Class: 0.993484, Obj: 0.525921, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.847796, Class: 0.998032, Obj: 0.455205, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.881940, Class: 0.998831, Obj: 0.386285, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852101, Class: 0.995970, Obj: 0.033918, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810926, Class: 0.998785, Obj: 0.225334, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.541208, Class: 0.984061, Obj: 0.000580, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814790, Class: 0.998904, Obj: 0.242739, No Obj: 0.000186, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.842483, Class: 0.999702, Obj: 0.785575, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.564481, Class: 0.994528, Obj: 0.243798, No Obj: 0.000102, .5R: 0.500000, .75R: 0.166667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3876: 0.446893, 0.351038 avg loss, 0.000010 rate, 3.907308 seconds, 248064 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.894852, Class: 0.999855, Obj: 0.893932, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717574, Class: 0.997197, Obj: 0.241703, No Obj: 0.000127, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.868660, Class: 0.996795, Obj: 0.485198, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819180, Class: 0.997660, Obj: 0.167069, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.799485, Class: 0.993463, Obj: 0.025658, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803792, Class: 0.988280, Obj: 0.213332, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.783428, Class: 0.995865, Obj: 0.073014, No Obj: 0.000138, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.653150, Class: 0.995886, Obj: 0.642026, No Obj: 0.000326, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.731432, Class: 0.997763, Obj: 0.282168, No Obj: 0.000093, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.551666, Class: 0.995127, Obj: 0.005966, No Obj: 0.000020, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847147, Class: 0.993558, Obj: 0.496720, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.821883, Class: 0.994423, Obj: 0.074583, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738253, Class: 0.999450, Obj: 0.180101, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3877: 0.284971, 0.344431 avg loss, 0.000010 rate, 3.905123 seconds, 248128 images Loaded: 0.000062 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626377, Class: 0.997435, Obj: 0.022295, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832547, Class: 0.998071, Obj: 0.512421, No Obj: 0.000270, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.772290, Class: 0.998797, Obj: 0.333104, No Obj: 0.000112, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.911644, Class: 0.991225, Obj: 0.720114, No Obj: 0.000407, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.815777, Class: 0.996359, Obj: 0.315280, No Obj: 0.000153, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897574, Class: 0.999465, Obj: 0.671871, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.944337, Class: 0.998170, Obj: 0.015144, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.799041, Class: 0.990940, Obj: 0.348878, No Obj: 0.000469, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.648108, Class: 0.999057, Obj: 0.022554, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.673693, Class: 0.998390, Obj: 0.245715, No Obj: 0.000140, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688253, Class: 0.997725, Obj: 0.071614, No Obj: 0.000108, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829805, Class: 0.994834, Obj: 0.634478, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760606, Class: 0.995276, Obj: 0.278994, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3878: 0.311693, 0.341158 avg loss, 0.000010 rate, 3.905832 seconds, 248192 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.603098, Class: 0.992970, Obj: 0.734298, No Obj: 0.000194, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.764981, Class: 0.998059, Obj: 0.039725, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679249, Class: 0.996679, Obj: 0.049011, No Obj: 0.000048, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.743363, Class: 0.998838, Obj: 0.598572, No Obj: 0.000231, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.779387, Class: 0.992826, Obj: 0.752558, No Obj: 0.000229, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669443, Class: 0.996853, Obj: 0.126647, No Obj: 0.000166, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.592455, Class: 0.999304, Obj: 0.107086, No Obj: 0.000085, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.904384, Class: 0.999691, Obj: 0.175424, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763579, Class: 0.996666, Obj: 0.201998, No Obj: 0.000129, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786262, Class: 0.997005, Obj: 0.352925, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730909, Class: 0.997475, Obj: 0.270136, No Obj: 0.000118, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898876, Class: 0.998688, Obj: 0.028389, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.673100, Class: 0.996136, Obj: 0.373214, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.690207, Class: 0.996482, Obj: 0.157424, No Obj: 0.000345, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720291, Class: 0.998635, Obj: 0.099927, No Obj: 0.000077, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3879: 0.343549, 0.341397 avg loss, 0.000010 rate, 3.901630 seconds, 248256 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759008, Class: 0.998846, Obj: 0.084144, No Obj: 0.000034, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818455, Class: 0.999969, Obj: 0.234104, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807380, Class: 0.997036, Obj: 0.226808, No Obj: 0.000213, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759720, Class: 0.996420, Obj: 0.203954, No Obj: 0.000140, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838568, Class: 0.994890, Obj: 0.535001, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749464, Class: 0.997123, Obj: 0.387615, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853051, Class: 0.996929, Obj: 0.288581, No Obj: 0.000035, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758896, Class: 0.994497, Obj: 0.070709, No Obj: 0.000069, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798537, Class: 0.997092, Obj: 0.309242, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.842281, Class: 0.999251, Obj: 0.283103, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844538, Class: 0.995337, Obj: 0.096317, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.698530, Class: 0.998419, Obj: 0.035498, No Obj: 0.000039, .5R: 0.500000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3880: 0.274134, 0.334670 avg loss, 0.000010 rate, 3.902372 seconds, 248320 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919230, Class: 0.998067, Obj: 0.747947, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773316, Class: 0.998419, Obj: 0.290566, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.708994, Class: 0.992847, Obj: 0.001965, No Obj: 0.000016, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.719544, Class: 0.973372, Obj: 0.130424, No Obj: 0.000020, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.735122, Class: 0.997476, Obj: 0.311092, No Obj: 0.000113, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.920078, Class: 0.998440, Obj: 0.009559, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712381, Class: 0.995607, Obj: 0.109835, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.581045, Class: 0.963676, Obj: 0.525053, No Obj: 0.000386, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782481, Class: 0.996059, Obj: 0.121010, No Obj: 0.000086, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754244, Class: 0.996011, Obj: 0.436522, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.813567, Class: 0.998964, Obj: 0.414496, No Obj: 0.000166, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715032, Class: 0.992976, Obj: 0.390733, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.605316, Class: 0.995298, Obj: 0.177170, No Obj: 0.000114, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000149, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739350, Class: 0.993050, Obj: 0.083326, No Obj: 0.000077, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000071, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785999, Class: 0.993475, Obj: 0.238378, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.800598, Class: 0.998136, Obj: 0.151354, No Obj: 0.000102, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3881: 0.396155, 0.340819 avg loss, 0.000010 rate, 3.908539 seconds, 248384 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.850633, Class: 0.981459, Obj: 0.189685, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.695463, Class: 0.996477, Obj: 0.131822, No Obj: 0.000070, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818071, Class: 0.998704, Obj: 0.200888, No Obj: 0.000100, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797596, Class: 0.996703, Obj: 0.161568, No Obj: 0.000148, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.843584, Class: 0.999571, Obj: 0.917386, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695644, Class: 0.999649, Obj: 0.012001, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864472, Class: 0.998348, Obj: 0.373957, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.602563, Class: 0.997233, Obj: 0.189328, No Obj: 0.000104, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.768266, Class: 0.998312, Obj: 0.186399, No Obj: 0.000179, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929925, Class: 0.999597, Obj: 0.823963, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.862763, Class: 0.998597, Obj: 0.058722, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.724142, Class: 0.999090, Obj: 0.129659, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3882: 0.363789, 0.343116 avg loss, 0.000010 rate, 3.896592 seconds, 248448 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.699872, Class: 0.999718, Obj: 0.838633, No Obj: 0.000377, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.679166, Class: 0.998452, Obj: 0.155226, No Obj: 0.000043, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854495, Class: 0.999079, Obj: 0.431125, No Obj: 0.000158, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.609356, Class: 0.994953, Obj: 0.251941, No Obj: 0.000267, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871341, Class: 0.999227, Obj: 0.712556, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.734815, Class: 0.970619, Obj: 0.000855, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755971, Class: 0.999255, Obj: 0.253095, No Obj: 0.000104, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796512, Class: 0.953651, Obj: 0.020321, No Obj: 0.000320, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.757004, Class: 0.995042, Obj: 0.254787, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854063, Class: 0.999768, Obj: 0.848147, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.903061, Class: 0.998384, Obj: 0.300859, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740513, Class: 0.998898, Obj: 0.669245, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.775686, Class: 0.998231, Obj: 0.320680, No Obj: 0.000108, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869453, Class: 0.998416, Obj: 0.397603, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.684006, Class: 0.996503, Obj: 0.115455, No Obj: 0.000159, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3883: 0.269280, 0.335732 avg loss, 0.000010 rate, 3.904387 seconds, 248512 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828534, Class: 0.996803, Obj: 0.292725, No Obj: 0.000308, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.775925, Class: 0.998338, Obj: 0.238711, No Obj: 0.000177, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.795982, Class: 0.998860, Obj: 0.355504, No Obj: 0.000476, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000137, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872498, Class: 0.999190, Obj: 0.042880, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771137, Class: 0.998766, Obj: 0.127981, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734898, Class: 0.996553, Obj: 0.174298, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763781, Class: 0.998800, Obj: 0.180545, No Obj: 0.000168, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000219, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760438, Class: 0.996445, Obj: 0.249068, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.569812, Class: 0.991029, Obj: 0.065092, No Obj: 0.000093, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.819822, Class: 0.991139, Obj: 0.091005, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.775269, Class: 0.996252, Obj: 0.314156, No Obj: 0.000210, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.670061, Class: 0.994287, Obj: 0.186064, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.674675, Class: 0.998392, Obj: 0.087531, No Obj: 0.000229, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.844060, Class: 0.972329, Obj: 0.000480, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777401, Class: 0.997602, Obj: 0.263880, No Obj: 0.000203, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3884: 0.427272, 0.344886 avg loss, 0.000010 rate, 3.904842 seconds, 248576 images Loaded: 0.000068 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812761, Class: 0.993415, Obj: 0.113654, No Obj: 0.000132, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856816, Class: 0.999430, Obj: 0.532567, No Obj: 0.000068, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.670546, Class: 0.998345, Obj: 0.165605, No Obj: 0.000066, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000181, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818746, Class: 0.997281, Obj: 0.164756, No Obj: 0.000080, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743990, Class: 0.999219, Obj: 0.043138, No Obj: 0.000089, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.772391, Class: 0.998600, Obj: 0.380248, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738198, Class: 0.992927, Obj: 0.058990, No Obj: 0.000114, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.709595, Class: 0.997399, Obj: 0.120705, No Obj: 0.000171, .5R: 0.800000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682828, Class: 0.993423, Obj: 0.486091, No Obj: 0.000177, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.801993, Class: 0.998459, Obj: 0.403389, No Obj: 0.000209, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729701, Class: 0.997734, Obj: 0.227350, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3885: 0.319534, 0.342351 avg loss, 0.000010 rate, 3.902443 seconds, 248640 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865107, Class: 0.999246, Obj: 0.099512, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779199, Class: 0.996130, Obj: 0.303665, No Obj: 0.000150, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.772521, Class: 0.976706, Obj: 0.386963, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.694880, Class: 0.997003, Obj: 0.224454, No Obj: 0.000125, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855231, Class: 0.998305, Obj: 0.002723, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777297, Class: 0.999579, Obj: 0.270190, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830813, Class: 0.998723, Obj: 0.902472, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.597041, Class: 0.987364, Obj: 0.029673, No Obj: 0.000029, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.817241, Class: 0.994569, Obj: 0.016885, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.792416, Class: 0.992072, Obj: 0.117599, No Obj: 0.000374, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.536477, Class: 0.996786, Obj: 0.099044, No Obj: 0.000136, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: 0.709098, Class: 0.993667, Obj: 0.147429, No Obj: 0.000180, .5R: 1.000000, .75R: 0.333333, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716186, Class: 0.998617, Obj: 0.375332, No Obj: 0.000207, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000091, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.917049, Class: 0.999776, Obj: 0.933012, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.760740, Class: 0.999616, Obj: 0.227593, No Obj: 0.000079, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897499, Class: 0.980788, Obj: 0.029924, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737689, Class: 0.995815, Obj: 0.207032, No Obj: 0.000149, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3886: 0.523755, 0.360491 avg loss, 0.000010 rate, 3.907779 seconds, 248704 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.668638, Class: 0.999548, Obj: 0.005571, No Obj: 0.000013, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771153, Class: 0.978313, Obj: 0.047214, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749961, Class: 0.999052, Obj: 0.037617, No Obj: 0.000117, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.815918, Class: 0.982996, Obj: 0.144669, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.794533, Class: 0.999885, Obj: 0.263459, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.839620, Class: 0.999346, Obj: 0.916414, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.728188, Class: 0.998369, Obj: 0.473333, No Obj: 0.000136, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000223, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792269, Class: 0.998565, Obj: 0.275653, No Obj: 0.000095, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000192, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844741, Class: 0.997945, Obj: 0.681163, No Obj: 0.000322, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726424, Class: 0.996448, Obj: 0.116043, No Obj: 0.000110, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.561110, Class: 0.998230, Obj: 0.156468, No Obj: 0.000065, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.584919, Class: 0.998682, Obj: 0.258385, No Obj: 0.000078, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.812119, Class: 0.998251, Obj: 0.513858, No Obj: 0.000450, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760560, Class: 0.999430, Obj: 0.267115, No Obj: 0.000143, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3887: 0.317208, 0.356163 avg loss, 0.000010 rate, 3.902905 seconds, 248768 images Loaded: 0.000049 seconds Region 82 Avg IOU: 0.861549, Class: 0.998408, Obj: 0.826260, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735090, Class: 0.997143, Obj: 0.121707, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730798, Class: 0.999275, Obj: 0.208862, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852605, Class: 0.997537, Obj: 0.343079, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.741258, Class: 0.998635, Obj: 0.379836, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911886, Class: 0.999664, Obj: 0.630453, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743378, Class: 0.991820, Obj: 0.068947, No Obj: 0.000126, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802240, Class: 0.998832, Obj: 0.300407, No Obj: 0.000193, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.813040, Class: 0.998174, Obj: 0.511240, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.626037, Class: 0.995250, Obj: 0.406935, No Obj: 0.000104, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708120, Class: 0.996189, Obj: 0.020296, No Obj: 0.000026, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.782131, Class: 0.998836, Obj: 0.337042, No Obj: 0.000164, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3888: 0.239922, 0.344539 avg loss, 0.000010 rate, 3.886337 seconds, 248832 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758671, Class: 0.996768, Obj: 0.183239, No Obj: 0.000092, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834409, Class: 0.995544, Obj: 0.520759, No Obj: 0.000570, .5R: 1.000000, .75R: 0.833333, count: 6 Region 106 Avg IOU: 0.751157, Class: 0.997536, Obj: 0.287449, No Obj: 0.000194, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770855, Class: 0.996723, Obj: 0.075582, No Obj: 0.000097, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921863, Class: 0.996120, Obj: 0.920221, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756920, Class: 0.998449, Obj: 0.223596, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.791599, Class: 0.992752, Obj: 0.566663, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.714554, Class: 0.992115, Obj: 0.175267, No Obj: 0.000134, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.746664, Class: 0.997020, Obj: 0.220232, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.593055, Class: 0.991125, Obj: 0.232736, No Obj: 0.000021, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757681, Class: 0.985923, Obj: 0.250469, No Obj: 0.000189, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759480, Class: 0.996126, Obj: 0.444541, No Obj: 0.000127, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728556, Class: 0.995805, Obj: 0.141353, No Obj: 0.000131, .5R: 1.000000, .75R: 0.444444, count: 9 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3889: 0.332913, 0.343376 avg loss, 0.000010 rate, 3.896920 seconds, 248896 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.741296, Class: 0.999569, Obj: 0.129186, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797278, Class: 0.998671, Obj: 0.286441, No Obj: 0.000130, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847510, Class: 0.998250, Obj: 0.029228, No Obj: 0.000251, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.756662, Class: 0.997181, Obj: 0.210038, No Obj: 0.000222, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.948581, Class: 0.999911, Obj: 0.529778, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741709, Class: 0.997947, Obj: 0.118567, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784932, Class: 0.987590, Obj: 0.092129, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.678399, Class: 0.989341, Obj: 0.252011, No Obj: 0.000136, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885677, Class: 0.997016, Obj: 0.820450, No Obj: 0.000241, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813578, Class: 0.997511, Obj: 0.161309, No Obj: 0.000107, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.719901, Class: 0.998284, Obj: 0.073484, No Obj: 0.000088, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.773878, Class: 0.983372, Obj: 0.036950, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747762, Class: 0.996212, Obj: 0.185329, No Obj: 0.000185, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839886, Class: 0.998117, Obj: 0.427508, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.754713, Class: 0.995220, Obj: 0.207971, No Obj: 0.000195, .5R: 0.900000, .75R: 0.500000, count: 10 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3890: 0.497927, 0.358831 avg loss, 0.000010 rate, 3.903625 seconds, 248960 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.831319, Class: 0.999661, Obj: 0.741000, No Obj: 0.000208, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.476908, Class: 0.996810, Obj: 0.070043, No Obj: 0.000080, .5R: 0.333333, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.870238, Class: 0.999756, Obj: 0.628049, No Obj: 0.000058, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831982, Class: 0.996146, Obj: 0.188852, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.847312, Class: 0.999817, Obj: 0.879091, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.625869, Class: 0.997494, Obj: 0.076841, No Obj: 0.000086, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.786533, Class: 0.992410, Obj: 0.103383, No Obj: 0.000067, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728756, Class: 0.997915, Obj: 0.075780, No Obj: 0.000092, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806272, Class: 0.997208, Obj: 0.747742, No Obj: 0.000296, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.749650, Class: 0.999341, Obj: 0.159684, No Obj: 0.000071, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000093, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719884, Class: 0.989499, Obj: 0.222050, No Obj: 0.000084, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.647914, Class: 0.995334, Obj: 0.045172, No Obj: 0.000095, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.758266, Class: 0.998680, Obj: 0.011022, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.912135, Class: 0.998372, Obj: 0.536462, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.819646, Class: 0.995446, Obj: 0.278353, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.651232, Class: 0.992624, Obj: 0.019516, No Obj: 0.000137, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.744184, Class: 0.997774, Obj: 0.349091, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3891: 0.271070, 0.350055 avg loss, 0.000010 rate, 3.898042 seconds, 249024 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000174, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845700, Class: 0.999758, Obj: 0.353116, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.776970, Class: 0.994453, Obj: 0.143857, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772709, Class: 0.958813, Obj: 0.000180, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747717, Class: 0.996559, Obj: 0.215824, No Obj: 0.000204, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860914, Class: 0.999402, Obj: 0.569621, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828873, Class: 0.955233, Obj: 0.090027, No Obj: 0.000038, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.666956, Class: 0.998286, Obj: 0.299600, No Obj: 0.000326, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.812140, Class: 0.992919, Obj: 0.343547, No Obj: 0.000325, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762916, Class: 0.998249, Obj: 0.269584, No Obj: 0.000179, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665812, Class: 0.991882, Obj: 0.012547, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.742416, Class: 0.987684, Obj: 0.000054, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.782137, Class: 0.998981, Obj: 0.230479, No Obj: 0.000163, .5R: 0.857143, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.902728, Class: 0.996905, Obj: 0.027176, No Obj: 0.000031, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.686836, Class: 0.992490, Obj: 0.586158, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.886220, Class: 0.999716, Obj: 0.087203, No Obj: 0.000027, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3892: 0.285862, 0.343636 avg loss, 0.000010 rate, 3.903432 seconds, 249088 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766807, Class: 0.987642, Obj: 0.157177, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.850032, Class: 0.998708, Obj: 0.229079, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859186, Class: 0.999678, Obj: 0.522523, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.631790, Class: 0.998563, Obj: 0.380759, No Obj: 0.000135, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000197, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872757, Class: 0.999673, Obj: 0.813900, No Obj: 0.000317, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776594, Class: 0.997877, Obj: 0.126834, No Obj: 0.000094, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.436868, Class: 0.997212, Obj: 0.662674, No Obj: 0.000123, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794265, Class: 0.998778, Obj: 0.380772, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.758398, Class: 0.998189, Obj: 0.410272, No Obj: 0.000209, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839598, Class: 0.997302, Obj: 0.061893, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.811064, Class: 0.995498, Obj: 0.176889, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.750411, Class: 0.982214, Obj: 0.550495, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.504181, Class: 0.993848, Obj: 0.000166, No Obj: 0.000039, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.775870, Class: 0.998691, Obj: 0.278796, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3893: 0.338319, 0.343104 avg loss, 0.000010 rate, 3.903359 seconds, 249152 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925811, Class: 0.985489, Obj: 0.161358, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838012, Class: 0.998655, Obj: 0.177507, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.679625, Class: 0.991131, Obj: 0.050722, No Obj: 0.000244, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852084, Class: 0.997890, Obj: 0.592900, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.836701, Class: 0.999104, Obj: 0.494137, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770789, Class: 0.998029, Obj: 0.154010, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838100, Class: 0.998781, Obj: 0.382971, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804606, Class: 0.991784, Obj: 0.111810, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799883, Class: 0.999799, Obj: 0.839338, No Obj: 0.000091, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.741846, Class: 0.999207, Obj: 0.263290, No Obj: 0.000113, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881294, Class: 0.995707, Obj: 0.826300, No Obj: 0.000373, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.766443, Class: 0.993585, Obj: 0.116095, No Obj: 0.000194, .5R: 1.000000, .75R: 0.555556, count: 9 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3894: 0.269688, 0.335763 avg loss, 0.000010 rate, 3.907872 seconds, 249216 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821877, Class: 0.997450, Obj: 0.059766, No Obj: 0.000029, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.736457, Class: 0.999241, Obj: 0.165326, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751689, Class: 0.999935, Obj: 0.944061, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.606303, Class: 0.995083, Obj: 0.254136, No Obj: 0.000087, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.697863, Class: 0.992829, Obj: 0.506698, No Obj: 0.000430, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.868688, Class: 0.997403, Obj: 0.419757, No Obj: 0.000497, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.795514, Class: 0.997118, Obj: 0.035989, No Obj: 0.000070, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.782627, Class: 0.966319, Obj: 0.164726, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.918546, Class: 0.999429, Obj: 0.804751, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793400, Class: 0.998539, Obj: 0.366667, No Obj: 0.000131, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000227, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738262, Class: 0.997062, Obj: 0.413731, No Obj: 0.000093, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.921492, Class: 0.997684, Obj: 0.219861, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.750272, Class: 0.997706, Obj: 0.210158, No Obj: 0.000118, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840276, Class: 0.993794, Obj: 0.433554, No Obj: 0.000442, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.841467, Class: 0.998199, Obj: 0.295071, No Obj: 0.000190, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903306, Class: 0.999655, Obj: 0.566420, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.721738, Class: 0.998443, Obj: 0.219721, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3895: 0.378793, 0.340066 avg loss, 0.000010 rate, 3.904218 seconds, 249280 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000425, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.951467, Class: 0.996018, Obj: 0.765913, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.829623, Class: 0.999159, Obj: 0.398937, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905572, Class: 0.999403, Obj: 0.445696, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798244, Class: 0.997949, Obj: 0.146103, No Obj: 0.000096, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753638, Class: 0.996792, Obj: 0.516833, No Obj: 0.000130, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847018, Class: 0.999139, Obj: 0.602835, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907545, Class: 0.999779, Obj: 0.988345, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707781, Class: 0.996454, Obj: 0.104371, No Obj: 0.000135, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913073, Class: 0.998358, Obj: 0.868074, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795050, Class: 0.998261, Obj: 0.048297, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823141, Class: 0.998463, Obj: 0.371486, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.388623, Class: 0.995209, Obj: 0.232224, No Obj: 0.000054, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839635, Class: 0.997250, Obj: 0.147252, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.763777, Class: 0.997865, Obj: 0.311217, No Obj: 0.000113, .5R: 0.750000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3896: 0.306516, 0.336711 avg loss, 0.000010 rate, 3.908336 seconds, 249344 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.760501, Class: 0.995732, Obj: 0.302210, No Obj: 0.000368, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.756372, Class: 0.981609, Obj: 0.000986, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.697772, Class: 0.996551, Obj: 0.100631, No Obj: 0.000115, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000228, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.880028, Class: 0.998335, Obj: 0.433857, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.784237, Class: 0.999376, Obj: 0.610160, No Obj: 0.000360, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865413, Class: 0.999792, Obj: 0.730290, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.872170, Class: 0.998769, Obj: 0.278590, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835620, Class: 0.998591, Obj: 0.664853, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.585907, Class: 0.996158, Obj: 0.048790, No Obj: 0.000067, .5R: 0.833333, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882766, Class: 0.996601, Obj: 0.284995, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.827901, Class: 0.997789, Obj: 0.324386, No Obj: 0.000162, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.928047, Class: 0.998344, Obj: 0.315273, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746255, Class: 0.997078, Obj: 0.284617, No Obj: 0.000160, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751942, Class: 0.997685, Obj: 0.599300, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.912460, Class: 0.995700, Obj: 0.076060, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.483776, Class: 0.987113, Obj: 0.115401, No Obj: 0.000115, .5R: 0.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.406179, Class: 0.991875, Obj: 0.063984, No Obj: 0.000049, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3897: 0.382250, 0.341265 avg loss, 0.000010 rate, 3.902433 seconds, 249408 images Loaded: 0.000060 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000350, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838075, Class: 0.999313, Obj: 0.511025, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819845, Class: 0.994760, Obj: 0.251706, No Obj: 0.000133, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916722, Class: 0.999585, Obj: 0.318630, No Obj: 0.000051, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.733858, Class: 0.995044, Obj: 0.136448, No Obj: 0.000147, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000134, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885373, Class: 0.999135, Obj: 0.504182, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.753078, Class: 0.993450, Obj: 0.080863, No Obj: 0.000165, .5R: 0.900000, .75R: 0.700000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000036, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.695284, Class: 0.992502, Obj: 0.114390, No Obj: 0.000104, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.869078, Class: 0.988965, Obj: 0.851429, No Obj: 0.000526, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.858842, Class: 0.999495, Obj: 0.394393, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.787019, Class: 0.997862, Obj: 0.246355, No Obj: 0.000160, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870224, Class: 0.999859, Obj: 0.821710, No Obj: 0.000181, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.717978, Class: 0.997730, Obj: 0.682258, No Obj: 0.000063, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896616, Class: 0.998365, Obj: 0.685655, No Obj: 0.000594, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.806696, Class: 0.998446, Obj: 0.259000, No Obj: 0.000203, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878616, Class: 0.999007, Obj: 0.650138, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795141, Class: 0.999086, Obj: 0.299400, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3898: 0.420733, 0.349211 avg loss, 0.000010 rate, 3.908168 seconds, 249472 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.735076, Class: 0.996131, Obj: 0.252872, No Obj: 0.000130, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810144, Class: 0.999577, Obj: 0.482365, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787517, Class: 0.997135, Obj: 0.227894, No Obj: 0.000138, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746264, Class: 0.999513, Obj: 0.241670, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.696761, Class: 0.997782, Obj: 0.219090, No Obj: 0.000093, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877316, Class: 0.999612, Obj: 0.714881, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.602326, Class: 0.993952, Obj: 0.136250, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816840, Class: 0.997119, Obj: 0.879711, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749893, Class: 0.997415, Obj: 0.204511, No Obj: 0.000176, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841782, Class: 0.999046, Obj: 0.651270, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.776270, Class: 0.996551, Obj: 0.276482, No Obj: 0.000167, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730079, Class: 0.995972, Obj: 0.924435, No Obj: 0.000197, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.777447, Class: 0.997268, Obj: 0.204420, No Obj: 0.000123, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3899: 0.367309, 0.351021 avg loss, 0.000010 rate, 3.898803 seconds, 249536 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.673224, Class: 0.996202, Obj: 0.173247, No Obj: 0.000036, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725903, Class: 0.995930, Obj: 0.310704, No Obj: 0.000153, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.723307, Class: 0.998365, Obj: 0.263392, No Obj: 0.000125, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805614, Class: 0.996764, Obj: 0.070961, No Obj: 0.000096, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827359, Class: 0.994791, Obj: 0.394573, No Obj: 0.000158, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.800341, Class: 0.998235, Obj: 0.390963, No Obj: 0.000084, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729479, Class: 0.998955, Obj: 0.136118, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.809372, Class: 0.998967, Obj: 0.170094, No Obj: 0.000016, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.698770, Class: 0.996737, Obj: 0.025009, No Obj: 0.000154, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.740871, Class: 0.983326, Obj: 0.115824, No Obj: 0.000230, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.875279, Class: 0.998141, Obj: 0.760998, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.793015, Class: 0.999386, Obj: 0.369720, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.671367, Class: 0.997707, Obj: 0.599854, No Obj: 0.000189, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794406, Class: 0.998264, Obj: 0.379172, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3900: 0.241101, 0.340029 avg loss, 0.000010 rate, 3.902549 seconds, 249600 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.749395, Class: 0.998168, Obj: 0.128848, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000125, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702494, Class: 0.996792, Obj: 0.090026, No Obj: 0.000093, .5R: 0.750000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.752212, Class: 0.954713, Obj: 0.541533, No Obj: 0.000472, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.731492, Class: 0.990855, Obj: 0.486790, No Obj: 0.000187, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.622350, Class: 0.993931, Obj: 0.245631, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.519350, Class: 0.997684, Obj: 0.009175, No Obj: 0.000015, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811572, Class: 0.998280, Obj: 0.358086, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.639782, Class: 0.996163, Obj: 0.771312, No Obj: 0.000201, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.581214, Class: 0.992973, Obj: 0.354049, No Obj: 0.000142, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.752832, Class: 0.998053, Obj: 0.573666, No Obj: 0.000232, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.877739, Class: 0.997642, Obj: 0.090099, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.734993, Class: 0.998034, Obj: 0.248073, No Obj: 0.000093, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.762499, Class: 0.998265, Obj: 0.051575, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.745799, Class: 0.998911, Obj: 0.970604, No Obj: 0.000272, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.846534, Class: 0.998138, Obj: 0.301481, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855478, Class: 0.997244, Obj: 0.547400, No Obj: 0.000309, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.660705, Class: 0.997003, Obj: 0.208613, No Obj: 0.000147, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.652313, Class: 0.997539, Obj: 0.045861, No Obj: 0.000099, .5R: 0.833333, .75R: 0.333333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3901: 0.449626, 0.350989 avg loss, 0.000010 rate, 3.691968 seconds, 249664 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831313, Class: 0.993873, Obj: 0.016784, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806954, Class: 0.998718, Obj: 0.431620, No Obj: 0.000237, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.767624, Class: 0.998048, Obj: 0.809666, No Obj: 0.000348, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.859518, Class: 0.992994, Obj: 0.019818, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798435, Class: 0.998355, Obj: 0.095778, No Obj: 0.000090, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000184, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.909584, Class: 0.991899, Obj: 0.002826, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771475, Class: 0.997351, Obj: 0.337095, No Obj: 0.000146, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843782, Class: 0.998665, Obj: 0.205649, No Obj: 0.000130, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702316, Class: 0.979684, Obj: 0.045013, No Obj: 0.000045, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797664, Class: 0.997931, Obj: 0.105351, No Obj: 0.000139, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000211, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811167, Class: 0.993333, Obj: 0.323291, No Obj: 0.000404, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.706243, Class: 0.999618, Obj: 0.225358, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.835992, Class: 0.999279, Obj: 0.312334, No Obj: 0.000361, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.741588, Class: 0.996907, Obj: 0.179627, No Obj: 0.000080, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.534928, Class: 0.997408, Obj: 0.318198, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794348, Class: 0.997660, Obj: 0.333142, No Obj: 0.000201, .5R: 1.000000, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3902: 0.383557, 0.354246 avg loss, 0.000010 rate, 3.905911 seconds, 249728 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812611, Class: 0.994632, Obj: 0.357077, No Obj: 0.000168, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.664921, Class: 0.995906, Obj: 0.088180, No Obj: 0.000085, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.938157, Class: 0.996278, Obj: 0.962938, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.812183, Class: 0.997545, Obj: 0.305349, No Obj: 0.000115, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887269, Class: 0.997040, Obj: 0.590884, No Obj: 0.000315, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771021, Class: 0.998770, Obj: 0.357417, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813992, Class: 0.998602, Obj: 0.398571, No Obj: 0.000160, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765333, Class: 0.994965, Obj: 0.129695, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728198, Class: 0.996157, Obj: 0.262770, No Obj: 0.000071, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.759308, Class: 0.997596, Obj: 0.391479, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.696176, Class: 0.994741, Obj: 0.400698, No Obj: 0.000113, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832184, Class: 0.999698, Obj: 0.655820, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715906, Class: 0.995399, Obj: 0.361518, No Obj: 0.000098, .5R: 0.666667, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3903: 0.250050, 0.343826 avg loss, 0.000010 rate, 3.901923 seconds, 249792 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.818024, Class: 0.995233, Obj: 0.220314, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867090, Class: 0.995942, Obj: 0.313997, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694331, Class: 0.995290, Obj: 0.062115, No Obj: 0.000048, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746233, Class: 0.997484, Obj: 0.170895, No Obj: 0.000064, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.759976, Class: 0.998288, Obj: 0.267474, No Obj: 0.000163, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835231, Class: 0.982540, Obj: 0.406113, No Obj: 0.000282, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767527, Class: 0.998338, Obj: 0.177784, No Obj: 0.000093, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.710717, Class: 0.994161, Obj: 0.526586, No Obj: 0.000232, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.668830, Class: 0.998011, Obj: 0.033560, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.896503, Class: 0.996357, Obj: 0.349918, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806440, Class: 0.996522, Obj: 0.054468, No Obj: 0.000101, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784311, Class: 0.998556, Obj: 0.403792, No Obj: 0.000234, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.633172, Class: 0.997891, Obj: 0.246190, No Obj: 0.000091, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3904: 0.318145, 0.341258 avg loss, 0.000010 rate, 3.905109 seconds, 249856 images Loaded: 0.000059 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.608250, Class: 0.997681, Obj: 0.697661, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780255, Class: 0.998242, Obj: 0.281152, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889784, Class: 0.999694, Obj: 0.852335, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.691399, Class: 0.995654, Obj: 0.030709, No Obj: 0.000078, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764623, Class: 0.992313, Obj: 0.443019, No Obj: 0.000240, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.600630, Class: 0.996353, Obj: 0.149516, No Obj: 0.000061, .5R: 0.500000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779891, Class: 0.996211, Obj: 0.169072, No Obj: 0.000157, .5R: 1.000000, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.567399, Class: 0.993837, Obj: 0.037821, No Obj: 0.000057, .5R: 0.600000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.926769, Class: 0.999644, Obj: 0.603350, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.876488, Class: 0.998021, Obj: 0.269195, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.722059, Class: 0.994899, Obj: 0.096663, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.632973, Class: 0.997515, Obj: 0.522782, No Obj: 0.000375, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854633, Class: 0.998587, Obj: 0.403573, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3905: 0.384335, 0.345566 avg loss, 0.000010 rate, 3.901175 seconds, 249920 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.907430, Class: 0.997064, Obj: 0.134139, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.867108, Class: 0.999157, Obj: 0.649378, No Obj: 0.000405, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763541, Class: 0.991638, Obj: 0.213550, No Obj: 0.000221, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851338, Class: 0.996833, Obj: 0.025892, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751650, Class: 0.999106, Obj: 0.178672, No Obj: 0.000017, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788685, Class: 0.999616, Obj: 0.841598, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.751654, Class: 0.989023, Obj: 0.673297, No Obj: 0.000513, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.654743, Class: 0.950003, Obj: 0.017812, No Obj: 0.000177, .5R: 0.500000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.706845, Class: 0.994836, Obj: 0.363335, No Obj: 0.000093, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835773, Class: 0.996171, Obj: 0.238568, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.577849, Class: 0.998175, Obj: 0.114045, No Obj: 0.000079, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725126, Class: 0.996873, Obj: 0.201645, No Obj: 0.000076, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.690646, Class: 0.997303, Obj: 0.186935, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.668266, Class: 0.999759, Obj: 0.359239, No Obj: 0.000080, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000178, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.847771, Class: 0.998856, Obj: 0.197290, No Obj: 0.000135, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3906: 0.326331, 0.343642 avg loss, 0.000010 rate, 3.945369 seconds, 249984 images Loaded: 0.000042 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.808127, Class: 0.993209, Obj: 0.000628, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.681957, Class: 0.997534, Obj: 0.162101, No Obj: 0.000088, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826290, Class: 0.998626, Obj: 0.274375, No Obj: 0.000128, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.861883, Class: 0.998243, Obj: 0.304350, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.929146, Class: 0.984277, Obj: 0.560040, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.794163, Class: 0.999294, Obj: 0.139525, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.870173, Class: 0.999861, Obj: 0.917975, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.733268, Class: 0.993596, Obj: 0.783554, No Obj: 0.000266, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815885, Class: 0.998841, Obj: 0.138044, No Obj: 0.000037, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.775554, Class: 0.999765, Obj: 0.516431, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628302, Class: 0.997402, Obj: 0.084898, No Obj: 0.000118, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.734792, Class: 0.998890, Obj: 0.273470, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901295, Class: 0.998968, Obj: 0.803351, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.751208, Class: 0.996047, Obj: 0.099282, No Obj: 0.000119, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743165, Class: 0.996997, Obj: 0.209594, No Obj: 0.000082, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3907: 0.273646, 0.336643 avg loss, 0.000010 rate, 3.902966 seconds, 250048 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.715734, Class: 0.997127, Obj: 0.003441, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.671645, Class: 0.997277, Obj: 0.084032, No Obj: 0.000079, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.858884, Class: 0.994388, Obj: 0.016966, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728359, Class: 0.996269, Obj: 0.191995, No Obj: 0.000130, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843621, Class: 0.996822, Obj: 0.213496, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.806082, Class: 0.997236, Obj: 0.170480, No Obj: 0.000102, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.824598, Class: 0.999439, Obj: 0.877385, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.688085, Class: 0.990321, Obj: 0.492127, No Obj: 0.000185, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.817045, Class: 0.998928, Obj: 0.543404, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.680783, Class: 0.990910, Obj: 0.453825, No Obj: 0.000290, .5R: 1.000000, .75R: 0.000000, count: 3 Region 106 Avg IOU: 0.752919, Class: 0.997254, Obj: 0.284316, No Obj: 0.000092, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778116, Class: 0.993611, Obj: 0.520607, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.698013, Class: 0.997070, Obj: 0.111485, No Obj: 0.000158, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.778441, Class: 0.995097, Obj: 0.071309, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.725467, Class: 0.997296, Obj: 0.320544, No Obj: 0.000185, .5R: 0.833333, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3908: 0.462766, 0.349255 avg loss, 0.000010 rate, 3.906574 seconds, 250112 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.680455, Class: 0.997493, Obj: 0.328369, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.494463, Class: 0.978896, Obj: 0.000003, No Obj: 0.000018, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771480, Class: 0.996683, Obj: 0.224371, No Obj: 0.000291, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.784940, Class: 0.994911, Obj: 0.163143, No Obj: 0.000142, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000043, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.788652, Class: 0.996548, Obj: 0.478262, No Obj: 0.000292, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.857798, Class: 0.999173, Obj: 0.394760, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.763720, Class: 0.994640, Obj: 0.647387, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.722013, Class: 0.995952, Obj: 0.190654, No Obj: 0.000169, .5R: 0.909091, .75R: 0.454545, count: 11 Region 82 Avg IOU: 0.679282, Class: 0.981704, Obj: 0.000348, No Obj: 0.000009, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.902727, Class: 0.996551, Obj: 0.309641, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.728634, Class: 0.998038, Obj: 0.215047, No Obj: 0.000031, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729734, Class: 0.998370, Obj: 0.129272, No Obj: 0.000125, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718057, Class: 0.996145, Obj: 0.105298, No Obj: 0.000071, .5R: 0.833333, .75R: 0.500000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3909: 0.363048, 0.350634 avg loss, 0.000010 rate, 3.911899 seconds, 250176 images Loaded: 0.000031 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733924, Class: 0.997850, Obj: 0.175358, No Obj: 0.000075, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826171, Class: 0.998184, Obj: 0.197290, No Obj: 0.000125, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814500, Class: 0.997950, Obj: 0.261327, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.958508, Class: 0.985376, Obj: 0.028992, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795481, Class: 0.997424, Obj: 0.320898, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.831606, Class: 0.998404, Obj: 0.350648, No Obj: 0.000311, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.838654, Class: 0.997022, Obj: 0.495763, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.681590, Class: 0.996803, Obj: 0.299520, No Obj: 0.000174, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.740270, Class: 0.999611, Obj: 0.859957, No Obj: 0.000100, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.699342, Class: 0.997029, Obj: 0.358514, No Obj: 0.000077, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.742579, Class: 0.996291, Obj: 0.362807, No Obj: 0.000232, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.818240, Class: 0.994843, Obj: 0.188841, No Obj: 0.000127, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845412, Class: 0.986822, Obj: 0.314327, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.789829, Class: 0.999072, Obj: 0.266795, No Obj: 0.000167, .5R: 0.800000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3910: 0.337168, 0.349288 avg loss, 0.000010 rate, 3.915296 seconds, 250240 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000046, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.792917, Class: 0.998658, Obj: 0.033557, No Obj: 0.000046, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.814028, Class: 0.997886, Obj: 0.321674, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.905793, Class: 0.999810, Obj: 0.987571, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764577, Class: 0.998369, Obj: 0.424307, No Obj: 0.000204, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859667, Class: 0.999312, Obj: 0.583368, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.770844, Class: 0.997231, Obj: 0.214929, No Obj: 0.000237, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.660588, Class: 0.997791, Obj: 0.336688, No Obj: 0.000116, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831396, Class: 0.992627, Obj: 0.023832, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.653864, Class: 0.998621, Obj: 0.103484, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.789054, Class: 0.974796, Obj: 0.007203, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.815922, Class: 0.999825, Obj: 0.866447, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.571139, Class: 0.999604, Obj: 0.092447, No Obj: 0.000086, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817818, Class: 0.993676, Obj: 0.252444, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.767211, Class: 0.998730, Obj: 0.416160, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752392, Class: 0.999015, Obj: 0.160792, No Obj: 0.000107, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3911: 0.358216, 0.350180 avg loss, 0.000010 rate, 3.928620 seconds, 250304 images Loaded: 0.000062 seconds Region 82 Avg IOU: 0.451374, Class: 0.991870, Obj: 0.004294, No Obj: 0.000030, .5R: 0.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.806881, Class: 0.992241, Obj: 0.427825, No Obj: 0.000328, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.753881, Class: 0.997861, Obj: 0.466640, No Obj: 0.000122, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888266, Class: 0.992522, Obj: 0.053529, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790119, Class: 0.995755, Obj: 0.182572, No Obj: 0.000206, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: 0.615300, Class: 0.996300, Obj: 0.070625, No Obj: 0.000160, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797688, Class: 0.997674, Obj: 0.140180, No Obj: 0.000131, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772712, Class: 0.993095, Obj: 0.308459, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817697, Class: 0.998610, Obj: 0.261794, No Obj: 0.000148, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.839841, Class: 0.998100, Obj: 0.445688, No Obj: 0.000131, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819860, Class: 0.984838, Obj: 0.033617, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.778551, Class: 0.998866, Obj: 0.113463, No Obj: 0.000108, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916228, Class: 0.995168, Obj: 0.687032, No Obj: 0.000106, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.790122, Class: 0.998039, Obj: 0.420652, No Obj: 0.000200, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830564, Class: 0.999984, Obj: 0.596529, No Obj: 0.000045, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764679, Class: 0.997985, Obj: 0.032711, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3912: 0.397229, 0.354885 avg loss, 0.000010 rate, 3.908487 seconds, 250368 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825756, Class: 0.996222, Obj: 0.032462, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.750250, Class: 0.996159, Obj: 0.100102, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833575, Class: 0.997815, Obj: 0.391565, No Obj: 0.000161, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.744120, Class: 0.995565, Obj: 0.056587, No Obj: 0.000110, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.813123, Class: 0.999173, Obj: 0.278353, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.740800, Class: 0.996371, Obj: 0.075590, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000155, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716656, Class: 0.994436, Obj: 0.041084, No Obj: 0.000130, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748777, Class: 0.998431, Obj: 0.315892, No Obj: 0.000159, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.884728, Class: 0.996867, Obj: 0.449475, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.924863, Class: 0.999516, Obj: 0.951401, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731377, Class: 0.994607, Obj: 0.006298, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000236, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738235, Class: 0.995732, Obj: 0.572899, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711791, Class: 0.990572, Obj: 0.095642, No Obj: 0.000129, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.863952, Class: 0.996771, Obj: 0.352444, No Obj: 0.000161, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3913: 0.394364, 0.358833 avg loss, 0.000010 rate, 3.911961 seconds, 250432 images Loaded: 0.000046 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.706555, Class: 0.994431, Obj: 0.013549, No Obj: 0.000131, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.948190, Class: 0.997831, Obj: 0.613234, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810588, Class: 0.998378, Obj: 0.271561, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.738469, Class: 0.996923, Obj: 0.187959, No Obj: 0.000147, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.727016, Class: 0.992197, Obj: 0.335176, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.723276, Class: 0.999523, Obj: 0.033010, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.676937, Class: 0.998998, Obj: 0.306565, No Obj: 0.000101, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.841575, Class: 0.993137, Obj: 0.012289, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.723183, Class: 0.997475, Obj: 0.221828, No Obj: 0.000131, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.692636, Class: 0.994588, Obj: 0.087840, No Obj: 0.000064, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803898, Class: 0.998555, Obj: 0.462218, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.806387, Class: 0.998602, Obj: 0.463335, No Obj: 0.000250, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000096, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723071, Class: 0.996234, Obj: 0.510402, No Obj: 0.000257, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.270778, Class: 0.989078, Obj: 0.000680, No Obj: 0.000064, .5R: 0.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3914: 0.337736, 0.356723 avg loss, 0.000010 rate, 3.916737 seconds, 250496 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784124, Class: 0.992430, Obj: 0.506750, No Obj: 0.000273, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782822, Class: 0.997874, Obj: 0.053442, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827916, Class: 0.990382, Obj: 0.006049, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742087, Class: 0.999307, Obj: 0.051180, No Obj: 0.000138, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.739558, Class: 0.987406, Obj: 0.619134, No Obj: 0.000273, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.716220, Class: 0.992227, Obj: 0.259564, No Obj: 0.000109, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640619, Class: 0.996181, Obj: 0.009854, No Obj: 0.000061, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808504, Class: 0.998636, Obj: 0.324099, No Obj: 0.000129, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903315, Class: 0.995748, Obj: 0.531276, No Obj: 0.000239, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800798, Class: 0.997917, Obj: 0.116112, No Obj: 0.000098, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693251, Class: 0.997224, Obj: 0.155243, No Obj: 0.000105, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.725196, Class: 0.984909, Obj: 0.495137, No Obj: 0.000600, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000142, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.721451, Class: 0.998132, Obj: 0.300497, No Obj: 0.000058, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3915: 0.329836, 0.354035 avg loss, 0.000010 rate, 3.905626 seconds, 250560 images Loaded: 0.000059 seconds Region 82 Avg IOU: 0.651664, Class: 0.992977, Obj: 0.248470, No Obj: 0.000212, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.840446, Class: 0.994993, Obj: 0.255106, No Obj: 0.000466, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.768359, Class: 0.997954, Obj: 0.046560, No Obj: 0.000093, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000222, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765214, Class: 0.993638, Obj: 0.160460, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691539, Class: 0.995227, Obj: 0.150362, No Obj: 0.000083, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000123, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793941, Class: 0.997867, Obj: 0.155291, No Obj: 0.000141, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.906294, Class: 0.998724, Obj: 0.744593, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.884139, Class: 0.996759, Obj: 0.549965, No Obj: 0.000327, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.843576, Class: 0.997970, Obj: 0.274794, No Obj: 0.000259, .5R: 1.000000, .75R: 0.909091, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834704, Class: 0.999605, Obj: 0.691819, No Obj: 0.000225, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.650527, Class: 0.996498, Obj: 0.318679, No Obj: 0.000168, .5R: 0.857143, .75R: 0.142857, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765397, Class: 0.999643, Obj: 0.192647, No Obj: 0.000025, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.780593, Class: 0.986849, Obj: 0.008141, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.694417, Class: 0.997559, Obj: 0.065812, No Obj: 0.000126, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.795272, Class: 0.997697, Obj: 0.375824, No Obj: 0.000200, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3916: 0.468483, 0.365480 avg loss, 0.000010 rate, 3.904891 seconds, 250624 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832350, Class: 0.998364, Obj: 0.861014, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.802965, Class: 0.996561, Obj: 0.280872, No Obj: 0.000135, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.851722, Class: 0.983148, Obj: 0.095279, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.776697, Class: 0.991476, Obj: 0.097370, No Obj: 0.000083, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.632626, Class: 0.995147, Obj: 0.056713, No Obj: 0.000048, .5R: 0.800000, .75R: 0.000000, count: 5 Region 82 Avg IOU: 0.644404, Class: 0.995483, Obj: 0.069461, No Obj: 0.000068, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779107, Class: 0.997183, Obj: 0.290642, No Obj: 0.000117, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825568, Class: 0.997092, Obj: 0.410166, No Obj: 0.000268, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.826021, Class: 0.999050, Obj: 0.107622, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664315, Class: 0.994622, Obj: 0.149330, No Obj: 0.000186, .5R: 0.818182, .75R: 0.363636, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.817813, Class: 0.999231, Obj: 0.294835, No Obj: 0.000097, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787523, Class: 0.999769, Obj: 0.804267, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785488, Class: 0.995954, Obj: 0.269252, No Obj: 0.000194, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766588, Class: 0.997438, Obj: 0.270450, No Obj: 0.000127, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3917: 0.420092, 0.370941 avg loss, 0.000010 rate, 3.913458 seconds, 250688 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862654, Class: 0.998796, Obj: 0.399373, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.777182, Class: 0.999383, Obj: 0.194664, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831781, Class: 0.998032, Obj: 0.539513, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.791504, Class: 0.995314, Obj: 0.182265, No Obj: 0.000109, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.641180, Class: 0.989545, Obj: 0.231713, No Obj: 0.000294, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.894042, Class: 0.999212, Obj: 0.827047, No Obj: 0.000410, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.803368, Class: 0.998409, Obj: 0.305482, No Obj: 0.000100, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806533, Class: 0.992548, Obj: 0.197791, No Obj: 0.000138, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693365, Class: 0.996612, Obj: 0.055372, No Obj: 0.000060, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.889683, Class: 0.993800, Obj: 0.220964, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845056, Class: 0.999865, Obj: 0.955513, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843376, Class: 0.999599, Obj: 0.680768, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.843298, Class: 0.993895, Obj: 0.202906, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.764943, Class: 0.997911, Obj: 0.555252, No Obj: 0.000250, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.893602, Class: 0.997928, Obj: 0.498390, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.536579, Class: 0.995588, Obj: 0.030004, No Obj: 0.000018, .5R: 1.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3918: 0.245256, 0.358372 avg loss, 0.000010 rate, 3.915095 seconds, 250752 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744906, Class: 0.998117, Obj: 0.360874, No Obj: 0.000264, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.780554, Class: 0.998903, Obj: 0.176248, No Obj: 0.000086, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.689744, Class: 0.997009, Obj: 0.961654, No Obj: 0.000168, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.826375, Class: 0.997965, Obj: 0.331171, No Obj: 0.000135, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.757060, Class: 0.997980, Obj: 0.611341, No Obj: 0.000179, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769187, Class: 0.995463, Obj: 0.101900, No Obj: 0.000139, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855269, Class: 0.997800, Obj: 0.443080, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691015, Class: 0.995517, Obj: 0.274777, No Obj: 0.000170, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725254, Class: 0.998642, Obj: 0.162863, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.780897, Class: 0.997304, Obj: 0.163826, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851616, Class: 0.998299, Obj: 0.511072, No Obj: 0.000261, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.677113, Class: 0.995362, Obj: 0.157089, No Obj: 0.000173, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000050, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.736395, Class: 0.993193, Obj: 0.502143, No Obj: 0.000143, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795677, Class: 0.997861, Obj: 0.291866, No Obj: 0.000198, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: 0.748132, Class: 0.997232, Obj: 0.029469, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838779, Class: 0.998867, Obj: 0.206176, No Obj: 0.000077, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3919: 0.372188, 0.359754 avg loss, 0.000010 rate, 3.928627 seconds, 250816 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000218, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849290, Class: 0.998115, Obj: 0.718397, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.849653, Class: 0.998062, Obj: 0.064574, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.672960, Class: 0.997007, Obj: 0.018847, No Obj: 0.000050, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.616794, Class: 0.997079, Obj: 0.043528, No Obj: 0.000056, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.808173, Class: 0.998809, Obj: 0.588512, No Obj: 0.000151, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819683, Class: 0.992585, Obj: 0.029750, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.557732, Class: 0.999259, Obj: 0.003615, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000106, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797309, Class: 0.996643, Obj: 0.568611, No Obj: 0.000378, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.735861, Class: 0.998321, Obj: 0.357720, No Obj: 0.000171, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.739167, Class: 0.999437, Obj: 0.731791, No Obj: 0.000187, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.747689, Class: 0.996594, Obj: 0.160142, No Obj: 0.000304, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.871855, Class: 0.999607, Obj: 0.537284, No Obj: 0.000089, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801182, Class: 0.998622, Obj: 0.375875, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000069, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827655, Class: 0.992560, Obj: 0.011528, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3920: 0.282378, 0.352016 avg loss, 0.000010 rate, 3.919409 seconds, 250880 images Loaded: 0.000058 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863633, Class: 0.993553, Obj: 0.008418, No Obj: 0.000046, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.786763, Class: 0.996846, Obj: 0.305679, No Obj: 0.000143, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728328, Class: 0.993895, Obj: 0.585631, No Obj: 0.000183, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.794103, Class: 0.999098, Obj: 0.032042, No Obj: 0.000066, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000415, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869763, Class: 0.998794, Obj: 0.273622, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840313, Class: 0.994479, Obj: 0.026004, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000240, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.691092, Class: 0.997340, Obj: 0.025927, No Obj: 0.000211, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.706791, Class: 0.996491, Obj: 0.251546, No Obj: 0.000208, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000175, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751417, Class: 0.986091, Obj: 0.023510, No Obj: 0.000252, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.767721, Class: 0.998269, Obj: 0.142417, No Obj: 0.000098, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.799513, Class: 0.989150, Obj: 0.001968, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.733621, Class: 0.995545, Obj: 0.118859, No Obj: 0.000078, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802126, Class: 0.997614, Obj: 0.386650, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.785615, Class: 0.998593, Obj: 0.424558, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749066, Class: 0.999125, Obj: 0.417924, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.773024, Class: 0.999158, Obj: 0.168157, No Obj: 0.000033, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3921: 0.385716, 0.355386 avg loss, 0.000010 rate, 3.906523 seconds, 250944 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919081, Class: 0.999538, Obj: 0.433287, No Obj: 0.000102, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.656308, Class: 0.998042, Obj: 0.098185, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797153, Class: 0.997869, Obj: 0.268438, No Obj: 0.000108, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.834652, Class: 0.995778, Obj: 0.130869, No Obj: 0.000059, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.793955, Class: 0.997933, Obj: 0.360788, No Obj: 0.000223, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.745293, Class: 0.997542, Obj: 0.241557, No Obj: 0.000144, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.651714, Class: 0.997528, Obj: 0.320855, No Obj: 0.000124, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.814959, Class: 0.997934, Obj: 0.190382, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000202, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784339, Class: 0.987021, Obj: 0.087286, No Obj: 0.000272, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.747461, Class: 0.996293, Obj: 0.045999, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803351, Class: 0.997339, Obj: 0.176362, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729364, Class: 0.994847, Obj: 0.175518, No Obj: 0.000153, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3922: 0.380576, 0.357905 avg loss, 0.000010 rate, 3.922987 seconds, 251008 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000095, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784669, Class: 0.995286, Obj: 0.007155, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.802948, Class: 0.998869, Obj: 0.220947, No Obj: 0.000085, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.636321, Class: 0.996360, Obj: 0.192809, No Obj: 0.000191, .5R: 0.666667, .75R: 0.444444, count: 9 Region 82 Avg IOU: 0.828166, Class: 0.994193, Obj: 0.546509, No Obj: 0.000578, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.798346, Class: 0.998013, Obj: 0.004744, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.742572, Class: 0.993477, Obj: 0.060725, No Obj: 0.000087, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000420, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750553, Class: 0.995438, Obj: 0.039589, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.596895, Class: 0.985151, Obj: 0.185636, No Obj: 0.000175, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.730650, Class: 0.988252, Obj: 0.118135, No Obj: 0.000056, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.765070, Class: 0.994133, Obj: 0.230812, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798100, Class: 0.998299, Obj: 0.275435, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.667523, Class: 0.989138, Obj: 0.247397, No Obj: 0.000454, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779966, Class: 0.995372, Obj: 0.237105, No Obj: 0.000085, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.772545, Class: 0.997874, Obj: 0.007975, No Obj: 0.000037, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3923: 0.449680, 0.367083 avg loss, 0.000010 rate, 3.907508 seconds, 251072 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000256, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.558473, Class: 0.980568, Obj: 0.154651, No Obj: 0.000033, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.694049, Class: 0.997229, Obj: 0.216857, No Obj: 0.000096, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000275, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867626, Class: 0.997238, Obj: 0.195760, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.792197, Class: 0.994642, Obj: 0.030211, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.756462, Class: 0.998494, Obj: 0.557392, No Obj: 0.000207, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.804787, Class: 0.997528, Obj: 0.492912, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.901146, Class: 0.998265, Obj: 0.178604, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.761010, Class: 0.995873, Obj: 0.003459, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870881, Class: 0.999532, Obj: 0.754220, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734006, Class: 0.998397, Obj: 0.369405, No Obj: 0.000169, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804548, Class: 0.997388, Obj: 0.482488, No Obj: 0.000178, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.753076, Class: 0.996483, Obj: 0.030342, No Obj: 0.000101, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.834108, Class: 0.992245, Obj: 0.254543, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.797988, Class: 0.996428, Obj: 0.576708, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.832043, Class: 0.997592, Obj: 0.263397, No Obj: 0.000196, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865694, Class: 0.999577, Obj: 0.932740, No Obj: 0.000139, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838845, Class: 0.999105, Obj: 0.371809, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3924: 0.339034, 0.364278 avg loss, 0.000010 rate, 3.932401 seconds, 251136 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.838954, Class: 0.999429, Obj: 0.348060, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.873914, Class: 0.999599, Obj: 0.047837, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.703921, Class: 0.996553, Obj: 0.256569, No Obj: 0.000070, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836599, Class: 0.984696, Obj: 0.284768, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734532, Class: 0.998269, Obj: 0.221587, No Obj: 0.000149, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.773707, Class: 0.999046, Obj: 0.305094, No Obj: 0.000080, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.746210, Class: 0.999117, Obj: 0.244613, No Obj: 0.000081, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.869100, Class: 0.998979, Obj: 0.861753, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.855800, Class: 0.999176, Obj: 0.084541, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907176, Class: 0.999888, Obj: 0.349072, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826237, Class: 0.996661, Obj: 0.216485, No Obj: 0.000191, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.828429, Class: 0.997068, Obj: 0.248904, No Obj: 0.000072, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898120, Class: 0.993750, Obj: 0.515647, No Obj: 0.000401, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727165, Class: 0.999275, Obj: 0.054985, No Obj: 0.000067, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791150, Class: 0.992388, Obj: 0.096761, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628322, Class: 0.993765, Obj: 0.072040, No Obj: 0.000058, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3925: 0.344959, 0.362346 avg loss, 0.000010 rate, 3.928652 seconds, 251200 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.777303, Class: 0.978235, Obj: 0.003779, No Obj: 0.000048, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793182, Class: 0.994929, Obj: 0.173173, No Obj: 0.000100, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.738103, Class: 0.998132, Obj: 0.064040, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.745686, Class: 0.999704, Obj: 0.796972, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.670577, Class: 0.999612, Obj: 0.133871, No Obj: 0.000076, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838857, Class: 0.998914, Obj: 0.711894, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856160, Class: 0.996215, Obj: 0.461134, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.782197, Class: 0.997182, Obj: 0.088911, No Obj: 0.000058, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800510, Class: 0.998293, Obj: 0.272953, No Obj: 0.000101, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806234, Class: 0.999199, Obj: 0.233206, No Obj: 0.000183, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701951, Class: 0.998758, Obj: 0.314635, No Obj: 0.000102, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000332, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.431333, Class: 0.995810, Obj: 0.000030, No Obj: 0.000024, .5R: 0.000000, .75R: 0.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3926: 0.247988, 0.350910 avg loss, 0.000010 rate, 3.922248 seconds, 251264 images Loaded: 0.000054 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.859519, Class: 0.995730, Obj: 0.651335, No Obj: 0.000476, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.756845, Class: 0.996091, Obj: 0.143708, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: 0.678902, Class: 0.999535, Obj: 0.924889, No Obj: 0.000265, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.765557, Class: 0.999440, Obj: 0.521902, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.777674, Class: 0.999328, Obj: 0.267575, No Obj: 0.000139, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800274, Class: 0.993773, Obj: 0.082865, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.613345, Class: 0.993686, Obj: 0.087418, No Obj: 0.000096, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.872812, Class: 0.998244, Obj: 0.687225, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715940, Class: 0.997456, Obj: 0.099146, No Obj: 0.000037, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813732, Class: 0.999299, Obj: 0.441770, No Obj: 0.000230, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.714270, Class: 0.993781, Obj: 0.178778, No Obj: 0.000165, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765676, Class: 0.997493, Obj: 0.132484, No Obj: 0.000064, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000242, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821955, Class: 0.996496, Obj: 0.411143, No Obj: 0.000289, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.763592, Class: 0.996801, Obj: 0.251552, No Obj: 0.000114, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.611255, Class: 0.998644, Obj: 0.078645, No Obj: 0.000076, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3927: 0.491531, 0.364972 avg loss, 0.000010 rate, 3.925126 seconds, 251328 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.815574, Class: 0.991764, Obj: 0.133645, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.702346, Class: 0.996614, Obj: 0.182876, No Obj: 0.000132, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819024, Class: 0.991853, Obj: 0.312187, No Obj: 0.000094, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.684498, Class: 0.997662, Obj: 0.126994, No Obj: 0.000052, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705688, Class: 0.996420, Obj: 0.203431, No Obj: 0.000063, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.753363, Class: 0.999795, Obj: 0.366852, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.843514, Class: 0.996862, Obj: 0.186806, No Obj: 0.000084, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000138, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847722, Class: 0.996709, Obj: 0.361561, No Obj: 0.000176, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.745551, Class: 0.996672, Obj: 0.394753, No Obj: 0.000220, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.748256, Class: 0.971819, Obj: 0.009702, No Obj: 0.000023, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.648901, Class: 0.999877, Obj: 0.188882, No Obj: 0.000032, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.907366, Class: 0.999845, Obj: 0.715194, No Obj: 0.000219, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764382, Class: 0.997821, Obj: 0.096821, No Obj: 0.000087, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.680622, Class: 0.997380, Obj: 0.081139, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.852314, Class: 0.993422, Obj: 0.286087, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789717, Class: 0.998822, Obj: 0.188867, No Obj: 0.000114, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3928: 0.368226, 0.365298 avg loss, 0.000010 rate, 3.922262 seconds, 251392 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.670110, Class: 0.997236, Obj: 0.198279, No Obj: 0.000072, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689370, Class: 0.999229, Obj: 0.510831, No Obj: 0.000102, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.846349, Class: 0.996598, Obj: 0.175218, No Obj: 0.000103, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.700305, Class: 0.994615, Obj: 0.262325, No Obj: 0.000047, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.750167, Class: 0.988434, Obj: 0.384203, No Obj: 0.000557, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.905387, Class: 0.999253, Obj: 0.163762, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.744958, Class: 0.993896, Obj: 0.085353, No Obj: 0.000088, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.697291, Class: 0.996996, Obj: 0.469431, No Obj: 0.000218, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.908001, Class: 0.999133, Obj: 0.102475, No Obj: 0.000123, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.854995, Class: 0.999432, Obj: 0.130337, No Obj: 0.000137, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.578623, Class: 0.999679, Obj: 0.025144, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.852160, Class: 0.997611, Obj: 0.468774, No Obj: 0.000336, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.810827, Class: 0.998092, Obj: 0.062833, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3929: 0.222637, 0.351032 avg loss, 0.000010 rate, 3.914312 seconds, 251456 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.787721, Class: 0.998653, Obj: 0.397105, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669777, Class: 0.997170, Obj: 0.110409, No Obj: 0.000089, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.844973, Class: 0.998441, Obj: 0.638295, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845780, Class: 0.991750, Obj: 0.094641, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.715254, Class: 0.999422, Obj: 0.540998, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: 0.781697, Class: 0.986708, Obj: 0.318707, No Obj: 0.000218, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857271, Class: 0.999460, Obj: 0.630991, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.825496, Class: 0.993270, Obj: 0.672189, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.739178, Class: 0.996570, Obj: 0.081089, No Obj: 0.000113, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.632581, Class: 0.995522, Obj: 0.074163, No Obj: 0.000270, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.866920, Class: 0.996674, Obj: 0.839607, No Obj: 0.000365, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.810687, Class: 0.997552, Obj: 0.183504, No Obj: 0.000108, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874073, Class: 0.997817, Obj: 0.674435, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3930: 0.230167, 0.338945 avg loss, 0.000010 rate, 3.907944 seconds, 251520 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900858, Class: 0.999970, Obj: 0.830050, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.838126, Class: 0.998659, Obj: 0.249741, No Obj: 0.000176, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.798909, Class: 0.976515, Obj: 0.340262, No Obj: 0.000774, .5R: 1.000000, .75R: 1.000000, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000247, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.833646, Class: 0.997403, Obj: 0.225079, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: 0.709449, Class: 0.997896, Obj: 0.073599, No Obj: 0.000041, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.754287, Class: 0.998188, Obj: 0.611297, No Obj: 0.000209, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.689643, Class: 0.993245, Obj: 0.022508, No Obj: 0.000060, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857706, Class: 0.999228, Obj: 0.017623, No Obj: 0.000011, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.784636, Class: 0.998485, Obj: 0.192011, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774669, Class: 0.992610, Obj: 0.408965, No Obj: 0.000331, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.816046, Class: 0.998724, Obj: 0.581847, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.887842, Class: 0.998743, Obj: 0.240965, No Obj: 0.000022, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756030, Class: 0.989379, Obj: 0.392663, No Obj: 0.000434, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.807321, Class: 0.998870, Obj: 0.113064, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000141, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.718167, Class: 0.995811, Obj: 0.044682, No Obj: 0.000101, .5R: 1.000000, .75R: 0.333333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3931: 0.329278, 0.337978 avg loss, 0.000010 rate, 3.920942 seconds, 251584 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902735, Class: 0.997859, Obj: 0.370134, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757750, Class: 0.995980, Obj: 0.213920, No Obj: 0.000064, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754988, Class: 0.999385, Obj: 0.623341, No Obj: 0.000276, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.783057, Class: 0.997531, Obj: 0.237176, No Obj: 0.000175, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.908511, Class: 0.999230, Obj: 0.463963, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.702050, Class: 0.998728, Obj: 0.260811, No Obj: 0.000065, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.798795, Class: 0.996849, Obj: 0.177072, No Obj: 0.000073, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817318, Class: 0.998452, Obj: 0.490720, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.675566, Class: 0.994939, Obj: 0.194649, No Obj: 0.000140, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.902376, Class: 0.998649, Obj: 0.401894, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.862061, Class: 0.991058, Obj: 0.099241, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818394, Class: 0.999533, Obj: 0.722220, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821875, Class: 0.997770, Obj: 0.234398, No Obj: 0.000137, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672691, Class: 0.992858, Obj: 0.237935, No Obj: 0.000074, .5R: 0.750000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3932: 0.299544, 0.334135 avg loss, 0.000010 rate, 3.926746 seconds, 251648 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.805730, Class: 0.998487, Obj: 0.551641, No Obj: 0.000280, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.860631, Class: 0.997391, Obj: 0.255904, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798063, Class: 0.996600, Obj: 0.317595, No Obj: 0.000092, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.956400, Class: 0.999496, Obj: 0.749814, No Obj: 0.000360, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.855639, Class: 0.994634, Obj: 0.658580, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768909, Class: 0.993237, Obj: 0.312554, No Obj: 0.000098, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.785431, Class: 0.976656, Obj: 0.585211, No Obj: 0.000427, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.712503, Class: 0.993735, Obj: 0.586947, No Obj: 0.000361, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797590, Class: 0.997204, Obj: 0.294181, No Obj: 0.000091, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.634988, Class: 0.995497, Obj: 0.294519, No Obj: 0.000220, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.722103, Class: 0.997498, Obj: 0.213468, No Obj: 0.000084, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.708269, Class: 0.995855, Obj: 0.402776, No Obj: 0.000159, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857861, Class: 0.997521, Obj: 0.955109, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.665716, Class: 0.998893, Obj: 0.400567, No Obj: 0.000137, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000038, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.877808, Class: 0.998549, Obj: 0.294898, No Obj: 0.000265, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.642476, Class: 0.995942, Obj: 0.210877, No Obj: 0.000113, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.756973, Class: 0.997576, Obj: 0.353842, No Obj: 0.000243, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.714362, Class: 0.997412, Obj: 0.151635, No Obj: 0.000185, .5R: 0.875000, .75R: 0.500000, count: 8 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3933: 0.376882, 0.338410 avg loss, 0.000010 rate, 3.920299 seconds, 251712 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000074, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.754066, Class: 0.996161, Obj: 0.145146, No Obj: 0.000091, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881476, Class: 0.999724, Obj: 0.694913, No Obj: 0.000081, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.450738, Class: 0.997739, Obj: 0.187283, No Obj: 0.000095, .5R: 0.333333, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821414, Class: 0.999324, Obj: 0.881980, No Obj: 0.000193, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.657704, Class: 0.997024, Obj: 0.071718, No Obj: 0.000059, .5R: 1.000000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828974, Class: 0.994631, Obj: 0.283418, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.794044, Class: 0.998991, Obj: 0.353891, No Obj: 0.000145, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: 0.535030, Class: 0.960809, Obj: 0.000124, No Obj: 0.000003, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.710271, Class: 0.997683, Obj: 0.281548, No Obj: 0.000091, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.799421, Class: 0.997143, Obj: 0.227187, No Obj: 0.000113, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000156, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.766144, Class: 0.993455, Obj: 0.336448, No Obj: 0.000286, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.928149, Class: 0.998764, Obj: 0.389039, No Obj: 0.000066, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.730886, Class: 0.997984, Obj: 0.574405, No Obj: 0.000333, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.817634, Class: 0.983849, Obj: 0.305390, No Obj: 0.000304, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.816741, Class: 0.999144, Obj: 0.539797, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3934: 0.348344, 0.339403 avg loss, 0.000010 rate, 3.926973 seconds, 251776 images Loaded: 0.000041 seconds Region 82 Avg IOU: 0.897035, Class: 0.993444, Obj: 0.138662, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.564743, Class: 0.994653, Obj: 0.659555, No Obj: 0.000181, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.696566, Class: 0.997496, Obj: 0.155829, No Obj: 0.000092, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.915118, Class: 0.999196, Obj: 0.760948, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.826647, Class: 0.996915, Obj: 0.245202, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807820, Class: 0.996210, Obj: 0.160592, No Obj: 0.000125, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.749368, Class: 0.995349, Obj: 0.002135, No Obj: 0.000014, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.714540, Class: 0.992741, Obj: 0.596358, No Obj: 0.000420, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.666305, Class: 0.993878, Obj: 0.067815, No Obj: 0.000110, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817308, Class: 0.991497, Obj: 0.437572, No Obj: 0.000182, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.755012, Class: 0.998782, Obj: 0.482464, No Obj: 0.000170, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: 0.827620, Class: 0.999310, Obj: 0.276880, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.746586, Class: 0.997795, Obj: 0.002213, No Obj: 0.000044, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774141, Class: 0.998877, Obj: 0.486529, No Obj: 0.000156, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.700806, Class: 0.998115, Obj: 0.383471, No Obj: 0.000200, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.822778, Class: 0.999045, Obj: 0.452051, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.866983, Class: 0.999662, Obj: 0.183351, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3935: 0.346104, 0.340073 avg loss, 0.000010 rate, 3.929249 seconds, 251840 images Loaded: 0.000061 seconds Region 82 Avg IOU: 0.774298, Class: 0.998207, Obj: 0.240743, No Obj: 0.000213, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835293, Class: 0.997590, Obj: 0.154428, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000099, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.822264, Class: 0.998969, Obj: 0.257186, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.799298, Class: 0.998094, Obj: 0.104752, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000080, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.767619, Class: 0.997994, Obj: 0.242315, No Obj: 0.000093, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.903605, Class: 0.999542, Obj: 0.946773, No Obj: 0.000277, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000161, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.865696, Class: 0.995010, Obj: 0.008012, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.752956, Class: 0.991332, Obj: 0.739375, No Obj: 0.000462, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789718, Class: 0.999824, Obj: 0.827828, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.885393, Class: 0.994292, Obj: 0.159655, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720416, Class: 0.996414, Obj: 0.088673, No Obj: 0.000065, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.902053, Class: 0.998268, Obj: 0.801458, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773089, Class: 0.999316, Obj: 0.403867, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3936: 0.229656, 0.329032 avg loss, 0.000010 rate, 3.913681 seconds, 251904 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843568, Class: 0.995274, Obj: 0.593337, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849346, Class: 0.999375, Obj: 0.182086, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000289, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883692, Class: 0.999808, Obj: 0.938639, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699234, Class: 0.998303, Obj: 0.127124, No Obj: 0.000092, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856398, Class: 0.999727, Obj: 0.703435, No Obj: 0.000129, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.838208, Class: 0.998742, Obj: 0.675732, No Obj: 0.000362, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.729050, Class: 0.998674, Obj: 0.112465, No Obj: 0.000087, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807746, Class: 0.999068, Obj: 0.656279, No Obj: 0.000129, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000111, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788697, Class: 0.997507, Obj: 0.042426, No Obj: 0.000053, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.540604, Class: 0.996904, Obj: 0.277523, No Obj: 0.000144, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.612461, Class: 0.999456, Obj: 0.199666, No Obj: 0.000048, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776601, Class: 0.993088, Obj: 0.490910, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.714189, Class: 0.992439, Obj: 0.004799, No Obj: 0.000042, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3937: 0.211685, 0.317297 avg loss, 0.000010 rate, 3.917934 seconds, 251968 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000055, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793348, Class: 0.997220, Obj: 0.295211, No Obj: 0.000184, .5R: 1.000000, .75R: 0.800000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867458, Class: 0.997280, Obj: 0.353455, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.676694, Class: 0.997831, Obj: 0.048145, No Obj: 0.000146, .5R: 1.000000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000327, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863477, Class: 0.999591, Obj: 0.702124, No Obj: 0.000253, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.852177, Class: 0.999547, Obj: 0.254634, No Obj: 0.000109, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.829424, Class: 0.977344, Obj: 0.096395, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.791340, Class: 0.998749, Obj: 0.030440, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.631218, Class: 0.997276, Obj: 0.272908, No Obj: 0.000063, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847162, Class: 0.999903, Obj: 0.557996, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754871, Class: 0.997792, Obj: 0.306355, No Obj: 0.000202, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852992, Class: 0.997516, Obj: 0.229167, No Obj: 0.000190, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.849252, Class: 0.996632, Obj: 0.787540, No Obj: 0.000308, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.774115, Class: 0.995036, Obj: 0.101377, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.800036, Class: 0.998269, Obj: 0.126694, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833580, Class: 0.999473, Obj: 0.826987, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867364, Class: 0.999134, Obj: 0.226970, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3938: 0.385311, 0.324098 avg loss, 0.000010 rate, 3.918857 seconds, 252032 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774120, Class: 0.998200, Obj: 0.339259, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.894715, Class: 0.998995, Obj: 0.511068, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779833, Class: 0.998942, Obj: 0.187719, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.790243, Class: 0.997284, Obj: 0.214280, No Obj: 0.000404, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.901859, Class: 0.998516, Obj: 0.200889, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.779272, Class: 0.998677, Obj: 0.224341, No Obj: 0.000139, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.857051, Class: 0.998618, Obj: 0.451251, No Obj: 0.000109, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770049, Class: 0.999487, Obj: 0.224261, No Obj: 0.000028, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.708252, Class: 0.987439, Obj: 0.001384, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.704371, Class: 0.998058, Obj: 0.034716, No Obj: 0.000066, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813867, Class: 0.990242, Obj: 0.029954, No Obj: 0.000116, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.839867, Class: 0.995063, Obj: 0.115460, No Obj: 0.000077, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751401, Class: 0.987328, Obj: 0.357160, No Obj: 0.000249, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.799312, Class: 0.998322, Obj: 0.183938, No Obj: 0.000144, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3939: 0.245985, 0.316287 avg loss, 0.000010 rate, 3.923220 seconds, 252096 images Loaded: 0.000058 seconds Region 82 Avg IOU: 0.664273, Class: 0.991509, Obj: 0.789087, No Obj: 0.000541, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.829892, Class: 0.999859, Obj: 0.823609, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747627, Class: 0.995962, Obj: 0.227288, No Obj: 0.000088, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883970, Class: 0.996570, Obj: 0.382272, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843943, Class: 0.996198, Obj: 0.817900, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.674089, Class: 0.996724, Obj: 0.085047, No Obj: 0.000099, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738539, Class: 0.995014, Obj: 0.932890, No Obj: 0.000180, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.850572, Class: 0.998084, Obj: 0.267022, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816454, Class: 0.999932, Obj: 0.736893, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.669665, Class: 0.998285, Obj: 0.101351, No Obj: 0.000133, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.664841, Class: 0.993752, Obj: 0.101699, No Obj: 0.000107, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: 0.740504, Class: 0.998852, Obj: 0.500999, No Obj: 0.000366, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.827971, Class: 0.999031, Obj: 0.438422, No Obj: 0.000099, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.714864, Class: 0.998437, Obj: 0.037179, No Obj: 0.000358, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.779199, Class: 0.996210, Obj: 0.570258, No Obj: 0.000274, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.817198, Class: 0.997655, Obj: 0.249448, No Obj: 0.000106, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3940: 0.374033, 0.322062 avg loss, 0.000010 rate, 3.924450 seconds, 252160 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.689236, Class: 0.997749, Obj: 0.303258, No Obj: 0.000091, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867767, Class: 0.997787, Obj: 0.361498, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.578574, Class: 0.996242, Obj: 0.250486, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682823, Class: 0.998699, Obj: 0.136804, No Obj: 0.000053, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.711143, Class: 0.997762, Obj: 0.214859, No Obj: 0.000186, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824963, Class: 0.997880, Obj: 0.348519, No Obj: 0.000150, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.913745, Class: 0.992342, Obj: 0.015568, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.651854, Class: 0.995004, Obj: 0.146141, No Obj: 0.000102, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000068, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.832409, Class: 0.996372, Obj: 0.004273, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867657, Class: 0.998804, Obj: 0.516239, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.691468, Class: 0.996049, Obj: 0.172658, No Obj: 0.000115, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000085, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.645768, Class: 0.983491, Obj: 0.373129, No Obj: 0.000136, .5R: 0.800000, .75R: 0.200000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3941: 0.408073, 0.330663 avg loss, 0.000010 rate, 3.927921 seconds, 252224 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.895910, Class: 0.998699, Obj: 0.020428, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882685, Class: 0.998999, Obj: 0.606550, No Obj: 0.000220, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.659430, Class: 0.996255, Obj: 0.227432, No Obj: 0.000157, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851056, Class: 0.999534, Obj: 0.803128, No Obj: 0.000359, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.817561, Class: 0.997856, Obj: 0.228432, No Obj: 0.000102, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823698, Class: 0.998081, Obj: 0.676962, No Obj: 0.000302, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.819141, Class: 0.997990, Obj: 0.166272, No Obj: 0.000111, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.755785, Class: 0.996019, Obj: 0.639593, No Obj: 0.000512, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.922646, Class: 0.999818, Obj: 0.469692, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761333, Class: 0.997417, Obj: 0.251786, No Obj: 0.000100, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000180, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855889, Class: 0.999160, Obj: 0.207891, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000308, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.728470, Class: 0.994311, Obj: 0.479984, No Obj: 0.000186, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.725139, Class: 0.997821, Obj: 0.284497, No Obj: 0.000149, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.796229, Class: 0.994691, Obj: 0.372706, No Obj: 0.000150, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.764682, Class: 0.998417, Obj: 0.101141, No Obj: 0.000082, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3942: 0.281005, 0.325697 avg loss, 0.000010 rate, 3.922086 seconds, 252288 images Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.901800, Class: 0.999895, Obj: 0.615776, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659503, Class: 0.994979, Obj: 0.177115, No Obj: 0.000260, .5R: 0.916667, .75R: 0.250000, count: 12 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803602, Class: 0.996254, Obj: 0.034725, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823328, Class: 0.996321, Obj: 0.224266, No Obj: 0.000196, .5R: 1.000000, .75R: 0.875000, count: 8 Region 82 Avg IOU: 0.783041, Class: 0.996962, Obj: 0.232019, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000033, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762417, Class: 0.997734, Obj: 0.361392, No Obj: 0.000078, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814492, Class: 0.998690, Obj: 0.325076, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.671948, Class: 0.995983, Obj: 0.184857, No Obj: 0.000121, .5R: 1.000000, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789019, Class: 0.991324, Obj: 0.588130, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.828279, Class: 0.997490, Obj: 0.418845, No Obj: 0.000065, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.816542, Class: 0.997836, Obj: 0.724014, No Obj: 0.000569, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.763329, Class: 0.990269, Obj: 0.003916, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.654232, Class: 0.997712, Obj: 0.174294, No Obj: 0.000112, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.541778, Class: 0.990739, Obj: 0.097361, No Obj: 0.000061, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.682659, Class: 0.989695, Obj: 0.124823, No Obj: 0.000093, .5R: 0.857143, .75R: 0.428571, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3943: 0.474762, 0.340603 avg loss, 0.000010 rate, 3.907663 seconds, 252352 images Loaded: 0.000065 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830174, Class: 0.999931, Obj: 0.100038, No Obj: 0.000052, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.676392, Class: 0.997292, Obj: 0.239647, No Obj: 0.000214, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785175, Class: 0.999731, Obj: 0.580658, No Obj: 0.000260, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.639801, Class: 0.994569, Obj: 0.026875, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889418, Class: 0.992379, Obj: 0.296806, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785308, Class: 0.997685, Obj: 0.501863, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898314, Class: 0.999549, Obj: 0.959620, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.646216, Class: 0.996431, Obj: 0.221434, No Obj: 0.000158, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.672929, Class: 0.997199, Obj: 0.143354, No Obj: 0.000076, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.626998, Class: 0.995743, Obj: 0.034494, No Obj: 0.000142, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.807727, Class: 0.997468, Obj: 0.482042, No Obj: 0.000324, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.770729, Class: 0.997811, Obj: 0.157202, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.886975, Class: 0.994004, Obj: 0.102615, No Obj: 0.000090, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623325, Class: 0.998195, Obj: 0.005155, No Obj: 0.000022, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.734856, Class: 0.998639, Obj: 0.859083, No Obj: 0.000707, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000070, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728185, Class: 0.999475, Obj: 0.496261, No Obj: 0.000088, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3944: 0.344708, 0.341014 avg loss, 0.000010 rate, 3.925114 seconds, 252416 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.830233, Class: 0.997324, Obj: 0.265283, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.821803, Class: 0.999297, Obj: 0.355796, No Obj: 0.000165, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869123, Class: 0.988763, Obj: 0.190363, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.825149, Class: 0.998997, Obj: 0.425165, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.764862, Class: 0.995482, Obj: 0.559460, No Obj: 0.000563, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674183, Class: 0.996451, Obj: 0.023021, No Obj: 0.000096, .5R: 1.000000, .75R: 0.200000, count: 5 Region 82 Avg IOU: 0.875005, Class: 0.999758, Obj: 0.872202, No Obj: 0.000303, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.762818, Class: 0.999643, Obj: 0.576992, No Obj: 0.000235, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.806582, Class: 0.998931, Obj: 0.488660, No Obj: 0.000145, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.804595, Class: 0.996630, Obj: 0.662005, No Obj: 0.000044, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816525, Class: 0.996212, Obj: 0.172069, No Obj: 0.000105, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.808043, Class: 0.999609, Obj: 0.835991, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.823807, Class: 0.995941, Obj: 0.126139, No Obj: 0.000212, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.686732, Class: 0.993042, Obj: 0.120819, No Obj: 0.000060, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.819297, Class: 0.996557, Obj: 0.292800, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.819144, Class: 0.993944, Obj: 0.075926, No Obj: 0.000246, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.825278, Class: 0.999365, Obj: 0.433268, No Obj: 0.000119, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3945: 0.299212, 0.336834 avg loss, 0.000010 rate, 3.925392 seconds, 252480 images Loaded: 0.000052 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867691, Class: 0.999512, Obj: 0.942610, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808876, Class: 0.998231, Obj: 0.299700, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.615013, Class: 0.999157, Obj: 0.048748, No Obj: 0.000056, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.736084, Class: 0.994833, Obj: 0.690035, No Obj: 0.000498, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774861, Class: 0.993257, Obj: 0.279255, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.761688, Class: 0.998231, Obj: 0.392400, No Obj: 0.000298, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.783578, Class: 0.998287, Obj: 0.374697, No Obj: 0.000137, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860456, Class: 0.997386, Obj: 0.715257, No Obj: 0.000168, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.482224, Class: 0.999883, Obj: 0.132278, No Obj: 0.000036, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000143, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.786632, Class: 0.996430, Obj: 0.786878, No Obj: 0.000178, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793324, Class: 0.998071, Obj: 0.262112, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.800843, Class: 0.999241, Obj: 0.238586, No Obj: 0.000137, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.831621, Class: 0.999524, Obj: 0.292922, No Obj: 0.000114, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3946: 0.310869, 0.334237 avg loss, 0.000010 rate, 3.929492 seconds, 252544 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000128, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898536, Class: 0.986860, Obj: 0.428431, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.699009, Class: 0.996887, Obj: 0.186706, No Obj: 0.000107, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.833284, Class: 0.998994, Obj: 0.522964, No Obj: 0.000157, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.880324, Class: 0.999205, Obj: 0.887326, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.851674, Class: 0.998849, Obj: 0.463089, No Obj: 0.000151, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816881, Class: 0.996639, Obj: 0.397229, No Obj: 0.000418, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.742860, Class: 0.997210, Obj: 0.189139, No Obj: 0.000043, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000458, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.821828, Class: 0.996352, Obj: 0.021594, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.818925, Class: 0.992793, Obj: 0.375051, No Obj: 0.000476, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.676097, Class: 0.998669, Obj: 0.208820, No Obj: 0.000151, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.714620, Class: 0.999107, Obj: 0.376560, No Obj: 0.000051, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854723, Class: 0.996102, Obj: 0.489658, No Obj: 0.000231, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.793666, Class: 0.997210, Obj: 0.114375, No Obj: 0.000081, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.842308, Class: 0.999110, Obj: 0.729549, No Obj: 0.000616, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: 0.860960, Class: 0.997365, Obj: 0.417235, No Obj: 0.000405, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.708762, Class: 0.994512, Obj: 0.140425, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3947: 0.319399, 0.332753 avg loss, 0.000010 rate, 3.924995 seconds, 252608 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000139, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824642, Class: 0.997651, Obj: 0.320446, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.733492, Class: 0.998359, Obj: 0.372833, No Obj: 0.000150, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000086, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762002, Class: 0.998323, Obj: 0.139060, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.772668, Class: 0.963654, Obj: 0.003391, No Obj: 0.000014, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.721741, Class: 0.995518, Obj: 0.455393, No Obj: 0.000171, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.685388, Class: 0.992757, Obj: 0.193998, No Obj: 0.000165, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767459, Class: 0.994102, Obj: 0.373162, No Obj: 0.000364, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.730838, Class: 0.998933, Obj: 0.232836, No Obj: 0.000116, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.761609, Class: 0.998157, Obj: 0.488792, No Obj: 0.000379, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587817, Class: 0.997098, Obj: 0.175478, No Obj: 0.000135, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.475468, Class: 0.998671, Obj: 0.113836, No Obj: 0.000063, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831164, Class: 0.998441, Obj: 0.920034, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809368, Class: 0.998100, Obj: 0.222166, No Obj: 0.000196, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: 0.776488, Class: 0.993789, Obj: 0.203908, No Obj: 0.000267, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.878428, Class: 0.998835, Obj: 0.001556, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3948: 0.453355, 0.344814 avg loss, 0.000010 rate, 3.909492 seconds, 252672 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.813750, Class: 0.995833, Obj: 0.379016, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.789750, Class: 0.997879, Obj: 0.269584, No Obj: 0.000137, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.793732, Class: 0.996960, Obj: 0.279649, No Obj: 0.000152, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757930, Class: 0.998418, Obj: 0.355185, No Obj: 0.000063, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788260, Class: 0.997774, Obj: 0.148657, No Obj: 0.000096, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846517, Class: 0.988927, Obj: 0.643502, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.821348, Class: 0.998379, Obj: 0.225370, No Obj: 0.000093, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000049, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.750474, Class: 0.990184, Obj: 0.014050, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.777246, Class: 0.996871, Obj: 0.022601, No Obj: 0.000077, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.643599, Class: 0.992971, Obj: 0.006987, No Obj: 0.000008, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.534784, Class: 0.973667, Obj: 0.000180, No Obj: 0.000077, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.860363, Class: 0.999599, Obj: 0.460786, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791110, Class: 0.994550, Obj: 0.026789, No Obj: 0.000040, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3949: 0.280852, 0.338418 avg loss, 0.000010 rate, 3.917099 seconds, 252736 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693226, Class: 0.995449, Obj: 0.359263, No Obj: 0.000055, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.554639, Class: 0.950170, Obj: 0.000189, No Obj: 0.000112, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639074, Class: 0.992435, Obj: 0.116678, No Obj: 0.000213, .5R: 0.666667, .75R: 0.266667, count: 15 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000140, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.811237, Class: 0.997388, Obj: 0.171925, No Obj: 0.000130, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: 0.752159, Class: 0.999678, Obj: 0.917233, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788037, Class: 0.995791, Obj: 0.223944, No Obj: 0.000158, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.823046, Class: 0.995152, Obj: 0.405187, No Obj: 0.000484, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.803212, Class: 0.997962, Obj: 0.474546, No Obj: 0.000092, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.814558, Class: 0.969585, Obj: 0.356436, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.840290, Class: 0.997952, Obj: 0.660787, No Obj: 0.000240, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.774570, Class: 0.997264, Obj: 0.289007, No Obj: 0.000179, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000148, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804292, Class: 0.999719, Obj: 0.462893, No Obj: 0.000115, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770904, Class: 0.998229, Obj: 0.227987, No Obj: 0.000105, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.788883, Class: 0.973566, Obj: 0.110237, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.749602, Class: 0.863497, Obj: 0.000318, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796396, Class: 0.993195, Obj: 0.268839, No Obj: 0.000234, .5R: 0.857143, .75R: 0.714286, count: 7 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3950: 0.533900, 0.357966 avg loss, 0.000010 rate, 3.926602 seconds, 252800 images Loaded: 0.000044 seconds Region 82 Avg IOU: 0.853433, Class: 0.998799, Obj: 0.622280, No Obj: 0.000416, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000250, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731517, Class: 0.998440, Obj: 0.258668, No Obj: 0.000193, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000168, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784392, Class: 0.995899, Obj: 0.432954, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.807694, Class: 0.997843, Obj: 0.150127, No Obj: 0.000144, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718641, Class: 0.993189, Obj: 0.178566, No Obj: 0.000122, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.757205, Class: 0.997841, Obj: 0.234031, No Obj: 0.000082, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.803996, Class: 0.993455, Obj: 0.730154, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.754472, Class: 0.998213, Obj: 0.200053, No Obj: 0.000047, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863012, Class: 0.979347, Obj: 0.004487, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.832030, Class: 0.997940, Obj: 0.165973, No Obj: 0.000087, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.905391, Class: 0.999314, Obj: 0.284947, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823807, Class: 0.998646, Obj: 0.433583, No Obj: 0.000169, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.805255, Class: 0.992813, Obj: 0.549285, No Obj: 0.000277, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.861122, Class: 0.998449, Obj: 0.728017, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.829926, Class: 0.999018, Obj: 0.409799, No Obj: 0.000116, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3951: 0.273265, 0.349496 avg loss, 0.000010 rate, 3.914049 seconds, 252864 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000110, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.806889, Class: 0.994810, Obj: 0.468352, No Obj: 0.000307, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.705803, Class: 0.995992, Obj: 0.139349, No Obj: 0.000067, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804611, Class: 0.993160, Obj: 0.163126, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.695776, Class: 0.990314, Obj: 0.530675, No Obj: 0.000237, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.928297, Class: 0.998430, Obj: 0.198326, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.596359, Class: 0.997035, Obj: 0.013081, No Obj: 0.000045, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.780968, Class: 0.999720, Obj: 0.375751, No Obj: 0.000054, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.617104, Class: 0.997936, Obj: 0.161279, No Obj: 0.000090, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820977, Class: 0.998833, Obj: 0.488526, No Obj: 0.000090, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.876933, Class: 0.983608, Obj: 0.109733, No Obj: 0.000169, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.747297, Class: 0.999224, Obj: 0.379876, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.931363, Class: 0.999918, Obj: 0.417518, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.808562, Class: 0.996291, Obj: 0.458297, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3952: 0.202073, 0.334754 avg loss, 0.000010 rate, 3.917469 seconds, 252928 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833020, Class: 0.994927, Obj: 0.677833, No Obj: 0.000439, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.747028, Class: 0.996898, Obj: 0.270581, No Obj: 0.000133, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.669395, Class: 0.993651, Obj: 0.013278, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.726590, Class: 0.997670, Obj: 0.110963, No Obj: 0.000134, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.900381, Class: 0.994602, Obj: 0.455342, No Obj: 0.000389, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.705421, Class: 0.996642, Obj: 0.084567, No Obj: 0.000096, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.667450, Class: 0.998165, Obj: 0.104030, No Obj: 0.000359, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.871359, Class: 0.999864, Obj: 0.656749, No Obj: 0.000263, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.776504, Class: 0.986367, Obj: 0.102138, No Obj: 0.000165, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802571, Class: 0.991574, Obj: 0.223620, No Obj: 0.000050, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.679560, Class: 0.997068, Obj: 0.160396, No Obj: 0.000137, .5R: 0.750000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.846507, Class: 0.995483, Obj: 0.577206, No Obj: 0.000287, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.624271, Class: 0.994636, Obj: 0.057229, No Obj: 0.000092, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.730319, Class: 0.997203, Obj: 0.596524, No Obj: 0.000497, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.700527, Class: 0.993867, Obj: 0.505853, No Obj: 0.000230, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.824700, Class: 0.999238, Obj: 0.427467, No Obj: 0.000140, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3953: 0.490574, 0.350336 avg loss, 0.000010 rate, 3.919869 seconds, 252992 images Loaded: 0.000038 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000081, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825189, Class: 0.995731, Obj: 0.229951, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.878589, Class: 0.997083, Obj: 0.444098, No Obj: 0.000221, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.845428, Class: 0.998121, Obj: 0.506403, No Obj: 0.000157, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809838, Class: 0.996469, Obj: 0.858298, No Obj: 0.000158, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.746309, Class: 0.995949, Obj: 0.113694, No Obj: 0.000111, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.748860, Class: 0.995971, Obj: 0.104759, No Obj: 0.000087, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.849367, Class: 0.999654, Obj: 0.711078, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.693172, Class: 0.996417, Obj: 0.204407, No Obj: 0.000097, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819435, Class: 0.997637, Obj: 0.142271, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.728520, Class: 0.999319, Obj: 0.132454, No Obj: 0.000087, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753677, Class: 0.999081, Obj: 0.254220, No Obj: 0.000106, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863245, Class: 0.999680, Obj: 0.734344, No Obj: 0.000112, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785804, Class: 0.997560, Obj: 0.257809, No Obj: 0.000154, .5R: 1.000000, .75R: 0.833333, count: 6 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3954: 0.334851, 0.348787 avg loss, 0.000010 rate, 3.914272 seconds, 253056 images Loaded: 0.000047 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000317, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.889329, Class: 0.996408, Obj: 0.469929, No Obj: 0.000483, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.726979, Class: 0.995163, Obj: 0.222982, No Obj: 0.000207, .5R: 0.923077, .75R: 0.384615, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000039, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.802224, Class: 0.997130, Obj: 0.125910, No Obj: 0.000124, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.756384, Class: 0.999689, Obj: 0.928499, No Obj: 0.000470, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.786602, Class: 0.997595, Obj: 0.919282, No Obj: 0.000189, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.628700, Class: 0.998676, Obj: 0.086273, No Obj: 0.000110, .5R: 0.666667, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869748, Class: 0.995687, Obj: 0.919362, No Obj: 0.000182, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773759, Class: 0.998908, Obj: 0.437199, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844018, Class: 0.999445, Obj: 0.463778, No Obj: 0.000223, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.726300, Class: 0.999541, Obj: 0.253042, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811200, Class: 0.998604, Obj: 0.039599, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.720803, Class: 0.998318, Obj: 0.327270, No Obj: 0.000126, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847900, Class: 0.973224, Obj: 0.003800, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783339, Class: 0.998167, Obj: 0.247532, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.740785, Class: 0.985976, Obj: 0.117635, No Obj: 0.000128, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.826053, Class: 0.999709, Obj: 0.932202, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.712699, Class: 0.993770, Obj: 0.038948, No Obj: 0.000066, .5R: 0.800000, .75R: 0.600000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3955: 0.457976, 0.359706 avg loss, 0.000010 rate, 3.925579 seconds, 253120 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000162, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840313, Class: 0.999925, Obj: 0.962687, No Obj: 0.000356, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.761267, Class: 0.997834, Obj: 0.193416, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831661, Class: 0.994126, Obj: 0.250863, No Obj: 0.000186, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770263, Class: 0.989552, Obj: 0.342773, No Obj: 0.000184, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000150, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.760141, Class: 0.998658, Obj: 0.456024, No Obj: 0.000176, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.804269, Class: 0.998941, Obj: 0.241815, No Obj: 0.000103, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.826205, Class: 0.983326, Obj: 0.002474, No Obj: 0.000004, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865452, Class: 0.995016, Obj: 0.170443, No Obj: 0.000026, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.818833, Class: 0.998158, Obj: 0.164646, No Obj: 0.000075, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784080, Class: 0.996123, Obj: 0.289755, No Obj: 0.000299, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.674865, Class: 0.995925, Obj: 0.118226, No Obj: 0.000172, .5R: 0.875000, .75R: 0.250000, count: 8 Region 82 Avg IOU: 0.821978, Class: 0.999345, Obj: 0.732325, No Obj: 0.000396, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.686128, Class: 0.995169, Obj: 0.282087, No Obj: 0.000066, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809938, Class: 0.997426, Obj: 0.494748, No Obj: 0.000334, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763800, Class: 0.997121, Obj: 0.166964, No Obj: 0.000140, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824579, Class: 0.992768, Obj: 0.085947, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.726741, Class: 0.999232, Obj: 0.288501, No Obj: 0.000088, .5R: 1.000000, .75R: 0.000000, count: 3 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3956: 0.403521, 0.364088 avg loss, 0.000010 rate, 3.920788 seconds, 253184 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000054, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.738470, Class: 0.997650, Obj: 0.394316, No Obj: 0.000085, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883644, Class: 0.998550, Obj: 0.048148, No Obj: 0.000012, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813891, Class: 0.997463, Obj: 0.554581, No Obj: 0.000204, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811553, Class: 0.999536, Obj: 0.542631, No Obj: 0.000151, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.782615, Class: 0.998318, Obj: 0.133498, No Obj: 0.000105, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000171, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.862925, Class: 0.981959, Obj: 0.034389, No Obj: 0.000153, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.766425, Class: 0.989947, Obj: 0.364237, No Obj: 0.000237, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: 0.730892, Class: 0.992781, Obj: 0.006923, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.701950, Class: 0.997662, Obj: 0.228162, No Obj: 0.000160, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843426, Class: 0.992342, Obj: 0.052368, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.667673, Class: 0.998168, Obj: 0.231099, No Obj: 0.000095, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.822277, Class: 0.999398, Obj: 0.895872, No Obj: 0.000570, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.837322, Class: 0.994588, Obj: 0.456181, No Obj: 0.000255, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.841226, Class: 0.996483, Obj: 0.383113, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000301, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.738322, Class: 0.999659, Obj: 0.024020, No Obj: 0.000028, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.872721, Class: 0.992947, Obj: 0.392964, No Obj: 0.000173, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3957: 0.349731, 0.362652 avg loss, 0.000010 rate, 3.922946 seconds, 253248 images Loaded: 0.000032 seconds Region 82 Avg IOU: 0.579504, Class: 0.986484, Obj: 0.565490, No Obj: 0.000394, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.783491, Class: 0.998569, Obj: 0.174494, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.842513, Class: 0.999261, Obj: 0.311423, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.755561, Class: 0.997564, Obj: 0.272041, No Obj: 0.000167, .5R: 0.833333, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726097, Class: 0.996884, Obj: 0.328503, No Obj: 0.000298, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.668930, Class: 0.997848, Obj: 0.112067, No Obj: 0.000129, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000028, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.844857, Class: 0.994414, Obj: 0.099287, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.852631, Class: 0.998794, Obj: 0.327029, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715924, Class: 0.998220, Obj: 0.116106, No Obj: 0.000137, .5R: 1.000000, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.805748, Class: 0.999494, Obj: 0.455013, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856351, Class: 0.998484, Obj: 0.841981, No Obj: 0.000345, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.875033, Class: 0.999176, Obj: 0.325871, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.829774, Class: 0.999353, Obj: 0.059169, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.748715, Class: 0.997797, Obj: 0.123400, No Obj: 0.000150, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3958: 0.327704, 0.359157 avg loss, 0.000010 rate, 3.917902 seconds, 253312 images Loaded: 0.000036 seconds Region 82 Avg IOU: 0.885018, Class: 0.997963, Obj: 0.657508, No Obj: 0.000696, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000319, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750510, Class: 0.993098, Obj: 0.266278, No Obj: 0.000068, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899712, Class: 0.997412, Obj: 0.117585, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707367, Class: 0.996461, Obj: 0.142958, No Obj: 0.000125, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.899135, Class: 0.987978, Obj: 0.452000, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.743540, Class: 0.999727, Obj: 0.680910, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.717108, Class: 0.958870, Obj: 0.036541, No Obj: 0.000434, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.843297, Class: 0.997453, Obj: 0.205207, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.822896, Class: 0.998660, Obj: 0.827981, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.841025, Class: 0.998020, Obj: 0.345993, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.921247, Class: 0.998825, Obj: 0.370632, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.792088, Class: 0.997843, Obj: 0.509624, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.778910, Class: 0.983745, Obj: 0.204046, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.785540, Class: 0.998056, Obj: 0.477411, No Obj: 0.000079, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.839488, Class: 0.967793, Obj: 0.559277, No Obj: 0.000260, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.789144, Class: 0.999836, Obj: 0.860021, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.672488, Class: 0.992032, Obj: 0.040087, No Obj: 0.000084, .5R: 1.000000, .75R: 0.250000, count: 4 (next mAP calculation at 3959 iterations) Last accuracy mAP@0.5 = 79.40 % 3959: 0.248179, 0.348059 avg loss, 0.000010 rate, 3.912098 seconds, 253376 images calculation mAP (mean average precision)... detections_count = 1263, unique_truth_count = 323 rank = 0 of ranks = 1263 rank = 100 of ranks = 1263 rank = 200 of ranks = 1263 rank = 300 of ranks = 1263 rank = 400 of ranks = 1263 rank = 500 of ranks = 1263 rank = 600 of ranks = 1263 rank = 700 of ranks = 1263 rank = 800 of ranks = 1263 rank = 900 of ranks = 1263 rank = 1000 of ranks = 1263 rank = 1100 of ranks = 1263 rank = 1200 of ranks = 1263 class_id = 0, name = lca, ap = 79.49% (TP = 228, FP = 38) for thresh = 0.25, precision = 0.86, recall = 0.71, F1-score = 0.77 for thresh = 0.25, TP = 228, FP = 38, FN = 95, average IoU = 65.69 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.794864, or 79.49 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.794864 Loaded: 0.000043 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.779000, Class: 0.895028, Obj: 0.000125, No Obj: 0.000023, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.614756, Class: 0.994325, Obj: 0.040044, No Obj: 0.000032, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.644563, Class: 0.994056, Obj: 0.240765, No Obj: 0.000066, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.760914, Class: 0.997094, Obj: 0.224525, No Obj: 0.000099, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000082, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817472, Class: 0.991777, Obj: 0.849130, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.749074, Class: 0.998313, Obj: 0.224618, No Obj: 0.000180, .5R: 1.000000, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000058, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824679, Class: 0.994375, Obj: 0.445187, No Obj: 0.000458, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.743361, Class: 0.996676, Obj: 0.322271, No Obj: 0.000183, .5R: 0.714286, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.577641, Class: 0.998845, Obj: 0.121054, No Obj: 0.000258, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.738372, Class: 0.998621, Obj: 0.357153, No Obj: 0.000130, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000260, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.824705, Class: 0.995940, Obj: 0.508471, No Obj: 0.000577, .5R: 1.000000, .75R: 0.800000, count: 5 Region 106 Avg IOU: 0.791229, Class: 0.997377, Obj: 0.148116, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000177, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.881243, Class: 0.993280, Obj: 0.929061, No Obj: 0.000191, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.827892, Class: 0.998426, Obj: 0.345816, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3960: 0.405717, 0.353825 avg loss, 0.000010 rate, 3.700729 seconds, 253440 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.573225, Class: 0.996324, Obj: 0.196084, No Obj: 0.000059, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: 0.863890, Class: 0.937382, Obj: 0.074644, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.799232, Class: 0.994356, Obj: 0.020604, No Obj: 0.000084, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.757832, Class: 0.998215, Obj: 0.371958, No Obj: 0.000074, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.753643, Class: 0.995312, Obj: 0.051289, No Obj: 0.000055, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000263, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.801149, Class: 0.992324, Obj: 0.163428, No Obj: 0.000206, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.847434, Class: 0.997874, Obj: 0.366202, No Obj: 0.000107, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.745861, Class: 0.975236, Obj: 0.003234, No Obj: 0.000098, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.872150, Class: 0.995368, Obj: 0.513419, No Obj: 0.000228, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.718632, Class: 0.998834, Obj: 0.344950, No Obj: 0.000180, .5R: 1.000000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.688791, Class: 0.996368, Obj: 0.088274, No Obj: 0.000155, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000154, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826376, Class: 0.997410, Obj: 0.285783, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.906241, Class: 0.998269, Obj: 0.472923, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787923, Class: 0.997777, Obj: 0.406689, No Obj: 0.000267, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.749649, Class: 0.999242, Obj: 0.177756, No Obj: 0.000158, .5R: 1.000000, .75R: 0.000000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3961: 0.370793, 0.355522 avg loss, 0.000010 rate, 3.922544 seconds, 253504 images Loaded: 0.000044 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000067, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903778, Class: 0.991244, Obj: 0.158025, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774013, Class: 0.998486, Obj: 0.060832, No Obj: 0.000080, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.836719, Class: 0.998957, Obj: 0.453460, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.824705, Class: 0.997581, Obj: 0.240138, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747577, Class: 0.996839, Obj: 0.299117, No Obj: 0.000048, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000251, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809360, Class: 0.997441, Obj: 0.687996, No Obj: 0.000337, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.674875, Class: 0.996711, Obj: 0.203629, No Obj: 0.000205, .5R: 1.000000, .75R: 0.125000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733076, Class: 0.998056, Obj: 0.297145, No Obj: 0.000112, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856515, Class: 0.997621, Obj: 0.522986, No Obj: 0.000375, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.807617, Class: 0.998821, Obj: 0.511403, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000199, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770046, Class: 0.995454, Obj: 0.291114, No Obj: 0.000203, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.764483, Class: 0.994317, Obj: 0.903324, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000051, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786136, Class: 0.998263, Obj: 0.200198, No Obj: 0.000163, .5R: 1.000000, .75R: 0.625000, count: 8 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3962: 0.358519, 0.355822 avg loss, 0.000010 rate, 3.916661 seconds, 253568 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.811235, Class: 0.999528, Obj: 0.820354, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758205, Class: 0.999807, Obj: 0.462707, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000225, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.723067, Class: 0.987604, Obj: 0.297231, No Obj: 0.000273, .5R: 1.000000, .75R: 0.250000, count: 4 Region 106 Avg IOU: 0.795649, Class: 0.998552, Obj: 0.168393, No Obj: 0.000074, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000075, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853413, Class: 0.998301, Obj: 0.188410, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.665695, Class: 0.991160, Obj: 0.321754, No Obj: 0.000119, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.797044, Class: 0.999029, Obj: 0.281038, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800763, Class: 0.989988, Obj: 0.425817, No Obj: 0.000284, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771566, Class: 0.998177, Obj: 0.137588, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.801177, Class: 0.996480, Obj: 0.295083, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843643, Class: 0.995002, Obj: 0.660176, No Obj: 0.000278, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.787472, Class: 0.998474, Obj: 0.189273, No Obj: 0.000095, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.777046, Class: 0.998989, Obj: 0.470064, No Obj: 0.000160, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.875621, Class: 0.998353, Obj: 0.277556, No Obj: 0.000124, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.818169, Class: 0.989547, Obj: 0.597032, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830349, Class: 0.997843, Obj: 0.195342, No Obj: 0.000098, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3963: 0.238216, 0.344061 avg loss, 0.000010 rate, 3.899029 seconds, 253632 images Loaded: 0.000082 seconds Region 82 Avg IOU: 0.786781, Class: 0.996764, Obj: 0.873128, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.747838, Class: 0.997770, Obj: 0.039904, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.798515, Class: 0.999090, Obj: 0.097352, No Obj: 0.000094, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.771779, Class: 0.982387, Obj: 0.004077, No Obj: 0.000029, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.893153, Class: 0.997298, Obj: 0.398584, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.874952, Class: 0.996767, Obj: 0.345088, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752973, Class: 0.999936, Obj: 0.898180, No Obj: 0.000202, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.919690, Class: 0.996749, Obj: 0.063624, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.633637, Class: 0.997729, Obj: 0.128719, No Obj: 0.000045, .5R: 0.500000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841991, Class: 0.999025, Obj: 0.358465, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754717, Class: 0.999760, Obj: 0.037455, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.830513, Class: 0.998019, Obj: 0.450217, No Obj: 0.000097, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.886731, Class: 0.999477, Obj: 0.564925, No Obj: 0.000036, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.822691, Class: 0.997719, Obj: 0.359129, No Obj: 0.000101, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000077, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.835777, Class: 0.998099, Obj: 0.385945, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 8 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3964: 0.189450, 0.328600 avg loss, 0.000010 rate, 3.902143 seconds, 253696 images Loaded: 0.000053 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000084, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852355, Class: 0.998062, Obj: 0.705474, No Obj: 0.000307, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.679127, Class: 0.996006, Obj: 0.159658, No Obj: 0.000142, .5R: 0.666667, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880560, Class: 0.999644, Obj: 0.631662, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620914, Class: 0.994617, Obj: 0.255691, No Obj: 0.000123, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835346, Class: 0.997683, Obj: 0.515142, No Obj: 0.000214, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.784834, Class: 0.999156, Obj: 0.269191, No Obj: 0.000198, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.804989, Class: 0.998640, Obj: 0.834896, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771134, Class: 0.999358, Obj: 0.115205, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839042, Class: 0.998967, Obj: 0.676166, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: 0.810265, Class: 0.998727, Obj: 0.886556, No Obj: 0.000508, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.765840, Class: 0.989588, Obj: 0.789898, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.797412, Class: 0.995488, Obj: 0.169257, No Obj: 0.000138, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.867725, Class: 0.999739, Obj: 0.829764, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.719345, Class: 0.997082, Obj: 0.169435, No Obj: 0.000159, .5R: 0.800000, .75R: 0.200000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.886501, Class: 0.999950, Obj: 0.932405, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.592805, Class: 0.993605, Obj: 0.126486, No Obj: 0.000141, .5R: 0.500000, .75R: 0.333333, count: 6 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3965: 0.453578, 0.341098 avg loss, 0.000010 rate, 3.904985 seconds, 253760 images Loaded: 0.000034 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.855692, Class: 0.998461, Obj: 0.175146, No Obj: 0.000085, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.785935, Class: 0.997159, Obj: 0.716726, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.701131, Class: 0.997979, Obj: 0.250495, No Obj: 0.000115, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787659, Class: 0.998863, Obj: 0.244377, No Obj: 0.000080, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680478, Class: 0.995315, Obj: 0.007407, No Obj: 0.000049, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.837430, Class: 0.998359, Obj: 0.294056, No Obj: 0.000054, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.690113, Class: 0.996874, Obj: 0.321661, No Obj: 0.000147, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.839161, Class: 0.996189, Obj: 0.666359, No Obj: 0.000304, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.734419, Class: 0.995170, Obj: 0.098940, No Obj: 0.000098, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: 0.872579, Class: 0.996452, Obj: 0.175928, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.802491, Class: 0.983567, Obj: 0.001345, No Obj: 0.000021, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774956, Class: 0.997639, Obj: 0.127114, No Obj: 0.000199, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000144, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.643358, Class: 0.998628, Obj: 0.526864, No Obj: 0.000129, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.802713, Class: 0.994284, Obj: 0.202860, No Obj: 0.000173, .5R: 1.000000, .75R: 0.857143, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.691481, Class: 0.998393, Obj: 0.215720, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3966: 0.326874, 0.339675 avg loss, 0.000010 rate, 3.904636 seconds, 253824 images Loaded: 0.000039 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000042, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.882346, Class: 0.993509, Obj: 0.619981, No Obj: 0.000408, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.746393, Class: 0.997897, Obj: 0.262610, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845609, Class: 0.999734, Obj: 0.106477, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.699588, Class: 0.994793, Obj: 0.154330, No Obj: 0.000110, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.853421, Class: 0.999819, Obj: 0.507754, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.798246, Class: 0.998108, Obj: 0.408183, No Obj: 0.000137, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.731770, Class: 0.990932, Obj: 0.000820, No Obj: 0.000011, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.816375, Class: 0.995737, Obj: 0.561147, No Obj: 0.000382, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.693184, Class: 0.995663, Obj: 0.069318, No Obj: 0.000151, .5R: 0.777778, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.797537, Class: 0.998188, Obj: 0.300290, No Obj: 0.000136, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.771484, Class: 0.998182, Obj: 0.123882, No Obj: 0.000076, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.870673, Class: 0.981246, Obj: 0.218301, No Obj: 0.000314, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.721301, Class: 0.994411, Obj: 0.079827, No Obj: 0.000095, .5R: 0.857143, .75R: 0.571429, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.618022, Class: 0.994379, Obj: 0.034725, No Obj: 0.000028, .5R: 0.666667, .75R: 0.333333, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3967: 0.434280, 0.349136 avg loss, 0.000010 rate, 3.900711 seconds, 253888 images Loaded: 0.000063 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000214, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.733007, Class: 0.997322, Obj: 0.099160, No Obj: 0.000105, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787322, Class: 0.990696, Obj: 0.254602, No Obj: 0.000159, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.759606, Class: 0.995361, Obj: 0.225950, No Obj: 0.000103, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.918036, Class: 0.999176, Obj: 0.772701, No Obj: 0.000557, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.913529, Class: 0.999139, Obj: 0.713201, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.770959, Class: 0.998130, Obj: 0.221335, No Obj: 0.000234, .5R: 1.000000, .75R: 0.727273, count: 11 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.752720, Class: 0.995567, Obj: 0.172838, No Obj: 0.000142, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.834545, Class: 0.995397, Obj: 0.106453, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798101, Class: 0.992052, Obj: 0.387853, No Obj: 0.000326, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.719199, Class: 0.997260, Obj: 0.112751, No Obj: 0.000094, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809189, Class: 0.991624, Obj: 0.544160, No Obj: 0.000192, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.696905, Class: 0.999038, Obj: 0.146557, No Obj: 0.000034, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.826246, Class: 0.996643, Obj: 0.193296, No Obj: 0.000112, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.840766, Class: 0.999256, Obj: 0.327263, No Obj: 0.000131, .5R: 1.000000, .75R: 1.000000, count: 5 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3968: 0.324850, 0.346707 avg loss, 0.000010 rate, 3.905592 seconds, 253952 images Loaded: 0.000061 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000094, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.736602, Class: 0.997833, Obj: 0.117651, No Obj: 0.000098, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.756946, Class: 0.996469, Obj: 0.096382, No Obj: 0.000063, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.903393, Class: 0.998735, Obj: 0.850704, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.588883, Class: 0.995585, Obj: 0.184295, No Obj: 0.000131, .5R: 0.800000, .75R: 0.300000, count: 10 Region 82 Avg IOU: 0.792455, Class: 0.980237, Obj: 0.386852, No Obj: 0.000424, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000131, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.587978, Class: 0.997785, Obj: 0.148983, No Obj: 0.000058, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.862409, Class: 0.999088, Obj: 0.479298, No Obj: 0.000095, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.725894, Class: 0.996670, Obj: 0.025128, No Obj: 0.000052, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814825, Class: 0.997102, Obj: 0.025207, No Obj: 0.000013, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.729833, Class: 0.997200, Obj: 0.183573, No Obj: 0.000042, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000097, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.935326, Class: 0.997641, Obj: 0.431636, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771700, Class: 0.998387, Obj: 0.112867, No Obj: 0.000066, .5R: 1.000000, .75R: 0.666667, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3969: 0.413607, 0.353397 avg loss, 0.000010 rate, 3.902815 seconds, 254016 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.954132, Class: 0.998859, Obj: 0.122739, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.836456, Class: 0.997712, Obj: 0.484283, No Obj: 0.000148, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: 0.818442, Class: 0.998913, Obj: 0.785693, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.833774, Class: 0.996473, Obj: 0.644184, No Obj: 0.000546, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.747210, Class: 0.997247, Obj: 0.117652, No Obj: 0.000106, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.743141, Class: 0.997999, Obj: 0.330177, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717261, Class: 0.978055, Obj: 0.002992, No Obj: 0.000093, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.814052, Class: 0.940332, Obj: 0.183743, No Obj: 0.000169, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.790861, Class: 0.997906, Obj: 0.445957, No Obj: 0.000123, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.739765, Class: 0.995931, Obj: 0.366702, No Obj: 0.000255, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.888858, Class: 0.998567, Obj: 0.426534, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.578964, Class: 0.994885, Obj: 0.518225, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.612967, Class: 0.998859, Obj: 0.186255, No Obj: 0.000098, .5R: 0.500000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800862, Class: 0.998153, Obj: 0.641924, No Obj: 0.000372, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.834852, Class: 0.998487, Obj: 0.467580, No Obj: 0.000159, .5R: 1.000000, .75R: 0.800000, count: 5 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3970: 0.338760, 0.351934 avg loss, 0.000010 rate, 3.901549 seconds, 254080 images Loaded: 0.000056 seconds Region 82 Avg IOU: 0.716055, Class: 0.999015, Obj: 0.722259, No Obj: 0.000389, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.739048, Class: 0.999368, Obj: 0.408273, No Obj: 0.000074, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000063, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.877687, Class: 0.998902, Obj: 0.361047, No Obj: 0.000140, .5R: 1.000000, .75R: 1.000000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.872031, Class: 0.999093, Obj: 0.308194, No Obj: 0.000077, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866871, Class: 0.997380, Obj: 0.480907, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.727049, Class: 0.997356, Obj: 0.159406, No Obj: 0.000209, .5R: 0.923077, .75R: 0.538462, count: 13 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865846, Class: 0.997980, Obj: 0.615650, No Obj: 0.000201, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.758267, Class: 0.999694, Obj: 0.052838, No Obj: 0.000033, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858755, Class: 0.996369, Obj: 0.597503, No Obj: 0.000543, .5R: 1.000000, .75R: 1.000000, count: 5 Region 106 Avg IOU: 0.723103, Class: 0.998771, Obj: 0.404808, No Obj: 0.000109, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.630343, Class: 0.999134, Obj: 0.201792, No Obj: 0.000099, .5R: 0.750000, .75R: 0.250000, count: 4 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3971: 0.284586, 0.345199 avg loss, 0.000010 rate, 3.906123 seconds, 254144 images Loaded: 0.000050 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.851425, Class: 0.998524, Obj: 0.377360, No Obj: 0.000103, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.765669, Class: 0.998332, Obj: 0.844198, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.773883, Class: 0.999014, Obj: 0.097376, No Obj: 0.000062, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.860075, Class: 0.997792, Obj: 0.512464, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.677152, Class: 0.997149, Obj: 0.019151, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.791840, Class: 0.995397, Obj: 0.553960, No Obj: 0.000180, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.839035, Class: 0.981328, Obj: 0.086221, No Obj: 0.000159, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.752320, Class: 0.998278, Obj: 0.221528, No Obj: 0.000224, .5R: 1.000000, .75R: 0.600000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000078, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.745388, Class: 0.994376, Obj: 0.195276, No Obj: 0.000081, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.751060, Class: 0.994592, Obj: 0.345231, No Obj: 0.000266, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.772963, Class: 0.996458, Obj: 0.191594, No Obj: 0.000128, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.724288, Class: 0.999848, Obj: 0.067295, No Obj: 0.000037, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.836333, Class: 0.998315, Obj: 0.308481, No Obj: 0.000230, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.871859, Class: 0.993084, Obj: 0.494489, No Obj: 0.000224, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.658198, Class: 0.997661, Obj: 0.157802, No Obj: 0.000057, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3972: 0.363383, 0.347017 avg loss, 0.000010 rate, 3.906157 seconds, 254208 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776132, Class: 0.996032, Obj: 0.402383, No Obj: 0.000086, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.866037, Class: 0.995100, Obj: 0.888732, No Obj: 0.000174, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.732396, Class: 0.997102, Obj: 0.027845, No Obj: 0.000050, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.807234, Class: 0.999751, Obj: 0.947208, No Obj: 0.000292, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.822990, Class: 0.998784, Obj: 0.311881, No Obj: 0.000038, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.587476, Class: 0.996028, Obj: 0.444055, No Obj: 0.000073, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744526, Class: 0.966766, Obj: 0.304447, No Obj: 0.000360, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.816461, Class: 0.998631, Obj: 0.434948, No Obj: 0.000164, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: 0.844266, Class: 0.999496, Obj: 0.120719, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.817708, Class: 0.987810, Obj: 0.290633, No Obj: 0.000238, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.620576, Class: 0.997909, Obj: 0.063729, No Obj: 0.000083, .5R: 1.000000, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.931228, Class: 0.999440, Obj: 0.638822, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.864381, Class: 0.996010, Obj: 0.562700, No Obj: 0.000324, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.664719, Class: 0.995533, Obj: 0.179231, No Obj: 0.000159, .5R: 0.875000, .75R: 0.250000, count: 8 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3973: 0.303883, 0.342704 avg loss, 0.000010 rate, 3.905578 seconds, 254272 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.729811, Class: 0.996950, Obj: 0.367978, No Obj: 0.000163, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.865821, Class: 0.993692, Obj: 0.276077, No Obj: 0.000261, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.839194, Class: 0.997061, Obj: 0.361742, No Obj: 0.000124, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772905, Class: 0.991588, Obj: 0.417257, No Obj: 0.000323, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.551183, Class: 0.997416, Obj: 0.116697, No Obj: 0.000091, .5R: 0.400000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.772520, Class: 0.996585, Obj: 0.455393, No Obj: 0.000522, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.794531, Class: 0.995339, Obj: 0.106264, No Obj: 0.000089, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000060, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.824427, Class: 0.998314, Obj: 0.175066, No Obj: 0.000117, .5R: 1.000000, .75R: 1.000000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856064, Class: 0.991363, Obj: 0.814268, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.849171, Class: 0.999249, Obj: 0.296159, No Obj: 0.000125, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.800931, Class: 0.997832, Obj: 0.235213, No Obj: 0.000053, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707989, Class: 0.996268, Obj: 0.005927, No Obj: 0.000056, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.785607, Class: 0.998825, Obj: 0.485582, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3974: 0.391722, 0.347606 avg loss, 0.000010 rate, 3.905632 seconds, 254336 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.861380, Class: 0.999919, Obj: 0.173635, No Obj: 0.000059, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.802925, Class: 0.995030, Obj: 0.294812, No Obj: 0.000453, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639616, Class: 0.993805, Obj: 0.130256, No Obj: 0.000035, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.718896, Class: 0.989560, Obj: 0.010749, No Obj: 0.000090, .5R: 1.000000, .75R: 0.000000, count: 2 Region 94 Avg IOU: 0.889188, Class: 0.992998, Obj: 0.357405, No Obj: 0.000283, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.813043, Class: 0.998042, Obj: 0.275477, No Obj: 0.000151, .5R: 1.000000, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000088, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.766605, Class: 0.994497, Obj: 0.127043, No Obj: 0.000072, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.716463, Class: 0.996460, Obj: 0.027355, No Obj: 0.000069, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000090, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.770603, Class: 0.988153, Obj: 0.260940, No Obj: 0.000207, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.757480, Class: 0.994693, Obj: 0.235569, No Obj: 0.000165, .5R: 0.888889, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.720748, Class: 0.992462, Obj: 0.024249, No Obj: 0.000057, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000035, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.642439, Class: 0.995504, Obj: 0.065776, No Obj: 0.000136, .5R: 1.000000, .75R: 0.285714, count: 7 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3975: 0.402709, 0.353116 avg loss, 0.000010 rate, 3.886456 seconds, 254400 images Loaded: 0.000066 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.861952, Class: 0.999404, Obj: 0.561476, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.648877, Class: 0.996389, Obj: 0.096119, No Obj: 0.000129, .5R: 0.714286, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843358, Class: 0.989397, Obj: 0.253326, No Obj: 0.000175, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.956697, Class: 0.999958, Obj: 0.482465, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000114, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.667709, Class: 0.993148, Obj: 0.472565, No Obj: 0.000215, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.565916, Class: 0.995543, Obj: 0.003155, No Obj: 0.000053, .5R: 0.500000, .75R: 0.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000203, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.776152, Class: 0.993986, Obj: 0.052567, No Obj: 0.000167, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.770530, Class: 0.997553, Obj: 0.190422, No Obj: 0.000192, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000021, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.792081, Class: 0.993318, Obj: 0.335218, No Obj: 0.000170, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.777502, Class: 0.997260, Obj: 0.001429, No Obj: 0.000030, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.729418, Class: 0.996680, Obj: 0.023998, No Obj: 0.000061, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.774998, Class: 0.998131, Obj: 0.424135, No Obj: 0.000191, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745374, Class: 0.995880, Obj: 0.436881, No Obj: 0.000222, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.788085, Class: 0.997567, Obj: 0.211575, No Obj: 0.000203, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.833303, Class: 0.998716, Obj: 0.258338, No Obj: 0.000204, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.899142, Class: 0.999540, Obj: 0.549307, No Obj: 0.000075, .5R: 1.000000, .75R: 1.000000, count: 1 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3976: 0.428290, 0.360633 avg loss, 0.000010 rate, 3.889282 seconds, 254464 images Loaded: 0.000056 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000257, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.788181, Class: 0.998612, Obj: 0.212019, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.809507, Class: 0.997451, Obj: 0.112568, No Obj: 0.000070, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686755, Class: 0.996184, Obj: 0.017690, No Obj: 0.000072, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.858017, Class: 0.999207, Obj: 0.919514, No Obj: 0.000190, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.779124, Class: 0.999121, Obj: 0.331838, No Obj: 0.000230, .5R: 1.000000, .75R: 0.750000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.597126, Class: 0.992116, Obj: 0.073811, No Obj: 0.000050, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.620444, Class: 0.974371, Obj: 0.536408, No Obj: 0.000438, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.856657, Class: 0.996367, Obj: 0.236756, No Obj: 0.000155, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.897102, Class: 0.991830, Obj: 0.011064, No Obj: 0.000040, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771433, Class: 0.998384, Obj: 0.091836, No Obj: 0.000109, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.820312, Class: 0.999489, Obj: 0.600228, No Obj: 0.000086, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.754291, Class: 0.999775, Obj: 0.976829, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.767641, Class: 0.996069, Obj: 0.031823, No Obj: 0.000041, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3977: 0.360101, 0.360580 avg loss, 0.000010 rate, 3.904389 seconds, 254528 images Loaded: 0.000035 seconds Region 82 Avg IOU: 0.851219, Class: 0.998215, Obj: 0.421186, No Obj: 0.000127, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.757915, Class: 0.990815, Obj: 0.226475, No Obj: 0.000275, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.845419, Class: 0.997612, Obj: 0.272154, No Obj: 0.000155, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000076, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.749590, Class: 0.984880, Obj: 0.092608, No Obj: 0.000164, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.795393, Class: 0.998649, Obj: 0.375588, No Obj: 0.000118, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816436, Class: 0.985509, Obj: 0.116696, No Obj: 0.000156, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.783119, Class: 0.997008, Obj: 0.009076, No Obj: 0.000034, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713034, Class: 0.993160, Obj: 0.067865, No Obj: 0.000063, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851809, Class: 0.994121, Obj: 0.523611, No Obj: 0.000252, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.830417, Class: 0.998318, Obj: 0.518290, No Obj: 0.000144, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.888037, Class: 0.989529, Obj: 0.389890, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.801441, Class: 0.996758, Obj: 0.054512, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.744671, Class: 0.994468, Obj: 0.144016, No Obj: 0.000404, .5R: 1.000000, .75R: 0.666667, count: 3 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.706473, Class: 0.996431, Obj: 0.314349, No Obj: 0.000119, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.874535, Class: 0.999091, Obj: 0.887828, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.641576, Class: 0.996241, Obj: 0.056544, No Obj: 0.000096, .5R: 0.500000, .75R: 0.500000, count: 6 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3978: 0.351664, 0.359688 avg loss, 0.000010 rate, 3.907020 seconds, 254592 images Loaded: 0.000032 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000135, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.707134, Class: 0.991945, Obj: 0.408375, No Obj: 0.000199, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.820848, Class: 0.998391, Obj: 0.346703, No Obj: 0.000107, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.915425, Class: 0.999805, Obj: 0.619972, No Obj: 0.000210, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.728372, Class: 0.995543, Obj: 0.236139, No Obj: 0.000160, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.911430, Class: 0.999461, Obj: 0.736900, No Obj: 0.000162, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.700943, Class: 0.997410, Obj: 0.175377, No Obj: 0.000090, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851675, Class: 0.996855, Obj: 0.217180, No Obj: 0.000295, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.724349, Class: 0.997809, Obj: 0.228945, No Obj: 0.000129, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000273, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000100, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.816777, Class: 0.997223, Obj: 0.099998, No Obj: 0.000123, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.747921, Class: 0.999385, Obj: 0.089814, No Obj: 0.000121, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.784689, Class: 0.995587, Obj: 0.002943, No Obj: 0.000094, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779923, Class: 0.995423, Obj: 0.370184, No Obj: 0.000112, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845296, Class: 0.999117, Obj: 0.537405, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.783924, Class: 0.996917, Obj: 0.204231, No Obj: 0.000163, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3979: 0.367751, 0.360495 avg loss, 0.000010 rate, 3.905775 seconds, 254656 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.725515, Class: 0.998644, Obj: 0.302683, No Obj: 0.000264, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.873032, Class: 0.998943, Obj: 0.277263, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.832224, Class: 0.964836, Obj: 0.025956, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.752400, Class: 0.997496, Obj: 0.091439, No Obj: 0.000104, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.764370, Class: 0.989163, Obj: 0.210045, No Obj: 0.000213, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.728052, Class: 0.998721, Obj: 0.458055, No Obj: 0.000210, .5R: 1.000000, .75R: 0.166667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817850, Class: 0.999823, Obj: 0.492476, No Obj: 0.000083, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.740930, Class: 0.997502, Obj: 0.363729, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.496062, Class: 0.999046, Obj: 0.156585, No Obj: 0.000025, .5R: 0.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000026, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.662251, Class: 0.999296, Obj: 0.013162, No Obj: 0.000150, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000062, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.702058, Class: 0.994382, Obj: 0.204982, No Obj: 0.000257, .5R: 0.750000, .75R: 0.583333, count: 12 Region 82 Avg IOU: 0.797480, Class: 0.998129, Obj: 0.501631, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.812160, Class: 0.999259, Obj: 0.430962, No Obj: 0.000105, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.735912, Class: 0.999048, Obj: 0.554753, No Obj: 0.000142, .5R: 1.000000, .75R: 0.333333, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3980: 0.344014, 0.358847 avg loss, 0.000010 rate, 3.899774 seconds, 254720 images Loaded: 0.000067 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.713293, Class: 0.998897, Obj: 0.223881, No Obj: 0.000079, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.812979, Class: 0.991834, Obj: 0.375888, No Obj: 0.000220, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.774454, Class: 0.996130, Obj: 0.299858, No Obj: 0.000088, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.706988, Class: 0.997690, Obj: 0.294346, No Obj: 0.000207, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.763667, Class: 0.998192, Obj: 0.166019, No Obj: 0.000024, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.730565, Class: 0.996863, Obj: 0.324615, No Obj: 0.000125, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791253, Class: 0.998933, Obj: 0.658893, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.768886, Class: 0.993889, Obj: 0.379177, No Obj: 0.000072, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.925360, Class: 0.990601, Obj: 0.018948, No Obj: 0.000122, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.737953, Class: 0.998874, Obj: 0.208896, No Obj: 0.000060, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716157, Class: 0.995754, Obj: 0.190732, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.866853, Class: 0.999506, Obj: 0.302844, No Obj: 0.000060, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.849427, Class: 0.998734, Obj: 0.570988, No Obj: 0.000126, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3981: 0.198366, 0.342799 avg loss, 0.000010 rate, 3.901704 seconds, 254784 images Loaded: 0.000055 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798814, Class: 0.995185, Obj: 0.570122, No Obj: 0.000104, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.666495, Class: 0.997021, Obj: 0.261362, No Obj: 0.000149, .5R: 0.666667, .75R: 0.333333, count: 6 Region 82 Avg IOU: 0.697961, Class: 0.997515, Obj: 0.524489, No Obj: 0.000179, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000017, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.576055, Class: 0.998670, Obj: 0.178857, No Obj: 0.000077, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.728765, Class: 0.997292, Obj: 0.142244, No Obj: 0.000114, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.843484, Class: 0.991608, Obj: 0.115457, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.793197, Class: 0.996827, Obj: 0.293626, No Obj: 0.000199, .5R: 1.000000, .75R: 0.625000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716250, Class: 0.993319, Obj: 0.283122, No Obj: 0.000115, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.786916, Class: 0.999055, Obj: 0.386469, No Obj: 0.000151, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000025, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000089, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.545224, Class: 0.997915, Obj: 0.005998, No Obj: 0.000051, .5R: 0.500000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.750100, Class: 0.996705, Obj: 0.152190, No Obj: 0.000153, .5R: 0.857143, .75R: 0.714286, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000183, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817143, Class: 0.994768, Obj: 0.459558, No Obj: 0.000248, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.831875, Class: 0.996061, Obj: 0.260871, No Obj: 0.000208, .5R: 0.888889, .75R: 0.888889, count: 9 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3982: 0.447760, 0.353295 avg loss, 0.000010 rate, 3.904374 seconds, 254848 images Loaded: 0.000049 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.673954, Class: 0.992331, Obj: 0.132897, No Obj: 0.000030, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.606390, Class: 0.997932, Obj: 0.414630, No Obj: 0.000029, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.789653, Class: 0.999534, Obj: 0.375317, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.741620, Class: 0.998565, Obj: 0.199121, No Obj: 0.000111, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.623871, Class: 0.997642, Obj: 0.273125, No Obj: 0.000092, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000027, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.884254, Class: 0.999264, Obj: 0.350173, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000073, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.819682, Class: 0.998754, Obj: 0.484155, No Obj: 0.000247, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.795207, Class: 0.995905, Obj: 0.250622, No Obj: 0.000155, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000191, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.929734, Class: 0.999503, Obj: 0.650225, No Obj: 0.000167, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.797559, Class: 0.998387, Obj: 0.071416, No Obj: 0.000109, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: 0.581776, Class: 0.992875, Obj: 0.619247, No Obj: 0.000531, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.883833, Class: 0.999475, Obj: 0.927387, No Obj: 0.000064, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.916356, Class: 0.999884, Obj: 0.802746, No Obj: 0.000120, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.826694, Class: 0.998909, Obj: 0.551364, No Obj: 0.000177, .5R: 1.000000, .75R: 0.750000, count: 4 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3983: 0.260506, 0.344016 avg loss, 0.000010 rate, 3.901506 seconds, 254912 images Loaded: 0.000034 seconds Region 82 Avg IOU: 0.691098, Class: 0.998077, Obj: 0.579327, No Obj: 0.000214, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.696721, Class: 0.982946, Obj: 0.054610, No Obj: 0.000074, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.686129, Class: 0.995123, Obj: 0.195065, No Obj: 0.000161, .5R: 0.750000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857115, Class: 0.999250, Obj: 0.013174, No Obj: 0.000007, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771679, Class: 0.996826, Obj: 0.476834, No Obj: 0.000161, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.847253, Class: 0.997677, Obj: 0.811237, No Obj: 0.000342, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000115, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803861, Class: 0.998615, Obj: 0.373694, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856000, Class: 0.999772, Obj: 0.848154, No Obj: 0.000344, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.730864, Class: 0.996528, Obj: 0.150012, No Obj: 0.000163, .5R: 1.000000, .75R: 0.428571, count: 7 Region 82 Avg IOU: 0.834458, Class: 0.998728, Obj: 0.020039, No Obj: 0.000018, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.707067, Class: 0.998412, Obj: 0.470906, No Obj: 0.000301, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.798721, Class: 0.996707, Obj: 0.222889, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.716315, Class: 0.961048, Obj: 0.000298, No Obj: 0.000025, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.690738, Class: 0.994954, Obj: 0.125287, No Obj: 0.000078, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: 0.517530, Class: 0.988073, Obj: 0.041316, No Obj: 0.000196, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.674816, Class: 0.994970, Obj: 0.219665, No Obj: 0.000176, .5R: 0.777778, .75R: 0.666667, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898815, Class: 0.994250, Obj: 0.592972, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.813867, Class: 0.997286, Obj: 0.165760, No Obj: 0.000103, .5R: 1.000000, .75R: 0.666667, count: 6 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3984: 0.547486, 0.364363 avg loss, 0.000010 rate, 3.905711 seconds, 254976 images Loaded: 0.000039 seconds Region 82 Avg IOU: 0.847918, Class: 0.995708, Obj: 0.789338, No Obj: 0.000291, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.770938, Class: 0.999421, Obj: 0.555665, No Obj: 0.000222, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822912, Class: 0.999281, Obj: 0.464645, No Obj: 0.000129, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.798879, Class: 0.993406, Obj: 0.220313, No Obj: 0.000110, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.655013, Class: 0.998433, Obj: 0.056008, No Obj: 0.000057, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000166, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.719818, Class: 0.992728, Obj: 0.146164, No Obj: 0.000231, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.657650, Class: 0.996625, Obj: 0.143636, No Obj: 0.000136, .5R: 0.800000, .75R: 0.400000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845393, Class: 0.998107, Obj: 0.337422, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.763289, Class: 0.999714, Obj: 0.241335, No Obj: 0.000115, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000037, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.810741, Class: 0.810317, Obj: 0.000293, No Obj: 0.000074, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.780484, Class: 0.998503, Obj: 0.210860, No Obj: 0.000120, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000164, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000041, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801856, Class: 0.997434, Obj: 0.141666, No Obj: 0.000176, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: 0.693383, Class: 0.997316, Obj: 0.202464, No Obj: 0.000065, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.727081, Class: 0.982089, Obj: 0.001318, No Obj: 0.000094, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.702295, Class: 0.996462, Obj: 0.215213, No Obj: 0.000132, .5R: 0.857143, .75R: 0.285714, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000153, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.783940, Class: 0.983130, Obj: 0.070085, No Obj: 0.000043, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.771148, Class: 0.998063, Obj: 0.118767, No Obj: 0.000096, .5R: 1.000000, .75R: 0.571429, count: 7 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3985: 0.442975, 0.372224 avg loss, 0.000010 rate, 3.905620 seconds, 255040 images Loaded: 0.000033 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.885528, Class: 0.995094, Obj: 0.394018, No Obj: 0.000196, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.859201, Class: 0.998715, Obj: 0.281971, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.699397, Class: 0.995945, Obj: 0.590723, No Obj: 0.000350, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.842363, Class: 0.994557, Obj: 0.459075, No Obj: 0.000273, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.679199, Class: 0.998970, Obj: 0.277414, No Obj: 0.000171, .5R: 0.833333, .75R: 0.333333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779375, Class: 0.998450, Obj: 0.487321, No Obj: 0.000060, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764796, Class: 0.997053, Obj: 0.353252, No Obj: 0.000171, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887577, Class: 0.997165, Obj: 0.723903, No Obj: 0.000141, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.759577, Class: 0.998114, Obj: 0.115676, No Obj: 0.000110, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000065, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.678608, Class: 0.995757, Obj: 0.049438, No Obj: 0.000093, .5R: 0.875000, .75R: 0.375000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.727092, Class: 0.996599, Obj: 0.147267, No Obj: 0.000105, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.814087, Class: 0.999050, Obj: 0.090149, No Obj: 0.000019, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.787147, Class: 0.998695, Obj: 0.225291, No Obj: 0.000158, .5R: 1.000000, .75R: 0.600000, count: 5 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3986: 0.405639, 0.375566 avg loss, 0.000010 rate, 3.903537 seconds, 255104 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.834594, Class: 0.999414, Obj: 0.833725, No Obj: 0.000441, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.842729, Class: 0.994228, Obj: 0.188987, No Obj: 0.000259, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.660078, Class: 0.984873, Obj: 0.002231, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.755775, Class: 0.996943, Obj: 0.193432, No Obj: 0.000219, .5R: 1.000000, .75R: 0.444444, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.791343, Class: 0.995824, Obj: 0.022269, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: 0.852602, Class: 0.991203, Obj: 0.200125, No Obj: 0.000172, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.832886, Class: 0.999616, Obj: 0.542226, No Obj: 0.000275, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.762380, Class: 0.998088, Obj: 0.554296, No Obj: 0.000161, .5R: 0.800000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000098, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845011, Class: 0.996762, Obj: 0.311821, No Obj: 0.000274, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.798946, Class: 0.999131, Obj: 0.465849, No Obj: 0.000087, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: 0.694750, Class: 0.993327, Obj: 0.885435, No Obj: 0.000485, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.846292, Class: 0.999673, Obj: 0.537250, No Obj: 0.000151, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.660101, Class: 0.994108, Obj: 0.113121, No Obj: 0.000125, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000120, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.779519, Class: 0.997923, Obj: 0.058707, No Obj: 0.000051, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000019, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.841456, Class: 0.998959, Obj: 0.188810, No Obj: 0.000049, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3987: 0.349834, 0.372992 avg loss, 0.000010 rate, 3.903528 seconds, 255168 images Loaded: 0.000063 seconds Region 82 Avg IOU: 0.773439, Class: 0.990922, Obj: 0.033228, No Obj: 0.000049, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000010, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.801659, Class: 0.998996, Obj: 0.333603, No Obj: 0.000076, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000032, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726658, Class: 0.985356, Obj: 0.411903, No Obj: 0.000175, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780409, Class: 0.997441, Obj: 0.138411, No Obj: 0.000148, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.752297, Class: 0.997722, Obj: 0.202360, No Obj: 0.000108, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: 0.747243, Class: 0.980228, Obj: 0.270486, No Obj: 0.000313, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.923847, Class: 0.999349, Obj: 0.218699, No Obj: 0.000095, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.810866, Class: 0.998537, Obj: 0.226206, No Obj: 0.000211, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.856661, Class: 0.997661, Obj: 0.108091, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.805503, Class: 0.998535, Obj: 0.270004, No Obj: 0.000154, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.893136, Class: 0.998988, Obj: 0.524658, No Obj: 0.000188, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.899776, Class: 0.998588, Obj: 0.211969, No Obj: 0.000194, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.826199, Class: 0.996291, Obj: 0.343495, No Obj: 0.000306, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.810334, Class: 0.996090, Obj: 0.371590, No Obj: 0.000189, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.825197, Class: 0.994897, Obj: 0.284646, No Obj: 0.000044, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3988: 0.341049, 0.369798 avg loss, 0.000010 rate, 3.906878 seconds, 255232 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.912881, Class: 0.996421, Obj: 0.665881, No Obj: 0.000199, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.612838, Class: 0.998508, Obj: 0.119501, No Obj: 0.000065, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.871125, Class: 0.999597, Obj: 0.560224, No Obj: 0.000057, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: 0.812190, Class: 0.983317, Obj: 0.393037, No Obj: 0.000197, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.767345, Class: 0.983095, Obj: 0.064212, No Obj: 0.000209, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.790328, Class: 0.998882, Obj: 0.323123, No Obj: 0.000235, .5R: 1.000000, .75R: 0.777778, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000129, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.640802, Class: 0.995403, Obj: 0.187768, No Obj: 0.000075, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.726569, Class: 0.984714, Obj: 0.198186, No Obj: 0.000130, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.517003, Class: 0.993541, Obj: 0.159522, No Obj: 0.000055, .5R: 0.666667, .75R: 0.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.771527, Class: 0.996135, Obj: 0.088142, No Obj: 0.000122, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.780797, Class: 0.996069, Obj: 0.035060, No Obj: 0.000039, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000291, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.767061, Class: 0.978743, Obj: 0.273967, No Obj: 0.000394, .5R: 1.000000, .75R: 0.600000, count: 5 Region 106 Avg IOU: 0.816679, Class: 0.998311, Obj: 0.093799, No Obj: 0.000069, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.867825, Class: 0.997729, Obj: 0.250428, No Obj: 0.000063, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3989: 0.387316, 0.371550 avg loss, 0.000010 rate, 3.907513 seconds, 255296 images Loaded: 0.000041 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.898453, Class: 0.996139, Obj: 0.350954, No Obj: 0.000211, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.886156, Class: 0.999234, Obj: 0.414548, No Obj: 0.000108, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000059, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.765780, Class: 0.998702, Obj: 0.055398, No Obj: 0.000083, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.712636, Class: 0.995577, Obj: 0.140301, No Obj: 0.000118, .5R: 1.000000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000136, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.774967, Class: 0.999186, Obj: 0.323453, No Obj: 0.000034, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.664356, Class: 0.997381, Obj: 0.001659, No Obj: 0.000025, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: 0.883172, Class: 0.998769, Obj: 0.544698, No Obj: 0.000257, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.843696, Class: 0.993045, Obj: 0.392389, No Obj: 0.000244, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.707643, Class: 0.998806, Obj: 0.288935, No Obj: 0.000097, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000061, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.717980, Class: 0.989916, Obj: 0.138304, No Obj: 0.000162, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.800175, Class: 0.998338, Obj: 0.184270, No Obj: 0.000174, .5R: 0.875000, .75R: 0.750000, count: 8 Region 82 Avg IOU: 0.801175, Class: 0.998656, Obj: 0.437389, No Obj: 0.000353, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000113, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.737386, Class: 0.999220, Obj: 0.540596, No Obj: 0.000153, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000031, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.797790, Class: 0.992845, Obj: 0.247245, No Obj: 0.000363, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742088, Class: 0.995704, Obj: 0.112517, No Obj: 0.000119, .5R: 1.000000, .75R: 0.444444, count: 9 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3990: 0.379770, 0.372372 avg loss, 0.000010 rate, 3.922009 seconds, 255360 images Loaded: 0.000037 seconds Region 82 Avg IOU: 0.747437, Class: 0.977923, Obj: 0.145087, No Obj: 0.000282, .5R: 1.000000, .75R: 0.500000, count: 2 Region 94 Avg IOU: 0.849378, Class: 0.999785, Obj: 0.711794, No Obj: 0.000147, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.775561, Class: 0.998099, Obj: 0.173086, No Obj: 0.000095, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000044, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883236, Class: 0.989712, Obj: 0.224533, No Obj: 0.000269, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.809307, Class: 0.997552, Obj: 0.277691, No Obj: 0.000150, .5R: 1.000000, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.639542, Class: 0.999211, Obj: 0.348575, No Obj: 0.000070, .5R: 1.000000, .75R: 0.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.786545, Class: 0.999812, Obj: 0.132384, No Obj: 0.000042, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.682845, Class: 0.997013, Obj: 0.534395, No Obj: 0.000078, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.815173, Class: 0.996826, Obj: 0.156744, No Obj: 0.000084, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000072, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.852244, Class: 0.998994, Obj: 0.335679, No Obj: 0.000078, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.722041, Class: 0.995700, Obj: 0.130719, No Obj: 0.000120, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.886088, Class: 0.989157, Obj: 0.206126, No Obj: 0.000227, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.823775, Class: 0.998970, Obj: 0.484714, No Obj: 0.000055, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.875704, Class: 0.999949, Obj: 0.781162, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.867470, Class: 0.998564, Obj: 0.207047, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3991: 0.235627, 0.358697 avg loss, 0.000010 rate, 3.902850 seconds, 255424 images Loaded: 0.000040 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000109, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.847854, Class: 0.995773, Obj: 0.468428, No Obj: 0.000250, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.711681, Class: 0.998298, Obj: 0.112680, No Obj: 0.000162, .5R: 0.875000, .75R: 0.500000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000158, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.693403, Class: 0.997820, Obj: 0.239767, No Obj: 0.000196, .5R: 0.857143, .75R: 0.428571, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.854600, Class: 0.997526, Obj: 0.221441, No Obj: 0.000070, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.827903, Class: 0.997361, Obj: 0.593215, No Obj: 0.000263, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.798399, Class: 0.998318, Obj: 0.337018, No Obj: 0.000172, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.791319, Class: 0.991346, Obj: 0.580702, No Obj: 0.000165, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.795025, Class: 0.998113, Obj: 0.423644, No Obj: 0.000128, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.863630, Class: 0.994806, Obj: 0.246509, No Obj: 0.000082, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807618, Class: 0.999292, Obj: 0.417711, No Obj: 0.000061, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.730238, Class: 0.995715, Obj: 0.370852, No Obj: 0.000262, .5R: 1.000000, .75R: 0.333333, count: 3 Region 106 Avg IOU: 0.874666, Class: 0.998813, Obj: 0.442732, No Obj: 0.000132, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.869455, Class: 0.997633, Obj: 0.291540, No Obj: 0.000076, .5R: 1.000000, .75R: 1.000000, count: 3 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3992: 0.329272, 0.355755 avg loss, 0.000010 rate, 3.907766 seconds, 255488 images Loaded: 0.000051 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.776208, Class: 0.999289, Obj: 0.168982, No Obj: 0.000045, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.641288, Class: 0.997143, Obj: 0.096145, No Obj: 0.000151, .5R: 0.750000, .75R: 0.250000, count: 8 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000079, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000102, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.731481, Class: 0.998355, Obj: 0.076678, No Obj: 0.000106, .5R: 1.000000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000012, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.614060, Class: 0.995875, Obj: 0.202038, No Obj: 0.000051, .5R: 0.666667, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762231, Class: 0.995640, Obj: 0.234634, No Obj: 0.000121, .5R: 1.000000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000005, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.919738, Class: 0.999286, Obj: 0.108451, No Obj: 0.000020, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.605961, Class: 0.994956, Obj: 0.003238, No Obj: 0.000055, .5R: 1.000000, .75R: 0.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000104, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.715074, Class: 0.994209, Obj: 0.121107, No Obj: 0.000050, .5R: 0.800000, .75R: 0.600000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.831361, Class: 0.996803, Obj: 0.806825, No Obj: 0.000254, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.680236, Class: 0.999682, Obj: 0.461957, No Obj: 0.000090, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3993: 0.327586, 0.352938 avg loss, 0.000010 rate, 3.902689 seconds, 255552 images Loaded: 0.000045 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000016, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.840249, Class: 0.998559, Obj: 0.267955, No Obj: 0.000093, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.669342, Class: 0.998175, Obj: 0.191980, No Obj: 0.000096, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835159, Class: 0.999726, Obj: 0.826942, No Obj: 0.000420, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.801664, Class: 0.997818, Obj: 0.167316, No Obj: 0.000142, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000029, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.880939, Class: 0.999487, Obj: 0.800363, No Obj: 0.000486, .5R: 1.000000, .75R: 1.000000, count: 4 Region 106 Avg IOU: 0.716185, Class: 0.999287, Obj: 0.367193, No Obj: 0.000117, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.778732, Class: 0.998659, Obj: 0.192941, No Obj: 0.000101, .5R: 1.000000, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835174, Class: 0.999851, Obj: 0.642036, No Obj: 0.000264, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.690100, Class: 0.995844, Obj: 0.082247, No Obj: 0.000122, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000018, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.855835, Class: 0.996523, Obj: 0.912180, No Obj: 0.000163, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000022, .5R: -nan, .75R: -nan, count: 0 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000105, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.854583, Class: 0.997616, Obj: 0.448481, No Obj: 0.000237, .5R: 1.000000, .75R: 1.000000, count: 3 Region 106 Avg IOU: 0.726320, Class: 0.996969, Obj: 0.067381, No Obj: 0.000136, .5R: 1.000000, .75R: 0.500000, count: 10 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.735405, Class: 0.999853, Obj: 0.924649, No Obj: 0.000145, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3994: 0.306380, 0.348282 avg loss, 0.000010 rate, 3.907106 seconds, 255616 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000024, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.787765, Class: 0.999312, Obj: 0.133922, No Obj: 0.000144, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.761166, Class: 0.996962, Obj: 0.225825, No Obj: 0.000169, .5R: 0.875000, .75R: 0.625000, count: 8 Region 82 Avg IOU: 0.820111, Class: 0.996999, Obj: 0.134813, No Obj: 0.000073, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000112, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.838535, Class: 0.997967, Obj: 0.148817, No Obj: 0.000183, .5R: 1.000000, .75R: 0.888889, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000008, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.784984, Class: 0.997987, Obj: 0.441873, No Obj: 0.000170, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.774016, Class: 0.996499, Obj: 0.289479, No Obj: 0.000107, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: 0.817653, Class: 0.996878, Obj: 0.082751, No Obj: 0.000402, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.865081, Class: 0.997330, Obj: 0.630637, No Obj: 0.000088, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.686480, Class: 0.994904, Obj: 0.073566, No Obj: 0.000087, .5R: 0.750000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000048, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.769822, Class: 0.991232, Obj: 0.190797, No Obj: 0.000181, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.796337, Class: 0.994835, Obj: 0.021862, No Obj: 0.000045, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000047, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.718527, Class: 0.994763, Obj: 0.275334, No Obj: 0.000392, .5R: 1.000000, .75R: 0.500000, count: 4 Region 106 Avg IOU: 0.616276, Class: 0.992702, Obj: 0.024355, No Obj: 0.000077, .5R: 0.600000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000052, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.930429, Class: 0.997967, Obj: 0.444470, No Obj: 0.000233, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.769881, Class: 0.999235, Obj: 0.621001, No Obj: 0.000170, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000034, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.781765, Class: 0.999491, Obj: 0.798374, No Obj: 0.000079, .5R: 1.000000, .75R: 0.500000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3995: 0.390149, 0.352469 avg loss, 0.000010 rate, 3.909698 seconds, 255680 images Loaded: 0.000036 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.743756, Class: 0.997195, Obj: 0.164791, No Obj: 0.000172, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.708871, Class: 0.996189, Obj: 0.072754, No Obj: 0.000063, .5R: 0.750000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000249, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.883440, Class: 0.994187, Obj: 0.199627, No Obj: 0.000152, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.840416, Class: 0.997169, Obj: 0.285389, No Obj: 0.000164, .5R: 1.000000, .75R: 1.000000, count: 7 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000020, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.857626, Class: 0.997592, Obj: 0.298743, No Obj: 0.000099, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.731731, Class: 0.998947, Obj: 0.304163, No Obj: 0.000135, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000015, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.821029, Class: 0.996163, Obj: 0.819669, No Obj: 0.000285, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.711267, Class: 0.995004, Obj: 0.093206, No Obj: 0.000083, .5R: 1.000000, .75R: 0.333333, count: 3 Region 82 Avg IOU: 0.871170, Class: 0.999539, Obj: 0.719229, No Obj: 0.000330, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: 0.795071, Class: 0.999817, Obj: 0.478864, No Obj: 0.000188, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.797812, Class: 0.999634, Obj: 0.505106, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845649, Class: 0.999677, Obj: 0.936039, No Obj: 0.000121, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.807636, Class: 0.998416, Obj: 0.253011, No Obj: 0.000177, .5R: 1.000000, .75R: 0.833333, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.768943, Class: 0.996505, Obj: 0.706843, No Obj: 0.000113, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.817965, Class: 0.999038, Obj: 0.354030, No Obj: 0.000185, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000023, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000056, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705298, Class: 0.994566, Obj: 0.120284, No Obj: 0.000201, .5R: 0.764706, .75R: 0.705882, count: 17 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3996: 0.483020, 0.365524 avg loss, 0.000010 rate, 3.922977 seconds, 255744 images Loaded: 0.000043 seconds Region 82 Avg IOU: 0.861802, Class: 0.999147, Obj: 0.721106, No Obj: 0.000515, .5R: 1.000000, .75R: 1.000000, count: 2 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000145, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.747646, Class: 0.999364, Obj: 0.277504, No Obj: 0.000115, .5R: 1.000000, .75R: 0.250000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000011, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000278, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.764520, Class: 0.998835, Obj: 0.258793, No Obj: 0.000089, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000103, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.853490, Class: 0.999251, Obj: 0.443314, No Obj: 0.000118, .5R: 1.000000, .75R: 1.000000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000057, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.744100, Class: 0.988571, Obj: 0.367825, No Obj: 0.000217, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.769617, Class: 0.999597, Obj: 0.520795, No Obj: 0.000107, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000030, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704560, Class: 0.995031, Obj: 0.071373, No Obj: 0.000124, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000147, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.705665, Class: 0.997416, Obj: 0.053454, No Obj: 0.000078, .5R: 0.833333, .75R: 0.500000, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000007, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.762224, Class: 0.997613, Obj: 0.371939, No Obj: 0.000112, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.852567, Class: 0.998296, Obj: 0.747813, No Obj: 0.000245, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.851444, Class: 0.998700, Obj: 0.304480, No Obj: 0.000071, .5R: 1.000000, .75R: 1.000000, count: 2 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3997: 0.301818, 0.359153 avg loss, 0.000010 rate, 3.906443 seconds, 255808 images Loaded: 0.000037 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000151, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.887574, Class: 0.997239, Obj: 0.460236, No Obj: 0.000236, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.685133, Class: 0.996815, Obj: 0.072703, No Obj: 0.000087, .5R: 0.750000, .75R: 0.250000, count: 4 Region 82 Avg IOU: 0.889678, Class: 0.999630, Obj: 0.797731, No Obj: 0.000235, .5R: 1.000000, .75R: 1.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000122, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.687066, Class: 0.997241, Obj: 0.219859, No Obj: 0.000126, .5R: 0.666667, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.802759, Class: 0.999567, Obj: 0.882956, No Obj: 0.000135, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.865888, Class: 0.998968, Obj: 0.558882, No Obj: 0.000056, .5R: 1.000000, .75R: 1.000000, count: 1 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000014, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.678496, Class: 0.999039, Obj: 0.266455, No Obj: 0.000135, .5R: 1.000000, .75R: 0.000000, count: 2 Region 106 Avg IOU: 0.829567, Class: 0.999199, Obj: 0.164017, No Obj: 0.000135, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.577591, Class: 0.964901, Obj: 0.024744, No Obj: 0.000022, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000130, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.807571, Class: 0.992875, Obj: 0.238473, No Obj: 0.000076, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.784745, Class: 0.998170, Obj: 0.143280, No Obj: 0.000092, .5R: 1.000000, .75R: 0.500000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000066, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.745813, Class: 0.993676, Obj: 0.715622, No Obj: 0.000169, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.759917, Class: 0.999219, Obj: 0.298539, No Obj: 0.000081, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000006, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.834569, Class: 0.997675, Obj: 0.634697, No Obj: 0.000299, .5R: 1.000000, .75R: 0.666667, count: 3 Region 106 Avg IOU: 0.841623, Class: 0.995606, Obj: 0.273814, No Obj: 0.000191, .5R: 1.000000, .75R: 0.857143, count: 7 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3998: 0.309078, 0.354146 avg loss, 0.000010 rate, 3.909000 seconds, 255872 images Loaded: 0.000042 seconds Region 82 Avg IOU: 0.680246, Class: 0.999438, Obj: 0.682946, No Obj: 0.000305, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.917857, Class: 0.992024, Obj: 0.806161, No Obj: 0.000355, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.892112, Class: 0.996991, Obj: 0.296156, No Obj: 0.000096, .5R: 1.000000, .75R: 1.000000, count: 3 Region 82 Avg IOU: 0.591299, Class: 0.998596, Obj: 0.363324, No Obj: 0.000411, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.826641, Class: 0.998151, Obj: 0.493489, No Obj: 0.000198, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.764780, Class: 0.996790, Obj: 0.053570, No Obj: 0.000061, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.803463, Class: 0.998569, Obj: 0.402335, No Obj: 0.000047, .5R: 1.000000, .75R: 1.000000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.845718, Class: 0.999854, Obj: 0.648954, No Obj: 0.000173, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.822955, Class: 0.999042, Obj: 0.308725, No Obj: 0.000141, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.796189, Class: 0.994588, Obj: 0.013018, No Obj: 0.000023, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000040, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.828842, Class: 0.994210, Obj: 0.240434, No Obj: 0.000313, .5R: 1.000000, .75R: 0.500000, count: 2 Region 106 Avg IOU: 0.761534, Class: 0.998645, Obj: 0.107690, No Obj: 0.000136, .5R: 1.000000, .75R: 0.800000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.817708, Class: 0.999905, Obj: 0.950533, No Obj: 0.000154, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.804880, Class: 0.999006, Obj: 0.088648, No Obj: 0.000089, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: 0.709863, Class: 0.973249, Obj: 0.000036, No Obj: 0.000005, .5R: 1.000000, .75R: 0.000000, count: 1 Region 94 Avg IOU: 0.850544, Class: 0.998857, Obj: 0.778512, No Obj: 0.000422, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.768798, Class: 0.997671, Obj: 0.258970, No Obj: 0.000120, .5R: 1.000000, .75R: 0.500000, count: 4 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 3999: 0.249280, 0.343659 avg loss, 0.000010 rate, 3.904271 seconds, 255936 images Loaded: 0.000035 seconds Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000013, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.816480, Class: 0.998803, Obj: 0.488360, No Obj: 0.000280, .5R: 1.000000, .75R: 0.750000, count: 4 Region 106 Avg IOU: 0.733753, Class: 0.996656, Obj: 0.388495, No Obj: 0.000132, .5R: 1.000000, .75R: 0.666667, count: 3 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.869764, Class: 0.996298, Obj: 0.897673, No Obj: 0.000149, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.819981, Class: 0.999650, Obj: 0.303513, No Obj: 0.000073, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000053, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.774036, Class: 0.999427, Obj: 0.326055, No Obj: 0.000066, .5R: 1.000000, .75R: 0.500000, count: 2 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000004, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000003, .5R: -nan, .75R: -nan, count: 0 Region 106 Avg IOU: 0.704892, Class: 0.997701, Obj: 0.199423, No Obj: 0.000115, .5R: 0.833333, .75R: 0.666667, count: 6 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000009, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.700752, Class: 0.998685, Obj: 0.760103, No Obj: 0.000222, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.792057, Class: 0.996992, Obj: 0.146048, No Obj: 0.000095, .5R: 1.000000, .75R: 0.750000, count: 4 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000045, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.835060, Class: 0.995892, Obj: 0.311666, No Obj: 0.000184, .5R: 1.000000, .75R: 1.000000, count: 2 Region 106 Avg IOU: 0.742826, Class: 0.996974, Obj: 0.257403, No Obj: 0.000178, .5R: 1.000000, .75R: 0.555556, count: 9 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000002, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.851856, Class: 0.989762, Obj: 0.865313, No Obj: 0.000187, .5R: 1.000000, .75R: 1.000000, count: 1 Region 106 Avg IOU: 0.659091, Class: 0.997752, Obj: 0.102793, No Obj: 0.000039, .5R: 0.800000, .75R: 0.400000, count: 5 Region 82 Avg IOU: -nan, Class: -nan, Obj: -nan, No Obj: 0.000092, .5R: -nan, .75R: -nan, count: 0 Region 94 Avg IOU: 0.733835, Class: 0.989008, Obj: 0.034388, No Obj: 0.000067, .5R: 1.000000, .75R: 0.000000, count: 1 Region 106 Avg IOU: 0.865260, Class: 0.998351, Obj: 0.334590, No Obj: 0.000133, .5R: 1.000000, .75R: 1.000000, count: 4 (next mAP calculation at 4228 iterations) Last accuracy mAP@0.5 = 79.49 % 4000: 0.337909, 0.343084 avg loss, 0.000010 rate, 3.821225 seconds, 256000 images calculation mAP (mean average precision)... detections_count = 1317, unique_truth_count = 323 rank = 0 of ranks = 1317 rank = 100 of ranks = 1317 rank = 200 of ranks = 1317 rank = 300 of ranks = 1317 rank = 400 of ranks = 1317 rank = 500 of ranks = 1317 rank = 600 of ranks = 1317 rank = 700 of ranks = 1317 rank = 800 of ranks = 1317 rank = 900 of ranks = 1317 rank = 1000 of ranks = 1317 rank = 1100 of ranks = 1317 rank = 1200 of ranks = 1317 rank = 1300 of ranks = 1317 class_id = 0, name = lca, ap = 79.45% (TP = 233, FP = 40) for thresh = 0.25, precision = 0.85, recall = 0.72, F1-score = 0.78 for thresh = 0.25, TP = 233, FP = 40, FN = 90, average IoU = 65.21 % IoU threshold = 50 %, used Area-Under-Curve for each unique Recall mean average precision (mAP@0.50) = 0.794513, or 79.45 % Set -points flag: `-points 101` for MS COCO `-points 11` for PascalVOC 2007 (uncomment `difficult` in voc.data) `-points 0` (AUC) for ImageNet, PascalVOC 2010-2012, your custom dataset mean_average_precision (mAP@0.5) = 0.794513